mirror of
https://github.com/All-Hands-AI/OpenHands.git
synced 2026-04-29 03:00:45 -04:00
Compare commits
1 Commits
openhands-
...
fix-port-o
| Author | SHA1 | Date | |
|---|---|---|---|
|
|
550bf7add6 |
@@ -1,5 +0,0 @@
|
||||
frontend/node_modules
|
||||
config.toml
|
||||
.envrc
|
||||
.env
|
||||
.git
|
||||
1
.gitattributes
vendored
1
.gitattributes
vendored
@@ -1 +0,0 @@
|
||||
*.ipynb linguist-vendored
|
||||
19
.github/.codecov.yml
vendored
19
.github/.codecov.yml
vendored
@@ -1,19 +0,0 @@
|
||||
codecov:
|
||||
notify:
|
||||
wait_for_ci: true
|
||||
# our project is large, so 6 builds are typically uploaded. this waits till 5/6
|
||||
# See https://docs.codecov.com/docs/notifications#section-preventing-notifications-until-after-n-builds
|
||||
after_n_builds: 5
|
||||
|
||||
coverage:
|
||||
status:
|
||||
patch:
|
||||
default:
|
||||
threshold: 100% # allow patch coverage to be lower than project coverage by any amount
|
||||
project:
|
||||
default:
|
||||
threshold: 5% # allow project coverage to drop at most 5%
|
||||
|
||||
comment: false
|
||||
github_checks:
|
||||
annotations: false
|
||||
63
.github/ISSUE_TEMPLATE/bug_template.yml
vendored
63
.github/ISSUE_TEMPLATE/bug_template.yml
vendored
@@ -1,63 +0,0 @@
|
||||
name: Bug
|
||||
description: Report a problem with OpenHands
|
||||
title: '[Bug]: '
|
||||
labels: ['bug']
|
||||
body:
|
||||
- type: markdown
|
||||
attributes:
|
||||
value: Thank you for taking the time to fill out this bug report. Please provide as much information as possible
|
||||
to help us understand and address the issue effectively.
|
||||
|
||||
- type: checkboxes
|
||||
attributes:
|
||||
label: Is there an existing issue for the same bug? (If one exists, thumbs up or comment on the issue instead).
|
||||
description: Please check if an issue already exists for the bug you encountered.
|
||||
options:
|
||||
- label: I have checked the existing issues.
|
||||
required: true
|
||||
|
||||
- type: textarea
|
||||
id: bug-description
|
||||
attributes:
|
||||
label: Describe the bug and reproduction steps
|
||||
description: Provide a description of the issue along with any reproduction steps.
|
||||
validations:
|
||||
required: true
|
||||
|
||||
- type: dropdown
|
||||
id: installation
|
||||
attributes:
|
||||
label: OpenHands Installation
|
||||
description: How are you running OpenHands?
|
||||
options:
|
||||
- Docker command in README
|
||||
- GitHub resolver
|
||||
- Development workflow
|
||||
- app.all-hands.dev
|
||||
- Other
|
||||
default: 0
|
||||
|
||||
- type: input
|
||||
id: openhands-version
|
||||
attributes:
|
||||
label: OpenHands Version
|
||||
description: What version of OpenHands are you using?
|
||||
placeholder: ex. 0.9.8, main, etc.
|
||||
|
||||
- type: dropdown
|
||||
id: os
|
||||
attributes:
|
||||
label: Operating System
|
||||
options:
|
||||
- MacOS
|
||||
- Linux
|
||||
- WSL on Windows
|
||||
|
||||
- type: textarea
|
||||
id: additional-context
|
||||
attributes:
|
||||
label: Logs, Errors, Screenshots, and Additional Context
|
||||
description: Please provide any additional information you think might help. If you want to share the chat history
|
||||
you can click the thumbs-down (👎) button above the input field and you will get a shareable link
|
||||
(you can also click thumbs up when things are going well of course!). LLM logs will be stored in the
|
||||
`logs/llm/default` folder. Please add any additional context about the problem here.
|
||||
17
.github/ISSUE_TEMPLATE/feature_request.md
vendored
17
.github/ISSUE_TEMPLATE/feature_request.md
vendored
@@ -1,17 +0,0 @@
|
||||
---
|
||||
name: Feature Request or Enhancement
|
||||
about: Suggest an idea for an OpenHands feature or enhancement
|
||||
title: ''
|
||||
labels: 'enhancement'
|
||||
assignees: ''
|
||||
|
||||
---
|
||||
|
||||
**What problem or use case are you trying to solve?**
|
||||
|
||||
**Describe the UX or technical implementation you have in mind**
|
||||
|
||||
**Additional context**
|
||||
|
||||
|
||||
### If you find this feature request or enhancement useful, make sure to add a 👍 to the issue
|
||||
71
.github/dependabot.yml
vendored
71
.github/dependabot.yml
vendored
@@ -1,71 +0,0 @@
|
||||
version: 2
|
||||
updates:
|
||||
- package-ecosystem: "pip"
|
||||
directory: "/"
|
||||
schedule:
|
||||
interval: "daily"
|
||||
open-pull-requests-limit: 1
|
||||
groups:
|
||||
# put packages in their own group if they have a history of breaking the build or needing to be reverted
|
||||
pre-commit:
|
||||
patterns:
|
||||
- "pre-commit"
|
||||
browsergym:
|
||||
patterns:
|
||||
- "browsergym*"
|
||||
security-all:
|
||||
applies-to: "security-updates"
|
||||
patterns:
|
||||
- "*"
|
||||
version-all:
|
||||
applies-to: "version-updates"
|
||||
patterns:
|
||||
- "*"
|
||||
|
||||
- package-ecosystem: "npm"
|
||||
directory: "/frontend"
|
||||
schedule:
|
||||
interval: "daily"
|
||||
open-pull-requests-limit: 1
|
||||
groups:
|
||||
docusaurus:
|
||||
patterns:
|
||||
- "*docusaurus*"
|
||||
eslint:
|
||||
patterns:
|
||||
- "*eslint*"
|
||||
security-all:
|
||||
applies-to: "security-updates"
|
||||
patterns:
|
||||
- "*"
|
||||
version-all:
|
||||
applies-to: "version-updates"
|
||||
patterns:
|
||||
- "*"
|
||||
|
||||
- package-ecosystem: "npm"
|
||||
directory: "/docs"
|
||||
schedule:
|
||||
interval: "weekly"
|
||||
day: "wednesday"
|
||||
open-pull-requests-limit: 1
|
||||
groups:
|
||||
docusaurus:
|
||||
patterns:
|
||||
- "*docusaurus*"
|
||||
eslint:
|
||||
patterns:
|
||||
- "*eslint*"
|
||||
security-all:
|
||||
applies-to: "security-updates"
|
||||
patterns:
|
||||
- "*"
|
||||
version-all:
|
||||
applies-to: "version-updates"
|
||||
patterns:
|
||||
- "*"
|
||||
|
||||
- package-ecosystem: "github-actions"
|
||||
directory: "/"
|
||||
schedule:
|
||||
interval: "weekly"
|
||||
12
.github/pull_request_template.md
vendored
12
.github/pull_request_template.md
vendored
@@ -1,12 +0,0 @@
|
||||
- [ ] This change is worth documenting at https://docs.all-hands.dev/
|
||||
- [ ] Include this change in the Release Notes. If checked, you **must** provide an **end-user friendly** description for your change below
|
||||
|
||||
**End-user friendly description of the problem this fixes or functionality that this introduces.**
|
||||
|
||||
|
||||
---
|
||||
**Give a summary of what the PR does, explaining any non-trivial design decisions.**
|
||||
|
||||
|
||||
---
|
||||
**Link of any specific issues this addresses.**
|
||||
74
.github/scripts/check_version_consistency.py
vendored
74
.github/scripts/check_version_consistency.py
vendored
@@ -1,74 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
import os
|
||||
import re
|
||||
import sys
|
||||
from typing import Set, Tuple
|
||||
|
||||
|
||||
def find_version_references(directory: str) -> Tuple[Set[str], Set[str]]:
|
||||
openhands_versions = set()
|
||||
runtime_versions = set()
|
||||
|
||||
version_pattern_openhands = re.compile(r'openhands:(\d{1})\.(\d{2})')
|
||||
version_pattern_runtime = re.compile(r'runtime:(\d{1})\.(\d{2})')
|
||||
|
||||
for root, _, files in os.walk(directory):
|
||||
# Skip .git directory and docs/build directory
|
||||
if '.git' in root or 'docs/build' in root:
|
||||
continue
|
||||
|
||||
for file in files:
|
||||
if file.endswith(
|
||||
('.md', '.yml', '.yaml', '.txt', '.html', '.py', '.js', '.ts')
|
||||
):
|
||||
file_path = os.path.join(root, file)
|
||||
try:
|
||||
with open(file_path, 'r', encoding='utf-8') as f:
|
||||
content = f.read()
|
||||
|
||||
# Find all openhands version references
|
||||
matches = version_pattern_openhands.findall(content)
|
||||
if matches:
|
||||
print(f'Found openhands version {matches} in {file_path}')
|
||||
openhands_versions.update(matches)
|
||||
|
||||
# Find all runtime version references
|
||||
matches = version_pattern_runtime.findall(content)
|
||||
if matches:
|
||||
print(f'Found runtime version {matches} in {file_path}')
|
||||
runtime_versions.update(matches)
|
||||
except Exception as e:
|
||||
print(f'Error reading {file_path}: {e}', file=sys.stderr)
|
||||
|
||||
return openhands_versions, runtime_versions
|
||||
|
||||
|
||||
def main():
|
||||
repo_root = os.path.abspath(os.path.join(os.path.dirname(__file__), '..', '..'))
|
||||
print(f'Checking version consistency in {repo_root}')
|
||||
openhands_versions, runtime_versions = find_version_references(repo_root)
|
||||
|
||||
print(f'Found openhands versions: {sorted(openhands_versions)}')
|
||||
print(f'Found runtime versions: {sorted(runtime_versions)}')
|
||||
|
||||
exit_code = 0
|
||||
|
||||
if len(openhands_versions) > 1:
|
||||
print('Error: Multiple openhands versions found:', file=sys.stderr)
|
||||
print('Found versions:', sorted(openhands_versions), file=sys.stderr)
|
||||
exit_code = 1
|
||||
elif len(openhands_versions) == 0:
|
||||
print('Warning: No openhands version references found', file=sys.stderr)
|
||||
|
||||
if len(runtime_versions) > 1:
|
||||
print('Error: Multiple runtime versions found:', file=sys.stderr)
|
||||
print('Found versions:', sorted(runtime_versions), file=sys.stderr)
|
||||
exit_code = 1
|
||||
elif len(runtime_versions) == 0:
|
||||
print('Warning: No runtime version references found', file=sys.stderr)
|
||||
|
||||
sys.exit(exit_code)
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
main()
|
||||
69
.github/workflows/clean-up.yml
vendored
69
.github/workflows/clean-up.yml
vendored
@@ -1,69 +0,0 @@
|
||||
# Workflow that cleans up outdated and old workflows to prevent out of disk issues
|
||||
name: Delete old workflow runs
|
||||
|
||||
# This workflow is currently only triggered manually
|
||||
on:
|
||||
workflow_dispatch:
|
||||
inputs:
|
||||
days:
|
||||
description: 'Days-worth of runs to keep for each workflow'
|
||||
required: true
|
||||
default: '30'
|
||||
minimum_runs:
|
||||
description: 'Minimum runs to keep for each workflow'
|
||||
required: true
|
||||
default: '10'
|
||||
delete_workflow_pattern:
|
||||
description: 'Name or filename of the workflow (if not set, all workflows are targeted)'
|
||||
required: false
|
||||
delete_workflow_by_state_pattern:
|
||||
description: 'Filter workflows by state: active, deleted, disabled_fork, disabled_inactivity, disabled_manually'
|
||||
required: true
|
||||
default: "ALL"
|
||||
type: choice
|
||||
options:
|
||||
- "ALL"
|
||||
- active
|
||||
- deleted
|
||||
- disabled_inactivity
|
||||
- disabled_manually
|
||||
delete_run_by_conclusion_pattern:
|
||||
description: 'Remove runs based on conclusion: action_required, cancelled, failure, skipped, success'
|
||||
required: true
|
||||
default: 'ALL'
|
||||
type: choice
|
||||
options:
|
||||
- 'ALL'
|
||||
- 'Unsuccessful: action_required,cancelled,failure,skipped'
|
||||
- action_required
|
||||
- cancelled
|
||||
- failure
|
||||
- skipped
|
||||
- success
|
||||
dry_run:
|
||||
description: 'Logs simulated changes, no deletions are performed'
|
||||
required: false
|
||||
|
||||
jobs:
|
||||
del_runs:
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
permissions:
|
||||
actions: write
|
||||
contents: read
|
||||
steps:
|
||||
- name: Delete workflow runs
|
||||
uses: Mattraks/delete-workflow-runs@v2
|
||||
with:
|
||||
token: ${{ github.token }}
|
||||
repository: ${{ github.repository }}
|
||||
retain_days: ${{ github.event.inputs.days }}
|
||||
keep_minimum_runs: ${{ github.event.inputs.minimum_runs }}
|
||||
delete_workflow_pattern: ${{ github.event.inputs.delete_workflow_pattern }}
|
||||
delete_workflow_by_state_pattern: ${{ github.event.inputs.delete_workflow_by_state_pattern }}
|
||||
delete_run_by_conclusion_pattern: >-
|
||||
${{
|
||||
startsWith(github.event.inputs.delete_run_by_conclusion_pattern, 'Unsuccessful:')
|
||||
&& 'action_required,cancelled,failure,skipped'
|
||||
|| github.event.inputs.delete_run_by_conclusion_pattern
|
||||
}}
|
||||
dry_run: ${{ github.event.inputs.dry_run }}
|
||||
72
.github/workflows/deploy-docs.yml
vendored
72
.github/workflows/deploy-docs.yml
vendored
@@ -1,72 +0,0 @@
|
||||
# Workflow that builds and deploys the documentation website
|
||||
name: Deploy Docs to GitHub Pages
|
||||
|
||||
# * Always run on "main"
|
||||
# * Run on PRs that target the "main" branch and have changes in the "docs" folder or this workflow
|
||||
on:
|
||||
push:
|
||||
branches:
|
||||
- main
|
||||
pull_request:
|
||||
paths:
|
||||
- 'docs/**'
|
||||
- '.github/workflows/deploy-docs.yml'
|
||||
branches:
|
||||
- main
|
||||
|
||||
# If triggered by a PR, it will be in the same group. However, each commit on main will be in its own unique group
|
||||
concurrency:
|
||||
group: ${{ github.workflow }}-${{ (github.head_ref && github.ref) || github.run_id }}
|
||||
cancel-in-progress: true
|
||||
|
||||
jobs:
|
||||
# Build the documentation website
|
||||
build:
|
||||
if: github.repository == 'All-Hands-AI/OpenHands'
|
||||
name: Build Docusaurus
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
- uses: useblacksmith/setup-node@v5
|
||||
with:
|
||||
node-version: 18
|
||||
cache: npm
|
||||
cache-dependency-path: docs/package-lock.json
|
||||
- name: Set up Python
|
||||
uses: useblacksmith/setup-python@v6
|
||||
with:
|
||||
python-version: '3.12'
|
||||
- name: Install dependencies
|
||||
run: cd docs && npm ci
|
||||
- name: Build website
|
||||
run: cd docs && npm run build
|
||||
- name: Upload Build Artifact
|
||||
if: github.ref == 'refs/heads/main'
|
||||
uses: actions/upload-pages-artifact@v3
|
||||
with:
|
||||
path: docs/build
|
||||
|
||||
# Deploy the documentation website
|
||||
deploy:
|
||||
if: github.ref == 'refs/heads/main' && github.repository == 'All-Hands-AI/OpenHands'
|
||||
name: Deploy to GitHub Pages
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
# This job only runs on "main" so only run one of these jobs at a time
|
||||
# otherwise it will fail if one is already running
|
||||
concurrency:
|
||||
group: ${{ github.workflow }}-${{ github.ref }}
|
||||
needs: build
|
||||
# Grant GITHUB_TOKEN the permissions required to make a Pages deployment
|
||||
permissions:
|
||||
pages: write # to deploy to Pages
|
||||
id-token: write # to verify the deployment originates from an appropriate source
|
||||
# Deploy to the github-pages environment
|
||||
environment:
|
||||
name: github-pages
|
||||
url: ${{ steps.deployment.outputs.page_url }}
|
||||
steps:
|
||||
- name: Deploy to GitHub Pages
|
||||
id: deployment
|
||||
uses: actions/deploy-pages@v4
|
||||
48
.github/workflows/fe-unit-tests.yml
vendored
48
.github/workflows/fe-unit-tests.yml
vendored
@@ -1,48 +0,0 @@
|
||||
# Workflow that runs frontend unit tests
|
||||
name: Run Frontend Unit Tests
|
||||
|
||||
# * Always run on "main"
|
||||
# * Run on PRs that have changes in the "frontend" folder or this workflow
|
||||
on:
|
||||
push:
|
||||
branches:
|
||||
- main
|
||||
pull_request:
|
||||
paths:
|
||||
- 'frontend/**'
|
||||
- '.github/workflows/fe-unit-tests.yml'
|
||||
|
||||
# If triggered by a PR, it will be in the same group. However, each commit on main will be in its own unique group
|
||||
concurrency:
|
||||
group: ${{ github.workflow }}-${{ (github.head_ref && github.ref) || github.run_id }}
|
||||
cancel-in-progress: true
|
||||
|
||||
jobs:
|
||||
# Run frontend unit tests
|
||||
fe-test:
|
||||
name: FE Unit Tests
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
strategy:
|
||||
matrix:
|
||||
node-version: [20, 22]
|
||||
fail-fast: true
|
||||
steps:
|
||||
- name: Checkout
|
||||
uses: actions/checkout@v4
|
||||
- name: Set up Node.js
|
||||
uses: useblacksmith/setup-node@v5
|
||||
with:
|
||||
node-version: ${{ matrix.node-version }}
|
||||
- name: Install dependencies
|
||||
working-directory: ./frontend
|
||||
run: npm ci
|
||||
- name: Run TypeScript compilation
|
||||
working-directory: ./frontend
|
||||
run: npm run make-i18n && tsc
|
||||
- name: Run tests and collect coverage
|
||||
working-directory: ./frontend
|
||||
run: npm run test:coverage
|
||||
- name: Upload coverage to Codecov
|
||||
uses: codecov/codecov-action@v5
|
||||
env:
|
||||
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
|
||||
456
.github/workflows/ghcr-build.yml
vendored
456
.github/workflows/ghcr-build.yml
vendored
@@ -1,456 +0,0 @@
|
||||
# Workflow that builds, tests and then pushes the OpenHands and runtime docker images to the ghcr.io repository
|
||||
name: Docker
|
||||
|
||||
# Always run on "main"
|
||||
# Always run on tags
|
||||
# Always run on PRs
|
||||
# Can also be triggered manually
|
||||
on:
|
||||
push:
|
||||
branches:
|
||||
- main
|
||||
tags:
|
||||
- '*'
|
||||
pull_request:
|
||||
workflow_dispatch:
|
||||
inputs:
|
||||
reason:
|
||||
description: 'Reason for manual trigger'
|
||||
required: true
|
||||
default: ''
|
||||
|
||||
# If triggered by a PR, it will be in the same group. However, each commit on main will be in its own unique group
|
||||
concurrency:
|
||||
group: ${{ github.workflow }}-${{ (github.head_ref && github.ref) || github.run_id }}
|
||||
cancel-in-progress: true
|
||||
|
||||
env:
|
||||
RELEVANT_SHA: ${{ github.event.pull_request.head.sha || github.sha }}
|
||||
|
||||
jobs:
|
||||
define-matrix:
|
||||
runs-on: blacksmith
|
||||
outputs:
|
||||
base_image: ${{ steps.define-base-images.outputs.base_image }}
|
||||
steps:
|
||||
- name: Define base images
|
||||
shell: bash
|
||||
id: define-base-images
|
||||
run: |
|
||||
# Only build nikolaik on PRs, otherwise build both nikolaik and ubuntu.
|
||||
if [[ "$GITHUB_EVENT_NAME" == "pull_request" ]]; then
|
||||
json=$(jq -n -c '[
|
||||
{ image: "nikolaik/python-nodejs:python3.12-nodejs22", tag: "nikolaik" }
|
||||
]')
|
||||
else
|
||||
json=$(jq -n -c '[
|
||||
{ image: "nikolaik/python-nodejs:python3.12-nodejs22", tag: "nikolaik" },
|
||||
{ image: "ubuntu:24.04", tag: "ubuntu" }
|
||||
]')
|
||||
fi
|
||||
echo "base_image=$json" >> "$GITHUB_OUTPUT"
|
||||
|
||||
# Builds the OpenHands Docker images
|
||||
ghcr_build_app:
|
||||
name: Build App Image
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
permissions:
|
||||
contents: read
|
||||
packages: write
|
||||
outputs:
|
||||
# Since this job uses outputs it cannot use matrix
|
||||
hash_from_app_image: ${{ steps.get_hash_in_app_image.outputs.hash_from_app_image }}
|
||||
steps:
|
||||
- name: Checkout
|
||||
uses: actions/checkout@v4
|
||||
with:
|
||||
ref: ${{ github.event.pull_request.head.sha }}
|
||||
- name: Set up QEMU
|
||||
uses: docker/setup-qemu-action@v3.6.0
|
||||
with:
|
||||
image: tonistiigi/binfmt:latest
|
||||
- name: Login to GHCR
|
||||
uses: docker/login-action@v3
|
||||
with:
|
||||
registry: ghcr.io
|
||||
username: ${{ github.repository_owner }}
|
||||
password: ${{ secrets.GITHUB_TOKEN }}
|
||||
- name: Set up Docker Buildx
|
||||
id: buildx
|
||||
uses: docker/setup-buildx-action@v3
|
||||
- name: Lowercase Repository Owner
|
||||
run: |
|
||||
echo REPO_OWNER=$(echo ${{ github.repository_owner }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
|
||||
- name: Build and push app image
|
||||
if: "!github.event.pull_request.head.repo.fork"
|
||||
run: |
|
||||
./containers/build.sh -i openhands -o ${{ env.REPO_OWNER }} --push
|
||||
- name: Build app image
|
||||
if: "github.event.pull_request.head.repo.fork"
|
||||
run: |
|
||||
./containers/build.sh -i openhands -o ${{ env.REPO_OWNER }} --load
|
||||
- name: Get hash in App Image
|
||||
id: get_hash_in_app_image
|
||||
run: |
|
||||
# Run the build script in the app image
|
||||
docker run -e SANDBOX_USER_ID=0 -v /var/run/docker.sock:/var/run/docker.sock ghcr.io/${{ env.REPO_OWNER }}/openhands:${{ env.RELEVANT_SHA }} /bin/bash -c "mkdir -p containers/runtime; python3 openhands/runtime/utils/runtime_build.py --base_image ${{ env.BASE_IMAGE_FOR_HASH_EQUIVALENCE_TEST }} --build_folder containers/runtime --force_rebuild" 2>&1 | tee docker-outputs.txt
|
||||
# Get the hash from the build script
|
||||
hash_from_app_image=$(cat docker-outputs.txt | grep "Hash for docker build directory" | awk -F "): " '{print $2}' | uniq | head -n1)
|
||||
echo "hash_from_app_image=$hash_from_app_image" >> $GITHUB_OUTPUT
|
||||
echo "Hash from app image: $hash_from_app_image"
|
||||
|
||||
# Builds the runtime Docker images
|
||||
ghcr_build_runtime:
|
||||
name: Build Image
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
permissions:
|
||||
contents: read
|
||||
packages: write
|
||||
needs: define-matrix
|
||||
strategy:
|
||||
matrix:
|
||||
base_image: ${{ fromJson(needs.define-matrix.outputs.base_image) }}
|
||||
steps:
|
||||
- name: Checkout
|
||||
uses: actions/checkout@v4
|
||||
with:
|
||||
ref: ${{ github.event.pull_request.head.sha }}
|
||||
- name: Set up QEMU
|
||||
uses: docker/setup-qemu-action@v3.6.0
|
||||
with:
|
||||
image: tonistiigi/binfmt:latest
|
||||
- name: Login to GHCR
|
||||
uses: docker/login-action@v3
|
||||
with:
|
||||
registry: ghcr.io
|
||||
username: ${{ github.repository_owner }}
|
||||
password: ${{ secrets.GITHUB_TOKEN }}
|
||||
- name: Set up Docker Buildx
|
||||
id: buildx
|
||||
uses: docker/setup-buildx-action@v3
|
||||
- name: Set up Python
|
||||
uses: useblacksmith/setup-python@v6
|
||||
with:
|
||||
python-version: '3.12'
|
||||
- name: Cache Poetry dependencies
|
||||
uses: useblacksmith/cache@v5
|
||||
with:
|
||||
path: |
|
||||
~/.cache/pypoetry
|
||||
~/.virtualenvs
|
||||
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
|
||||
# This is the one that saves the cache, the others set 'lookup-only: true'
|
||||
restore-keys: |
|
||||
${{ runner.os }}-poetry-
|
||||
- name: Install poetry via pipx
|
||||
run: pipx install poetry
|
||||
- name: Install Python dependencies using Poetry
|
||||
run: make install-python-dependencies POETRY_GROUP=main INSTALL_PLAYWRIGHT=0
|
||||
- name: Create source distribution and Dockerfile
|
||||
run: poetry run python3 openhands/runtime/utils/runtime_build.py --base_image ${{ matrix.base_image.image }} --build_folder containers/runtime --force_rebuild
|
||||
- name: Lowercase Repository Owner
|
||||
run: |
|
||||
echo REPO_OWNER=$(echo ${{ github.repository_owner }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
|
||||
- name: Short SHA
|
||||
run: |
|
||||
echo SHORT_SHA=$(git rev-parse --short "$RELEVANT_SHA") >> $GITHUB_ENV
|
||||
- name: Determine docker build params
|
||||
if: github.event.pull_request.head.repo.fork != true
|
||||
shell: bash
|
||||
run: |
|
||||
./containers/build.sh -i runtime -o ${{ env.REPO_OWNER }} -t ${{ matrix.base_image.tag }} --dry
|
||||
|
||||
DOCKER_BUILD_JSON=$(jq -c . < docker-build-dry.json)
|
||||
echo "DOCKER_TAGS=$(echo "$DOCKER_BUILD_JSON" | jq -r '.tags | join(",")')" >> $GITHUB_ENV
|
||||
echo "DOCKER_PLATFORM=$(echo "$DOCKER_BUILD_JSON" | jq -r '.platform')" >> $GITHUB_ENV
|
||||
echo "DOCKER_BUILD_ARGS=$(echo "$DOCKER_BUILD_JSON" | jq -r '.build_args | join(",")')" >> $GITHUB_ENV
|
||||
- name: Build and push runtime image ${{ matrix.base_image.image }}
|
||||
if: github.event.pull_request.head.repo.fork != true
|
||||
uses: useblacksmith/build-push-action@v1
|
||||
with:
|
||||
push: true
|
||||
tags: ${{ env.DOCKER_TAGS }}
|
||||
platforms: ${{ env.DOCKER_PLATFORM }}
|
||||
build-args: ${{ env.DOCKER_BUILD_ARGS }}
|
||||
context: containers/runtime
|
||||
provenance: false
|
||||
# Forked repos can't push to GHCR, so we just build in order to populate the cache for rebuilding
|
||||
- name: Build runtime image ${{ matrix.base_image.image }} for fork
|
||||
if: github.event.pull_request.head.repo.fork
|
||||
uses: useblacksmith/build-push-action@v1
|
||||
with:
|
||||
tags: ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
|
||||
context: containers/runtime
|
||||
- name: Upload runtime source for fork
|
||||
if: github.event.pull_request.head.repo.fork
|
||||
uses: actions/upload-artifact@v4
|
||||
with:
|
||||
name: runtime-src-${{ matrix.base_image.tag }}
|
||||
path: containers/runtime
|
||||
|
||||
verify_hash_equivalence_in_runtime_and_app:
|
||||
name: Verify Hash Equivalence in Runtime and Docker images
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
needs: [ghcr_build_runtime, ghcr_build_app]
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
base_image: ['nikolaik']
|
||||
env:
|
||||
BASE_IMAGE_FOR_HASH_EQUIVALENCE_TEST: nikolaik/python-nodejs:python3.12-nodejs22
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
ref: ${{ github.event.pull_request.head.sha }}
|
||||
- name: Cache Poetry dependencies
|
||||
uses: useblacksmith/cache@v5
|
||||
with:
|
||||
path: |
|
||||
~/.cache/pypoetry
|
||||
~/.virtualenvs
|
||||
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
|
||||
lookup-only: true
|
||||
restore-keys: |
|
||||
${{ runner.os }}-poetry-
|
||||
- name: Set up Python
|
||||
uses: useblacksmith/setup-python@v6
|
||||
with:
|
||||
python-version: '3.12'
|
||||
- name: Install poetry via pipx
|
||||
run: pipx install poetry
|
||||
- name: Install Python dependencies using Poetry
|
||||
run: make install-python-dependencies POETRY_GROUP=main INSTALL_PLAYWRIGHT=0
|
||||
- name: Get hash in App Image
|
||||
run: |
|
||||
echo "Hash from app image: ${{ needs.ghcr_build_app.outputs.hash_from_app_image }}"
|
||||
echo "hash_from_app_image=${{ needs.ghcr_build_app.outputs.hash_from_app_image }}" >> $GITHUB_ENV
|
||||
|
||||
- name: Get hash using code (development mode)
|
||||
run: |
|
||||
mkdir -p containers/runtime
|
||||
poetry run python3 openhands/runtime/utils/runtime_build.py --base_image ${{ env.BASE_IMAGE_FOR_HASH_EQUIVALENCE_TEST }} --build_folder containers/runtime --force_rebuild > output.txt 2>&1
|
||||
hash_from_code=$(cat output.txt | grep "Hash for docker build directory" | awk -F "): " '{print $2}' | uniq | head -n1)
|
||||
echo "hash_from_code=$hash_from_code" >> $GITHUB_ENV
|
||||
|
||||
- name: Compare hashes
|
||||
run: |
|
||||
echo "Hash from App Image: ${{ env.hash_from_app_image }}"
|
||||
echo "Hash from Code: ${{ env.hash_from_code }}"
|
||||
if [ "${{ env.hash_from_app_image }}" = "${{ env.hash_from_code }}" ]; then
|
||||
echo "Hashes match!"
|
||||
else
|
||||
echo "Hashes do not match!"
|
||||
exit 1
|
||||
fi
|
||||
|
||||
# Run unit tests with the Docker runtime Docker images as root
|
||||
test_runtime_root:
|
||||
name: RT Unit Tests (Root)
|
||||
needs: [ghcr_build_runtime, define-matrix]
|
||||
runs-on: blacksmith-8vcpu-ubuntu-2204
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
base_image: ${{ fromJson(needs.define-matrix.outputs.base_image) }}
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
- name: Set up Docker Buildx
|
||||
id: buildx
|
||||
uses: docker/setup-buildx-action@v3
|
||||
- name: Download runtime source for fork
|
||||
if: github.event.pull_request.head.repo.fork
|
||||
uses: actions/download-artifact@v4
|
||||
with:
|
||||
name: runtime-src-${{ matrix.base_image.tag }}
|
||||
path: containers/runtime
|
||||
- name: Lowercase Repository Owner
|
||||
run: |
|
||||
echo REPO_OWNER=$(echo ${{ github.repository_owner }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
|
||||
# Forked repos can't push to GHCR, so we need to rebuild using cache
|
||||
- name: Build runtime image ${{ matrix.base_image.image }} for fork
|
||||
if: github.event.pull_request.head.repo.fork
|
||||
uses: useblacksmith/build-push-action@v1
|
||||
with:
|
||||
load: true
|
||||
tags: ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
|
||||
context: containers/runtime
|
||||
- name: Cache Poetry dependencies
|
||||
uses: useblacksmith/cache@v5
|
||||
with:
|
||||
path: |
|
||||
~/.cache/pypoetry
|
||||
~/.virtualenvs
|
||||
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
|
||||
lookup-only: true
|
||||
restore-keys: |
|
||||
${{ runner.os }}-poetry-
|
||||
- name: Set up Python
|
||||
uses: useblacksmith/setup-python@v6
|
||||
with:
|
||||
python-version: '3.12'
|
||||
- name: Install poetry via pipx
|
||||
run: pipx install poetry
|
||||
- name: Install Python dependencies using Poetry
|
||||
run: make install-python-dependencies POETRY_GROUP=main,test,runtime INSTALL_PLAYWRIGHT=0
|
||||
- name: Run docker runtime tests
|
||||
run: |
|
||||
# We install pytest-xdist in order to run tests across CPUs
|
||||
poetry run pip install pytest-xdist
|
||||
|
||||
# Install to be able to retry on failures for flaky tests
|
||||
poetry run pip install pytest-rerunfailures
|
||||
|
||||
image_name=ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
|
||||
|
||||
# Setting RUN_AS_OPENHANDS to false means use root.
|
||||
# That should mean SANDBOX_USER_ID is ignored but some tests do not check for RUN_AS_OPENHANDS.
|
||||
|
||||
TEST_RUNTIME=docker \
|
||||
SANDBOX_USER_ID=$(id -u) \
|
||||
SANDBOX_RUNTIME_CONTAINER_IMAGE=$image_name \
|
||||
TEST_IN_CI=true \
|
||||
RUN_AS_OPENHANDS=false \
|
||||
poetry run pytest -n 7 -raRs --reruns 2 --reruns-delay 5 --cov=openhands --cov-report=xml -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py --durations=10
|
||||
- name: Upload coverage to Codecov
|
||||
uses: codecov/codecov-action@v5
|
||||
env:
|
||||
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
|
||||
|
||||
# Run unit tests with the Docker runtime Docker images as openhands user
|
||||
test_runtime_oh:
|
||||
name: RT Unit Tests (openhands)
|
||||
runs-on: blacksmith-8vcpu-ubuntu-2204
|
||||
needs: [ghcr_build_runtime, define-matrix]
|
||||
strategy:
|
||||
matrix:
|
||||
base_image: ${{ fromJson(needs.define-matrix.outputs.base_image) }}
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
- name: Set up Docker Buildx
|
||||
id: buildx
|
||||
uses: docker/setup-buildx-action@v3
|
||||
- name: Download runtime source for fork
|
||||
if: github.event.pull_request.head.repo.fork
|
||||
uses: actions/download-artifact@v4
|
||||
with:
|
||||
name: runtime-src-${{ matrix.base_image.tag }}
|
||||
path: containers/runtime
|
||||
- name: Lowercase Repository Owner
|
||||
run: |
|
||||
echo REPO_OWNER=$(echo ${{ github.repository_owner }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
|
||||
# Forked repos can't push to GHCR, so we need to rebuild using cache
|
||||
- name: Build runtime image ${{ matrix.base_image.image }} for fork
|
||||
if: github.event.pull_request.head.repo.fork
|
||||
uses: useblacksmith/build-push-action@v1
|
||||
with:
|
||||
load: true
|
||||
tags: ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
|
||||
context: containers/runtime
|
||||
- name: Cache Poetry dependencies
|
||||
uses: useblacksmith/cache@v5
|
||||
with:
|
||||
path: |
|
||||
~/.cache/pypoetry
|
||||
~/.virtualenvs
|
||||
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
|
||||
lookup-only: true
|
||||
restore-keys: |
|
||||
${{ runner.os }}-poetry-
|
||||
- name: Set up Python
|
||||
uses: useblacksmith/setup-python@v6
|
||||
with:
|
||||
python-version: '3.12'
|
||||
- name: Install poetry via pipx
|
||||
run: pipx install poetry
|
||||
- name: Install Python dependencies using Poetry
|
||||
run: make install-python-dependencies POETRY_GROUP=main,test,runtime INSTALL_PLAYWRIGHT=0
|
||||
- name: Run runtime tests
|
||||
run: |
|
||||
# We install pytest-xdist in order to run tests across CPUs
|
||||
poetry run pip install pytest-xdist
|
||||
|
||||
# Install to be able to retry on failures for flaky tests
|
||||
poetry run pip install pytest-rerunfailures
|
||||
|
||||
image_name=ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
|
||||
|
||||
TEST_RUNTIME=docker \
|
||||
SANDBOX_USER_ID=$(id -u) \
|
||||
SANDBOX_RUNTIME_CONTAINER_IMAGE=$image_name \
|
||||
TEST_IN_CI=true \
|
||||
RUN_AS_OPENHANDS=true \
|
||||
poetry run pytest -n 7 -raRs --reruns 2 --reruns-delay 5 --cov=openhands --cov-report=xml -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py --durations=10
|
||||
- name: Upload coverage to Codecov
|
||||
uses: codecov/codecov-action@v5
|
||||
env:
|
||||
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
|
||||
|
||||
# The two following jobs (named identically) are to check whether all the runtime tests have passed as the
|
||||
# "All Runtime Tests Passed" is a required job for PRs to merge
|
||||
# Due to this bug: https://github.com/actions/runner/issues/2566, we want to create a job that runs when the
|
||||
# prerequisites have been cancelled or failed so merging is disallowed, otherwise Github considers "skipped" as "success"
|
||||
runtime_tests_check_success:
|
||||
name: All Runtime Tests Passed
|
||||
if: ${{ !cancelled() && !contains(needs.*.result, 'failure') && !contains(needs.*.result, 'cancelled') }}
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
needs: [test_runtime_root, test_runtime_oh, verify_hash_equivalence_in_runtime_and_app]
|
||||
steps:
|
||||
- name: All tests passed
|
||||
run: echo "All runtime tests have passed successfully!"
|
||||
|
||||
runtime_tests_check_fail:
|
||||
name: All Runtime Tests Passed
|
||||
if: ${{ cancelled() || contains(needs.*.result, 'failure') || contains(needs.*.result, 'cancelled') }}
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
needs: [test_runtime_root, test_runtime_oh, verify_hash_equivalence_in_runtime_and_app]
|
||||
steps:
|
||||
- name: Some tests failed
|
||||
run: |
|
||||
echo "Some runtime tests failed or were cancelled"
|
||||
exit 1
|
||||
update_pr_description:
|
||||
name: Update PR Description
|
||||
if: github.event_name == 'pull_request' && !github.event.pull_request.head.repo.fork && github.actor != 'dependabot[bot]'
|
||||
needs: [ghcr_build_runtime]
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
steps:
|
||||
- name: Checkout
|
||||
uses: actions/checkout@v4
|
||||
|
||||
- name: Get short SHA
|
||||
id: short_sha
|
||||
run: echo "SHORT_SHA=$(echo ${{ github.event.pull_request.head.sha }} | cut -c1-7)" >> $GITHUB_OUTPUT
|
||||
|
||||
- name: Update PR Description
|
||||
env:
|
||||
GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
|
||||
PR_NUMBER: ${{ github.event.pull_request.number }}
|
||||
REPO: ${{ github.repository }}
|
||||
SHORT_SHA: ${{ steps.short_sha.outputs.SHORT_SHA }}
|
||||
run: |
|
||||
echo "updating PR description"
|
||||
DOCKER_RUN_COMMAND="docker run -it --rm \
|
||||
-p 3000:3000 \
|
||||
-v /var/run/docker.sock:/var/run/docker.sock \
|
||||
--add-host host.docker.internal:host-gateway \
|
||||
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:$SHORT_SHA-nikolaik \
|
||||
--name openhands-app-$SHORT_SHA \
|
||||
docker.all-hands.dev/all-hands-ai/openhands:$SHORT_SHA"
|
||||
|
||||
PR_BODY=$(gh pr view $PR_NUMBER --json body --jq .body)
|
||||
|
||||
if echo "$PR_BODY" | grep -q "To run this PR locally, use the following command:"; then
|
||||
UPDATED_PR_BODY=$(echo "${PR_BODY}" | sed -E "s|docker run -it --rm.*|$DOCKER_RUN_COMMAND|")
|
||||
else
|
||||
UPDATED_PR_BODY="${PR_BODY}
|
||||
|
||||
---
|
||||
|
||||
To run this PR locally, use the following command:
|
||||
\`\`\`
|
||||
$DOCKER_RUN_COMMAND
|
||||
\`\`\`"
|
||||
fi
|
||||
|
||||
echo "updated body: $UPDATED_PR_BODY"
|
||||
gh pr edit $PR_NUMBER --body "$UPDATED_PR_BODY"
|
||||
199
.github/workflows/integration-runner.yml
vendored
199
.github/workflows/integration-runner.yml
vendored
@@ -1,199 +0,0 @@
|
||||
name: Run Integration Tests
|
||||
|
||||
on:
|
||||
pull_request:
|
||||
types: [labeled]
|
||||
workflow_dispatch:
|
||||
inputs:
|
||||
reason:
|
||||
description: 'Reason for manual trigger'
|
||||
required: true
|
||||
default: ''
|
||||
schedule:
|
||||
- cron: '30 22 * * *' # Runs at 10:30pm UTC every day
|
||||
|
||||
env:
|
||||
N_PROCESSES: 10 # Global configuration for number of parallel processes for evaluation
|
||||
|
||||
jobs:
|
||||
run-integration-tests:
|
||||
if: github.event.label.name == 'integration-test' || github.event_name == 'workflow_dispatch' || github.event_name == 'schedule'
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
permissions:
|
||||
contents: "read"
|
||||
id-token: "write"
|
||||
pull-requests: "write"
|
||||
issues: "write"
|
||||
strategy:
|
||||
matrix:
|
||||
python-version: ["3.12"]
|
||||
steps:
|
||||
- name: Checkout repository
|
||||
uses: actions/checkout@v4
|
||||
|
||||
- name: Install poetry via pipx
|
||||
run: pipx install poetry
|
||||
|
||||
- name: Set up Python
|
||||
uses: useblacksmith/setup-python@v6
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
cache: "poetry"
|
||||
|
||||
- name: Setup Node.js
|
||||
uses: useblacksmith/setup-node@v5
|
||||
with:
|
||||
node-version: '22.x'
|
||||
|
||||
- name: Comment on PR if 'integration-test' label is present
|
||||
if: github.event_name == 'pull_request' && github.event.label.name == 'integration-test'
|
||||
uses: KeisukeYamashita/create-comment@v1
|
||||
with:
|
||||
unique: false
|
||||
comment: |
|
||||
Hi! I started running the integration tests on your PR. You will receive a comment with the results shortly.
|
||||
|
||||
- name: Install Python dependencies using Poetry
|
||||
run: poetry install --without evaluation
|
||||
|
||||
- name: Configure config.toml for testing with Haiku
|
||||
env:
|
||||
LLM_MODEL: "litellm_proxy/claude-3-5-haiku-20241022"
|
||||
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
|
||||
LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
|
||||
MAX_ITERATIONS: 10
|
||||
run: |
|
||||
echo "[llm.eval]" > config.toml
|
||||
echo "model = \"$LLM_MODEL\"" >> config.toml
|
||||
echo "api_key = \"$LLM_API_KEY\"" >> config.toml
|
||||
echo "base_url = \"$LLM_BASE_URL\"" >> config.toml
|
||||
echo "temperature = 0.0" >> config.toml
|
||||
|
||||
- name: Build environment
|
||||
run: make build
|
||||
|
||||
- name: Run integration test evaluation for Haiku
|
||||
env:
|
||||
SANDBOX_FORCE_REBUILD_RUNTIME: True
|
||||
run: |
|
||||
poetry run ./evaluation/integration_tests/scripts/run_infer.sh llm.eval HEAD CodeActAgent '' 10 $N_PROCESSES '' 'haiku_run'
|
||||
|
||||
# get integration tests report
|
||||
REPORT_FILE_HAIKU=$(find evaluation/evaluation_outputs/outputs/integration_tests/CodeActAgent/*haiku*_maxiter_10_N* -name "report.md" -type f | head -n 1)
|
||||
echo "REPORT_FILE: $REPORT_FILE_HAIKU"
|
||||
echo "INTEGRATION_TEST_REPORT_HAIKU<<EOF" >> $GITHUB_ENV
|
||||
cat $REPORT_FILE_HAIKU >> $GITHUB_ENV
|
||||
echo >> $GITHUB_ENV
|
||||
echo "EOF" >> $GITHUB_ENV
|
||||
|
||||
- name: Wait a little bit
|
||||
run: sleep 10
|
||||
|
||||
- name: Configure config.toml for testing with DeepSeek
|
||||
env:
|
||||
LLM_MODEL: "litellm_proxy/deepseek-chat"
|
||||
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
|
||||
LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
|
||||
MAX_ITERATIONS: 10
|
||||
run: |
|
||||
echo "[llm.eval]" > config.toml
|
||||
echo "model = \"$LLM_MODEL\"" >> config.toml
|
||||
echo "api_key = \"$LLM_API_KEY\"" >> config.toml
|
||||
echo "base_url = \"$LLM_BASE_URL\"" >> config.toml
|
||||
echo "temperature = 0.0" >> config.toml
|
||||
|
||||
- name: Run integration test evaluation for DeepSeek
|
||||
env:
|
||||
SANDBOX_FORCE_REBUILD_RUNTIME: True
|
||||
run: |
|
||||
poetry run ./evaluation/integration_tests/scripts/run_infer.sh llm.eval HEAD CodeActAgent '' 10 $N_PROCESSES '' 'deepseek_run'
|
||||
|
||||
# get integration tests report
|
||||
REPORT_FILE_DEEPSEEK=$(find evaluation/evaluation_outputs/outputs/integration_tests/CodeActAgent/deepseek*_maxiter_10_N* -name "report.md" -type f | head -n 1)
|
||||
echo "REPORT_FILE: $REPORT_FILE_DEEPSEEK"
|
||||
echo "INTEGRATION_TEST_REPORT_DEEPSEEK<<EOF" >> $GITHUB_ENV
|
||||
cat $REPORT_FILE_DEEPSEEK >> $GITHUB_ENV
|
||||
echo >> $GITHUB_ENV
|
||||
echo "EOF" >> $GITHUB_ENV
|
||||
|
||||
# -------------------------------------------------------------
|
||||
# Run VisualBrowsingAgent tests for DeepSeek, limited to t05 and t06
|
||||
- name: Wait a little bit (again)
|
||||
run: sleep 5
|
||||
|
||||
- name: Configure config.toml for testing VisualBrowsingAgent (DeepSeek)
|
||||
env:
|
||||
LLM_MODEL: "litellm_proxy/deepseek-chat"
|
||||
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
|
||||
LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
|
||||
MAX_ITERATIONS: 15
|
||||
run: |
|
||||
echo "[llm.eval]" > config.toml
|
||||
echo "model = \"$LLM_MODEL\"" >> config.toml
|
||||
echo "api_key = \"$LLM_API_KEY\"" >> config.toml
|
||||
echo "base_url = \"$LLM_BASE_URL\"" >> config.toml
|
||||
echo "temperature = 0.0" >> config.toml
|
||||
- name: Run integration test evaluation for VisualBrowsingAgent (DeepSeek)
|
||||
env:
|
||||
SANDBOX_FORCE_REBUILD_RUNTIME: True
|
||||
run: |
|
||||
poetry run ./evaluation/integration_tests/scripts/run_infer.sh llm.eval HEAD VisualBrowsingAgent '' 15 $N_PROCESSES "t05_simple_browsing,t06_github_pr_browsing.py" 'visualbrowsing_deepseek_run'
|
||||
|
||||
# Find and export the visual browsing agent test results
|
||||
REPORT_FILE_VISUALBROWSING_DEEPSEEK=$(find evaluation/evaluation_outputs/outputs/integration_tests/VisualBrowsingAgent/deepseek*_maxiter_15_N* -name "report.md" -type f | head -n 1)
|
||||
echo "REPORT_FILE_VISUALBROWSING_DEEPSEEK: $REPORT_FILE_VISUALBROWSING_DEEPSEEK"
|
||||
echo "INTEGRATION_TEST_REPORT_VISUALBROWSING_DEEPSEEK<<EOF" >> $GITHUB_ENV
|
||||
cat $REPORT_FILE_VISUALBROWSING_DEEPSEEK >> $GITHUB_ENV
|
||||
echo >> $GITHUB_ENV
|
||||
echo "EOF" >> $GITHUB_ENV
|
||||
|
||||
- name: Create archive of evaluation outputs
|
||||
run: |
|
||||
TIMESTAMP=$(date +'%y-%m-%d-%H-%M')
|
||||
cd evaluation/evaluation_outputs/outputs # Change to the outputs directory
|
||||
tar -czvf ../../../integration_tests_${TIMESTAMP}.tar.gz integration_tests/CodeActAgent/* integration_tests/VisualBrowsingAgent/* # Only include the actual result directories
|
||||
|
||||
- name: Upload evaluation results as artifact
|
||||
uses: actions/upload-artifact@v4
|
||||
id: upload_results_artifact
|
||||
with:
|
||||
name: integration-test-outputs-${{ github.run_id }}-${{ github.run_attempt }}
|
||||
path: integration_tests_*.tar.gz
|
||||
|
||||
- name: Get artifact URLs
|
||||
run: |
|
||||
echo "ARTIFACT_URL=${{ steps.upload_results_artifact.outputs.artifact-url }}" >> $GITHUB_ENV
|
||||
|
||||
- name: Set timestamp and trigger reason
|
||||
run: |
|
||||
echo "TIMESTAMP=$(date +'%Y-%m-%d-%H-%M')" >> $GITHUB_ENV
|
||||
if [[ "${{ github.event_name }}" == "pull_request" ]]; then
|
||||
echo "TRIGGER_REASON=pr-${{ github.event.pull_request.number }}" >> $GITHUB_ENV
|
||||
elif [[ "${{ github.event_name }}" == "workflow_dispatch" ]]; then
|
||||
echo "TRIGGER_REASON=manual-${{ github.event.inputs.reason }}" >> $GITHUB_ENV
|
||||
else
|
||||
echo "TRIGGER_REASON=nightly-scheduled" >> $GITHUB_ENV
|
||||
fi
|
||||
|
||||
- name: Comment with results and artifact link
|
||||
id: create_comment
|
||||
uses: KeisukeYamashita/create-comment@v1
|
||||
with:
|
||||
# if triggered by PR, use PR number, otherwise use 5318 as fallback issue number for manual triggers
|
||||
number: ${{ github.event_name == 'pull_request' && github.event.pull_request.number || 5318 }}
|
||||
unique: false
|
||||
comment: |
|
||||
Trigger by: ${{ github.event_name == 'pull_request' && format('Pull Request (integration-test label on PR #{0})', github.event.pull_request.number) || (github.event_name == 'workflow_dispatch' && format('Manual Trigger: {0}', github.event.inputs.reason)) || 'Nightly Scheduled Run' }}
|
||||
Commit: ${{ github.sha }}
|
||||
**Integration Tests Report (Haiku)**
|
||||
Haiku LLM Test Results:
|
||||
${{ env.INTEGRATION_TEST_REPORT_HAIKU }}
|
||||
---
|
||||
**Integration Tests Report (DeepSeek)**
|
||||
DeepSeek LLM Test Results:
|
||||
${{ env.INTEGRATION_TEST_REPORT_DEEPSEEK }}
|
||||
---
|
||||
**Integration Tests Report VisualBrowsing (DeepSeek)**
|
||||
${{ env.INTEGRATION_TEST_REPORT_VISUALBROWSING_DEEPSEEK }}
|
||||
---
|
||||
Download testing outputs (includes both Haiku and DeepSeek results): [Download](${{ steps.upload_results_artifact.outputs.artifact-url }})
|
||||
91
.github/workflows/lint-fix.yml
vendored
91
.github/workflows/lint-fix.yml
vendored
@@ -1,91 +0,0 @@
|
||||
name: Lint Fix
|
||||
|
||||
on:
|
||||
pull_request:
|
||||
types: [labeled]
|
||||
|
||||
jobs:
|
||||
# Frontend lint fixes
|
||||
lint-fix-frontend:
|
||||
if: github.event.label.name == 'lint-fix'
|
||||
name: Fix frontend linting issues
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
permissions:
|
||||
contents: write
|
||||
pull-requests: write
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
ref: ${{ github.head_ref }}
|
||||
repository: ${{ github.event.pull_request.head.repo.full_name }}
|
||||
fetch-depth: 0
|
||||
token: ${{ secrets.GITHUB_TOKEN }}
|
||||
|
||||
- name: Install Node.js 20
|
||||
uses: useblacksmith/setup-node@v5
|
||||
with:
|
||||
node-version: 20
|
||||
- name: Install frontend dependencies
|
||||
run: |
|
||||
cd frontend
|
||||
npm install --frozen-lockfile
|
||||
- name: Fix frontend lint issues
|
||||
run: |
|
||||
cd frontend
|
||||
npm run lint:fix
|
||||
|
||||
# Commit and push changes if any
|
||||
- name: Check for changes
|
||||
id: git-check
|
||||
run: |
|
||||
git diff --quiet || echo "changes=true" >> $GITHUB_OUTPUT
|
||||
- name: Commit and push if there are changes
|
||||
if: steps.git-check.outputs.changes == 'true'
|
||||
run: |
|
||||
git config --local user.email "openhands@all-hands.dev"
|
||||
git config --local user.name "OpenHands Bot"
|
||||
git add -A
|
||||
git commit -m "🤖 Auto-fix frontend linting issues"
|
||||
git push
|
||||
|
||||
# Python lint fixes
|
||||
lint-fix-python:
|
||||
if: github.event.label.name == 'lint-fix'
|
||||
name: Fix Python linting issues
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
permissions:
|
||||
contents: write
|
||||
pull-requests: write
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
ref: ${{ github.head_ref }}
|
||||
repository: ${{ github.event.pull_request.head.repo.full_name }}
|
||||
fetch-depth: 0
|
||||
token: ${{ secrets.GITHUB_TOKEN }}
|
||||
|
||||
- name: Set up python
|
||||
uses: useblacksmith/setup-python@v6
|
||||
with:
|
||||
python-version: 3.12
|
||||
cache: 'pip'
|
||||
- name: Install pre-commit
|
||||
run: pip install pre-commit==3.7.0
|
||||
- name: Fix python lint issues
|
||||
run: |
|
||||
# Run all pre-commit hooks and continue even if they modify files (exit code 1)
|
||||
pre-commit run --config ./dev_config/python/.pre-commit-config.yaml --files openhands/**/* evaluation/**/* tests/**/* || true
|
||||
|
||||
# Commit and push changes if any
|
||||
- name: Check for changes
|
||||
id: git-check
|
||||
run: |
|
||||
git diff --quiet || echo "changes=true" >> $GITHUB_OUTPUT
|
||||
- name: Commit and push if there are changes
|
||||
if: steps.git-check.outputs.changes == 'true'
|
||||
run: |
|
||||
git config --local user.email "openhands@all-hands.dev"
|
||||
git config --local user.name "OpenHands Bot"
|
||||
git add -A
|
||||
git commit -m "🤖 Auto-fix Python linting issues"
|
||||
git push
|
||||
68
.github/workflows/lint.yml
vendored
68
.github/workflows/lint.yml
vendored
@@ -1,68 +0,0 @@
|
||||
# Workflow that runs lint on the frontend and python code
|
||||
name: Lint
|
||||
|
||||
# The jobs in this workflow are required, so they must run at all times
|
||||
# Always run on "main"
|
||||
# Always run on PRs
|
||||
on:
|
||||
push:
|
||||
branches:
|
||||
- main
|
||||
pull_request:
|
||||
|
||||
# If triggered by a PR, it will be in the same group. However, each commit on main will be in its own unique group
|
||||
concurrency:
|
||||
group: ${{ github.workflow }}-${{ (github.head_ref && github.ref) || github.run_id }}
|
||||
cancel-in-progress: true
|
||||
|
||||
jobs:
|
||||
# Run lint on the frontend code
|
||||
lint-frontend:
|
||||
name: Lint frontend
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
- name: Install Node.js 20
|
||||
uses: useblacksmith/setup-node@v5
|
||||
with:
|
||||
node-version: 20
|
||||
- name: Install dependencies
|
||||
run: |
|
||||
cd frontend
|
||||
npm install --frozen-lockfile
|
||||
- name: Lint and TypeScript compilation
|
||||
run: |
|
||||
cd frontend
|
||||
npm run lint
|
||||
npm run make-i18n && tsc
|
||||
|
||||
# Run lint on the python code
|
||||
lint-python:
|
||||
name: Lint python
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
- name: Set up python
|
||||
uses: useblacksmith/setup-python@v6
|
||||
with:
|
||||
python-version: 3.12
|
||||
cache: 'pip'
|
||||
- name: Install pre-commit
|
||||
run: pip install pre-commit==3.7.0
|
||||
- name: Run pre-commit hooks
|
||||
run: pre-commit run --files openhands/**/* evaluation/**/* tests/**/* --show-diff-on-failure --config ./dev_config/python/.pre-commit-config.yaml
|
||||
|
||||
# Check version consistency across documentation
|
||||
check-version-consistency:
|
||||
name: Check version consistency
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
- name: Set up python
|
||||
uses: useblacksmith/setup-python@v6
|
||||
with:
|
||||
python-version: 3.12
|
||||
- name: Run version consistency check
|
||||
run: .github/scripts/check_version_consistency.py
|
||||
426
.github/workflows/openhands-resolver.yml
vendored
426
.github/workflows/openhands-resolver.yml
vendored
@@ -1,426 +0,0 @@
|
||||
name: Auto-Fix Tagged Issue with OpenHands
|
||||
|
||||
on:
|
||||
workflow_call:
|
||||
inputs:
|
||||
max_iterations:
|
||||
required: false
|
||||
type: number
|
||||
default: 50
|
||||
macro:
|
||||
required: false
|
||||
type: string
|
||||
default: "@openhands-agent"
|
||||
target_branch:
|
||||
required: false
|
||||
type: string
|
||||
default: "main"
|
||||
description: "Target branch to pull and create PR against"
|
||||
pr_type:
|
||||
required: false
|
||||
type: string
|
||||
default: "draft"
|
||||
description: "The PR type that is going to be created (draft, ready)"
|
||||
LLM_MODEL:
|
||||
required: false
|
||||
type: string
|
||||
default: "anthropic/claude-3-7-sonnet-20250219"
|
||||
LLM_API_VERSION:
|
||||
required: false
|
||||
type: string
|
||||
default: ""
|
||||
base_container_image:
|
||||
required: false
|
||||
type: string
|
||||
default: ""
|
||||
description: "Custom sandbox env"
|
||||
secrets:
|
||||
LLM_MODEL:
|
||||
required: false
|
||||
LLM_API_KEY:
|
||||
required: true
|
||||
LLM_BASE_URL:
|
||||
required: false
|
||||
PAT_TOKEN:
|
||||
required: false
|
||||
PAT_USERNAME:
|
||||
required: false
|
||||
|
||||
issues:
|
||||
types: [labeled]
|
||||
pull_request:
|
||||
types: [labeled]
|
||||
issue_comment:
|
||||
types: [created]
|
||||
pull_request_review_comment:
|
||||
types: [created]
|
||||
pull_request_review:
|
||||
types: [submitted]
|
||||
|
||||
permissions:
|
||||
contents: write
|
||||
pull-requests: write
|
||||
issues: write
|
||||
|
||||
jobs:
|
||||
auto-fix:
|
||||
if: |
|
||||
github.event_name == 'workflow_call' ||
|
||||
github.event.label.name == 'fix-me' ||
|
||||
github.event.label.name == 'fix-me-experimental' ||
|
||||
(
|
||||
((github.event_name == 'issue_comment' || github.event_name == 'pull_request_review_comment') &&
|
||||
contains(github.event.comment.body, inputs.macro || '@openhands-agent') &&
|
||||
(github.event.comment.author_association == 'OWNER' || github.event.comment.author_association == 'COLLABORATOR' || github.event.comment.author_association == 'MEMBER')
|
||||
) ||
|
||||
|
||||
(github.event_name == 'pull_request_review' &&
|
||||
contains(github.event.review.body, inputs.macro || '@openhands-agent') &&
|
||||
(github.event.review.author_association == 'OWNER' || github.event.review.author_association == 'COLLABORATOR' || github.event.review.author_association == 'MEMBER')
|
||||
)
|
||||
)
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Checkout repository
|
||||
uses: actions/checkout@v4
|
||||
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: "3.12"
|
||||
|
||||
- name: Get latest versions and create requirements.txt
|
||||
run: |
|
||||
python -m pip index versions openhands-ai > openhands_versions.txt
|
||||
OPENHANDS_VERSION=$(head -n 1 openhands_versions.txt | awk '{print $2}' | tr -d '()')
|
||||
|
||||
# Create a new requirements.txt locally within the workflow, ensuring no reference to the repo's file
|
||||
echo "openhands-ai==${OPENHANDS_VERSION}" > /tmp/requirements.txt
|
||||
cat /tmp/requirements.txt
|
||||
|
||||
- name: Cache pip dependencies
|
||||
if: |
|
||||
!(
|
||||
github.event.label.name == 'fix-me-experimental' ||
|
||||
(
|
||||
(github.event_name == 'issue_comment' || github.event_name == 'pull_request_review_comment') &&
|
||||
contains(github.event.comment.body, '@openhands-agent-exp')
|
||||
) ||
|
||||
(
|
||||
github.event_name == 'pull_request_review' &&
|
||||
contains(github.event.review.body, '@openhands-agent-exp')
|
||||
)
|
||||
)
|
||||
uses: actions/cache@v4
|
||||
with:
|
||||
path: ${{ env.pythonLocation }}/lib/python3.12/site-packages/*
|
||||
key: ${{ runner.os }}-pip-openhands-resolver-${{ hashFiles('/tmp/requirements.txt') }}
|
||||
restore-keys: |
|
||||
${{ runner.os }}-pip-openhands-resolver-${{ hashFiles('/tmp/requirements.txt') }}
|
||||
|
||||
- name: Check required environment variables
|
||||
env:
|
||||
LLM_MODEL: ${{ secrets.LLM_MODEL || inputs.LLM_MODEL }}
|
||||
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
|
||||
LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
|
||||
LLM_API_VERSION: ${{ inputs.LLM_API_VERSION }}
|
||||
PAT_TOKEN: ${{ secrets.PAT_TOKEN }}
|
||||
PAT_USERNAME: ${{ secrets.PAT_USERNAME }}
|
||||
GITHUB_TOKEN: ${{ github.token }}
|
||||
run: |
|
||||
required_vars=("LLM_API_KEY")
|
||||
for var in "${required_vars[@]}"; do
|
||||
if [ -z "${!var}" ]; then
|
||||
echo "Error: Required environment variable $var is not set."
|
||||
exit 1
|
||||
fi
|
||||
done
|
||||
|
||||
# Check optional variables and warn about fallbacks
|
||||
if [ -z "$LLM_BASE_URL" ]; then
|
||||
echo "Warning: LLM_BASE_URL is not set, will use default API endpoint"
|
||||
fi
|
||||
|
||||
if [ -z "$PAT_TOKEN" ]; then
|
||||
echo "Warning: PAT_TOKEN is not set, falling back to GITHUB_TOKEN"
|
||||
fi
|
||||
|
||||
if [ -z "$PAT_USERNAME" ]; then
|
||||
echo "Warning: PAT_USERNAME is not set, will use openhands-agent"
|
||||
fi
|
||||
|
||||
- name: Set environment variables
|
||||
env:
|
||||
REVIEW_BODY: ${{ github.event.review.body || '' }}
|
||||
run: |
|
||||
# Handle pull request events first
|
||||
if [ -n "${{ github.event.pull_request.number }}" ]; then
|
||||
echo "ISSUE_NUMBER=${{ github.event.pull_request.number }}" >> $GITHUB_ENV
|
||||
echo "ISSUE_TYPE=pr" >> $GITHUB_ENV
|
||||
# Handle pull request review events
|
||||
elif [ -n "$REVIEW_BODY" ]; then
|
||||
echo "ISSUE_NUMBER=${{ github.event.pull_request.number }}" >> $GITHUB_ENV
|
||||
echo "ISSUE_TYPE=pr" >> $GITHUB_ENV
|
||||
# Handle issue comment events that reference a PR
|
||||
elif [ -n "${{ github.event.issue.pull_request }}" ]; then
|
||||
echo "ISSUE_NUMBER=${{ github.event.issue.number }}" >> $GITHUB_ENV
|
||||
echo "ISSUE_TYPE=pr" >> $GITHUB_ENV
|
||||
# Handle regular issue events
|
||||
else
|
||||
echo "ISSUE_NUMBER=${{ github.event.issue.number }}" >> $GITHUB_ENV
|
||||
echo "ISSUE_TYPE=issue" >> $GITHUB_ENV
|
||||
fi
|
||||
|
||||
if [ -n "$REVIEW_BODY" ]; then
|
||||
echo "COMMENT_ID=${{ github.event.review.id || 'None' }}" >> $GITHUB_ENV
|
||||
else
|
||||
echo "COMMENT_ID=${{ github.event.comment.id || 'None' }}" >> $GITHUB_ENV
|
||||
fi
|
||||
|
||||
echo "MAX_ITERATIONS=${{ inputs.max_iterations || 50 }}" >> $GITHUB_ENV
|
||||
echo "SANDBOX_ENV_GITHUB_TOKEN=${{ secrets.PAT_TOKEN || github.token }}" >> $GITHUB_ENV
|
||||
echo "SANDBOX_BASE_CONTAINER_IMAGE=${{ inputs.base_container_image }}" >> $GITHUB_ENV
|
||||
|
||||
# Set branch variables
|
||||
echo "TARGET_BRANCH=${{ inputs.target_branch || 'main' }}" >> $GITHUB_ENV
|
||||
|
||||
- name: Comment on issue with start message
|
||||
uses: actions/github-script@v7
|
||||
with:
|
||||
github-token: ${{ secrets.PAT_TOKEN || github.token }}
|
||||
script: |
|
||||
const issueType = process.env.ISSUE_TYPE;
|
||||
github.rest.issues.createComment({
|
||||
issue_number: ${{ env.ISSUE_NUMBER }},
|
||||
owner: context.repo.owner,
|
||||
repo: context.repo.repo,
|
||||
body: `[OpenHands](https://github.com/All-Hands-AI/OpenHands) started fixing the ${issueType}! You can monitor the progress [here](https://github.com/${context.repo.owner}/${context.repo.repo}/actions/runs/${context.runId}).`
|
||||
});
|
||||
|
||||
- name: Install OpenHands
|
||||
id: install_openhands
|
||||
uses: actions/github-script@v7
|
||||
env:
|
||||
COMMENT_BODY: ${{ github.event.comment.body || '' }}
|
||||
REVIEW_BODY: ${{ github.event.review.body || '' }}
|
||||
LABEL_NAME: ${{ github.event.label.name || '' }}
|
||||
EVENT_NAME: ${{ github.event_name }}
|
||||
with:
|
||||
script: |
|
||||
const commentBody = process.env.COMMENT_BODY.trim();
|
||||
const reviewBody = process.env.REVIEW_BODY.trim();
|
||||
const labelName = process.env.LABEL_NAME.trim();
|
||||
const eventName = process.env.EVENT_NAME.trim();
|
||||
// Check conditions
|
||||
const isExperimentalLabel = labelName === "fix-me-experimental";
|
||||
const isIssueCommentExperimental =
|
||||
(eventName === "issue_comment" || eventName === "pull_request_review_comment") &&
|
||||
commentBody.includes("@openhands-agent-exp");
|
||||
const isReviewCommentExperimental =
|
||||
eventName === "pull_request_review" && reviewBody.includes("@openhands-agent-exp");
|
||||
|
||||
// Set output variable
|
||||
core.setOutput('isExperimental', isExperimentalLabel || isIssueCommentExperimental || isReviewCommentExperimental);
|
||||
|
||||
// Perform package installation
|
||||
if (isExperimentalLabel || isIssueCommentExperimental || isReviewCommentExperimental) {
|
||||
console.log("Installing experimental OpenHands...");
|
||||
await exec.exec("python -m pip install --upgrade pip");
|
||||
await exec.exec("pip install git+https://github.com/all-hands-ai/openhands.git");
|
||||
} else {
|
||||
console.log("Installing from requirements.txt...");
|
||||
await exec.exec("python -m pip install --upgrade pip");
|
||||
await exec.exec("pip install -r /tmp/requirements.txt");
|
||||
}
|
||||
|
||||
- name: Attempt to resolve issue
|
||||
env:
|
||||
GITHUB_TOKEN: ${{ secrets.PAT_TOKEN || github.token }}
|
||||
GITHUB_USERNAME: ${{ secrets.PAT_USERNAME || 'openhands-agent' }}
|
||||
GIT_USERNAME: ${{ secrets.PAT_USERNAME || 'openhands-agent' }}
|
||||
LLM_MODEL: ${{ secrets.LLM_MODEL || inputs.LLM_MODEL }}
|
||||
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
|
||||
LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
|
||||
LLM_API_VERSION: ${{ inputs.LLM_API_VERSION }}
|
||||
PYTHONPATH: ""
|
||||
run: |
|
||||
cd /tmp && python -m openhands.resolver.resolve_issue \
|
||||
--selected-repo ${{ github.repository }} \
|
||||
--issue-number ${{ env.ISSUE_NUMBER }} \
|
||||
--issue-type ${{ env.ISSUE_TYPE }} \
|
||||
--max-iterations ${{ env.MAX_ITERATIONS }} \
|
||||
--comment-id ${{ env.COMMENT_ID }} \
|
||||
--is-experimental ${{ steps.install_openhands.outputs.isExperimental }}
|
||||
|
||||
- name: Check resolution result
|
||||
id: check_result
|
||||
run: |
|
||||
if cd /tmp && grep -q '"success":true' output/output.jsonl; then
|
||||
echo "RESOLUTION_SUCCESS=true" >> $GITHUB_OUTPUT
|
||||
else
|
||||
echo "RESOLUTION_SUCCESS=false" >> $GITHUB_OUTPUT
|
||||
fi
|
||||
|
||||
- name: Upload output.jsonl as artifact
|
||||
uses: actions/upload-artifact@v4
|
||||
if: always() # Upload even if the previous steps fail
|
||||
with:
|
||||
name: resolver-output
|
||||
path: /tmp/output/output.jsonl
|
||||
retention-days: 30 # Keep the artifact for 30 days
|
||||
|
||||
- name: Create draft PR or push branch
|
||||
if: always() # Create PR or branch even if the previous steps fail
|
||||
env:
|
||||
GITHUB_TOKEN: ${{ secrets.PAT_TOKEN || github.token }}
|
||||
GITHUB_USERNAME: ${{ secrets.PAT_USERNAME || 'openhands-agent' }}
|
||||
GIT_USERNAME: ${{ secrets.PAT_USERNAME || 'openhands-agent' }}
|
||||
LLM_MODEL: ${{ secrets.LLM_MODEL || inputs.LLM_MODEL }}
|
||||
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
|
||||
LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
|
||||
LLM_API_VERSION: ${{ inputs.LLM_API_VERSION }}
|
||||
PYTHONPATH: ""
|
||||
run: |
|
||||
if [ "${{ steps.check_result.outputs.RESOLUTION_SUCCESS }}" == "true" ]; then
|
||||
cd /tmp && python -m openhands.resolver.send_pull_request \
|
||||
--issue-number ${{ env.ISSUE_NUMBER }} \
|
||||
--target-branch ${{ env.TARGET_BRANCH }} \
|
||||
--pr-type ${{ inputs.pr_type || 'draft' }} \
|
||||
--reviewer ${{ github.actor }} | tee pr_result.txt && \
|
||||
grep "PR created" pr_result.txt | sed 's/.*\///g' > pr_number.txt
|
||||
else
|
||||
cd /tmp && python -m openhands.resolver.send_pull_request \
|
||||
--issue-number ${{ env.ISSUE_NUMBER }} \
|
||||
--pr-type branch \
|
||||
--send-on-failure | tee branch_result.txt && \
|
||||
grep "branch created" branch_result.txt | sed 's/.*\///g; s/.expand=1//g' > branch_name.txt
|
||||
fi
|
||||
|
||||
# Step leaves comment for when agent is invoked on PR
|
||||
- name: Analyze Push Logs (Updated PR or No Changes) # Skip comment if PR update was successful OR leave comment if the agent made no code changes
|
||||
uses: actions/github-script@v7
|
||||
if: always()
|
||||
env:
|
||||
AGENT_RESPONDED: ${{ env.AGENT_RESPONDED || 'false' }}
|
||||
ISSUE_NUMBER: ${{ env.ISSUE_NUMBER }}
|
||||
with:
|
||||
github-token: ${{ secrets.PAT_TOKEN || github.token }}
|
||||
script: |
|
||||
const fs = require('fs');
|
||||
const issueNumber = process.env.ISSUE_NUMBER;
|
||||
let logContent = '';
|
||||
|
||||
try {
|
||||
logContent = fs.readFileSync('/tmp/pr_result.txt', 'utf8').trim();
|
||||
} catch (error) {
|
||||
console.error('Error reading pr_result.txt file:', error);
|
||||
}
|
||||
|
||||
const noChangesMessage = `No changes to commit for issue #${issueNumber}. Skipping commit.`;
|
||||
|
||||
// Check logs from send_pull_request.py (pushes code to GitHub)
|
||||
if (logContent.includes("Updated pull request")) {
|
||||
console.log("Updated pull request found. Skipping comment.");
|
||||
process.env.AGENT_RESPONDED = 'true';
|
||||
} else if (logContent.includes(noChangesMessage)) {
|
||||
github.rest.issues.createComment({
|
||||
issue_number: issueNumber,
|
||||
owner: context.repo.owner,
|
||||
repo: context.repo.repo,
|
||||
body: `The workflow to fix this issue encountered an error. Openhands failed to create any code changes.`
|
||||
});
|
||||
process.env.AGENT_RESPONDED = 'true';
|
||||
}
|
||||
|
||||
# Step leaves comment for when agent is invoked on issue
|
||||
- name: Comment on issue # Comment link to either PR or branch created by agent
|
||||
uses: actions/github-script@v7
|
||||
if: always() # Comment on issue even if the previous steps fail
|
||||
env:
|
||||
AGENT_RESPONDED: ${{ env.AGENT_RESPONDED || 'false' }}
|
||||
ISSUE_NUMBER: ${{ env.ISSUE_NUMBER }}
|
||||
RESOLUTION_SUCCESS: ${{ steps.check_result.outputs.RESOLUTION_SUCCESS }}
|
||||
with:
|
||||
github-token: ${{ secrets.PAT_TOKEN || github.token }}
|
||||
script: |
|
||||
const fs = require('fs');
|
||||
const path = require('path');
|
||||
const issueNumber = process.env.ISSUE_NUMBER;
|
||||
const success = process.env.RESOLUTION_SUCCESS === 'true';
|
||||
|
||||
let prNumber = '';
|
||||
let branchName = '';
|
||||
let resultExplanation = '';
|
||||
|
||||
try {
|
||||
if (success) {
|
||||
prNumber = fs.readFileSync('/tmp/pr_number.txt', 'utf8').trim();
|
||||
} else {
|
||||
branchName = fs.readFileSync('/tmp/branch_name.txt', 'utf8').trim();
|
||||
}
|
||||
} catch (error) {
|
||||
console.error('Error reading file:', error);
|
||||
}
|
||||
|
||||
|
||||
try {
|
||||
if (!success){
|
||||
// Read result_explanation from JSON file for failed resolution
|
||||
const outputFilePath = path.resolve('/tmp/output/output.jsonl');
|
||||
if (fs.existsSync(outputFilePath)) {
|
||||
const outputContent = fs.readFileSync(outputFilePath, 'utf8');
|
||||
const jsonLines = outputContent.split('\n').filter(line => line.trim() !== '');
|
||||
|
||||
if (jsonLines.length > 0) {
|
||||
// First entry in JSON lines has the key 'result_explanation'
|
||||
const firstEntry = JSON.parse(jsonLines[0]);
|
||||
resultExplanation = firstEntry.result_explanation || '';
|
||||
}
|
||||
}
|
||||
}
|
||||
} catch (error){
|
||||
console.error('Error reading file:', error);
|
||||
}
|
||||
|
||||
// Check "success" log from resolver output
|
||||
if (success && prNumber) {
|
||||
github.rest.issues.createComment({
|
||||
issue_number: issueNumber,
|
||||
owner: context.repo.owner,
|
||||
repo: context.repo.repo,
|
||||
body: `A potential fix has been generated and a draft PR #${prNumber} has been created. Please review the changes.`
|
||||
});
|
||||
process.env.AGENT_RESPONDED = 'true';
|
||||
} else if (!success && branchName) {
|
||||
let commentBody = `An attempt was made to automatically fix this issue, but it was unsuccessful. A branch named '${branchName}' has been created with the attempted changes. You can view the branch [here](https://github.com/${context.repo.owner}/${context.repo.repo}/tree/${branchName}). Manual intervention may be required.`;
|
||||
|
||||
if (resultExplanation) {
|
||||
commentBody += `\n\nAdditional details about the failure:\n${resultExplanation}`;
|
||||
}
|
||||
|
||||
github.rest.issues.createComment({
|
||||
issue_number: issueNumber,
|
||||
owner: context.repo.owner,
|
||||
repo: context.repo.repo,
|
||||
body: commentBody
|
||||
});
|
||||
process.env.AGENT_RESPONDED = 'true';
|
||||
}
|
||||
|
||||
# Leave error comment when both PR/Issue comment handling fail
|
||||
- name: Fallback Error Comment
|
||||
uses: actions/github-script@v7
|
||||
if: ${{ env.AGENT_RESPONDED == 'false' }} # Only run if no conditions were met in previous steps
|
||||
env:
|
||||
ISSUE_NUMBER: ${{ env.ISSUE_NUMBER }}
|
||||
with:
|
||||
github-token: ${{ secrets.PAT_TOKEN || github.token }}
|
||||
script: |
|
||||
const issueNumber = process.env.ISSUE_NUMBER;
|
||||
|
||||
github.rest.issues.createComment({
|
||||
issue_number: issueNumber,
|
||||
owner: context.repo.owner,
|
||||
repo: context.repo.repo,
|
||||
body: `The workflow to fix this issue encountered an error. Please check the [workflow logs](https://github.com/${context.repo.owner}/${context.repo.repo}/actions/runs/${context.runId}) for more information.`
|
||||
});
|
||||
55
.github/workflows/py-unit-tests.yml
vendored
55
.github/workflows/py-unit-tests.yml
vendored
@@ -1,55 +0,0 @@
|
||||
# Workflow that runs python unit tests
|
||||
name: Run Python Unit Tests
|
||||
|
||||
# The jobs in this workflow are required, so they must run at all times
|
||||
# * Always run on "main"
|
||||
# * Always run on PRs
|
||||
on:
|
||||
push:
|
||||
branches:
|
||||
- main
|
||||
pull_request:
|
||||
|
||||
# If triggered by a PR, it will be in the same group. However, each commit on main will be in its own unique group
|
||||
concurrency:
|
||||
group: ${{ github.workflow }}-${{ (github.head_ref && github.ref) || github.run_id }}
|
||||
cancel-in-progress: true
|
||||
|
||||
jobs:
|
||||
# Run python unit tests on Linux
|
||||
test-on-linux:
|
||||
name: Python Unit Tests on Linux
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
env:
|
||||
INSTALL_DOCKER: '0' # Set to '0' to skip Docker installation
|
||||
strategy:
|
||||
matrix:
|
||||
python-version: ['3.12']
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
- name: Set up Docker Buildx
|
||||
id: buildx
|
||||
uses: docker/setup-buildx-action@v3
|
||||
- name: Install tmux
|
||||
run: sudo apt-get update && sudo apt-get install -y tmux
|
||||
- name: Setup Node.js
|
||||
uses: useblacksmith/setup-node@v5
|
||||
with:
|
||||
node-version: '22.x'
|
||||
- name: Install poetry via pipx
|
||||
run: pipx install poetry
|
||||
- name: Set up Python
|
||||
uses: useblacksmith/setup-python@v6
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
cache: 'poetry'
|
||||
- name: Install Python dependencies using Poetry
|
||||
run: poetry install --without evaluation
|
||||
- name: Build Environment
|
||||
run: make build
|
||||
- name: Run Tests
|
||||
run: poetry run pytest --forked -n auto --cov=openhands --cov-report=xml -svv ./tests/unit
|
||||
- name: Upload coverage to Codecov
|
||||
uses: codecov/codecov-action@v5
|
||||
env:
|
||||
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
|
||||
31
.github/workflows/pypi-release.yml
vendored
31
.github/workflows/pypi-release.yml
vendored
@@ -1,31 +0,0 @@
|
||||
# Publishes the OpenHands PyPi package
|
||||
name: Publish PyPi Package
|
||||
|
||||
# Triggered manually
|
||||
on:
|
||||
workflow_dispatch:
|
||||
inputs:
|
||||
reason:
|
||||
description: 'Reason for manual trigger'
|
||||
required: true
|
||||
default: ''
|
||||
|
||||
jobs:
|
||||
release:
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
- uses: useblacksmith/setup-python@v6
|
||||
with:
|
||||
python-version: 3.12
|
||||
- name: Install Poetry
|
||||
uses: snok/install-poetry@v1.4.1
|
||||
with:
|
||||
virtualenvs-in-project: true
|
||||
virtualenvs-path: ~/.virtualenvs
|
||||
- name: Install Poetry Dependencies
|
||||
run: poetry install --no-interaction --no-root
|
||||
- name: Build poetry project
|
||||
run: ./build.sh
|
||||
- name: publish
|
||||
run: poetry publish -u __token__ -p ${{ secrets.PYPI_TOKEN }}
|
||||
54
.github/workflows/run-eval.yml
vendored
54
.github/workflows/run-eval.yml
vendored
@@ -1,54 +0,0 @@
|
||||
# Run evaluation on a PR
|
||||
name: Run Eval
|
||||
|
||||
# Runs when a PR is labeled with one of the "run-eval-" labels
|
||||
on:
|
||||
pull_request:
|
||||
types: [labeled]
|
||||
|
||||
jobs:
|
||||
trigger-job:
|
||||
name: Trigger remote eval job
|
||||
if: ${{ github.event.label.name == 'run-eval-xs' || github.event.label.name == 'run-eval-s' || github.event.label.name == 'run-eval-m' }}
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
|
||||
steps:
|
||||
- name: Checkout PR branch
|
||||
uses: actions/checkout@v4
|
||||
with:
|
||||
ref: ${{ github.head_ref }}
|
||||
|
||||
- name: Trigger remote job
|
||||
env:
|
||||
PR_BRANCH: ${{ github.head_ref }}
|
||||
run: |
|
||||
REPO_URL="https://github.com/${{ github.repository }}"
|
||||
echo "Repository URL: $REPO_URL"
|
||||
echo "PR Branch: $PR_BRANCH"
|
||||
|
||||
if [[ "${{ github.event.label.name }}" == "run-eval-xs" ]]; then
|
||||
EVAL_INSTANCES="1"
|
||||
elif [[ "${{ github.event.label.name }}" == "run-eval-s" ]]; then
|
||||
EVAL_INSTANCES="5"
|
||||
elif [[ "${{ github.event.label.name }}" == "run-eval-m" ]]; then
|
||||
EVAL_INSTANCES="30"
|
||||
fi
|
||||
|
||||
curl -X POST \
|
||||
-H "Authorization: Bearer ${{ secrets.PAT_TOKEN }}" \
|
||||
-H "Accept: application/vnd.github+json" \
|
||||
-d "{\"ref\": \"main\", \"inputs\": {\"github-repo\": \"${REPO_URL}\", \"github-branch\": \"${PR_BRANCH}\", \"pr-number\": \"${{ github.event.pull_request.number }}\", \"eval-instances\": \"${EVAL_INSTANCES}\"}}" \
|
||||
https://api.github.com/repos/All-Hands-AI/evaluation/actions/workflows/create-branch.yml/dispatches
|
||||
|
||||
# Send Slack message
|
||||
PR_URL="https://github.com/${{ github.repository }}/pull/${{ github.event.pull_request.number }}"
|
||||
slack_text="PR $PR_URL has triggered evaluation on $EVAL_INSTANCES instances..."
|
||||
curl -X POST -H 'Content-type: application/json' --data '{"text":"'"$slack_text"'"}' \
|
||||
https://hooks.slack.com/services/${{ secrets.SLACK_TOKEN }}
|
||||
|
||||
- name: Comment on PR
|
||||
uses: KeisukeYamashita/create-comment@v1
|
||||
with:
|
||||
unique: false
|
||||
comment: |
|
||||
Running evaluation on the PR. Once eval is done, the results will be posted.
|
||||
22
.github/workflows/stale.yml
vendored
22
.github/workflows/stale.yml
vendored
@@ -1,22 +0,0 @@
|
||||
# Workflow that marks issues and PRs with no activity for 30 days with "Stale" and closes them after 7 more days of no activity
|
||||
name: 'Close stale issues'
|
||||
|
||||
# Runs every day at 01:30
|
||||
on:
|
||||
schedule:
|
||||
- cron: '30 1 * * *'
|
||||
|
||||
jobs:
|
||||
stale:
|
||||
runs-on: blacksmith-4vcpu-ubuntu-2204
|
||||
steps:
|
||||
- uses: actions/stale@v9
|
||||
with:
|
||||
stale-issue-message: 'This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.'
|
||||
stale-pr-message: 'This PR is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.'
|
||||
days-before-stale: 30
|
||||
exempt-issue-labels: 'tracked'
|
||||
close-issue-message: 'This issue was closed because it has been stalled for over 30 days with no activity.'
|
||||
close-pr-message: 'This PR was closed because it has been stalled for over 30 days with no activity.'
|
||||
days-before-close: 7
|
||||
operations-per-run: 150
|
||||
235
.gitignore
vendored
235
.gitignore
vendored
@@ -1,235 +0,0 @@
|
||||
# Byte-compiled / optimized / DLL files
|
||||
__pycache__/
|
||||
*.py[cod]
|
||||
*$py.class
|
||||
|
||||
# C extensions
|
||||
*.so
|
||||
|
||||
# Distribution / packaging
|
||||
.Python
|
||||
build/
|
||||
develop-eggs/
|
||||
dist/
|
||||
downloads/
|
||||
eggs/
|
||||
.eggs/
|
||||
./lib/
|
||||
lib64/
|
||||
parts/
|
||||
sdist/
|
||||
var/
|
||||
wheels/
|
||||
share/python-wheels/
|
||||
*.egg-info/
|
||||
.installed.cfg
|
||||
*.egg
|
||||
MANIFEST
|
||||
requirements.txt
|
||||
|
||||
# PyInstaller
|
||||
# Usually these files are written by a python script from a template
|
||||
# before PyInstaller builds the exe, so as to inject date/other infos into it.
|
||||
*.manifest
|
||||
*.spec
|
||||
|
||||
# Installer logs
|
||||
pip-log.txt
|
||||
pip-delete-this-directory.txt
|
||||
|
||||
# Unit test / coverage reports
|
||||
htmlcov/
|
||||
.tox/
|
||||
.nox/
|
||||
.coverage
|
||||
.coverage.*
|
||||
.cache
|
||||
nosetests.xml
|
||||
coverage.xml
|
||||
*.cover
|
||||
*.py,cover
|
||||
.hypothesis/
|
||||
.pytest_cache/
|
||||
cover/
|
||||
|
||||
# Translations
|
||||
*.mo
|
||||
*.pot
|
||||
|
||||
# Django stuff:
|
||||
local_settings.py
|
||||
db.sqlite3
|
||||
db.sqlite3-journal
|
||||
|
||||
# Flask stuff:
|
||||
instance/
|
||||
.webassets-cache
|
||||
|
||||
# Scrapy stuff:
|
||||
.scrapy
|
||||
|
||||
# Sphinx documentation
|
||||
docs/_build/
|
||||
|
||||
# PyBuilder
|
||||
.pybuilder/
|
||||
target/
|
||||
|
||||
# Jupyter Notebook
|
||||
.ipynb_checkpoints
|
||||
|
||||
# IPython
|
||||
profile_default/
|
||||
ipython_config.py
|
||||
|
||||
# pyenv
|
||||
# For a library or package, you might want to ignore these files since the code is
|
||||
# intended to run in multiple environments; otherwise, check them in:
|
||||
.python-version
|
||||
|
||||
# pipenv
|
||||
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
|
||||
# However, in case of collaboration, if having platform-specific dependencies or dependencies
|
||||
# having no cross-platform support, pipenv may install dependencies that don't work, or not
|
||||
# install all needed dependencies.
|
||||
#Pipfile.lock
|
||||
|
||||
# poetry
|
||||
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
|
||||
# This is especially recommended for binary packages to ensure reproducibility, and is more
|
||||
# commonly ignored for libraries.
|
||||
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
|
||||
# poetry.lock
|
||||
|
||||
# pdm
|
||||
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
|
||||
#pdm.lock
|
||||
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
|
||||
# in version control.
|
||||
# https://pdm.fming.dev/#use-with-ide
|
||||
.pdm.toml
|
||||
|
||||
# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
|
||||
__pypackages__/
|
||||
|
||||
# Celery stuff
|
||||
celerybeat-schedule
|
||||
celerybeat.pid
|
||||
|
||||
# SageMath parsed files
|
||||
*.sage.py
|
||||
|
||||
# Environments
|
||||
.env
|
||||
frontend/.env
|
||||
.venv
|
||||
env/
|
||||
venv/
|
||||
ENV/
|
||||
env.bak/
|
||||
.env.bak
|
||||
venv.bak/
|
||||
*venv/
|
||||
|
||||
# Spyder project settings
|
||||
.spyderproject
|
||||
.spyproject
|
||||
|
||||
# Rope project settings
|
||||
.ropeproject
|
||||
|
||||
# mkdocs documentation
|
||||
/site
|
||||
|
||||
# mypy
|
||||
.mypy_cache/
|
||||
.dmypy.json
|
||||
dmypy.json
|
||||
|
||||
# Pyre type checker
|
||||
.pyre/
|
||||
|
||||
# pytype static type analyzer
|
||||
.pytype/
|
||||
|
||||
# Cython debug symbols
|
||||
cython_debug/
|
||||
|
||||
# PyCharm
|
||||
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
|
||||
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
|
||||
# and can be added to the global gitignore or merged into this file. For a more nuclear
|
||||
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
|
||||
.idea/
|
||||
.vscode/
|
||||
.cursorignore
|
||||
|
||||
# evaluation
|
||||
evaluation/evaluation_outputs
|
||||
evaluation/outputs
|
||||
evaluation/swe_bench/eval_workspace*
|
||||
evaluation/SWE-bench/data
|
||||
evaluation/webarena/scripts/webarena_env.sh
|
||||
evaluation/bird/data
|
||||
evaluation/gaia/data
|
||||
evaluation/gorilla/data
|
||||
evaluation/toolqa/data
|
||||
evaluation/scienceagentbench/benchmark
|
||||
evaluation/commit0_bench/repos
|
||||
|
||||
# openhands resolver
|
||||
output/
|
||||
|
||||
# frontend
|
||||
|
||||
# dependencies
|
||||
frontend/.pnp
|
||||
frontend/bun.lockb
|
||||
frontend/yarn.lock
|
||||
.pnp.js
|
||||
|
||||
# testing
|
||||
frontend/coverage
|
||||
test_results*
|
||||
/_test_files_tmp/
|
||||
|
||||
# production
|
||||
frontend/build
|
||||
frontend/dist
|
||||
|
||||
# misc
|
||||
.DS_Store
|
||||
.env.local
|
||||
.env.development.local
|
||||
.env.test.local
|
||||
.env.production.local
|
||||
|
||||
npm-debug.log*
|
||||
yarn-debug.log*
|
||||
yarn-error.log*
|
||||
|
||||
logs
|
||||
|
||||
# agent
|
||||
.envrc
|
||||
/workspace
|
||||
/_test_workspace
|
||||
/debug
|
||||
cache
|
||||
|
||||
# configuration
|
||||
config.toml
|
||||
config.toml_
|
||||
config.toml.bak
|
||||
|
||||
# swe-bench-eval
|
||||
image_build_logs
|
||||
run_instance_logs
|
||||
|
||||
runtime_*.tar
|
||||
|
||||
# docker build
|
||||
containers/runtime/Dockerfile
|
||||
containers/runtime/project.tar.gz
|
||||
containers/runtime/code
|
||||
**/node_modules/
|
||||
@@ -1,172 +0,0 @@
|
||||
# OpenHands Glossary
|
||||
|
||||
### Agent
|
||||
The core AI entity in OpenHands that can perform software development tasks by interacting with tools, browsing the web, and modifying code.
|
||||
|
||||
#### Agent Controller
|
||||
A component that manages the agent's lifecycle, handles its state, and coordinates interactions between the agent and various tools.
|
||||
|
||||
#### Agent Delegation
|
||||
The ability of an agent to hand off specific tasks to other specialized agents for better task completion.
|
||||
|
||||
#### Agent Hub
|
||||
A central registry of different agent types and their capabilities, allowing for easy agent selection and instantiation.
|
||||
|
||||
#### Agent Skill
|
||||
A specific capability or function that an agent can perform, such as file manipulation, web browsing, or code editing.
|
||||
|
||||
#### Agent State
|
||||
The current context and status of an agent, including its memory, active tools, and ongoing tasks.
|
||||
|
||||
#### CodeAct Agent
|
||||
[A generalist agent in OpenHands](https://arxiv.org/abs/2407.16741) designed to perform tasks by editing and executing code.
|
||||
|
||||
### Browser
|
||||
A system for web-based interactions and tasks.
|
||||
|
||||
#### Browser Gym
|
||||
A testing and evaluation environment for browser-based agent interactions and tasks.
|
||||
|
||||
#### Web Browser Tool
|
||||
A tool that enables agents to interact with web pages and perform web-based tasks.
|
||||
|
||||
### Commands
|
||||
Terminal and execution related functionality.
|
||||
|
||||
#### Bash Session
|
||||
A persistent terminal session that maintains state and history for bash command execution.
|
||||
This uses tmux under the hood.
|
||||
|
||||
### Configuration
|
||||
System-wide settings and options.
|
||||
|
||||
#### Agent Configuration
|
||||
Settings that define an agent's behavior, capabilities, and limitations, including available tools and runtime settings.
|
||||
|
||||
#### Configuration Options
|
||||
Settings that control various aspects of OpenHands behavior, including runtime, security, and agent settings.
|
||||
|
||||
#### LLM Config
|
||||
Configuration settings for language models used by agents, including model selection and parameters.
|
||||
|
||||
#### LLM Draft Config
|
||||
Settings for draft mode operations with language models, typically used for faster, lower-quality responses.
|
||||
|
||||
#### Runtime Configuration
|
||||
Settings that define how the runtime environment should be set up and operated.
|
||||
|
||||
#### Security Options
|
||||
Configuration settings that control security features and restrictions.
|
||||
|
||||
### Conversation
|
||||
A sequence of interactions between a user and an agent, including messages, actions, and their results.
|
||||
|
||||
#### Conversation Info
|
||||
Metadata about a conversation, including its status, participants, and timeline.
|
||||
|
||||
#### Conversation Manager
|
||||
A component that handles the creation, storage, and retrieval of conversations.
|
||||
|
||||
#### Conversation Metadata
|
||||
Additional information about conversations, such as tags, timestamps, and related resources.
|
||||
|
||||
#### Conversation Status
|
||||
The current state of a conversation, including whether it's active, completed, or failed.
|
||||
|
||||
#### Conversation Store
|
||||
A storage system for maintaining conversation history and related data.
|
||||
|
||||
### Events
|
||||
|
||||
#### Event
|
||||
Every Conversation comprises a series of Events. Each Event is either an Action or an Observation.
|
||||
|
||||
#### Event Stream
|
||||
A continuous flow of events that represents the ongoing activities and interactions in the system.
|
||||
|
||||
#### Action
|
||||
A specific operation or command that an agent executes through available tools, such as running a command or editing a file.
|
||||
|
||||
#### Observation
|
||||
The response or result returned by a tool after an agent's action, providing feedback about the action's outcome.
|
||||
|
||||
### Interface
|
||||
Different ways to interact with OpenHands.
|
||||
|
||||
#### CLI Mode
|
||||
A command-line interface mode for interacting with OpenHands agents without a graphical interface.
|
||||
|
||||
#### GUI Mode
|
||||
A graphical user interface mode for interacting with OpenHands agents through a web interface.
|
||||
|
||||
#### Headless Mode
|
||||
A mode of operation where OpenHands runs without a user interface, suitable for automation and scripting.
|
||||
|
||||
### Agent Memory
|
||||
The system that decides which parts of the Event Stream (i.e. the conversation history) should be passed into each LLM prompt.
|
||||
|
||||
#### Memory Store
|
||||
A storage system for maintaining agent memory and context across sessions.
|
||||
|
||||
#### Condenser
|
||||
A component that processes and summarizes conversation history to maintain context while staying within token limits.
|
||||
|
||||
#### Truncation
|
||||
A very simple Condenser strategy. Reduces conversation history or content to stay within token limits.
|
||||
|
||||
### Microagent
|
||||
A specialized prompt that enhances OpenHands with domain-specific knowledge, repository-specific context, and task-specific workflows.
|
||||
|
||||
#### Microagent Registry
|
||||
A central repository of available microagents and their configurations.
|
||||
|
||||
#### Public Microagent
|
||||
A general-purpose microagent available to all OpenHands users, triggered by specific keywords.
|
||||
|
||||
#### Repository Microagent
|
||||
A type of microagent that provides repository-specific context and guidelines, stored in the `.openhands/microagents/` directory.
|
||||
|
||||
### Prompt
|
||||
Components for managing and processing prompts.
|
||||
|
||||
#### Prompt Caching
|
||||
A system for caching and reusing common prompts to improve performance.
|
||||
|
||||
#### Prompt Manager
|
||||
A component that handles the loading, processing, and management of prompts used by agents, including microagents.
|
||||
|
||||
#### Response Parsing
|
||||
The process of interpreting and structuring responses from language models and tools.
|
||||
|
||||
### Runtime
|
||||
The execution environment where agents perform their tasks, which can be local, remote, or containerized.
|
||||
|
||||
#### Action Execution Server
|
||||
A REST API that receives agent actions (e.g. bash commands, python code, browsing actions), executes them in the runtime environment, and returns the results.
|
||||
|
||||
#### Action Execution Client
|
||||
A component that handles the execution of actions in the runtime environment, managing the communication between the agent and the runtime.
|
||||
|
||||
#### Docker Runtime
|
||||
A containerized runtime environment that provides isolation and reproducibility for agent operations.
|
||||
|
||||
#### E2B Runtime
|
||||
A specialized runtime environment built on E2B for secure and isolated code execution.
|
||||
|
||||
#### Local Runtime
|
||||
A runtime environment that executes on the local machine, suitable for development and testing.
|
||||
|
||||
#### Modal Runtime
|
||||
A runtime environment built on Modal for scalable and distributed agent operations.
|
||||
|
||||
#### Remote Runtime
|
||||
A sandboxed environment that executes code and commands remotely, providing isolation and security for agent operations.
|
||||
|
||||
#### Runtime Builder
|
||||
A component that builds a Docker image for the Action Execution Server based on a user-specified base image.
|
||||
|
||||
### Security
|
||||
Security-related components and features.
|
||||
|
||||
#### Security Analyzer
|
||||
A component that checks agent actions for potential security risks.
|
||||
@@ -1,73 +0,0 @@
|
||||
---
|
||||
name: repo
|
||||
type: repo
|
||||
agent: CodeActAgent
|
||||
---
|
||||
This repository contains the code for OpenHands, an automated AI software engineer. It has a Python backend
|
||||
(in the `openhands` directory) and React frontend (in the `frontend` directory).
|
||||
|
||||
## General Setup:
|
||||
To set up the entire repo, including frontend and backend, run `make build`.
|
||||
You don't need to do this unless the user asks you to, or if you're trying to run the entire application.
|
||||
|
||||
IMPORTANT: Before making any changes to the codebase, ALWAYS run `make install-pre-commit-hooks` to ensure pre-commit hooks are properly installed.
|
||||
|
||||
Before pushing any changes, you MUST ensure that any lint errors or simple test errors have been fixed.
|
||||
|
||||
* If you've made changes to the backend, you should run `pre-commit run --all-files --config ./dev_config/python/.pre-commit-config.yaml`
|
||||
* If you've made changes to the frontend, you should run `cd frontend && npm run lint:fix && npm run build ; cd ..`
|
||||
|
||||
The pre-commit hooks MUST pass successfully before pushing any changes to the repository. This is a mandatory requirement to maintain code quality and consistency.
|
||||
|
||||
If either command fails, it may have automatically fixed some issues. You should fix any issues that weren't automatically fixed,
|
||||
then re-run the command to ensure it passes. Common issues include:
|
||||
- Mypy type errors
|
||||
- Ruff formatting issues
|
||||
- Trailing whitespace
|
||||
- Missing newlines at end of files
|
||||
|
||||
## Repository Structure
|
||||
Backend:
|
||||
- Located in the `openhands` directory
|
||||
- Testing:
|
||||
- All tests are in `tests/unit/test_*.py`
|
||||
- To test new code, run `poetry run pytest tests/unit/test_xxx.py` where `xxx` is the appropriate file for the current functionality
|
||||
- Write all tests with pytest
|
||||
|
||||
Frontend:
|
||||
- Located in the `frontend` directory
|
||||
- Prerequisites: A recent version of NodeJS / NPM
|
||||
- Setup: Run `npm install` in the frontend directory
|
||||
- Testing:
|
||||
- Run tests: `npm run test`
|
||||
- To run specific tests: `npm run test -- -t "TestName"`
|
||||
- Our test framework is vitest
|
||||
- Building:
|
||||
- Build for production: `npm run build`
|
||||
- Environment Variables:
|
||||
- Set in `frontend/.env` or as environment variables
|
||||
- Available variables: VITE_BACKEND_HOST, VITE_USE_TLS, VITE_INSECURE_SKIP_VERIFY, VITE_FRONTEND_PORT
|
||||
- Internationalization:
|
||||
- Generate i18n declaration file: `npm run make-i18n`
|
||||
|
||||
|
||||
## Template for Github Pull Request
|
||||
|
||||
If you are starting a pull request (PR), please follow the template in `.github/pull_request_template.md`.
|
||||
|
||||
## Implementation Details
|
||||
|
||||
These details may or may not be useful for your current task.
|
||||
|
||||
### Frontend
|
||||
|
||||
#### Action Handling:
|
||||
- Actions are defined in `frontend/src/types/action-type.ts`
|
||||
- The `HANDLED_ACTIONS` array in `frontend/src/state/chat-slice.ts` determines which actions are displayed as collapsible UI elements
|
||||
- To add a new action type to the UI:
|
||||
1. Add the action type to the `HANDLED_ACTIONS` array
|
||||
2. Implement the action handling in `addAssistantAction` function in chat-slice.ts
|
||||
3. Add a translation key in the format `ACTION_MESSAGE$ACTION_NAME` to the i18n files
|
||||
- Actions with `thought` property are displayed in the UI based on their action type:
|
||||
- Regular actions (like "run", "edit") display the thought as a separate message
|
||||
- Special actions (like "think") are displayed as collapsible elements only
|
||||
@@ -1,5 +0,0 @@
|
||||
#! /bin/bash
|
||||
|
||||
echo "Setting up the environment..."
|
||||
|
||||
python -m pip install pre-commit
|
||||
55
CITATION.cff
55
CITATION.cff
@@ -1,55 +0,0 @@
|
||||
cff-version: 1.2.0
|
||||
message: "If you use this software, please cite it using the following metadata."
|
||||
title: "OpenHands: An Open Platform for AI Software Developers as Generalist Agents"
|
||||
authors:
|
||||
- family-names: Wang
|
||||
given-names: Xingyao
|
||||
- family-names: Li
|
||||
given-names: Boxuan
|
||||
- family-names: Song
|
||||
given-names: Yufan
|
||||
- family-names: Xu
|
||||
given-names: Frank F.
|
||||
- family-names: Tang
|
||||
given-names: Xiangru
|
||||
- family-names: Zhuge
|
||||
given-names: Mingchen
|
||||
- family-names: Pan
|
||||
given-names: Jiayi
|
||||
- family-names: Song
|
||||
given-names: Yueqi
|
||||
- family-names: Li
|
||||
given-names: Bowen
|
||||
- family-names: Singh
|
||||
given-names: Jaskirat
|
||||
- family-names: Tran
|
||||
given-names: Hoang H.
|
||||
- family-names: Li
|
||||
given-names: Fuqiang
|
||||
- family-names: Ma
|
||||
given-names: Ren
|
||||
- family-names: Zheng
|
||||
given-names: Mingzhang
|
||||
- family-names: Qian
|
||||
given-names: Bill
|
||||
- family-names: Shao
|
||||
given-names: Yanjun
|
||||
- family-names: Muennighoff
|
||||
given-names: Niklas
|
||||
- family-names: Zhang
|
||||
given-names: Yizhe
|
||||
- family-names: Hui
|
||||
given-names: Binyuan
|
||||
- family-names: Lin
|
||||
given-names: Junyang
|
||||
- family-names: Brennan
|
||||
given-names: Robert
|
||||
- family-names: Peng
|
||||
given-names: Hao
|
||||
- family-names: Ji
|
||||
given-names: Heng
|
||||
- family-names: Neubig
|
||||
given-names: Graham
|
||||
year: 2024
|
||||
doi: "10.48550/arXiv.2407.16741"
|
||||
url: "https://arxiv.org/abs/2407.16741"
|
||||
@@ -1,147 +0,0 @@
|
||||
|
||||
# Contributor Covenant Code of Conduct
|
||||
|
||||
## Our Pledge
|
||||
|
||||
We as members, contributors, and leaders pledge to make participation in our
|
||||
community a harassment-free experience for everyone, regardless of age, body
|
||||
size, visible or invisible disability, ethnicity, sex characteristics, gender
|
||||
identity and expression, level of experience, education, socio-economic status,
|
||||
nationality, personal appearance, race, caste, color, religion, or sexual
|
||||
identity and orientation.
|
||||
|
||||
We pledge to act and interact in ways that contribute to an open, welcoming,
|
||||
diverse, inclusive, and healthy community.
|
||||
|
||||
## Our Standards
|
||||
|
||||
Examples of behavior that contributes to a positive environment for our
|
||||
community include:
|
||||
|
||||
* Demonstrating empathy and kindness toward other people.
|
||||
* Being respectful of differing opinions, viewpoints, and experiences.
|
||||
* Giving and gracefully accepting constructive feedback.
|
||||
* Accepting responsibility and apologizing to those affected by our mistakes,
|
||||
and learning from the experience.
|
||||
* Focusing on what is best not just for us as individuals, but for the overall
|
||||
community.
|
||||
|
||||
Examples of unacceptable behavior include:
|
||||
|
||||
* The use of sexualized language or imagery, and sexual attention or advances of
|
||||
any kind.
|
||||
* Trolling, insulting or derogatory comments, and personal or political attacks.
|
||||
* Public or private harassment.
|
||||
* Publishing others' private information, such as a physical or email address,
|
||||
without their explicit permission.
|
||||
* Other conduct which could reasonably be considered inappropriate in a
|
||||
professional setting.
|
||||
|
||||
## Enforcement Responsibilities
|
||||
|
||||
Community leaders are responsible for clarifying and enforcing our standards of
|
||||
acceptable behavior and will take appropriate and fair corrective action in
|
||||
response to any behavior that they deem inappropriate, threatening, offensive,
|
||||
or harmful.
|
||||
|
||||
Community leaders have the right and responsibility to remove, edit, or reject
|
||||
comments, commits, code, wiki edits, issues, and other contributions that are
|
||||
not aligned to this Code of Conduct, and will communicate reasons for moderation
|
||||
decisions when appropriate.
|
||||
|
||||
## Scope
|
||||
|
||||
This Code of Conduct applies within all community spaces, and also applies when
|
||||
an individual is officially representing the community in public spaces.
|
||||
Examples of representing our community include using an official email address,
|
||||
posting via an official social media account, or acting as an appointed
|
||||
representative at an online or offline event.
|
||||
|
||||
## Enforcement
|
||||
|
||||
Instances of abusive, harassing, or otherwise unacceptable behavior may be
|
||||
reported to the community leaders responsible for enforcement at
|
||||
contact@all-hands.dev.
|
||||
All complaints will be reviewed and investigated promptly and fairly.
|
||||
|
||||
All community leaders are obligated to respect the privacy and security of the
|
||||
reporter of any incident.
|
||||
|
||||
## Enforcement Guidelines
|
||||
|
||||
Community leaders will follow these Community Impact Guidelines in determining
|
||||
the consequences for any action they deem in violation of this Code of Conduct:
|
||||
|
||||
### 1. Correction
|
||||
|
||||
**Community Impact**: Use of inappropriate language or other behavior deemed
|
||||
unprofessional or unwelcome in the community.
|
||||
|
||||
**Consequence**: A private, written warning from community leaders, providing
|
||||
clarity around the nature of the violation and an explanation of why the
|
||||
behavior was inappropriate. A public apology may be requested.
|
||||
|
||||
### 2. Warning
|
||||
|
||||
**Community Impact**: A violation through a single incident or series of
|
||||
actions.
|
||||
|
||||
**Consequence**: A warning with consequences for continued behavior. No
|
||||
interaction with the people involved, including unsolicited interaction with
|
||||
those enforcing the Code of Conduct, for a specified period of time. This
|
||||
includes avoiding interactions in community spaces as well as external channels
|
||||
like social media. Violating these terms may lead to a temporary or permanent
|
||||
ban.
|
||||
|
||||
### 3. Temporary Ban
|
||||
|
||||
**Community Impact**: A serious violation of community standards, including
|
||||
sustained inappropriate behavior.
|
||||
|
||||
**Consequence**: A temporary ban from any sort of interaction or public
|
||||
communication with the community for a specified period of time. No public or
|
||||
private interaction with the people involved, including unsolicited interaction
|
||||
with those enforcing the Code of Conduct, is allowed during this period.
|
||||
Violating these terms may lead to a permanent ban.
|
||||
|
||||
### 4. Permanent Ban
|
||||
|
||||
**Community Impact**: Demonstrating a pattern of violation of community
|
||||
standards, including sustained inappropriate behavior, harassment of an
|
||||
individual, or aggression toward or disparagement of classes of individuals.
|
||||
|
||||
**Consequence**: A permanent ban from any sort of public interaction within the
|
||||
community.
|
||||
|
||||
### Slack and Discord Etiquettes
|
||||
|
||||
These Slack and Discord etiquette guidelines are designed to foster an inclusive, respectful, and productive environment for all community members. By following these best practices, we ensure effective communication and collaboration while minimizing disruptions. Let’s work together to build a supportive and welcoming community!
|
||||
|
||||
- Communicate respectfully and professionally, avoiding sarcasm or harsh language, and remember that tone can be difficult to interpret in text.
|
||||
- Use threads for specific discussions to keep channels organized and easier to follow.
|
||||
- Tag others only when their input is critical or urgent, and use @here, @channel or @everyone sparingly to minimize disruptions.
|
||||
- Be patient, as open-source contributors and maintainers often have other commitments and may need time to respond.
|
||||
- Post questions or discussions in the most relevant channel (e.g., for [slack - #general](https://app.slack.com/client/T06P212QSEA/C06P5NCGSFP) for general topics, [slack - #questions](https://openhands-ai.slack.com/archives/C06U8UTKSAD) for queries/questions, [discord - #general](https://discord.com/channels/1222935860639563850/1222935861386018885)).
|
||||
- When asking for help or raising issues, include necessary details like links, screenshots, or clear explanations to provide context.
|
||||
- Keep discussions in public channels whenever possible to allow others to benefit from the conversation, unless the matter is sensitive or private.
|
||||
- Always adhere to [our standards](https://github.com/All-Hands-AI/OpenHands/blob/main/CODE_OF_CONDUCT.md#our-standards) to ensure a welcoming and collaborative environment.
|
||||
- If you choose to mute a channel, consider setting up alerts for topics that still interest you to stay engaged. For Slack, Go to Settings → Notifications → My Keywords to add specific keywords that will notify you when mentioned. For example, if you're here for discussions about LLMs, mute the channel if it’s too busy, but set notifications to alert you only when “LLMs” appears in messages. Also for Discord, go to the channel notifications and choose the option that best describes your need.
|
||||
|
||||
## Attribution
|
||||
|
||||
This Code of Conduct is adapted from the [Contributor Covenant][homepage],
|
||||
version 2.1, available at
|
||||
[https://www.contributor-covenant.org/version/2/1/code_of_conduct.html][v2.1].
|
||||
|
||||
Community Impact Guidelines were inspired by
|
||||
[Mozilla's code of conduct enforcement ladder][Mozilla CoC].
|
||||
|
||||
For answers to common questions about this code of conduct, see the FAQ at
|
||||
[https://www.contributor-covenant.org/faq][FAQ]. Translations are available at
|
||||
[https://www.contributor-covenant.org/translations][translations].
|
||||
|
||||
[homepage]: https://www.contributor-covenant.org
|
||||
[v2.1]: https://www.contributor-covenant.org/version/2/1/code_of_conduct.html
|
||||
[Mozilla CoC]: https://github.com/mozilla/diversity
|
||||
[FAQ]: https://www.contributor-covenant.org/faq
|
||||
[translations]: https://www.contributor-covenant.org/translations
|
||||
43
COMMUNITY.md
43
COMMUNITY.md
@@ -1,43 +0,0 @@
|
||||
# 🙌 The OpenHands Community
|
||||
|
||||
The OpenHands community is built around the belief that (1) AI and AI agents are going to fundamentally change the way
|
||||
we build software, and (2) if this is true, we should do everything we can to make sure that the benefits provided by
|
||||
such powerful technology are accessible to everyone.
|
||||
|
||||
If this resonates with you, we'd love to have you join us in our quest!
|
||||
|
||||
## 🤝 How to Join
|
||||
|
||||
Check out our [How to Join the Community section.](https://github.com/All-Hands-AI/OpenHands?tab=readme-ov-file#-how-to-join-the-community)
|
||||
|
||||
## 💪 Becoming a Contributor
|
||||
|
||||
We welcome contributions from everyone! Whether you're a developer, a researcher, or simply enthusiastic about advancing
|
||||
the field of software engineering with AI, there are many ways to get involved:
|
||||
|
||||
- **Code Contributions:** Help us develop new core functionality, improve our agents, improve the frontend and other
|
||||
interfaces, or anything else that would help make OpenHands better.
|
||||
- **Research and Evaluation:** Contribute to our understanding of LLMs in software engineering, participate in
|
||||
evaluating the models, or suggest improvements.
|
||||
- **Feedback and Testing:** Use the OpenHands toolset, report bugs, suggest features, or provide feedback on usability.
|
||||
|
||||
For details, please check [CONTRIBUTING.md](./CONTRIBUTING.md).
|
||||
|
||||
## Code of Conduct
|
||||
|
||||
We have a [Code of Conduct](./CODE_OF_CONDUCT.md) that we expect all contributors to adhere to.
|
||||
Long story short, we are aiming for an open, welcoming, diverse, inclusive, and healthy community.
|
||||
All contributors are expected to contribute to building this sort of community.
|
||||
|
||||
## 🛠️ Becoming a Maintainer
|
||||
|
||||
For contributors who have made significant and sustained contributions to the project, there is a possibility of joining
|
||||
the maintainer team. The process for this is as follows:
|
||||
|
||||
1. Any contributor who has made sustained and high-quality contributions to the codebase can be nominated by any
|
||||
maintainer. If you feel that you may qualify you can reach out to any of the maintainers that have reviewed your PRs and ask if you can be nominated.
|
||||
2. Once a maintainer nominates a new maintainer, there will be a discussion period among the maintainers for at least 3 days.
|
||||
3. If no concerns are raised the nomination will be accepted by acclamation, and if concerns are raised there will be a discussion and possible vote.
|
||||
|
||||
Note that just making many PRs does not immediately imply that you will become a maintainer. We will be looking
|
||||
at sustained high-quality contributions over a period of time, as well as good teamwork and adherence to our [Code of Conduct](./CODE_OF_CONDUCT.md).
|
||||
123
CONTRIBUTING.md
123
CONTRIBUTING.md
@@ -1,123 +0,0 @@
|
||||
# Contributing
|
||||
|
||||
Thanks for your interest in contributing to OpenHands! We welcome and appreciate contributions.
|
||||
|
||||
## Understanding OpenHands's CodeBase
|
||||
|
||||
To understand the codebase, please refer to the README in each module:
|
||||
- [frontend](./frontend/README.md)
|
||||
- [evaluation](./evaluation/README.md)
|
||||
- [openhands](./openhands/README.md)
|
||||
- [agenthub](./openhands/agenthub/README.md)
|
||||
- [server](./openhands/server/README.md)
|
||||
|
||||
## Setting up Your Development Environment
|
||||
|
||||
We have a separate doc [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md) that tells you how to set up a development workflow.
|
||||
|
||||
## How Can I Contribute?
|
||||
|
||||
There are many ways that you can contribute:
|
||||
|
||||
1. **Download and use** OpenHands, and send [issues](https://github.com/All-Hands-AI/OpenHands/issues) when you encounter something that isn't working or a feature that you'd like to see.
|
||||
2. **Send feedback** after each session by [clicking the thumbs-up thumbs-down buttons](https://docs.all-hands.dev/modules/usage/feedback), so we can see where things are working and failing, and also build an open dataset for training code agents.
|
||||
3. **Improve the Codebase** by sending [PRs](#sending-pull-requests-to-openhands) (see details below). In particular, we have some [good first issues](https://github.com/All-Hands-AI/OpenHands/labels/good%20first%20issue) that may be ones to start on.
|
||||
|
||||
## What Can I Build?
|
||||
Here are a few ways you can help improve the codebase.
|
||||
|
||||
#### UI/UX
|
||||
We're always looking to improve the look and feel of the application. If you've got a small fix
|
||||
for something that's bugging you, feel free to open up a PR that changes the [`./frontend`](./frontend) directory.
|
||||
|
||||
If you're looking to make a bigger change, add a new UI element, or significantly alter the style
|
||||
of the application, please open an issue first, or better, join the #frontend channel in our Slack
|
||||
to gather consensus from our design team first.
|
||||
|
||||
#### Improving the agent
|
||||
Our main agent is the CodeAct agent. You can [see its prompts here](https://github.com/All-Hands-AI/OpenHands/tree/main/openhands/agenthub/codeact_agent).
|
||||
|
||||
Changes to these prompts, and to the underlying behavior in Python, can have a huge impact on user experience.
|
||||
You can try modifying the prompts to see how they change the behavior of the agent as you use the app
|
||||
locally, but we will need to do an end-to-end evaluation of any changes here to ensure that the agent
|
||||
is getting better over time.
|
||||
|
||||
We use the [SWE-bench](https://www.swebench.com/) benchmark to test our agent. You can join the #evaluation
|
||||
channel in Slack to learn more.
|
||||
|
||||
#### Adding a new agent
|
||||
You may want to experiment with building new types of agents. You can add an agent to [`openhands/agenthub`](./openhands/agenthub)
|
||||
to help expand the capabilities of OpenHands.
|
||||
|
||||
#### Adding a new runtime
|
||||
The agent needs a place to run code and commands. When you run OpenHands on your laptop, it uses a Docker container
|
||||
to do this by default. But there are other ways of creating a sandbox for the agent.
|
||||
|
||||
If you work for a company that provides a cloud-based runtime, you could help us add support for that runtime
|
||||
by implementing the [interface specified here](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/runtime/base.py).
|
||||
|
||||
#### Testing
|
||||
When you write code, it is also good to write tests. Please navigate to the [`./tests`](./tests) folder to see existing test suites.
|
||||
At the moment, we have two kinds of tests: [`unit`](./tests/unit) and [`integration`](./evaluation/integration_tests). Please refer to the README for each test suite. These tests also run on GitHub's continuous integration to ensure quality of the project.
|
||||
|
||||
## Sending Pull Requests to OpenHands
|
||||
|
||||
You'll need to fork our repository to send us a Pull Request. You can learn more
|
||||
about how to fork a GitHub repo and open a PR with your changes in [this article](https://medium.com/swlh/forks-and-pull-requests-how-to-contribute-to-github-repos-8843fac34ce8).
|
||||
|
||||
### Pull Request title
|
||||
As described [here](https://github.com/commitizen/conventional-commit-types/blob/master/index.json), a valid PR title should begin with one of the following prefixes:
|
||||
|
||||
- `feat`: A new feature
|
||||
- `fix`: A bug fix
|
||||
- `docs`: Documentation only changes
|
||||
- `style`: Changes that do not affect the meaning of the code (white space, formatting, missing semicolons, etc.)
|
||||
- `refactor`: A code change that neither fixes a bug nor adds a feature
|
||||
- `perf`: A code change that improves performance
|
||||
- `test`: Adding missing tests or correcting existing tests
|
||||
- `build`: Changes that affect the build system or external dependencies (example scopes: gulp, broccoli, npm)
|
||||
- `ci`: Changes to our CI configuration files and scripts (example scopes: Travis, Circle, BrowserStack, SauceLabs)
|
||||
- `chore`: Other changes that don't modify src or test files
|
||||
- `revert`: Reverts a previous commit
|
||||
|
||||
For example, a PR title could be:
|
||||
- `refactor: modify package path`
|
||||
- `feat(frontend): xxxx`, where `(frontend)` means that this PR mainly focuses on the frontend component.
|
||||
|
||||
You may also check out previous PRs in the [PR list](https://github.com/All-Hands-AI/OpenHands/pulls).
|
||||
|
||||
### Pull Request description
|
||||
- If your PR is small (such as a typo fix), you can go brief.
|
||||
- If it contains a lot of changes, it's better to write more details.
|
||||
|
||||
If your changes are user-facing (e.g. a new feature in the UI, a change in behavior, or a bugfix)
|
||||
please include a short message that we can add to our changelog.
|
||||
|
||||
## How to Make Effective Contributions
|
||||
|
||||
### Opening Issues
|
||||
|
||||
If you notice any bugs or have any feature requests please open them via the [issues page](https://github.com/All-Hands-AI/OpenHands/issues). We will triage based on how critical the bug is or how potentially useful the improvement is, discuss, and implement the ones that the community has interest/effort for.
|
||||
|
||||
Further, if you see an issue you like, please leave a "thumbs-up" or a comment, which will help us prioritize.
|
||||
|
||||
### Making Pull Requests
|
||||
|
||||
We're generally happy to consider all pull requests with the evaluation process varying based on the type of change:
|
||||
|
||||
#### For Small Improvements
|
||||
|
||||
Small improvements with few downsides are typically reviewed and approved quickly.
|
||||
One thing to check when making changes is to ensure that all continuous integration tests pass, which you can check before getting a review.
|
||||
|
||||
#### For Core Agent Changes
|
||||
|
||||
We need to be more careful with changes to the core agent, as it is imperative to maintain high quality. These PRs are evaluated based on three key metrics:
|
||||
|
||||
1. **Accuracy**
|
||||
2. **Efficiency**
|
||||
3. **Code Complexity**
|
||||
|
||||
If it improves accuracy, efficiency, or both with only a minimal change to code quality, that's great we're happy to merge it in!
|
||||
If there are bigger tradeoffs (e.g. helping efficiency a lot and hurting accuracy a little) we might want to put it behind a feature flag.
|
||||
Either way, please feel free to discuss on github issues or slack, and we will give guidance and preliminary feedback.
|
||||
312
CREDITS.md
312
CREDITS.md
@@ -1,312 +0,0 @@
|
||||
# Credits
|
||||
|
||||
## Contributors
|
||||
|
||||
We would like to thank all the [contributors](https://github.com/All-Hands-AI/OpenHands/graphs/contributors) who have helped make OpenHands possible. We greatly appreciate your dedication and hard work.
|
||||
|
||||
## Open Source Projects
|
||||
|
||||
OpenHands includes and adapts the following open source projects. We are grateful for their contributions to the open source community:
|
||||
|
||||
#### [SWE Agent](https://github.com/princeton-nlp/swe-agent)
|
||||
- License: MIT License
|
||||
- Description: Adapted for use in OpenHands's agent hub
|
||||
|
||||
#### [Aider](https://github.com/paul-gauthier/aider)
|
||||
- License: Apache License 2.0
|
||||
- Description: AI pair programming tool. OpenHands has adapted and integrated its linter module for code-related tasks in [`agentskills utilities`](https://github.com/All-Hands-AI/OpenHands/tree/main/openhands/runtime/plugins/agent_skills/utils/aider)
|
||||
|
||||
#### [BrowserGym](https://github.com/ServiceNow/BrowserGym)
|
||||
- License: Apache License 2.0
|
||||
- Description: Adapted in implementing the browsing agent
|
||||
|
||||
|
||||
### Reference Implementations for Evaluation Benchmarks
|
||||
OpenHands integrates code of the reference implementations for the following agent evaluation benchmarks:
|
||||
|
||||
#### [HumanEval](https://github.com/openai/human-eval)
|
||||
- License: MIT License
|
||||
|
||||
#### [DSP](https://github.com/microsoft/DataScienceProblems)
|
||||
- License: MIT License
|
||||
|
||||
#### [HumanEvalPack](https://github.com/bigcode-project/bigcode-evaluation-harness)
|
||||
- License: Apache License 2.0
|
||||
|
||||
#### [AgentBench](https://github.com/THUDM/AgentBench)
|
||||
- License: Apache License 2.0
|
||||
|
||||
#### [SWE-Bench](https://github.com/princeton-nlp/SWE-bench)
|
||||
- License: MIT License
|
||||
|
||||
#### [BIRD](https://bird-bench.github.io/)
|
||||
- License: MIT License
|
||||
- Dataset: CC-BY-SA 4.0
|
||||
|
||||
#### [Gorilla APIBench](https://github.com/ShishirPatil/gorilla)
|
||||
- License: Apache License 2.0
|
||||
|
||||
#### [GPQA](https://github.com/idavidrein/gpqa)
|
||||
- License: MIT License
|
||||
|
||||
#### [ProntoQA](https://github.com/asaparov/prontoqa)
|
||||
- License: Apache License 2.0
|
||||
|
||||
|
||||
## Open Source licenses
|
||||
|
||||
### MIT License
|
||||
|
||||
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
|
||||
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
|
||||
|
||||
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
|
||||
|
||||
### BSD 3-Clause License
|
||||
|
||||
Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:
|
||||
|
||||
1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
|
||||
|
||||
2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.
|
||||
|
||||
3. Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission.
|
||||
|
||||
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
||||
|
||||
### Apache License 2.0
|
||||
|
||||
|
||||
Apache License
|
||||
Version 2.0, January 2004
|
||||
http://www.apache.org/licenses/
|
||||
|
||||
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
|
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|
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|
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|
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APPENDIX: How to apply the Apache License to your work.
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To apply the Apache License to your work, attach the following
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### Non-Open Source Reference Implementations:
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|
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#### [MultiPL-E](https://github.com/nuprl/MultiPL-E)
|
||||
- License: BSD 3-Clause License with Machine Learning Restriction
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BSD 3-Clause License with Machine Learning Restriction
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Copyright (c) 2022, Northeastern University, Oberlin College, Roblox Inc,
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Redistribution and use in source and binary forms, with or without
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163
Development.md
163
Development.md
@@ -1,163 +0,0 @@
|
||||
# Development Guide
|
||||
|
||||
This guide is for people working on OpenHands and editing the source code.
|
||||
If you wish to contribute your changes, check out the [CONTRIBUTING.md](https://github.com/All-Hands-AI/OpenHands/blob/main/CONTRIBUTING.md) on how to clone and setup the project initially before moving on.
|
||||
Otherwise, you can clone the OpenHands project directly.
|
||||
|
||||
## Start the Server for Development
|
||||
|
||||
### 1. Requirements
|
||||
|
||||
- Linux, Mac OS, or [WSL on Windows](https://learn.microsoft.com/en-us/windows/wsl/install) [Ubuntu >= 22.04]
|
||||
- [Docker](https://docs.docker.com/engine/install/) (For those on MacOS, make sure to allow the default Docker socket to be used from advanced settings!)
|
||||
- [Python](https://www.python.org/downloads/) = 3.12
|
||||
- [NodeJS](https://nodejs.org/en/download/package-manager) >= 22.x
|
||||
- [Poetry](https://python-poetry.org/docs/#installing-with-the-official-installer) >= 1.8
|
||||
- OS-specific dependencies:
|
||||
- Ubuntu: build-essential => `sudo apt-get install build-essential`
|
||||
- WSL: netcat => `sudo apt-get install netcat`
|
||||
|
||||
Make sure you have all these dependencies installed before moving on to `make build`.
|
||||
|
||||
#### Develop without sudo access
|
||||
|
||||
If you want to develop without system admin/sudo access to upgrade/install `Python` and/or `NodeJs`, you can use `conda` or `mamba` to manage the packages for you:
|
||||
|
||||
```bash
|
||||
# Download and install Mamba (a faster version of conda)
|
||||
curl -L -O "https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-$(uname)-$(uname -m).sh"
|
||||
bash Miniforge3-$(uname)-$(uname -m).sh
|
||||
|
||||
# Install Python 3.12, nodejs, and poetry
|
||||
mamba install python=3.12
|
||||
mamba install conda-forge::nodejs
|
||||
mamba install conda-forge::poetry
|
||||
```
|
||||
|
||||
### 2. Build and Setup The Environment
|
||||
|
||||
Begin by building the project which includes setting up the environment and installing dependencies. This step ensures that OpenHands is ready to run on your system:
|
||||
|
||||
```bash
|
||||
make build
|
||||
```
|
||||
|
||||
### 3. Configuring the Language Model
|
||||
|
||||
OpenHands supports a diverse array of Language Models (LMs) through the powerful [litellm](https://docs.litellm.ai) library.
|
||||
By default, we've chosen Claude Sonnet 3.5 as our go-to model, but the world is your oyster! You can unleash the
|
||||
potential of any other LM that piques your interest.
|
||||
|
||||
To configure the LM of your choice, run:
|
||||
|
||||
```bash
|
||||
make setup-config
|
||||
```
|
||||
|
||||
This command will prompt you to enter the LLM API key, model name, and other variables ensuring that OpenHands is tailored to your specific needs. Note that the model name will apply only when you run headless. If you use the UI, please set the model in the UI.
|
||||
|
||||
Note: If you have previously run OpenHands using the docker command, you may have already set some environmental variables in your terminal. The final configurations are set from highest to lowest priority:
|
||||
Environment variables > config.toml variables > default variables
|
||||
|
||||
**Note on Alternative Models:**
|
||||
See [our documentation](https://docs.all-hands.dev/modules/usage/llms) for recommended models.
|
||||
|
||||
### 4. Running the application
|
||||
|
||||
#### Option A: Run the Full Application
|
||||
|
||||
Once the setup is complete, this command starts both the backend and frontend servers, allowing you to interact with OpenHands:
|
||||
|
||||
```bash
|
||||
make run
|
||||
```
|
||||
|
||||
#### Option B: Individual Server Startup
|
||||
|
||||
- **Start the Backend Server:** If you prefer, you can start the backend server independently to focus on backend-related tasks or configurations.
|
||||
|
||||
```bash
|
||||
make start-backend
|
||||
```
|
||||
|
||||
- **Start the Frontend Server:** Similarly, you can start the frontend server on its own to work on frontend-related components or interface enhancements.
|
||||
```bash
|
||||
make start-frontend
|
||||
```
|
||||
|
||||
### 6. LLM Debugging
|
||||
|
||||
If you encounter any issues with the Language Model (LM) or you're simply curious, export DEBUG=1 in the environment and restart the backend.
|
||||
OpenHands will log the prompts and responses in the logs/llm/CURRENT_DATE directory, allowing you to identify the causes.
|
||||
|
||||
### 7. Help
|
||||
|
||||
Need help or info on available targets and commands? Use the help command for all the guidance you need with OpenHands.
|
||||
|
||||
```bash
|
||||
make help
|
||||
```
|
||||
|
||||
### 8. Testing
|
||||
|
||||
To run tests, refer to the following:
|
||||
|
||||
#### Unit tests
|
||||
|
||||
```bash
|
||||
poetry run pytest ./tests/unit/test_*.py
|
||||
```
|
||||
|
||||
### 9. Add or update dependency
|
||||
|
||||
1. Add your dependency in `pyproject.toml` or use `poetry add xxx`.
|
||||
2. Update the poetry.lock file via `poetry lock --no-update`.
|
||||
|
||||
### 9. Use existing Docker image
|
||||
|
||||
To reduce build time (e.g., if no changes were made to the client-runtime component), you can use an existing Docker container image by
|
||||
setting the SANDBOX_RUNTIME_CONTAINER_IMAGE environment variable to the desired Docker image.
|
||||
|
||||
Example: `export SANDBOX_RUNTIME_CONTAINER_IMAGE=ghcr.io/all-hands-ai/runtime:0.34-nikolaik`
|
||||
|
||||
## Develop inside Docker container
|
||||
|
||||
TL;DR
|
||||
|
||||
```bash
|
||||
make docker-dev
|
||||
```
|
||||
|
||||
See more details [here](./containers/dev/README.md).
|
||||
|
||||
If you are just interested in running `OpenHands` without installing all the required tools on your host.
|
||||
|
||||
```bash
|
||||
make docker-run
|
||||
```
|
||||
|
||||
If you do not have `make` on your host, run:
|
||||
|
||||
```bash
|
||||
cd ./containers/dev
|
||||
./dev.sh
|
||||
```
|
||||
|
||||
You do need [Docker](https://docs.docker.com/engine/install/) installed on your host though.
|
||||
|
||||
## Key Documentation Resources
|
||||
|
||||
Here's a guide to the important documentation files in the repository:
|
||||
|
||||
- [/README.md](./README.md): Main project overview, features, and basic setup instructions
|
||||
- [/Development.md](./Development.md) (this file): Comprehensive guide for developers working on OpenHands
|
||||
- [/CONTRIBUTING.md](./CONTRIBUTING.md): Guidelines for contributing to the project, including code style and PR process
|
||||
- [/docs/DOC_STYLE_GUIDE.md](./docs/DOC_STYLE_GUIDE.md): Standards for writing and maintaining project documentation
|
||||
- [/openhands/README.md](./openhands/README.md): Details about the backend Python implementation
|
||||
- [/frontend/README.md](./frontend/README.md): Frontend React application setup and development guide
|
||||
- [/containers/README.md](./containers/README.md): Information about Docker containers and deployment
|
||||
- [/tests/unit/README.md](./tests/unit/README.md): Guide to writing and running unit tests
|
||||
- [/evaluation/README.md](./evaluation/README.md): Documentation for the evaluation framework and benchmarks
|
||||
- [/microagents/README.md](./microagents/README.md): Information about the microagents architecture and implementation
|
||||
- [/openhands/server/README.md](./openhands/server/README.md): Server implementation details and API documentation
|
||||
- [/openhands/runtime/README.md](./openhands/runtime/README.md): Documentation for the runtime environment and execution model
|
||||
@@ -1,32 +0,0 @@
|
||||
# Issue Triage
|
||||
These are the procedures and guidelines on how issues are triaged in this repo by the maintainers.
|
||||
|
||||
## General
|
||||
* All issues must be tagged with **enhancement**, **bug** or **troubleshooting/help**.
|
||||
* Issues may be tagged with what it relates to (**agent quality**, **frontend**, **resolver**, etc.).
|
||||
|
||||
## Severity
|
||||
* **Low**: Minor issues or affecting single user.
|
||||
* **Medium**: Affecting multiple users.
|
||||
* **High**: High visibility issues or affecting many users.
|
||||
* **Critical**: Affecting all users or potential security issues.
|
||||
|
||||
## Effort
|
||||
* Issues may be estimated with effort required (**small effort**, **medium effort**, **large effort**).
|
||||
|
||||
## Difficulty
|
||||
* Issues with low implementation difficulty may be tagged with **good first issue**.
|
||||
|
||||
## Not Enough Information
|
||||
* User is asked to provide more information (logs, how to reproduce, etc.) when the issue is not clear.
|
||||
* If an issue is unclear and the author does not provide more information or respond to a request,
|
||||
the issue may be closed as **not planned** (Usually after a week).
|
||||
|
||||
## Multiple Requests/Fixes in One Issue
|
||||
* These issues will be narrowed down to one request/fix so the issue is more easily tracked and fixed.
|
||||
* Issues may be broken down into multiple issues if required.
|
||||
|
||||
## Stale and Auto Closures
|
||||
* In order to keep a maintainable backlog, issues that have no activity within 30 days are automatically marked as **Stale**.
|
||||
* If issues marked as **Stale** continue to have no activity for 7 more days, they will automatically be closed as not planned.
|
||||
* Issues may be reopened by maintainers if deemed important.
|
||||
25
LICENSE
25
LICENSE
@@ -1,25 +0,0 @@
|
||||
The MIT License (MIT)
|
||||
=====================
|
||||
|
||||
Copyright © 2023
|
||||
|
||||
Permission is hereby granted, free of charge, to any person
|
||||
obtaining a copy of this software and associated documentation
|
||||
files (the “Software”), to deal in the Software without
|
||||
restriction, including without limitation the rights to use,
|
||||
copy, modify, merge, publish, distribute, sublicense, and/or sell
|
||||
copies of the Software, and to permit persons to whom the
|
||||
Software is furnished to do so, subject to the following
|
||||
conditions:
|
||||
|
||||
The above copyright notice and this permission notice shall be
|
||||
included in all copies or substantial portions of the Software.
|
||||
|
||||
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND,
|
||||
EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
|
||||
OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
|
||||
NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
|
||||
HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
|
||||
WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
|
||||
FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
|
||||
OTHER DEALINGS IN THE SOFTWARE.
|
||||
@@ -1,5 +0,0 @@
|
||||
# Exclude all Python bytecode files
|
||||
global-exclude *.pyc
|
||||
|
||||
# Exclude Python cache directories
|
||||
global-exclude __pycache__
|
||||
326
Makefile
326
Makefile
@@ -1,326 +0,0 @@
|
||||
SHELL=/usr/bin/env bash
|
||||
# Makefile for OpenHands project
|
||||
|
||||
# Variables
|
||||
BACKEND_HOST ?= "127.0.0.1"
|
||||
BACKEND_PORT = 3000
|
||||
BACKEND_HOST_PORT = "$(BACKEND_HOST):$(BACKEND_PORT)"
|
||||
FRONTEND_PORT = 3001
|
||||
DEFAULT_WORKSPACE_DIR = "./workspace"
|
||||
DEFAULT_MODEL = "gpt-4o"
|
||||
CONFIG_FILE = config.toml
|
||||
PRE_COMMIT_CONFIG_PATH = "./dev_config/python/.pre-commit-config.yaml"
|
||||
PYTHON_VERSION = 3.12
|
||||
|
||||
# ANSI color codes
|
||||
GREEN=$(shell tput -Txterm setaf 2)
|
||||
YELLOW=$(shell tput -Txterm setaf 3)
|
||||
RED=$(shell tput -Txterm setaf 1)
|
||||
BLUE=$(shell tput -Txterm setaf 6)
|
||||
RESET=$(shell tput -Txterm sgr0)
|
||||
|
||||
# Build
|
||||
build:
|
||||
@echo "$(GREEN)Building project...$(RESET)"
|
||||
@$(MAKE) -s check-dependencies
|
||||
@$(MAKE) -s install-python-dependencies
|
||||
@$(MAKE) -s install-frontend-dependencies
|
||||
@$(MAKE) -s install-pre-commit-hooks
|
||||
@$(MAKE) -s build-frontend
|
||||
@echo "$(GREEN)Build completed successfully.$(RESET)"
|
||||
|
||||
check-dependencies:
|
||||
@echo "$(YELLOW)Checking dependencies...$(RESET)"
|
||||
@$(MAKE) -s check-system
|
||||
@$(MAKE) -s check-python
|
||||
@$(MAKE) -s check-npm
|
||||
@$(MAKE) -s check-nodejs
|
||||
ifeq ($(INSTALL_DOCKER),)
|
||||
@$(MAKE) -s check-docker
|
||||
endif
|
||||
@$(MAKE) -s check-poetry
|
||||
@$(MAKE) -s check-tmux
|
||||
@echo "$(GREEN)Dependencies checked successfully.$(RESET)"
|
||||
|
||||
check-system:
|
||||
@echo "$(YELLOW)Checking system...$(RESET)"
|
||||
@if [ "$(shell uname)" = "Darwin" ]; then \
|
||||
echo "$(BLUE)macOS detected.$(RESET)"; \
|
||||
elif [ "$(shell uname)" = "Linux" ]; then \
|
||||
if [ -f "/etc/manjaro-release" ]; then \
|
||||
echo "$(BLUE)Manjaro Linux detected.$(RESET)"; \
|
||||
else \
|
||||
echo "$(BLUE)Linux detected.$(RESET)"; \
|
||||
fi; \
|
||||
elif [ "$$(uname -r | grep -i microsoft)" ]; then \
|
||||
echo "$(BLUE)Windows Subsystem for Linux detected.$(RESET)"; \
|
||||
else \
|
||||
echo "$(RED)Unsupported system detected. Please use macOS, Linux, or Windows Subsystem for Linux (WSL).$(RESET)"; \
|
||||
exit 1; \
|
||||
fi
|
||||
|
||||
check-python:
|
||||
@echo "$(YELLOW)Checking Python installation...$(RESET)"
|
||||
@if command -v python$(PYTHON_VERSION) > /dev/null; then \
|
||||
echo "$(BLUE)$(shell python$(PYTHON_VERSION) --version) is already installed.$(RESET)"; \
|
||||
else \
|
||||
echo "$(RED)Python $(PYTHON_VERSION) is not installed. Please install Python $(PYTHON_VERSION) to continue.$(RESET)"; \
|
||||
exit 1; \
|
||||
fi
|
||||
|
||||
check-npm:
|
||||
@echo "$(YELLOW)Checking npm installation...$(RESET)"
|
||||
@if command -v npm > /dev/null; then \
|
||||
echo "$(BLUE)npm $(shell npm --version) is already installed.$(RESET)"; \
|
||||
else \
|
||||
echo "$(RED)npm is not installed. Please install Node.js to continue.$(RESET)"; \
|
||||
exit 1; \
|
||||
fi
|
||||
|
||||
check-nodejs:
|
||||
@echo "$(YELLOW)Checking Node.js installation...$(RESET)"
|
||||
@if command -v node > /dev/null; then \
|
||||
NODE_VERSION=$(shell node --version | sed -E 's/v//g'); \
|
||||
IFS='.' read -r -a NODE_VERSION_ARRAY <<< "$$NODE_VERSION"; \
|
||||
if [ "$${NODE_VERSION_ARRAY[0]}" -ge 22 ]; then \
|
||||
echo "$(BLUE)Node.js $$NODE_VERSION is already installed.$(RESET)"; \
|
||||
else \
|
||||
echo "$(RED)Node.js 22.x or later is required. Please install Node.js 22.x or later to continue.$(RESET)"; \
|
||||
exit 1; \
|
||||
fi; \
|
||||
else \
|
||||
echo "$(RED)Node.js is not installed. Please install Node.js to continue.$(RESET)"; \
|
||||
exit 1; \
|
||||
fi
|
||||
|
||||
check-docker:
|
||||
@echo "$(YELLOW)Checking Docker installation...$(RESET)"
|
||||
@if command -v docker > /dev/null; then \
|
||||
echo "$(BLUE)$(shell docker --version) is already installed.$(RESET)"; \
|
||||
else \
|
||||
echo "$(RED)Docker is not installed. Please install Docker to continue.$(RESET)"; \
|
||||
exit 1; \
|
||||
fi
|
||||
|
||||
check-tmux:
|
||||
@echo "$(YELLOW)Checking tmux installation...$(RESET)"
|
||||
@if command -v tmux > /dev/null; then \
|
||||
echo "$(BLUE)$(shell tmux -V) is already installed.$(RESET)"; \
|
||||
else \
|
||||
echo "$(YELLOW)╔════════════════════════════════════════════════════════════════════════════╗$(RESET)"; \
|
||||
echo "$(YELLOW)║ OPTIONAL: tmux is not installed. ║$(RESET)"; \
|
||||
echo "$(YELLOW)║ Some advanced terminal features may not work without tmux. ║$(RESET)"; \
|
||||
echo "$(YELLOW)║ You can install it if needed, but it's not required for development. ║$(RESET)"; \
|
||||
echo "$(YELLOW)╚════════════════════════════════════════════════════════════════════════════╝$(RESET)"; \
|
||||
fi
|
||||
|
||||
check-poetry:
|
||||
@echo "$(YELLOW)Checking Poetry installation...$(RESET)"
|
||||
@if command -v poetry > /dev/null; then \
|
||||
POETRY_VERSION=$(shell poetry --version 2>&1 | sed -E 's/Poetry \(version ([0-9]+\.[0-9]+\.[0-9]+)\)/\1/'); \
|
||||
IFS='.' read -r -a POETRY_VERSION_ARRAY <<< "$$POETRY_VERSION"; \
|
||||
if [ $${POETRY_VERSION_ARRAY[0]} -gt 1 ] || ([ $${POETRY_VERSION_ARRAY[0]} -eq 1 ] && [ $${POETRY_VERSION_ARRAY[1]} -ge 8 ]); then \
|
||||
echo "$(BLUE)$(shell poetry --version) is already installed.$(RESET)"; \
|
||||
else \
|
||||
echo "$(RED)Poetry 1.8 or later is required. You can install poetry by running the following command, then adding Poetry to your PATH:"; \
|
||||
echo "$(RED) curl -sSL https://install.python-poetry.org | python$(PYTHON_VERSION) -$(RESET)"; \
|
||||
echo "$(RED)More detail here: https://python-poetry.org/docs/#installing-with-the-official-installer$(RESET)"; \
|
||||
exit 1; \
|
||||
fi; \
|
||||
else \
|
||||
echo "$(RED)Poetry is not installed. You can install poetry by running the following command, then adding Poetry to your PATH:"; \
|
||||
echo "$(RED) curl -sSL https://install.python-poetry.org | python$(PYTHON_VERSION) -$(RESET)"; \
|
||||
echo "$(RED)More detail here: https://python-poetry.org/docs/#installing-with-the-official-installer$(RESET)"; \
|
||||
exit 1; \
|
||||
fi
|
||||
|
||||
install-python-dependencies:
|
||||
@echo "$(GREEN)Installing Python dependencies...$(RESET)"
|
||||
@if [ -z "${TZ}" ]; then \
|
||||
echo "Defaulting TZ (timezone) to UTC"; \
|
||||
export TZ="UTC"; \
|
||||
fi
|
||||
poetry env use python$(PYTHON_VERSION)
|
||||
@if [ "$(shell uname)" = "Darwin" ]; then \
|
||||
echo "$(BLUE)Installing chroma-hnswlib...$(RESET)"; \
|
||||
export HNSWLIB_NO_NATIVE=1; \
|
||||
poetry run pip install chroma-hnswlib; \
|
||||
fi
|
||||
@if [ -n "${POETRY_GROUP}" ]; then \
|
||||
echo "Installing only POETRY_GROUP=${POETRY_GROUP}"; \
|
||||
poetry install --only $${POETRY_GROUP}; \
|
||||
else \
|
||||
poetry install; \
|
||||
fi
|
||||
@if [ "${INSTALL_PLAYWRIGHT}" != "false" ] && [ "${INSTALL_PLAYWRIGHT}" != "0" ]; then \
|
||||
if [ -f "/etc/manjaro-release" ]; then \
|
||||
echo "$(BLUE)Detected Manjaro Linux. Installing Playwright dependencies...$(RESET)"; \
|
||||
poetry run pip install playwright; \
|
||||
poetry run playwright install chromium; \
|
||||
else \
|
||||
if [ ! -f cache/playwright_chromium_is_installed.txt ]; then \
|
||||
echo "Running playwright install --with-deps chromium..."; \
|
||||
poetry run playwright install --with-deps chromium; \
|
||||
mkdir -p cache; \
|
||||
touch cache/playwright_chromium_is_installed.txt; \
|
||||
else \
|
||||
echo "Setup already done. Skipping playwright installation."; \
|
||||
fi \
|
||||
fi \
|
||||
else \
|
||||
echo "Skipping Playwright installation (INSTALL_PLAYWRIGHT=${INSTALL_PLAYWRIGHT})."; \
|
||||
fi
|
||||
@echo "$(GREEN)Python dependencies installed successfully.$(RESET)"
|
||||
|
||||
install-frontend-dependencies:
|
||||
@echo "$(YELLOW)Setting up frontend environment...$(RESET)"
|
||||
@echo "$(YELLOW)Detect Node.js version...$(RESET)"
|
||||
@cd frontend && node ./scripts/detect-node-version.js
|
||||
echo "$(BLUE)Installing frontend dependencies with npm...$(RESET)"
|
||||
@cd frontend && npm install
|
||||
@echo "$(GREEN)Frontend dependencies installed successfully.$(RESET)"
|
||||
|
||||
install-pre-commit-hooks:
|
||||
@echo "$(YELLOW)Installing pre-commit hooks...$(RESET)"
|
||||
@git config --unset-all core.hooksPath || true
|
||||
@poetry run pre-commit install --config $(PRE_COMMIT_CONFIG_PATH)
|
||||
@echo "$(GREEN)Pre-commit hooks installed successfully.$(RESET)"
|
||||
|
||||
lint-backend:
|
||||
@echo "$(YELLOW)Running linters...$(RESET)"
|
||||
@poetry run pre-commit run --files openhands/**/* evaluation/**/* tests/**/* --show-diff-on-failure --config $(PRE_COMMIT_CONFIG_PATH)
|
||||
|
||||
lint-frontend:
|
||||
@echo "$(YELLOW)Running linters for frontend...$(RESET)"
|
||||
@cd frontend && npm run lint
|
||||
|
||||
lint:
|
||||
@$(MAKE) -s lint-frontend
|
||||
@$(MAKE) -s lint-backend
|
||||
|
||||
test-frontend:
|
||||
@echo "$(YELLOW)Running tests for frontend...$(RESET)"
|
||||
@cd frontend && npm run test
|
||||
|
||||
test:
|
||||
@$(MAKE) -s test-frontend
|
||||
|
||||
build-frontend:
|
||||
@echo "$(YELLOW)Building frontend...$(RESET)"
|
||||
@cd frontend && npm run prepare && npm run build
|
||||
|
||||
# Start backend
|
||||
start-backend:
|
||||
@echo "$(YELLOW)Starting backend...$(RESET)"
|
||||
@poetry run uvicorn openhands.server.listen:app --host $(BACKEND_HOST) --port $(BACKEND_PORT) --reload --reload-exclude "./workspace"
|
||||
|
||||
# Start frontend
|
||||
start-frontend:
|
||||
@echo "$(YELLOW)Starting frontend...$(RESET)"
|
||||
@cd frontend && \
|
||||
if grep -qi microsoft /proc/version 2>/dev/null; then \
|
||||
echo "Detected WSL environment. Using 'dev_wsl'"; \
|
||||
SCRIPT=dev_wsl; \
|
||||
else \
|
||||
SCRIPT=dev; \
|
||||
fi; \
|
||||
VITE_BACKEND_HOST=$(BACKEND_HOST_PORT) VITE_FRONTEND_PORT=$(FRONTEND_PORT) npm run $$SCRIPT -- --port $(FRONTEND_PORT) --host $(BACKEND_HOST)
|
||||
|
||||
# Common setup for running the app (non-callable)
|
||||
_run_setup:
|
||||
@if [ "$(OS)" = "Windows_NT" ]; then \
|
||||
echo "$(RED) Windows is not supported, use WSL instead!$(RESET)"; \
|
||||
exit 1; \
|
||||
fi
|
||||
@mkdir -p logs
|
||||
@echo "$(YELLOW)Starting backend server...$(RESET)"
|
||||
@poetry run uvicorn openhands.server.listen:app --host $(BACKEND_HOST) --port $(BACKEND_PORT) &
|
||||
@echo "$(YELLOW)Waiting for the backend to start...$(RESET)"
|
||||
@until nc -z localhost $(BACKEND_PORT); do sleep 0.1; done
|
||||
@echo "$(GREEN)Backend started successfully.$(RESET)"
|
||||
|
||||
# Run the app (standard mode)
|
||||
run:
|
||||
@echo "$(YELLOW)Running the app...$(RESET)"
|
||||
@$(MAKE) -s _run_setup
|
||||
@$(MAKE) -s start-frontend
|
||||
@echo "$(GREEN)Application started successfully.$(RESET)"
|
||||
|
||||
# Run the app (in docker)
|
||||
docker-run: WORKSPACE_BASE ?= $(PWD)/workspace
|
||||
docker-run:
|
||||
@if [ -f /.dockerenv ]; then \
|
||||
echo "Running inside a Docker container. Exiting..."; \
|
||||
exit 0; \
|
||||
else \
|
||||
echo "$(YELLOW)Running the app in Docker $(OPTIONS)...$(RESET)"; \
|
||||
export WORKSPACE_BASE=${WORKSPACE_BASE}; \
|
||||
export SANDBOX_USER_ID=$(shell id -u); \
|
||||
export DATE=$(shell date +%Y%m%d%H%M%S); \
|
||||
docker compose up $(OPTIONS); \
|
||||
fi
|
||||
|
||||
|
||||
# Setup config.toml
|
||||
setup-config:
|
||||
@echo "$(YELLOW)Setting up config.toml...$(RESET)"
|
||||
@$(MAKE) setup-config-prompts
|
||||
@mv $(CONFIG_FILE).tmp $(CONFIG_FILE)
|
||||
@echo "$(GREEN)Config.toml setup completed.$(RESET)"
|
||||
|
||||
setup-config-prompts:
|
||||
@echo "[core]" > $(CONFIG_FILE).tmp
|
||||
|
||||
@read -p "Enter your workspace directory (as absolute path) [default: $(DEFAULT_WORKSPACE_DIR)]: " workspace_dir; \
|
||||
workspace_dir=$${workspace_dir:-$(DEFAULT_WORKSPACE_DIR)}; \
|
||||
echo "workspace_base=\"$$workspace_dir\"" >> $(CONFIG_FILE).tmp
|
||||
|
||||
@echo "" >> $(CONFIG_FILE).tmp
|
||||
|
||||
@echo "[llm]" >> $(CONFIG_FILE).tmp
|
||||
@read -p "Enter your LLM model name, used for running without UI. Set the model in the UI after you start the app. (see https://docs.litellm.ai/docs/providers for full list) [default: $(DEFAULT_MODEL)]: " llm_model; \
|
||||
llm_model=$${llm_model:-$(DEFAULT_MODEL)}; \
|
||||
echo "model=\"$$llm_model\"" >> $(CONFIG_FILE).tmp
|
||||
|
||||
@read -p "Enter your LLM api key: " llm_api_key; \
|
||||
echo "api_key=\"$$llm_api_key\"" >> $(CONFIG_FILE).tmp
|
||||
|
||||
@read -p "Enter your LLM base URL [mostly used for local LLMs, leave blank if not needed - example: http://localhost:5001/v1/]: " llm_base_url; \
|
||||
if [[ ! -z "$$llm_base_url" ]]; then echo "base_url=\"$$llm_base_url\"" >> $(CONFIG_FILE).tmp; fi
|
||||
|
||||
|
||||
# Develop in container
|
||||
docker-dev:
|
||||
@if [ -f /.dockerenv ]; then \
|
||||
echo "Running inside a Docker container. Exiting..."; \
|
||||
exit 0; \
|
||||
else \
|
||||
echo "$(YELLOW)Build and run in Docker $(OPTIONS)...$(RESET)"; \
|
||||
./containers/dev/dev.sh $(OPTIONS); \
|
||||
fi
|
||||
|
||||
# Clean up all caches
|
||||
clean:
|
||||
@echo "$(YELLOW)Cleaning up caches...$(RESET)"
|
||||
@rm -rf openhands/.cache
|
||||
@echo "$(GREEN)Caches cleaned up successfully.$(RESET)"
|
||||
|
||||
# Help
|
||||
help:
|
||||
@echo "$(BLUE)Usage: make [target]$(RESET)"
|
||||
@echo "Targets:"
|
||||
@echo " $(GREEN)build$(RESET) - Build project, including environment setup and dependencies."
|
||||
@echo " $(GREEN)lint$(RESET) - Run linters on the project."
|
||||
@echo " $(GREEN)setup-config$(RESET) - Setup the configuration for OpenHands by providing LLM API key,"
|
||||
@echo " LLM Model name, and workspace directory."
|
||||
@echo " $(GREEN)start-backend$(RESET) - Start the backend server for the OpenHands project."
|
||||
@echo " $(GREEN)start-frontend$(RESET) - Start the frontend server for the OpenHands project."
|
||||
@echo " $(GREEN)run$(RESET) - Run the OpenHands application, starting both backend and frontend servers."
|
||||
@echo " Backend Log file will be stored in the 'logs' directory."
|
||||
@echo " $(GREEN)docker-dev$(RESET) - Build and run the OpenHands application in Docker."
|
||||
@echo " $(GREEN)docker-run$(RESET) - Run the OpenHands application, starting both backend and frontend servers in Docker."
|
||||
@echo " $(GREEN)help$(RESET) - Display this help message, providing information on available targets."
|
||||
|
||||
# Phony targets
|
||||
.PHONY: build check-dependencies check-python check-npm check-docker check-poetry install-python-dependencies install-frontend-dependencies install-pre-commit-hooks lint start-backend start-frontend run run-wsl setup-config setup-config-prompts help
|
||||
.PHONY: docker-dev docker-run
|
||||
49
PORT_OVERFLOW_FIX.md
Normal file
49
PORT_OVERFLOW_FIX.md
Normal file
@@ -0,0 +1,49 @@
|
||||
# Port Overflow Fix
|
||||
|
||||
## Issue Description
|
||||
|
||||
The Action Execution Server was experiencing an `OverflowError` when trying to bind to a port outside the valid range (0-65535). This occurred when the server was started with a high port number, and the code attempted to calculate a range for the file viewer server by adding 10000 to the base port.
|
||||
|
||||
Error message:
|
||||
```
|
||||
ERROR:root:<class 'OverflowError'>: bind(): port must be 0-65535.
|
||||
```
|
||||
|
||||
## Fix Implementation
|
||||
|
||||
The fix has been implemented in two places:
|
||||
|
||||
1. In `action_execution_server.py`, we ensure the maximum port number doesn't exceed 65535:
|
||||
```python
|
||||
_file_viewer_port = find_available_tcp_port(
|
||||
min_port=args.port + 1, max_port=min(65535, args.port + 10000)
|
||||
)
|
||||
```
|
||||
|
||||
2. In `system.py`, we added validation to the `find_available_tcp_port` function to ensure both min_port and max_port are within the valid range (0-65535):
|
||||
```python
|
||||
# Ensure ports are within valid range (0-65535)
|
||||
min_port = max(0, min(min_port, 65535))
|
||||
max_port = max(min_port, min(max_port, 65535))
|
||||
```
|
||||
|
||||
## Testing
|
||||
|
||||
The fix was tested with a simple script that verifies the function works correctly with both normal and potentially invalid port ranges:
|
||||
|
||||
```python
|
||||
# Test with normal range
|
||||
port1 = find_available_tcp_port(min_port=30000, max_port=39999)
|
||||
print(f"Normal range port: {port1}")
|
||||
|
||||
# Test with potentially invalid range
|
||||
port2 = find_available_tcp_port(min_port=65000, max_port=75000)
|
||||
print(f"Potentially invalid range port: {port2}")
|
||||
|
||||
# Test with args.port + 10000 pattern
|
||||
args_port = 60000
|
||||
port3 = find_available_tcp_port(min_port=args_port + 1, max_port=min(65535, args_port + 10000))
|
||||
print(f"With args.port pattern: {port3}")
|
||||
```
|
||||
|
||||
All tests passed, confirming that the function now properly handles port ranges that might exceed the valid range.
|
||||
146
README.md
146
README.md
@@ -1,146 +0,0 @@
|
||||
<a name="readme-top"></a>
|
||||
|
||||
<div align="center">
|
||||
<img src="./docs/static/img/logo.png" alt="Logo" width="200">
|
||||
<h1 align="center">OpenHands: Code Less, Make More</h1>
|
||||
</div>
|
||||
|
||||
|
||||
<div align="center">
|
||||
<a href="https://github.com/All-Hands-AI/OpenHands/graphs/contributors"><img src="https://img.shields.io/github/contributors/All-Hands-AI/OpenHands?style=for-the-badge&color=blue" alt="Contributors"></a>
|
||||
<a href="https://github.com/All-Hands-AI/OpenHands/stargazers"><img src="https://img.shields.io/github/stars/All-Hands-AI/OpenHands?style=for-the-badge&color=blue" alt="Stargazers"></a>
|
||||
<a href="https://codecov.io/github/All-Hands-AI/OpenHands?branch=main"><img alt="CodeCov" src="https://img.shields.io/codecov/c/github/All-Hands-AI/OpenHands?style=for-the-badge&color=blue"></a>
|
||||
<a href="https://github.com/All-Hands-AI/OpenHands/blob/main/LICENSE"><img src="https://img.shields.io/github/license/All-Hands-AI/OpenHands?style=for-the-badge&color=blue" alt="MIT License"></a>
|
||||
<br/>
|
||||
<a href="https://join.slack.com/t/openhands-ai/shared_invite/zt-2ngejmfw6-9gW4APWOC9XUp1n~SiQ6iw"><img src="https://img.shields.io/badge/Slack-Join%20Us-red?logo=slack&logoColor=white&style=for-the-badge" alt="Join our Slack community"></a>
|
||||
<a href="https://discord.gg/ESHStjSjD4"><img src="https://img.shields.io/badge/Discord-Join%20Us-purple?logo=discord&logoColor=white&style=for-the-badge" alt="Join our Discord community"></a>
|
||||
<a href="https://github.com/All-Hands-AI/OpenHands/blob/main/CREDITS.md"><img src="https://img.shields.io/badge/Project-Credits-blue?style=for-the-badge&color=FFE165&logo=github&logoColor=white" alt="Credits"></a>
|
||||
<br/>
|
||||
<a href="https://docs.all-hands.dev/modules/usage/getting-started"><img src="https://img.shields.io/badge/Documentation-000?logo=googledocs&logoColor=FFE165&style=for-the-badge" alt="Check out the documentation"></a>
|
||||
<a href="https://arxiv.org/abs/2407.16741"><img src="https://img.shields.io/badge/Paper%20on%20Arxiv-000?logoColor=FFE165&logo=arxiv&style=for-the-badge" alt="Paper on Arxiv"></a>
|
||||
<a href="https://docs.google.com/spreadsheets/d/1wOUdFCMyY6Nt0AIqF705KN4JKOWgeI4wUGUP60krXXs/edit?gid=0#gid=0"><img src="https://img.shields.io/badge/Benchmark%20score-000?logoColor=FFE165&logo=huggingface&style=for-the-badge" alt="Evaluation Benchmark Score"></a>
|
||||
<hr>
|
||||
</div>
|
||||
|
||||
Welcome to OpenHands (formerly OpenDevin), a platform for software development agents powered by AI.
|
||||
|
||||
OpenHands agents can do anything a human developer can: modify code, run commands, browse the web,
|
||||
call APIs, and yes—even copy code snippets from StackOverflow.
|
||||
|
||||
Learn more at [docs.all-hands.dev](https://docs.all-hands.dev), or [sign up for OpenHands Cloud](https://app.all-hands.dev) to get started.
|
||||
|
||||
> [!IMPORTANT]
|
||||
> Using OpenHands for work? We'd love to chat! Fill out
|
||||
> [this short form](https://docs.google.com/forms/d/e/1FAIpQLSet3VbGaz8z32gW9Wm-Grl4jpt5WgMXPgJ4EDPVmCETCBpJtQ/viewform)
|
||||
> to join our Design Partner program, where you'll get early access to commercial features and the opportunity to provide input on our product roadmap.
|
||||
|
||||

|
||||
|
||||
## ☁️ OpenHands Cloud
|
||||
The easiest way to get started with OpenHands is on [OpenHands Cloud](https://app.all-hands.dev),
|
||||
which comes with $50 in free credits for new users.
|
||||
|
||||
## 💻 Running OpenHands Locally
|
||||
|
||||
OpenHands can also run on your local system using Docker.
|
||||
See the [Running OpenHands](https://docs.all-hands.dev/modules/usage/installation) guide for
|
||||
system requirements and more information.
|
||||
|
||||
> [!WARNING]
|
||||
> On a public network? See our [Hardened Docker Installation Guide](https://docs.all-hands.dev/modules/usage/runtimes/docker#hardened-docker-installation)
|
||||
> to secure your deployment by restricting network binding and implementing additional security measures.
|
||||
|
||||
|
||||
```bash
|
||||
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.34-nikolaik
|
||||
|
||||
docker run -it --rm --pull=always \
|
||||
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.34-nikolaik \
|
||||
-e LOG_ALL_EVENTS=true \
|
||||
-v /var/run/docker.sock:/var/run/docker.sock \
|
||||
-v ~/.openhands-state:/.openhands-state \
|
||||
-p 3000:3000 \
|
||||
--add-host host.docker.internal:host-gateway \
|
||||
--name openhands-app \
|
||||
docker.all-hands.dev/all-hands-ai/openhands:0.34
|
||||
```
|
||||
|
||||
You'll find OpenHands running at [http://localhost:3000](http://localhost:3000)!
|
||||
|
||||
When you open the application, you'll be asked to choose an LLM provider and add an API key.
|
||||
[Anthropic's Claude 3.5 Sonnet](https://www.anthropic.com/api) (`anthropic/claude-3-5-sonnet-20241022`)
|
||||
works best, but you have [many options](https://docs.all-hands.dev/modules/usage/llms).
|
||||
|
||||
## 💡 Other ways to run OpenHands
|
||||
|
||||
> [!CAUTION]
|
||||
> OpenHands is meant to be run by a single user on their local workstation.
|
||||
> It is not appropriate for multi-tenant deployments where multiple users share the same instance. There is no built-in authentication, isolation, or scalability.
|
||||
>
|
||||
> If you're interested in running OpenHands in a multi-tenant environment, please
|
||||
> [get in touch with us](https://docs.google.com/forms/d/e/1FAIpQLSet3VbGaz8z32gW9Wm-Grl4jpt5WgMXPgJ4EDPVmCETCBpJtQ/viewform)
|
||||
> for advanced deployment options.
|
||||
|
||||
You can also [connect OpenHands to your local filesystem](https://docs.all-hands.dev/modules/usage/runtimes/docker#connecting-to-your-filesystem),
|
||||
run OpenHands in a scriptable [headless mode](https://docs.all-hands.dev/modules/usage/how-to/headless-mode),
|
||||
interact with it via a [friendly CLI](https://docs.all-hands.dev/modules/usage/how-to/cli-mode),
|
||||
or run it on tagged issues with [a github action](https://docs.all-hands.dev/modules/usage/how-to/github-action).
|
||||
|
||||
Visit [Running OpenHands](https://docs.all-hands.dev/modules/usage/installation) for more information and setup instructions.
|
||||
|
||||
If you want to modify the OpenHands source code, check out [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
|
||||
|
||||
Having issues? The [Troubleshooting Guide](https://docs.all-hands.dev/modules/usage/troubleshooting) can help.
|
||||
|
||||
## 📖 Documentation
|
||||
|
||||
To learn more about the project, and for tips on using OpenHands,
|
||||
check out our [documentation](https://docs.all-hands.dev/modules/usage/getting-started).
|
||||
|
||||
There you'll find resources on how to use different LLM providers,
|
||||
troubleshooting resources, and advanced configuration options.
|
||||
|
||||
## 🤝 How to Join the Community
|
||||
|
||||
OpenHands is a community-driven project, and we welcome contributions from everyone. We do most of our communication
|
||||
through Slack, so this is the best place to start, but we also are happy to have you contact us on Discord or Github:
|
||||
|
||||
- [Join our Slack workspace](https://join.slack.com/t/openhands-ai/shared_invite/zt-2ngejmfw6-9gW4APWOC9XUp1n~SiQ6iw) - Here we talk about research, architecture, and future development.
|
||||
- [Join our Discord server](https://discord.gg/ESHStjSjD4) - This is a community-run server for general discussion, questions, and feedback.
|
||||
- [Read or post Github Issues](https://github.com/All-Hands-AI/OpenHands/issues) - Check out the issues we're working on, or add your own ideas.
|
||||
|
||||
See more about the community in [COMMUNITY.md](./COMMUNITY.md) or find details on contributing in [CONTRIBUTING.md](./CONTRIBUTING.md).
|
||||
|
||||
## 📈 Progress
|
||||
|
||||
See the monthly OpenHands roadmap [here](https://github.com/orgs/All-Hands-AI/projects/1) (updated at the maintainer's meeting at the end of each month).
|
||||
|
||||
<p align="center">
|
||||
<a href="https://star-history.com/#All-Hands-AI/OpenHands&Date">
|
||||
<img src="https://api.star-history.com/svg?repos=All-Hands-AI/OpenHands&type=Date" width="500" alt="Star History Chart">
|
||||
</a>
|
||||
</p>
|
||||
|
||||
## 📜 License
|
||||
|
||||
Distributed under the MIT License. See [`LICENSE`](./LICENSE) for more information.
|
||||
|
||||
## 🙏 Acknowledgements
|
||||
|
||||
OpenHands is built by a large number of contributors, and every contribution is greatly appreciated! We also build upon other open source projects, and we are deeply thankful for their work.
|
||||
|
||||
For a list of open source projects and licenses used in OpenHands, please see our [CREDITS.md](./CREDITS.md) file.
|
||||
|
||||
## 📚 Cite
|
||||
|
||||
```
|
||||
@misc{openhands,
|
||||
title={{OpenHands: An Open Platform for AI Software Developers as Generalist Agents}},
|
||||
author={Xingyao Wang and Boxuan Li and Yufan Song and Frank F. Xu and Xiangru Tang and Mingchen Zhuge and Jiayi Pan and Yueqi Song and Bowen Li and Jaskirat Singh and Hoang H. Tran and Fuqiang Li and Ren Ma and Mingzhang Zheng and Bill Qian and Yanjun Shao and Niklas Muennighoff and Yizhe Zhang and Binyuan Hui and Junyang Lin and Robert Brennan and Hao Peng and Heng Ji and Graham Neubig},
|
||||
year={2024},
|
||||
eprint={2407.16741},
|
||||
archivePrefix={arXiv},
|
||||
primaryClass={cs.SE},
|
||||
url={https://arxiv.org/abs/2407.16741},
|
||||
}
|
||||
```
|
||||
@@ -555,7 +555,7 @@ if __name__ == '__main__':
|
||||
# Start the file viewer server in a separate thread
|
||||
logger.info('Starting file viewer server')
|
||||
_file_viewer_port = find_available_tcp_port(
|
||||
min_port=args.port + 1, max_port=min(args.port + 1024, 65535)
|
||||
min_port=args.port + 1, max_port=min(65535, args.port + 10000)
|
||||
)
|
||||
server_url, _ = start_file_viewer_server(port=_file_viewer_port)
|
||||
logger.info(f'File viewer server started at {server_url}')
|
||||
@@ -28,6 +28,10 @@ def find_available_tcp_port(
|
||||
Returns:
|
||||
int: An available port number, or -1 if none found after max_attempts
|
||||
"""
|
||||
# Ensure ports are within valid range (0-65535)
|
||||
min_port = max(0, min(min_port, 65535))
|
||||
max_port = max(min_port, min(max_port, 65535))
|
||||
|
||||
rng = random.SystemRandom()
|
||||
ports = list(range(min_port, max_port + 1))
|
||||
rng.shuffle(ports)
|
||||
@@ -1,399 +0,0 @@
|
||||
###################### OpenHands Configuration Example ######################
|
||||
#
|
||||
# All settings have default values, so you only need to uncomment and
|
||||
# modify what you want to change
|
||||
# The fields within each section are sorted in alphabetical order.
|
||||
#
|
||||
##############################################################################
|
||||
|
||||
#################################### Core ####################################
|
||||
# General core configurations
|
||||
##############################################################################
|
||||
[core]
|
||||
# API key for E2B
|
||||
#e2b_api_key = ""
|
||||
|
||||
# API key for Modal
|
||||
#modal_api_token_id = ""
|
||||
#modal_api_token_secret = ""
|
||||
|
||||
# API key for Daytona
|
||||
#daytona_api_key = ""
|
||||
|
||||
# Daytona Target
|
||||
#daytona_target = ""
|
||||
|
||||
# Base path for the workspace
|
||||
#workspace_base = "./workspace"
|
||||
|
||||
# Cache directory path
|
||||
#cache_dir = "/tmp/cache"
|
||||
|
||||
# Reasoning effort for o1 models (low, medium, high, or not set)
|
||||
#reasoning_effort = "medium"
|
||||
|
||||
# Debugging enabled
|
||||
#debug = false
|
||||
|
||||
# Disable color in terminal output
|
||||
#disable_color = false
|
||||
|
||||
# Path to store trajectories, can be a folder or a file
|
||||
# If it's a folder, the session id will be used as the file name
|
||||
#save_trajectory_path="./trajectories"
|
||||
|
||||
# Whether to save screenshots in the trajectory
|
||||
# The screenshots are encoded and can make trajectory json files very large
|
||||
#save_screenshots_in_trajectory = false
|
||||
|
||||
# Path to replay a trajectory, must be a file path
|
||||
# If provided, trajectory will be loaded and replayed before the
|
||||
# agent responds to any user instruction
|
||||
#replay_trajectory_path = ""
|
||||
|
||||
# File store path
|
||||
#file_store_path = "/tmp/file_store"
|
||||
|
||||
# File store type
|
||||
#file_store = "memory"
|
||||
|
||||
# Maximum file size for uploads, in megabytes
|
||||
#file_uploads_max_file_size_mb = 0
|
||||
|
||||
# Maximum budget per task, 0.0 means no limit
|
||||
#max_budget_per_task = 0.0
|
||||
|
||||
# Maximum number of iterations
|
||||
#max_iterations = 250
|
||||
|
||||
# Path to mount the workspace in the sandbox
|
||||
#workspace_mount_path_in_sandbox = "/workspace"
|
||||
|
||||
# Path to mount the workspace
|
||||
#workspace_mount_path = ""
|
||||
|
||||
# Path to rewrite the workspace mount path to
|
||||
#workspace_mount_rewrite = ""
|
||||
|
||||
# Run as openhands
|
||||
#run_as_openhands = true
|
||||
|
||||
# Runtime environment
|
||||
#runtime = "docker"
|
||||
|
||||
# Name of the default agent
|
||||
#default_agent = "CodeActAgent"
|
||||
|
||||
# JWT secret for authentication
|
||||
#jwt_secret = ""
|
||||
|
||||
# Restrict file types for file uploads
|
||||
#file_uploads_restrict_file_types = false
|
||||
|
||||
# List of allowed file extensions for uploads
|
||||
#file_uploads_allowed_extensions = [".*"]
|
||||
|
||||
# Whether to enable the default LLM summarizing condenser when no condenser is specified in config
|
||||
# When true, a LLMSummarizingCondenserConfig will be used as the default condenser
|
||||
# When false, a NoOpCondenserConfig (no summarization) will be used
|
||||
#enable_default_condenser = true
|
||||
|
||||
# Maximum number of concurrent conversations per user
|
||||
#max_concurrent_conversations = 3
|
||||
|
||||
# Maximum age of conversations in seconds before they are automatically closed
|
||||
#conversation_max_age_seconds = 864000 # 10 days
|
||||
|
||||
#################################### LLM #####################################
|
||||
# Configuration for LLM models (group name starts with 'llm')
|
||||
# use 'llm' for the default LLM config
|
||||
##############################################################################
|
||||
[llm]
|
||||
# AWS access key ID
|
||||
#aws_access_key_id = ""
|
||||
|
||||
# AWS region name
|
||||
#aws_region_name = ""
|
||||
|
||||
# AWS secret access key
|
||||
#aws_secret_access_key = ""
|
||||
|
||||
# API key to use (For Headless / CLI only - In Web this is overridden by Session Init)
|
||||
api_key = ""
|
||||
|
||||
# API base URL (For Headless / CLI only - In Web this is overridden by Session Init)
|
||||
#base_url = ""
|
||||
|
||||
# API version
|
||||
#api_version = ""
|
||||
|
||||
# Cost per input token
|
||||
#input_cost_per_token = 0.0
|
||||
|
||||
# Cost per output token
|
||||
#output_cost_per_token = 0.0
|
||||
|
||||
# Custom LLM provider
|
||||
#custom_llm_provider = ""
|
||||
|
||||
# Maximum number of characters in an observation's content
|
||||
#max_message_chars = 10000
|
||||
|
||||
# Maximum number of input tokens
|
||||
#max_input_tokens = 0
|
||||
|
||||
# Maximum number of output tokens
|
||||
#max_output_tokens = 0
|
||||
|
||||
# Model to use. (For Headless / CLI only - In Web this is overridden by Session Init)
|
||||
model = "gpt-4o"
|
||||
|
||||
# Number of retries to attempt when an operation fails with the LLM.
|
||||
# Increase this value to allow more attempts before giving up
|
||||
#num_retries = 8
|
||||
|
||||
# Maximum wait time (in seconds) between retry attempts
|
||||
# This caps the exponential backoff to prevent excessively long
|
||||
#retry_max_wait = 120
|
||||
|
||||
# Minimum wait time (in seconds) between retry attempts
|
||||
# This sets the initial delay before the first retry
|
||||
#retry_min_wait = 15
|
||||
|
||||
# Multiplier for exponential backoff calculation
|
||||
# The wait time increases by this factor after each failed attempt
|
||||
# A value of 2.0 means each retry waits twice as long as the previous one
|
||||
#retry_multiplier = 2.0
|
||||
|
||||
# Drop any unmapped (unsupported) params without causing an exception
|
||||
#drop_params = false
|
||||
|
||||
# Modify params for litellm to do transformations like adding a default message, when a message is empty.
|
||||
# Note: this setting is global, unlike drop_params, it cannot be overridden in each call to litellm.
|
||||
#modify_params = true
|
||||
|
||||
# Using the prompt caching feature if provided by the LLM and supported
|
||||
#caching_prompt = true
|
||||
|
||||
# Base URL for the OLLAMA API
|
||||
#ollama_base_url = ""
|
||||
|
||||
# Temperature for the API
|
||||
#temperature = 0.0
|
||||
|
||||
# Timeout for the API
|
||||
#timeout = 0
|
||||
|
||||
# Top p for the API
|
||||
#top_p = 1.0
|
||||
|
||||
# If model is vision capable, this option allows to disable image processing (useful for cost reduction).
|
||||
#disable_vision = true
|
||||
|
||||
# Custom tokenizer to use for token counting
|
||||
# https://docs.litellm.ai/docs/completion/token_usage
|
||||
#custom_tokenizer = ""
|
||||
|
||||
# Whether to use native tool calling if supported by the model. Can be true, false, or None by default, which chooses the model's default behavior based on the evaluation.
|
||||
# ATTENTION: Based on evaluation, enabling native function calling may lead to worse results
|
||||
# in some scenarios. Use with caution and consider testing with your specific use case.
|
||||
# https://github.com/All-Hands-AI/OpenHands/pull/4711
|
||||
#native_tool_calling = None
|
||||
|
||||
|
||||
|
||||
[llm.gpt4o-mini]
|
||||
api_key = ""
|
||||
model = "gpt-4o"
|
||||
|
||||
|
||||
#################################### Agent ###################################
|
||||
# Configuration for agents (group name starts with 'agent')
|
||||
# Use 'agent' for the default agent config
|
||||
# otherwise, group name must be `agent.<agent_name>` (case-sensitive), e.g.
|
||||
# agent.CodeActAgent
|
||||
##############################################################################
|
||||
[agent]
|
||||
|
||||
# Whether the browsing tool is enabled
|
||||
enable_browsing = true
|
||||
|
||||
# Whether the LLM draft editor is enabled
|
||||
enable_llm_editor = false
|
||||
|
||||
# Whether the standard editor tool (str_replace_editor) is enabled
|
||||
# Only has an effect if enable_llm_editor is False
|
||||
enable_editor = true
|
||||
|
||||
# Whether the IPython tool is enabled
|
||||
enable_jupyter = true
|
||||
|
||||
# Whether the command tool is enabled
|
||||
enable_cmd = true
|
||||
|
||||
# Whether the think tool is enabled
|
||||
enable_think = true
|
||||
|
||||
# Whether the finish tool is enabled
|
||||
enable_finish = true
|
||||
|
||||
# LLM config group to use
|
||||
#llm_config = 'your-llm-config-group'
|
||||
|
||||
# Whether to use prompt extension (e.g., microagent, repo/runtime info) at all
|
||||
#enable_prompt_extensions = true
|
||||
|
||||
# List of microagents to disable
|
||||
#disabled_microagents = []
|
||||
|
||||
# Whether history should be truncated to continue the session when hitting LLM context
|
||||
# length limit
|
||||
enable_history_truncation = true
|
||||
|
||||
[agent.RepoExplorerAgent]
|
||||
# Example: use a cheaper model for RepoExplorerAgent to reduce cost, especially
|
||||
# useful when an agent doesn't demand high quality but uses a lot of tokens
|
||||
llm_config = 'gpt3'
|
||||
|
||||
#################################### Sandbox ###################################
|
||||
# Configuration for the sandbox
|
||||
##############################################################################
|
||||
[sandbox]
|
||||
# Sandbox timeout in seconds
|
||||
#timeout = 120
|
||||
|
||||
# Sandbox user ID
|
||||
#user_id = 1000
|
||||
|
||||
# Container image to use for the sandbox
|
||||
#base_container_image = "nikolaik/python-nodejs:python3.12-nodejs22"
|
||||
|
||||
# Use host network
|
||||
#use_host_network = false
|
||||
|
||||
# Runtime extra build args
|
||||
#runtime_extra_build_args = ["--network=host", "--add-host=host.docker.internal:host-gateway"]
|
||||
|
||||
# Enable auto linting after editing
|
||||
#enable_auto_lint = false
|
||||
|
||||
# Whether to initialize plugins
|
||||
#initialize_plugins = true
|
||||
|
||||
# Extra dependencies to install in the runtime image
|
||||
#runtime_extra_deps = ""
|
||||
|
||||
# Environment variables to set at the launch of the runtime
|
||||
#runtime_startup_env_vars = {}
|
||||
|
||||
# BrowserGym environment to use for evaluation
|
||||
#browsergym_eval_env = ""
|
||||
|
||||
# Platform to use for building the runtime image (e.g., "linux/amd64")
|
||||
#platform = ""
|
||||
|
||||
# Force rebuild of runtime image even if it exists
|
||||
#force_rebuild_runtime = false
|
||||
|
||||
# Runtime container image to use (if not provided, will be built from base_container_image)
|
||||
#runtime_container_image = ""
|
||||
|
||||
# Keep runtime alive after session ends
|
||||
#keep_runtime_alive = false
|
||||
|
||||
# Pause closed runtimes instead of stopping them
|
||||
#pause_closed_runtimes = false
|
||||
|
||||
# Delay in seconds before closing idle runtimes
|
||||
#close_delay = 300
|
||||
|
||||
# Remove all containers when stopping the runtime
|
||||
#rm_all_containers = false
|
||||
|
||||
# Enable GPU support in the runtime
|
||||
#enable_gpu = false
|
||||
|
||||
# Additional Docker runtime kwargs
|
||||
#docker_runtime_kwargs = {}
|
||||
|
||||
#################################### Security ###################################
|
||||
# Configuration for security features
|
||||
##############################################################################
|
||||
[security]
|
||||
|
||||
# Enable confirmation mode (For Headless / CLI only - In Web this is overridden by Session Init)
|
||||
#confirmation_mode = false
|
||||
|
||||
# The security analyzer to use (For Headless / CLI only - In Web this is overridden by Session Init)
|
||||
#security_analyzer = ""
|
||||
|
||||
# Whether to enable security analyzer
|
||||
#enable_security_analyzer = false
|
||||
|
||||
#################################### Condenser #################################
|
||||
# Condensers control how conversation history is managed and compressed when
|
||||
# the context grows too large. Each agent uses one condenser configuration.
|
||||
##############################################################################
|
||||
[condenser]
|
||||
# The type of condenser to use. Available options:
|
||||
# - "noop": No condensing, keeps full history (default)
|
||||
# - "observation_masking": Keeps full event structure but masks older observations
|
||||
# - "recent": Keeps only recent events and discards older ones
|
||||
# - "llm": Uses an LLM to summarize conversation history
|
||||
# - "amortized": Intelligently forgets older events while preserving important context
|
||||
# - "llm_attention": Uses an LLM to prioritize most relevant context
|
||||
type = "noop"
|
||||
|
||||
# Examples for each condenser type (uncomment and modify as needed):
|
||||
|
||||
# 1. NoOp Condenser - No additional settings needed
|
||||
#type = "noop"
|
||||
|
||||
# 2. Observation Masking Condenser
|
||||
#type = "observation_masking"
|
||||
# Number of most-recent events where observations will not be masked
|
||||
#attention_window = 100
|
||||
|
||||
# 3. Recent Events Condenser
|
||||
#type = "recent"
|
||||
# Number of initial events to always keep (typically includes task description)
|
||||
#keep_first = 1
|
||||
# Maximum number of events to keep in history
|
||||
#max_events = 100
|
||||
|
||||
# 4. LLM Summarizing Condenser
|
||||
#type = "llm"
|
||||
# Reference to an LLM config to use for summarization
|
||||
#llm_config = "condenser"
|
||||
# Number of initial events to always keep (typically includes task description)
|
||||
#keep_first = 1
|
||||
# Maximum size of history before triggering summarization
|
||||
#max_size = 100
|
||||
|
||||
# 5. Amortized Forgetting Condenser
|
||||
#type = "amortized"
|
||||
# Number of initial events to always keep (typically includes task description)
|
||||
#keep_first = 1
|
||||
# Maximum size of history before triggering forgetting
|
||||
#max_size = 100
|
||||
|
||||
# 6. LLM Attention Condenser
|
||||
#type = "llm_attention"
|
||||
# Reference to an LLM config to use for attention scoring
|
||||
#llm_config = "condenser"
|
||||
# Number of initial events to always keep (typically includes task description)
|
||||
#keep_first = 1
|
||||
# Maximum size of history before triggering attention mechanism
|
||||
#max_size = 100
|
||||
|
||||
# Example of a custom LLM configuration for condensers that require an LLM
|
||||
# If not provided, it falls back to the default LLM
|
||||
#[llm.condenser]
|
||||
#model = "gpt-4o"
|
||||
#temperature = 0.1
|
||||
#max_output_tokens = 1024
|
||||
|
||||
#################################### Eval ####################################
|
||||
# Configuration for the evaluation, please refer to the specific evaluation
|
||||
# plugin for the available options
|
||||
##############################################################################
|
||||
@@ -1,12 +0,0 @@
|
||||
# Docker Containers
|
||||
|
||||
Each folder here contains a Dockerfile, and a config.sh describing how to build
|
||||
the images and where to push them. These images are built and pushed in GitHub Actions
|
||||
by the `ghcr.yml` workflow.
|
||||
|
||||
## Building Manually
|
||||
|
||||
```bash
|
||||
docker build -f containers/app/Dockerfile -t openhands .
|
||||
docker build -f containers/sandbox/Dockerfile -t sandbox .
|
||||
```
|
||||
@@ -1,99 +0,0 @@
|
||||
ARG OPENHANDS_BUILD_VERSION=dev
|
||||
FROM node:21.7.2-bookworm-slim AS frontend-builder
|
||||
|
||||
WORKDIR /app
|
||||
|
||||
COPY ./frontend/package.json frontend/package-lock.json ./
|
||||
RUN npm install -g npm@10.5.1
|
||||
RUN npm ci
|
||||
|
||||
COPY ./frontend ./
|
||||
RUN npm run build
|
||||
|
||||
FROM python:3.12.3-slim AS backend-builder
|
||||
|
||||
WORKDIR /app
|
||||
ENV PYTHONPATH='/app'
|
||||
|
||||
ENV POETRY_NO_INTERACTION=1 \
|
||||
POETRY_VIRTUALENVS_IN_PROJECT=1 \
|
||||
POETRY_VIRTUALENVS_CREATE=1 \
|
||||
POETRY_CACHE_DIR=/tmp/poetry_cache
|
||||
|
||||
RUN apt-get update -y \
|
||||
&& apt-get install -y curl make git build-essential \
|
||||
&& python3 -m pip install poetry==1.8.2 --break-system-packages
|
||||
|
||||
COPY ./pyproject.toml ./poetry.lock ./
|
||||
RUN touch README.md
|
||||
RUN export POETRY_CACHE_DIR && poetry install --without evaluation --no-root && rm -rf $POETRY_CACHE_DIR
|
||||
|
||||
FROM python:3.12.3-slim AS openhands-app
|
||||
|
||||
WORKDIR /app
|
||||
|
||||
ARG OPENHANDS_BUILD_VERSION #re-declare for this section
|
||||
|
||||
ENV RUN_AS_OPENHANDS=true
|
||||
# A random number--we need this to be different from the user's UID on the host machine
|
||||
ENV OPENHANDS_USER_ID=42420
|
||||
ENV SANDBOX_LOCAL_RUNTIME_URL=http://host.docker.internal
|
||||
ENV USE_HOST_NETWORK=false
|
||||
ENV WORKSPACE_BASE=/opt/workspace_base
|
||||
ENV OPENHANDS_BUILD_VERSION=$OPENHANDS_BUILD_VERSION
|
||||
ENV SANDBOX_USER_ID=0
|
||||
ENV FILE_STORE=local
|
||||
ENV FILE_STORE_PATH=/.openhands-state
|
||||
RUN mkdir -p $FILE_STORE_PATH
|
||||
RUN mkdir -p $WORKSPACE_BASE
|
||||
|
||||
RUN apt-get update -y \
|
||||
&& apt-get install -y curl ssh sudo \
|
||||
&& rm -rf /var/lib/apt/lists/*
|
||||
|
||||
# Default is 1000, but OSX is often 501
|
||||
RUN sed -i 's/^UID_MIN.*/UID_MIN 499/' /etc/login.defs
|
||||
# Default is 60000, but we've seen up to 200000
|
||||
RUN sed -i 's/^UID_MAX.*/UID_MAX 1000000/' /etc/login.defs
|
||||
|
||||
RUN groupadd app
|
||||
RUN useradd -l -m -u $OPENHANDS_USER_ID -s /bin/bash openhands && \
|
||||
usermod -aG app openhands && \
|
||||
usermod -aG sudo openhands && \
|
||||
echo '%sudo ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers
|
||||
RUN chown -R openhands:app /app && chmod -R 770 /app
|
||||
RUN sudo chown -R openhands:app $WORKSPACE_BASE && sudo chmod -R 770 $WORKSPACE_BASE
|
||||
USER openhands
|
||||
|
||||
ENV VIRTUAL_ENV=/app/.venv \
|
||||
PATH="/app/.venv/bin:$PATH" \
|
||||
PYTHONPATH='/app'
|
||||
|
||||
COPY --chown=openhands:app --chmod=770 --from=backend-builder ${VIRTUAL_ENV} ${VIRTUAL_ENV}
|
||||
RUN playwright install --with-deps chromium
|
||||
|
||||
COPY --chown=openhands:app --chmod=770 ./microagents ./microagents
|
||||
COPY --chown=openhands:app --chmod=770 ./openhands ./openhands
|
||||
COPY --chown=openhands:app --chmod=777 ./openhands/runtime/plugins ./openhands/runtime/plugins
|
||||
COPY --chown=openhands:app --chmod=770 ./openhands/agenthub ./openhands/agenthub
|
||||
COPY --chown=openhands:app ./pyproject.toml ./pyproject.toml
|
||||
COPY --chown=openhands:app ./poetry.lock ./poetry.lock
|
||||
COPY --chown=openhands:app ./README.md ./README.md
|
||||
COPY --chown=openhands:app ./MANIFEST.in ./MANIFEST.in
|
||||
COPY --chown=openhands:app ./LICENSE ./LICENSE
|
||||
|
||||
# This is run as "openhands" user, and will create __pycache__ with openhands:openhands ownership
|
||||
RUN python openhands/core/download.py # No-op to download assets
|
||||
# Add this line to set group ownership of all files/directories not already in "app" group
|
||||
# openhands:openhands -> openhands:app
|
||||
RUN find /app \! -group app -exec chgrp app {} +
|
||||
|
||||
COPY --chown=openhands:app --chmod=770 --from=frontend-builder /app/build ./frontend/build
|
||||
COPY --chown=openhands:app --chmod=770 ./containers/app/entrypoint.sh /app/entrypoint.sh
|
||||
|
||||
USER root
|
||||
|
||||
WORKDIR /app
|
||||
|
||||
ENTRYPOINT ["/app/entrypoint.sh"]
|
||||
CMD ["uvicorn", "openhands.server.listen:app", "--host", "0.0.0.0", "--port", "3000"]
|
||||
@@ -1,4 +0,0 @@
|
||||
DOCKER_REGISTRY=ghcr.io
|
||||
DOCKER_ORG=all-hands-ai
|
||||
DOCKER_IMAGE=openhands
|
||||
DOCKER_BASE_DIR="."
|
||||
@@ -1,69 +0,0 @@
|
||||
#!/bin/bash
|
||||
set -eo pipefail
|
||||
|
||||
echo "Starting OpenHands..."
|
||||
if [[ $NO_SETUP == "true" ]]; then
|
||||
echo "Skipping setup, running as $(whoami)"
|
||||
"$@"
|
||||
exit 0
|
||||
fi
|
||||
|
||||
if [ "$(id -u)" -ne 0 ]; then
|
||||
echo "The OpenHands entrypoint.sh must run as root"
|
||||
exit 1
|
||||
fi
|
||||
|
||||
if [ -z "$SANDBOX_USER_ID" ]; then
|
||||
echo "SANDBOX_USER_ID is not set"
|
||||
exit 1
|
||||
fi
|
||||
|
||||
if [ -z "$WORKSPACE_MOUNT_PATH" ]; then
|
||||
# This is set to /opt/workspace in the Dockerfile. But if the user isn't mounting, we want to unset it so that OpenHands doesn't mount at all
|
||||
unset WORKSPACE_BASE
|
||||
fi
|
||||
|
||||
if [[ "$SANDBOX_USER_ID" -eq 0 ]]; then
|
||||
echo "Running OpenHands as root"
|
||||
export RUN_AS_OPENHANDS=false
|
||||
mkdir -p /root/.cache/ms-playwright/
|
||||
if [ -d "/home/openhands/.cache/ms-playwright/" ]; then
|
||||
mv /home/openhands/.cache/ms-playwright/ /root/.cache/
|
||||
fi
|
||||
"$@"
|
||||
else
|
||||
echo "Setting up enduser with id $SANDBOX_USER_ID"
|
||||
if id "enduser" &>/dev/null; then
|
||||
echo "User enduser already exists. Skipping creation."
|
||||
else
|
||||
if ! useradd -l -m -u $SANDBOX_USER_ID -s /bin/bash enduser; then
|
||||
echo "Failed to create user enduser with id $SANDBOX_USER_ID. Moving openhands user."
|
||||
incremented_id=$(($SANDBOX_USER_ID + 1))
|
||||
usermod -u $incremented_id openhands
|
||||
if ! useradd -l -m -u $SANDBOX_USER_ID -s /bin/bash enduser; then
|
||||
echo "Failed to create user enduser with id $SANDBOX_USER_ID for a second time. Exiting."
|
||||
exit 1
|
||||
fi
|
||||
fi
|
||||
fi
|
||||
usermod -aG app enduser
|
||||
# get the user group of /var/run/docker.sock and set openhands to that group
|
||||
DOCKER_SOCKET_GID=$(stat -c '%g' /var/run/docker.sock)
|
||||
echo "Docker socket group id: $DOCKER_SOCKET_GID"
|
||||
if getent group $DOCKER_SOCKET_GID; then
|
||||
echo "Group with id $DOCKER_SOCKET_GID already exists"
|
||||
else
|
||||
echo "Creating group with id $DOCKER_SOCKET_GID"
|
||||
groupadd -g $DOCKER_SOCKET_GID docker
|
||||
fi
|
||||
|
||||
mkdir -p /home/enduser/.cache/huggingface/hub/
|
||||
mkdir -p /home/enduser/.cache/ms-playwright/
|
||||
if [ -d "/home/openhands/.cache/ms-playwright/" ]; then
|
||||
mv /home/openhands/.cache/ms-playwright/ /home/enduser/.cache/
|
||||
fi
|
||||
|
||||
usermod -aG $DOCKER_SOCKET_GID enduser
|
||||
echo "Running as enduser"
|
||||
su enduser /bin/bash -c "${*@Q}" # This magically runs any arguments passed to the script as a command
|
||||
fi
|
||||
@@ -1,182 +0,0 @@
|
||||
#!/usr/bin/env bash
|
||||
set -eo pipefail
|
||||
|
||||
# Initialize variables with default values
|
||||
image_name=""
|
||||
org_name=""
|
||||
push=0
|
||||
load=0
|
||||
tag_suffix=""
|
||||
dry_run=0
|
||||
|
||||
# Function to display usage information
|
||||
usage() {
|
||||
echo "Usage: $0 -i <image_name> [-o <org_name>] [--push] [--load] [-t <tag_suffix>] [--dry]"
|
||||
echo " -i: Image name (required)"
|
||||
echo " -o: Organization name"
|
||||
echo " --push: Push the image"
|
||||
echo " --load: Load the image"
|
||||
echo " -t: Tag suffix"
|
||||
echo " --dry: Don't build, only create build-args.json"
|
||||
exit 1
|
||||
}
|
||||
|
||||
# Parse command-line options
|
||||
while [[ $# -gt 0 ]]; do
|
||||
case $1 in
|
||||
-i) image_name="$2"; shift 2 ;;
|
||||
-o) org_name="$2"; shift 2 ;;
|
||||
--push) push=1; shift ;;
|
||||
--load) load=1; shift ;;
|
||||
-t) tag_suffix="$2"; shift 2 ;;
|
||||
--dry) dry_run=1; shift ;;
|
||||
*) usage ;;
|
||||
esac
|
||||
done
|
||||
# Check if required arguments are provided
|
||||
if [[ -z "$image_name" ]]; then
|
||||
echo "Error: Image name is required."
|
||||
usage
|
||||
fi
|
||||
|
||||
echo "Building: $image_name"
|
||||
tags=()
|
||||
|
||||
OPENHANDS_BUILD_VERSION="dev"
|
||||
|
||||
cache_tag_base="buildcache"
|
||||
cache_tag="$cache_tag_base"
|
||||
|
||||
if [[ -n $RELEVANT_SHA ]]; then
|
||||
git_hash=$(git rev-parse --short "$RELEVANT_SHA")
|
||||
tags+=("$git_hash")
|
||||
tags+=("$RELEVANT_SHA")
|
||||
fi
|
||||
|
||||
if [[ -n $GITHUB_REF_NAME ]]; then
|
||||
# check if ref name is a version number
|
||||
if [[ $GITHUB_REF_NAME =~ ^[0-9]+\.[0-9]+\.[0-9]+$ ]]; then
|
||||
major_version=$(echo "$GITHUB_REF_NAME" | cut -d. -f1)
|
||||
minor_version=$(echo "$GITHUB_REF_NAME" | cut -d. -f1,2)
|
||||
tags+=("$major_version" "$minor_version")
|
||||
tags+=("latest")
|
||||
fi
|
||||
sanitized_ref_name=$(echo "$GITHUB_REF_NAME" | sed 's/[^a-zA-Z0-9.-]\+/-/g')
|
||||
OPENHANDS_BUILD_VERSION=$sanitized_ref_name
|
||||
sanitized_ref_name=$(echo "$sanitized_ref_name" | tr '[:upper:]' '[:lower:]') # lower case is required in tagging
|
||||
tags+=("$sanitized_ref_name")
|
||||
cache_tag+="-${sanitized_ref_name}"
|
||||
fi
|
||||
|
||||
if [[ -n $tag_suffix ]]; then
|
||||
cache_tag+="-${tag_suffix}"
|
||||
for i in "${!tags[@]}"; do
|
||||
tags[$i]="${tags[$i]}-$tag_suffix"
|
||||
done
|
||||
fi
|
||||
|
||||
echo "Tags: ${tags[@]}"
|
||||
|
||||
if [[ "$image_name" == "openhands" ]]; then
|
||||
dir="./containers/app"
|
||||
elif [[ "$image_name" == "runtime" ]]; then
|
||||
dir="./containers/runtime"
|
||||
else
|
||||
dir="./containers/$image_name"
|
||||
fi
|
||||
|
||||
if [[ (! -f "$dir/Dockerfile") && "$image_name" != "runtime" ]]; then
|
||||
# Allow runtime to be built without a Dockerfile
|
||||
echo "No Dockerfile found"
|
||||
exit 1
|
||||
fi
|
||||
if [[ ! -f "$dir/config.sh" ]]; then
|
||||
echo "No config.sh found for Dockerfile"
|
||||
exit 1
|
||||
fi
|
||||
|
||||
source "$dir/config.sh"
|
||||
|
||||
if [[ -n "$org_name" ]]; then
|
||||
DOCKER_ORG="$org_name"
|
||||
fi
|
||||
|
||||
# If $DOCKER_IMAGE_SOURCE_TAG is set, add it to the tags
|
||||
if [[ -n "$DOCKER_IMAGE_SOURCE_TAG" ]]; then
|
||||
tags+=("$DOCKER_IMAGE_SOURCE_TAG")
|
||||
fi
|
||||
# If $DOCKER_IMAGE_TAG is set, add it to the tags
|
||||
if [[ -n "$DOCKER_IMAGE_TAG" ]]; then
|
||||
tags+=("$DOCKER_IMAGE_TAG")
|
||||
fi
|
||||
|
||||
DOCKER_REPOSITORY="$DOCKER_REGISTRY/$DOCKER_ORG/$DOCKER_IMAGE"
|
||||
DOCKER_REPOSITORY=${DOCKER_REPOSITORY,,} # lowercase
|
||||
echo "Repo: $DOCKER_REPOSITORY"
|
||||
echo "Base dir: $DOCKER_BASE_DIR"
|
||||
|
||||
args=""
|
||||
full_tags=()
|
||||
for tag in "${tags[@]}"; do
|
||||
args+=" -t $DOCKER_REPOSITORY:$tag"
|
||||
full_tags+=("$DOCKER_REPOSITORY:$tag")
|
||||
done
|
||||
|
||||
|
||||
if [[ $push -eq 1 ]]; then
|
||||
args+=" --push"
|
||||
args+=" --cache-to=type=registry,ref=$DOCKER_REPOSITORY:$cache_tag,mode=max"
|
||||
fi
|
||||
|
||||
if [[ $load -eq 1 ]]; then
|
||||
args+=" --load"
|
||||
fi
|
||||
|
||||
echo "Args: $args"
|
||||
|
||||
# Modify the platform selection based on --load flag
|
||||
if [[ $load -eq 1 ]]; then
|
||||
# When loading, build only for the current platform
|
||||
platform=$(docker version -f '{{.Server.Os}}/{{.Server.Arch}}')
|
||||
else
|
||||
# For push or without load, build for multiple platforms
|
||||
platform="linux/amd64,linux/arm64"
|
||||
fi
|
||||
if [[ $dry_run -eq 1 ]]; then
|
||||
echo "Dry Run is enabled. Writing build config to docker-build-dry.json"
|
||||
jq -n \
|
||||
--argjson tags "$(printf '%s\n' "${full_tags[@]}" | jq -R . | jq -s .)" \
|
||||
--arg platform "$platform" \
|
||||
--arg openhands_build_version "$OPENHANDS_BUILD_VERSION" \
|
||||
--arg dockerfile "$dir/Dockerfile" \
|
||||
'{
|
||||
tags: $tags,
|
||||
platform: $platform,
|
||||
build_args: [
|
||||
"OPENHANDS_BUILD_VERSION=" + $openhands_build_version
|
||||
],
|
||||
dockerfile: $dockerfile
|
||||
}' > docker-build-dry.json
|
||||
|
||||
exit 0
|
||||
fi
|
||||
|
||||
|
||||
|
||||
echo "Building for platform(s): $platform"
|
||||
|
||||
docker buildx build \
|
||||
$args \
|
||||
--build-arg OPENHANDS_BUILD_VERSION="$OPENHANDS_BUILD_VERSION" \
|
||||
--cache-from=type=registry,ref=$DOCKER_REPOSITORY:$cache_tag \
|
||||
--cache-from=type=registry,ref=$DOCKER_REPOSITORY:$cache_tag_base-main \
|
||||
--platform $platform \
|
||||
--provenance=false \
|
||||
-f "$dir/Dockerfile" \
|
||||
"$DOCKER_BASE_DIR"
|
||||
|
||||
# If load was requested, print the loaded images
|
||||
if [[ $load -eq 1 ]]; then
|
||||
echo "Local images built:"
|
||||
docker images "$DOCKER_REPOSITORY" --format "{{.Repository}}:{{.Tag}}"
|
||||
fi
|
||||
@@ -1,124 +0,0 @@
|
||||
# syntax=docker/dockerfile:1
|
||||
|
||||
###
|
||||
FROM ubuntu:22.04 AS dind
|
||||
|
||||
# https://docs.docker.com/engine/install/ubuntu/
|
||||
RUN apt-get update && apt-get install -y \
|
||||
ca-certificates \
|
||||
curl \
|
||||
&& install -m 0755 -d /etc/apt/keyrings \
|
||||
&& curl -fsSL https://download.docker.com/linux/ubuntu/gpg -o /etc/apt/keyrings/docker.asc \
|
||||
&& chmod a+r /etc/apt/keyrings/docker.asc \
|
||||
&& echo \
|
||||
"deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] https://download.docker.com/linux/ubuntu \
|
||||
$(. /etc/os-release && echo "$VERSION_CODENAME") stable" | tee /etc/apt/sources.list.d/docker.list > /dev/null
|
||||
|
||||
RUN apt-get update && apt-get install -y \
|
||||
docker-ce \
|
||||
docker-ce-cli \
|
||||
containerd.io \
|
||||
docker-buildx-plugin \
|
||||
docker-compose-plugin \
|
||||
&& rm -rf /var/lib/apt/lists/* \
|
||||
&& apt-get clean \
|
||||
&& apt-get autoremove -y
|
||||
|
||||
###
|
||||
FROM dind AS openhands
|
||||
|
||||
ENV DEBIAN_FRONTEND=noninteractive
|
||||
|
||||
#
|
||||
RUN apt-get update && apt-get install -y \
|
||||
bash \
|
||||
build-essential \
|
||||
curl \
|
||||
git \
|
||||
git-lfs \
|
||||
software-properties-common \
|
||||
make \
|
||||
netcat \
|
||||
sudo \
|
||||
wget \
|
||||
&& rm -rf /var/lib/apt/lists/* \
|
||||
&& apt-get clean \
|
||||
&& apt-get autoremove -y
|
||||
|
||||
# https://github.com/cli/cli/blob/trunk/docs/install_linux.md
|
||||
RUN curl -fsSL https://cli.github.com/packages/githubcli-archive-keyring.gpg | dd of=/usr/share/keyrings/githubcli-archive-keyring.gpg \
|
||||
&& chmod go+r /usr/share/keyrings/githubcli-archive-keyring.gpg \
|
||||
&& echo "deb [arch=$(dpkg --print-architecture) signed-by=/usr/share/keyrings/githubcli-archive-keyring.gpg] https://cli.github.com/packages stable main" | tee /etc/apt/sources.list.d/github-cli.list > /dev/null \
|
||||
&& apt-get update && apt-get -y install \
|
||||
gh \
|
||||
&& rm -rf /var/lib/apt/lists/* \
|
||||
&& apt-get clean \
|
||||
&& apt-get autoremove -y
|
||||
|
||||
# Python 3.12
|
||||
RUN add-apt-repository ppa:deadsnakes/ppa \
|
||||
&& apt-get update \
|
||||
&& apt-get install -y python3.12 python3.12-venv python3.12-dev python3-pip \
|
||||
&& ln -s /usr/bin/python3.12 /usr/bin/python
|
||||
|
||||
# NodeJS >= 22.x
|
||||
RUN curl -fsSL https://deb.nodesource.com/setup_22.x | bash - \
|
||||
&& apt-get install -y nodejs
|
||||
|
||||
# Poetry >= 1.8
|
||||
RUN curl -fsSL https://install.python-poetry.org | python3.12 - \
|
||||
&& ln -s ~/.local/bin/poetry /usr/local/bin/poetry
|
||||
|
||||
#
|
||||
RUN <<EOF
|
||||
#!/bin/bash
|
||||
printf "#!/bin/bash
|
||||
set +x
|
||||
uname -a
|
||||
docker --version
|
||||
gh --version | head -n 1
|
||||
git --version
|
||||
#
|
||||
python --version
|
||||
echo node `node --version`
|
||||
echo npm `npm --version`
|
||||
poetry --version
|
||||
netcat -h 2>&1 | head -n 1
|
||||
" > /version.sh
|
||||
chmod a+x /version.sh
|
||||
EOF
|
||||
|
||||
###
|
||||
FROM openhands AS dev
|
||||
|
||||
RUN apt-get update && apt-get install -y \
|
||||
dnsutils \
|
||||
file \
|
||||
iproute2 \
|
||||
jq \
|
||||
lsof \
|
||||
ripgrep \
|
||||
silversearcher-ag \
|
||||
vim \
|
||||
&& rm -rf /var/lib/apt/lists/* \
|
||||
&& apt-get clean \
|
||||
&& apt-get autoremove -y
|
||||
|
||||
WORKDIR /app
|
||||
|
||||
# cache build dependencies
|
||||
RUN \
|
||||
--mount=type=bind,source=./,target=/app/,rw \
|
||||
<<EOF
|
||||
#!/bin/bash
|
||||
make -s clean
|
||||
make -s check-dependencies
|
||||
make -s install-python-dependencies
|
||||
|
||||
# NOTE
|
||||
# node_modules are .dockerignore-d therefore not mountable
|
||||
# make -s install-frontend-dependencies
|
||||
EOF
|
||||
|
||||
#
|
||||
CMD ["bash"]
|
||||
@@ -1,57 +0,0 @@
|
||||
# Develop in Docker
|
||||
|
||||
> [!WARNING]
|
||||
> This is not officially supported and may not work.
|
||||
|
||||
Install [Docker](https://docs.docker.com/engine/install/) on your host machine and run:
|
||||
|
||||
```bash
|
||||
make docker-dev
|
||||
# same as:
|
||||
cd ./containers/dev
|
||||
./dev.sh
|
||||
```
|
||||
|
||||
It could take some time if you are running for the first time as Docker will pull all the tools required for building OpenHands. The next time you run again, it should be instant.
|
||||
|
||||
## Build and run
|
||||
|
||||
If everything goes well, you should be inside a container after Docker finishes building the `openhands:dev` image similar to the following:
|
||||
|
||||
```bash
|
||||
Build and run in Docker ...
|
||||
root@93fc0005fcd2:/app#
|
||||
```
|
||||
|
||||
You may now proceed with the normal [build and run](../../Development.md) workflow as if you were on the host.
|
||||
|
||||
## Make changes
|
||||
|
||||
The source code on the host is mounted as `/app` inside docker. You may edit the files as usual either inside the Docker container or on your host with your favorite IDE/editors.
|
||||
|
||||
The following are also mapped as readonly from your host:
|
||||
|
||||
```yaml
|
||||
# host credentials
|
||||
- $HOME/.git-credentials:/root/.git-credentials:ro
|
||||
- $HOME/.gitconfig:/root/.gitconfig:ro
|
||||
- $HOME/.npmrc:/root/.npmrc:ro
|
||||
```
|
||||
|
||||
## VSCode
|
||||
|
||||
Alternatively, if you use VSCode, you could also [attach to the running container](https://code.visualstudio.com/docs/devcontainers/attach-container).
|
||||
|
||||
See details for [developing in docker](https://code.visualstudio.com/docs/devcontainers/containers) or simply ask `OpenHands` ;-)
|
||||
|
||||
## Rebuild dev image
|
||||
|
||||
You could optionally pass additional options to the build script.
|
||||
|
||||
```bash
|
||||
make docker-dev OPTIONS="--build"
|
||||
# or
|
||||
./containers/dev/dev.sh --build
|
||||
```
|
||||
|
||||
See [docker compose run](https://docs.docker.com/reference/cli/docker/compose/run/) for more options.
|
||||
@@ -1,38 +0,0 @@
|
||||
#
|
||||
services:
|
||||
dev:
|
||||
privileged: true
|
||||
build:
|
||||
context: ${OPENHANDS_WORKSPACE:-../../}
|
||||
dockerfile: ./containers/dev/Dockerfile
|
||||
image: openhands:dev
|
||||
container_name: openhands-dev
|
||||
environment:
|
||||
- BACKEND_HOST=${BACKEND_HOST:-"0.0.0.0"}
|
||||
- SANDBOX_API_HOSTNAME=host.docker.internal
|
||||
#
|
||||
- SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-ghcr.io/all-hands-ai/runtime:0.34-nikolaik}
|
||||
- SANDBOX_USER_ID=${SANDBOX_USER_ID:-1234}
|
||||
- WORKSPACE_MOUNT_PATH=${WORKSPACE_BASE:-$PWD/workspace}
|
||||
ports:
|
||||
- "3000:3000"
|
||||
extra_hosts:
|
||||
- "host.docker.internal:host-gateway"
|
||||
volumes:
|
||||
- /var/run/docker.sock:/var/run/docker.sock
|
||||
- ${WORKSPACE_BASE:-$PWD/workspace}:/opt/workspace_base
|
||||
# source code
|
||||
- ${OPENHANDS_WORKSPACE:-../../}:/app
|
||||
# host credentials
|
||||
- $HOME/.git-credentials:/root/.git-credentials:ro
|
||||
- $HOME/.gitconfig:/root/.gitconfig:ro
|
||||
- $HOME/.npmrc:/root/.npmrc:ro
|
||||
# cache
|
||||
- cache-data:/root/.cache
|
||||
pull_policy: never
|
||||
stdin_open: true
|
||||
tty: true
|
||||
|
||||
##
|
||||
volumes:
|
||||
cache-data:
|
||||
@@ -1,39 +0,0 @@
|
||||
#!/usr/bin/env bash
|
||||
set -o pipefail
|
||||
|
||||
function get_docker() {
|
||||
echo "Docker is required to build and run OpenHands."
|
||||
echo "https://docs.docker.com/get-started/get-docker/"
|
||||
exit 1
|
||||
}
|
||||
|
||||
function check_tools() {
|
||||
command -v docker &>/dev/null || get_docker
|
||||
}
|
||||
|
||||
function exit_if_indocker() {
|
||||
if [ -f /.dockerenv ]; then
|
||||
echo "Running inside a Docker container. Exiting..."
|
||||
exit 1
|
||||
fi
|
||||
}
|
||||
|
||||
#
|
||||
exit_if_indocker
|
||||
|
||||
check_tools
|
||||
|
||||
##
|
||||
OPENHANDS_WORKSPACE=$(git rev-parse --show-toplevel)
|
||||
|
||||
cd "$OPENHANDS_WORKSPACE/containers/dev/" || exit 1
|
||||
|
||||
##
|
||||
export BACKEND_HOST="0.0.0.0"
|
||||
#
|
||||
export SANDBOX_USER_ID=$(id -u)
|
||||
export WORKSPACE_BASE=${WORKSPACE_BASE:-$OPENHANDS_WORKSPACE/workspace}
|
||||
|
||||
docker compose run --rm --service-ports "$@" dev
|
||||
|
||||
##
|
||||
@@ -1,19 +0,0 @@
|
||||
FROM ubuntu:22.04
|
||||
|
||||
# install basic packages
|
||||
RUN apt-get update && apt-get install -y \
|
||||
curl \
|
||||
wget \
|
||||
git \
|
||||
vim \
|
||||
nano \
|
||||
unzip \
|
||||
zip \
|
||||
python3 \
|
||||
python3-pip \
|
||||
python3-venv \
|
||||
python3-dev \
|
||||
build-essential \
|
||||
openssh-server \
|
||||
sudo \
|
||||
&& rm -rf /var/lib/apt/lists/*
|
||||
@@ -1,15 +0,0 @@
|
||||
# How to build custom E2B sandbox for OpenHands
|
||||
|
||||
[E2B](https://e2b.dev) is an [open-source](https://github.com/e2b-dev/e2b) secure cloud environment (sandbox) made for running AI-generated code and agents. E2B offers [Python](https://pypi.org/project/e2b/) and [JS/TS](https://www.npmjs.com/package/e2b) SDK to spawn and control these sandboxes.
|
||||
|
||||
|
||||
1. Install the CLI with NPM.
|
||||
```sh
|
||||
npm install -g @e2b/cli@latest
|
||||
```
|
||||
Full CLI API is [here](https://e2b.dev/docs/cli/installation).
|
||||
|
||||
1. Build the sandbox
|
||||
```sh
|
||||
e2b template build --dockerfile ./Dockerfile --name "openhands"
|
||||
```
|
||||
@@ -1,14 +0,0 @@
|
||||
# This is a config for E2B sandbox template.
|
||||
# You can use 'template_id' (785n69crgahmz0lkdw9h) or 'template_name (openhands) from this config to spawn a sandbox:
|
||||
|
||||
# Python SDK
|
||||
# from e2b import Sandbox
|
||||
# sandbox = Sandbox(template='openhands')
|
||||
|
||||
# JS SDK
|
||||
# import { Sandbox } from 'e2b'
|
||||
# const sandbox = await Sandbox.create({ template: 'openhands' })
|
||||
|
||||
dockerfile = "Dockerfile"
|
||||
template_name = "openhands"
|
||||
template_id = "785n69crgahmz0lkdw9h"
|
||||
@@ -1,12 +0,0 @@
|
||||
# Dynamically constructed Dockerfile
|
||||
|
||||
This folder builds a runtime image (sandbox), which will use a dynamically generated `Dockerfile`
|
||||
that depends on the `base_image` **AND** a [Python source distribution](https://docs.python.org/3.10/distutils/sourcedist.html) that is based on the current commit of `openhands`.
|
||||
|
||||
The following command will generate a `Dockerfile` file for `nikolaik/python-nodejs:python3.12-nodejs22` (the default base image), an updated `config.sh` and the runtime source distribution files/folders into `containers/runtime`:
|
||||
|
||||
```bash
|
||||
poetry run python3 openhands/runtime/utils/runtime_build.py \
|
||||
--base_image nikolaik/python-nodejs:python3.12-nodejs22 \
|
||||
--build_folder containers/runtime
|
||||
```
|
||||
@@ -1,7 +0,0 @@
|
||||
DOCKER_REGISTRY=ghcr.io
|
||||
DOCKER_ORG=all-hands-ai
|
||||
DOCKER_BASE_DIR="./containers/runtime"
|
||||
DOCKER_IMAGE=runtime
|
||||
# These variables will be appended by the runtime_build.py script
|
||||
# DOCKER_IMAGE_TAG=
|
||||
# DOCKER_IMAGE_SOURCE_TAG=
|
||||
@@ -1,43 +0,0 @@
|
||||
repos:
|
||||
- repo: https://github.com/pre-commit/pre-commit-hooks
|
||||
rev: v4.5.0
|
||||
hooks:
|
||||
- id: trailing-whitespace
|
||||
exclude: docs/modules/python
|
||||
- id: end-of-file-fixer
|
||||
exclude: docs/modules/python
|
||||
- id: check-yaml
|
||||
- id: debug-statements
|
||||
|
||||
- repo: https://github.com/tox-dev/pyproject-fmt
|
||||
rev: 1.7.0
|
||||
hooks:
|
||||
- id: pyproject-fmt
|
||||
- repo: https://github.com/abravalheri/validate-pyproject
|
||||
rev: v0.16
|
||||
hooks:
|
||||
- id: validate-pyproject
|
||||
|
||||
- repo: https://github.com/astral-sh/ruff-pre-commit
|
||||
# Ruff version.
|
||||
rev: v0.4.1
|
||||
hooks:
|
||||
# Run the linter.
|
||||
- id: ruff
|
||||
entry: ruff check --config dev_config/python/ruff.toml
|
||||
types_or: [python, pyi, jupyter]
|
||||
args: [--fix]
|
||||
# Run the formatter.
|
||||
- id: ruff-format
|
||||
entry: ruff format --config dev_config/python/ruff.toml
|
||||
types_or: [python, pyi, jupyter]
|
||||
|
||||
- repo: https://github.com/pre-commit/mirrors-mypy
|
||||
rev: v1.9.0
|
||||
hooks:
|
||||
- id: mypy
|
||||
additional_dependencies:
|
||||
[types-requests, types-setuptools, types-pyyaml, types-toml]
|
||||
entry: mypy --config-file dev_config/python/mypy.ini openhands/
|
||||
always_run: true
|
||||
pass_filenames: false
|
||||
@@ -1,9 +0,0 @@
|
||||
[mypy]
|
||||
warn_unused_configs = True
|
||||
ignore_missing_imports = True
|
||||
check_untyped_defs = True
|
||||
explicit_package_bases = True
|
||||
warn_unreachable = True
|
||||
warn_redundant_casts = True
|
||||
no_implicit_optional = True
|
||||
strict_optional = True
|
||||
@@ -1,30 +0,0 @@
|
||||
[lint]
|
||||
select = [
|
||||
"E",
|
||||
"W",
|
||||
"F",
|
||||
"I",
|
||||
"Q",
|
||||
"B",
|
||||
"ASYNC",
|
||||
]
|
||||
|
||||
ignore = [
|
||||
"E501",
|
||||
"B003",
|
||||
"B007",
|
||||
"B009",
|
||||
"B010",
|
||||
"B904",
|
||||
"B018",
|
||||
]
|
||||
|
||||
[lint.flake8-quotes]
|
||||
docstring-quotes = "double"
|
||||
inline-quotes = "single"
|
||||
|
||||
[format]
|
||||
quote-style = "single"
|
||||
|
||||
[lint.flake8-bugbear]
|
||||
extend-immutable-calls = ["Depends", "fastapi.Depends", "fastapi.params.Depends"]
|
||||
@@ -1,23 +0,0 @@
|
||||
|
||||
services:
|
||||
openhands:
|
||||
build:
|
||||
context: ./
|
||||
dockerfile: ./containers/app/Dockerfile
|
||||
image: openhands:latest
|
||||
container_name: openhands-app-${DATE:-}
|
||||
environment:
|
||||
- SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-docker.all-hands.dev/all-hands-ai/runtime:0.34-nikolaik}
|
||||
#- SANDBOX_USER_ID=${SANDBOX_USER_ID:-1234} # enable this only if you want a specific non-root sandbox user but you will have to manually adjust permissions of openhands-state for this user
|
||||
- WORKSPACE_MOUNT_PATH=${WORKSPACE_BASE:-$PWD/workspace}
|
||||
ports:
|
||||
- "3000:3000"
|
||||
extra_hosts:
|
||||
- "host.docker.internal:host-gateway"
|
||||
volumes:
|
||||
- /var/run/docker.sock:/var/run/docker.sock
|
||||
- ~/.openhands-state:/.openhands-state
|
||||
- ${WORKSPACE_BASE:-$PWD/workspace}:/opt/workspace_base
|
||||
pull_policy: build
|
||||
stdin_open: true
|
||||
tty: true
|
||||
21
docs/.gitignore
vendored
21
docs/.gitignore
vendored
@@ -1,21 +0,0 @@
|
||||
# Dependencies
|
||||
/node_modules
|
||||
|
||||
# Production
|
||||
/build
|
||||
/static/swagger-ui
|
||||
|
||||
# Generated files
|
||||
.docusaurus
|
||||
.cache-loader
|
||||
|
||||
# Misc
|
||||
.DS_Store
|
||||
.env.local
|
||||
.env.development.local
|
||||
.env.test.local
|
||||
.env.production.local
|
||||
|
||||
npm-debug.log*
|
||||
yarn-debug.log*
|
||||
yarn-error.log*
|
||||
@@ -1,67 +0,0 @@
|
||||
# Documentation Style Guide
|
||||
|
||||
## General Writing Principles
|
||||
|
||||
- **Clarity & Conciseness**: Always prioritize clarity and brevity. Avoid unnecessary jargon or overly complex explanations.
|
||||
Keep sentences short and to the point.
|
||||
- **Gradual Complexity**: Start with the simplest, most basic setup, and then gradually introduce more advanced
|
||||
concepts and configurations.
|
||||
|
||||
## Formatting Guidelines
|
||||
|
||||
### Headers
|
||||
|
||||
Use **Title Case** for the first and second level headers.
|
||||
|
||||
Example:
|
||||
- **Basic Usage**
|
||||
- **Advanced Configuration Options**
|
||||
|
||||
### Lists
|
||||
|
||||
When listing items or options, use bullet points to enhance readability.
|
||||
|
||||
Example:
|
||||
- Option A
|
||||
- Option B
|
||||
- Option C
|
||||
|
||||
### Procedures
|
||||
|
||||
For instructions or processes that need to be followed in a specific order, use numbered steps.
|
||||
|
||||
Example:
|
||||
1. Step one: Do this.
|
||||
- First this sub step.
|
||||
- Then this sub step.
|
||||
2. Step two: Complete this action.
|
||||
3. Step three: Verify the result.
|
||||
|
||||
### Code Blocks
|
||||
|
||||
* Use code blocks for multi-line inputs, outputs, commands and code samples.
|
||||
|
||||
Example:
|
||||
```bash
|
||||
docker run -it \
|
||||
-e THIS=this \
|
||||
-e THAT=that
|
||||
...
|
||||
```
|
||||
|
||||
### Use of Note and Warning
|
||||
|
||||
When adding a note or warning, use the built-in note and warning syntax.
|
||||
|
||||
Example:
|
||||
:::note
|
||||
This section is for advanced users only.
|
||||
:::
|
||||
|
||||
### Referring to UI Elements
|
||||
|
||||
When referencing UI elements, use ``.
|
||||
|
||||
Example:
|
||||
1. Toggle the `Advanced` option
|
||||
2. Enter your model in the `Custom Model` textbox.
|
||||
@@ -1,60 +0,0 @@
|
||||
# OpenHands Documentation
|
||||
|
||||
This website is built using [Docusaurus](https://docusaurus.io/).
|
||||
|
||||
When published, the content will be published at https://docs.all-hands.dev/.
|
||||
|
||||
### Installation
|
||||
|
||||
```bash
|
||||
$ cd docs
|
||||
$ yarn
|
||||
```
|
||||
|
||||
### Local Development
|
||||
|
||||
```
|
||||
$ yarn start # for the default English version
|
||||
```
|
||||
|
||||
This command starts a local development server and opens up a browser window. Most changes are reflected live without having to restart the server.
|
||||
|
||||
Alternatively, you can pass a `--locale` argument to render a specific language in dev mode as in:
|
||||
|
||||
```
|
||||
$ yarn start --locale pt-BR # for the Brazilian Portuguese version
|
||||
$ yarn start --locale fr # for the French version
|
||||
$ yarn start --locale zh-Hans # for the Chinese Han (simplified variant) version
|
||||
```
|
||||
|
||||
### Build
|
||||
|
||||
```
|
||||
$ yarn build
|
||||
```
|
||||
|
||||
This command generates static content into the `build` directory and can be served using any static contents hosting service.
|
||||
|
||||
It compiles all languages.
|
||||
|
||||
### Deployment
|
||||
|
||||
Open a new pull request and - when it is merged - the [deploy-docs](.github/workflows/deploy-docs.yml) GH action will take care of everything else.
|
||||
|
||||
## Automatic Translations
|
||||
|
||||
Translations can be automatically updated when the original English content changes, this is done by the script [`translation_updater.py`](./translation_updater.py).
|
||||
|
||||
From the root of the repository, you can run the following:
|
||||
|
||||
```bash
|
||||
$ export ANTHROPIC_API_KEY=<your_api_key>
|
||||
$ poetry run python docs/translation_updater.py
|
||||
# ...
|
||||
# Change detected in docs/modules/usage/getting-started.mdx
|
||||
# translating... docs/modules/usage/getting-started.mdx pt-BR
|
||||
# translation done
|
||||
# ...
|
||||
```
|
||||
|
||||
This process uses `claude-3-7-sonnet-20250219` as base model and each language consumes at least ~30k input tokens and ~35k output tokens.
|
||||
@@ -1,3 +0,0 @@
|
||||
module.exports = {
|
||||
presets: [require.resolve('@docusaurus/core/lib/babel/preset')],
|
||||
};
|
||||
@@ -1,107 +0,0 @@
|
||||
import type * as Preset from '@docusaurus/preset-classic';
|
||||
import type { Config } from '@docusaurus/types';
|
||||
import { themes as prismThemes } from 'prism-react-renderer';
|
||||
|
||||
const config: Config = {
|
||||
title: 'OpenHands',
|
||||
tagline: 'Code Less, Make More',
|
||||
favicon: 'img/logo-square.png',
|
||||
|
||||
// Set the production url of your site here
|
||||
url: 'https://docs.all-hands.dev',
|
||||
baseUrl: '/',
|
||||
|
||||
// GitHub pages deployment config.
|
||||
organizationName: 'All-Hands-AI',
|
||||
projectName: 'OpenHands',
|
||||
trailingSlash: false,
|
||||
|
||||
onBrokenLinks: 'throw',
|
||||
onBrokenMarkdownLinks: 'warn',
|
||||
|
||||
// Even if you don't use internationalization, you can use this field to set
|
||||
// useful metadata like html lang. For example, if your site is Chinese, you
|
||||
// may want to replace "en" with "zh-Hans".
|
||||
i18n: {
|
||||
defaultLocale: 'en',
|
||||
locales: ['en', 'fr', 'zh-Hans', 'ja', 'pt-BR'],
|
||||
localeConfigs: {
|
||||
en: {
|
||||
htmlLang: 'en-GB',
|
||||
},
|
||||
},
|
||||
},
|
||||
|
||||
markdown: {
|
||||
mermaid: true,
|
||||
},
|
||||
themes: ['@docusaurus/theme-mermaid'],
|
||||
plugins: [],
|
||||
presets: [
|
||||
[
|
||||
'classic',
|
||||
{
|
||||
docs: {
|
||||
path: 'modules',
|
||||
routeBasePath: 'modules',
|
||||
sidebarPath: './sidebars.ts',
|
||||
exclude: [
|
||||
// '**/_*.{js,jsx,ts,tsx,md,mdx}',
|
||||
// '**/_*/**',
|
||||
'**/*.test.{js,jsx,ts,tsx}',
|
||||
'**/__tests__/**',
|
||||
],
|
||||
},
|
||||
blog: {
|
||||
showReadingTime: true,
|
||||
},
|
||||
theme: {
|
||||
customCss: './src/css/custom.css',
|
||||
},
|
||||
} satisfies Preset.Options,
|
||||
],
|
||||
],
|
||||
themeConfig: {
|
||||
image: 'img/docusaurus.png',
|
||||
navbar: {
|
||||
title: 'OpenHands',
|
||||
logo: {
|
||||
alt: 'OpenHands',
|
||||
src: 'img/logo.png',
|
||||
},
|
||||
items: [
|
||||
{
|
||||
type: 'docSidebar',
|
||||
sidebarId: 'docsSidebar',
|
||||
position: 'left',
|
||||
label: 'User Guides',
|
||||
},
|
||||
{
|
||||
href: 'https://docs.all-hands.dev/swagger-ui/', // FIXME: this should be a relative path, but docusarus steals the click
|
||||
label: 'API',
|
||||
position: 'left',
|
||||
},
|
||||
{
|
||||
type: 'localeDropdown',
|
||||
position: 'left',
|
||||
},
|
||||
{
|
||||
href: 'https://all-hands.dev',
|
||||
label: 'Company',
|
||||
position: 'right',
|
||||
},
|
||||
{
|
||||
href: 'https://github.com/All-Hands-AI/OpenHands',
|
||||
label: 'GitHub',
|
||||
position: 'right',
|
||||
},
|
||||
],
|
||||
},
|
||||
prism: {
|
||||
theme: prismThemes.oneLight,
|
||||
darkTheme: prismThemes.oneDark,
|
||||
},
|
||||
} satisfies Preset.ThemeConfig,
|
||||
};
|
||||
|
||||
export default config;
|
||||
@@ -1,102 +0,0 @@
|
||||
const fs = require('fs');
|
||||
const path = require('path');
|
||||
const swaggerUiDist = require('swagger-ui-dist');
|
||||
|
||||
/**
|
||||
* This script manually sets up Swagger UI for the Docusaurus documentation.
|
||||
*
|
||||
* Why we need this approach:
|
||||
* 1. Docusaurus doesn't have a built-in way to integrate Swagger UI
|
||||
* 2. We need to copy the necessary files from swagger-ui-dist to our static directory
|
||||
* 3. We need to create a custom index.html file that points to our OpenAPI spec
|
||||
* 4. This approach allows us to customize the Swagger UI to match our documentation style
|
||||
*/
|
||||
|
||||
// Get the absolute path to the swagger-ui-dist package
|
||||
const swaggerUiDistPath = swaggerUiDist.getAbsoluteFSPath();
|
||||
|
||||
// Create the target directory if it doesn't exist
|
||||
const targetDir = path.join(__dirname, 'static', 'swagger-ui');
|
||||
if (!fs.existsSync(targetDir)) {
|
||||
fs.mkdirSync(targetDir, { recursive: true });
|
||||
}
|
||||
|
||||
// Copy all files from swagger-ui-dist to our target directory
|
||||
const files = fs.readdirSync(swaggerUiDistPath);
|
||||
files.forEach(file => {
|
||||
const sourcePath = path.join(swaggerUiDistPath, file);
|
||||
const targetPath = path.join(targetDir, file);
|
||||
|
||||
// Skip directories and non-essential files
|
||||
if (fs.statSync(sourcePath).isDirectory() ||
|
||||
file === 'package.json' ||
|
||||
file === 'README.md' ||
|
||||
file.endsWith('.map')) {
|
||||
return;
|
||||
}
|
||||
|
||||
fs.copyFileSync(sourcePath, targetPath);
|
||||
});
|
||||
|
||||
// Create a custom index.html file that points to our OpenAPI spec
|
||||
const indexHtml = `
|
||||
<!DOCTYPE html>
|
||||
<html lang="en">
|
||||
<head>
|
||||
<meta charset="UTF-8">
|
||||
<title>OpenHands API Documentation</title>
|
||||
<link rel="stylesheet" type="text/css" href="./swagger-ui.css" />
|
||||
<link rel="icon" type="image/png" href="./favicon-32x32.png" sizes="32x32" />
|
||||
<link rel="icon" type="image/png" href="./favicon-16x16.png" sizes="16x16" />
|
||||
<style>
|
||||
html {
|
||||
box-sizing: border-box;
|
||||
overflow: -moz-scrollbars-vertical;
|
||||
overflow-y: scroll;
|
||||
}
|
||||
|
||||
*,
|
||||
*:before,
|
||||
*:after {
|
||||
box-sizing: inherit;
|
||||
}
|
||||
|
||||
body {
|
||||
margin: 0;
|
||||
background: #fafafa;
|
||||
}
|
||||
</style>
|
||||
</head>
|
||||
|
||||
<body>
|
||||
<div id="swagger-ui"></div>
|
||||
|
||||
<script src="./swagger-ui-bundle.js" charset="UTF-8"> </script>
|
||||
<script src="./swagger-ui-standalone-preset.js" charset="UTF-8"> </script>
|
||||
<script>
|
||||
window.onload = function() {
|
||||
// Begin Swagger UI call region
|
||||
const ui = SwaggerUIBundle({
|
||||
url: "/openapi.json",
|
||||
dom_id: '#swagger-ui',
|
||||
deepLinking: true,
|
||||
presets: [
|
||||
SwaggerUIBundle.presets.apis,
|
||||
SwaggerUIStandalonePreset
|
||||
],
|
||||
plugins: [
|
||||
SwaggerUIBundle.plugins.DownloadUrl
|
||||
],
|
||||
layout: "StandaloneLayout"
|
||||
});
|
||||
// End Swagger UI call region
|
||||
window.ui = ui;
|
||||
};
|
||||
</script>
|
||||
</body>
|
||||
</html>
|
||||
`;
|
||||
|
||||
fs.writeFileSync(path.join(targetDir, 'index.html'), indexHtml);
|
||||
|
||||
console.log('Swagger UI files generated successfully in static/swagger-ui/');
|
||||
@@ -1,427 +0,0 @@
|
||||
{
|
||||
"footer.title": {
|
||||
"message": "OpenHands"
|
||||
},
|
||||
"footer.docs": {
|
||||
"message": "Documents"
|
||||
},
|
||||
"footer.community": {
|
||||
"message": "Communauté"
|
||||
},
|
||||
"footer.copyright": {
|
||||
"message": "© {year} OpenHands"
|
||||
},
|
||||
"faq.title": {
|
||||
"message": "Questions Fréquemment Posées",
|
||||
"description": "FAQ Title"
|
||||
},
|
||||
"faq.description": {
|
||||
"message": "Questions Fréquemment Posées"
|
||||
},
|
||||
"faq.section.title.1": {
|
||||
"message": "Qu'est-ce qu'OpenHands ?",
|
||||
"description": "First Section Title"
|
||||
},
|
||||
"faq.section.highlight": {
|
||||
"message": "OpenHands",
|
||||
"description": "Highlight Text"
|
||||
},
|
||||
"faq.section.description.1": {
|
||||
"message": "est un ingénieur logiciel autonome qui peut résoudre des tâches d'ingénierie logicielle et de navigation web à tout moment. Il peut exécuter des requêtes en sciences des données, telles que \"Trouver le nombre de demandes de pull à l'repository OpenHands dans les derniers mois\", et des tâches d'ingénierie logicielle, comme \"Veuillez ajouter des tests à ce fichier et vérifier si tous les tests passent. Si ce n'est pas le cas, réparez le fichier.\"",
|
||||
"description": "Description for OpenHands"
|
||||
},
|
||||
"faq.section.description.2": {
|
||||
"message": "De plus, OpenHands est une plateforme et communauté pour les développeurs d'agents qui souhaitent tester et évaluer de nouveaux agents.",
|
||||
"description": "Further Description for OpenHands"
|
||||
},
|
||||
"faq.section.title.2": {
|
||||
"message": "Support",
|
||||
"description": "Support Section Title"
|
||||
},
|
||||
"faq.section.support.answer": {
|
||||
"message": "Si vous rencontrez un problème que d'autres utilisateurs peuvent également avoir, merci de le signaler sur {githubLink}. Si vous avez des difficultés à l'installation ou des questions générales, rejoignez-vous sur {discordLink} ou {slackLink}.",
|
||||
"description": "Support Answer"
|
||||
},
|
||||
"faq.section.title.3": {
|
||||
"message": "Comment résoudre un problème sur GitHub avec OpenHands ?",
|
||||
"description": "GitHub Issue Section Title"
|
||||
},
|
||||
"faq.section.github.steps.intro": {
|
||||
"message": "Pour résoudre un problème sur GitHub en utilisant OpenHands, envoyez une commande à OpenHands demandant qu'il suit des étapes comme les suivantes :",
|
||||
"description": "GitHub Steps Introduction"
|
||||
},
|
||||
"faq.section.github.step1": {
|
||||
"message": "Lisez l'issue https://github.com/All-Hands-AI/OpenHands/issues/1611",
|
||||
"description": "GitHub Step 1"
|
||||
},
|
||||
"faq.section.github.step2": {
|
||||
"message": "Cloner le dépôt et vérifier une nouvelle branche",
|
||||
"description": "GitHub Step 2"
|
||||
},
|
||||
"faq.section.github.step3": {
|
||||
"message": "Sur la base des instructions dans la description de l'issue, modifiez les fichiers pour résoudre le problème",
|
||||
"description": "GitHub Step 3"
|
||||
},
|
||||
"faq.section.github.step4": {
|
||||
"message": "Pousser le résultat à GitHub en utilisant la variable d'environnement GITHUB_TOKEN",
|
||||
"description": "GitHub Step 4"
|
||||
},
|
||||
"faq.section.github.step5": {
|
||||
"message": "Dites-moi le lien que je dois utiliser pour envoyer une demande de pull",
|
||||
"description": "GitHub Step 5"
|
||||
},
|
||||
"faq.section.github.steps.preRun": {
|
||||
"message": "Avant de lancer OpenHands, vous pouvez faire :",
|
||||
"description": "GitHub Steps Pre-Run"
|
||||
},
|
||||
"faq.section.github.steps.tokenInfo": {
|
||||
"message": "où XXX est un jeton GitHub que vous avez créé et qui a les autorisations pour pousser dans le dépôt OpenHands. Si vous n'avez pas d'autorisations de modification du dépôt OpenHands, vous devrez peut-être changer cela en :",
|
||||
"description": "GitHub Steps Token Info"
|
||||
},
|
||||
"faq.section.github.steps.usernameInfo": {
|
||||
"message": "où USERNAME est votre nom GitHub.",
|
||||
"description": "GitHub Steps Username Info"
|
||||
},
|
||||
"faq.section.title.4": {
|
||||
"message": "Comment OpenHands est-il différent de Devin ?",
|
||||
"description": "Devin Section Title"
|
||||
},
|
||||
"faq.section.openhands.linkText": {
|
||||
"message": "Devin",
|
||||
"description": "Devin Link Text"
|
||||
},
|
||||
"faq.section.openhands.description": {
|
||||
"message": "est un produit commercial par Cognition Inc., qui a servi d'inspiration initiale pour OpenHands. Les deux visent à bien faire le travail d'ingénierie logicielle, mais vous pouvez télécharger, utiliser et modifier OpenHands, tandis que Devin peut être utilisé uniquement via le site de Cognition. De plus, OpenHands a évolué au-delà de l'inspiration initiale, et est maintenant un écosystème communautaire pour le développement d'agents en général, et nous serions ravis de vous voir rejoindre et",
|
||||
"description": "Devin Description"
|
||||
},
|
||||
"faq.section.openhands.contribute": {
|
||||
"message": "contribuer",
|
||||
"description": "Contribute Link"
|
||||
},
|
||||
"faq.section.title.5": {
|
||||
"message": "Comment OpenHands est-il différent de ChatGPT ?",
|
||||
"description": "ChatGPT Section Title"
|
||||
},
|
||||
"faq.section.chatgpt.description": {
|
||||
"message": "ChatGPT vous pouvez accéder en ligne, il ne se connecte pas aux fichiers locaux et ses capacités d'exécution du code sont limitées. Alors qu'il peut écrire du code, mais c'est difficile à tester ou à exécuter.",
|
||||
"description": "ChatGPT Description"
|
||||
},
|
||||
"homepage.description": {
|
||||
"message": "Génération d'code AI pour l'ingénierie logicielle.",
|
||||
"description": "The homepage description"
|
||||
},
|
||||
"homepage.getStarted": {
|
||||
"message": "Commencer"
|
||||
},
|
||||
"welcome.message": {
|
||||
"message": "Bienvenue à OpenHands, un système d'IA autonome ingénieur logiciel capable d'exécuter des tâches d'ingénierie complexes et de collaborer activement avec les utilisateurs sur les projets de développement logiciel."
|
||||
},
|
||||
"theme.ErrorPageContent.title": {
|
||||
"message": "Cette page a planté.",
|
||||
"description": "The title of the fallback page when the page crashed"
|
||||
},
|
||||
"theme.BackToTopButton.buttonAriaLabel": {
|
||||
"message": "Retourner en haut de la page",
|
||||
"description": "The ARIA label for the back to top button"
|
||||
},
|
||||
"theme.blog.archive.title": {
|
||||
"message": "Archives",
|
||||
"description": "The page & hero title of the blog archive page"
|
||||
},
|
||||
"theme.blog.archive.description": {
|
||||
"message": "Archives",
|
||||
"description": "The page & hero description of the blog archive page"
|
||||
},
|
||||
"theme.blog.paginator.navAriaLabel": {
|
||||
"message": "Pagination des listes d'articles du blog",
|
||||
"description": "The ARIA label for the blog pagination"
|
||||
},
|
||||
"theme.blog.paginator.newerEntries": {
|
||||
"message": "Nouvelles entrées",
|
||||
"description": "The label used to navigate to the newer blog posts page (previous page)"
|
||||
},
|
||||
"theme.blog.paginator.olderEntries": {
|
||||
"message": "Anciennes entrées",
|
||||
"description": "The label used to navigate to the older blog posts page (next page)"
|
||||
},
|
||||
"theme.blog.post.paginator.navAriaLabel": {
|
||||
"message": "Pagination des articles du blog",
|
||||
"description": "The ARIA label for the blog posts pagination"
|
||||
},
|
||||
"theme.blog.post.paginator.newerPost": {
|
||||
"message": "Article plus récent",
|
||||
"description": "The blog post button label to navigate to the newer/previous post"
|
||||
},
|
||||
"theme.blog.post.paginator.olderPost": {
|
||||
"message": "Article plus ancien",
|
||||
"description": "The blog post button label to navigate to the older/next post"
|
||||
},
|
||||
"theme.blog.post.plurals": {
|
||||
"message": "Un article|{count} articles",
|
||||
"description": "Pluralized label for \"{count} posts\". Use as much plural forms (separated by \"|\") as your language support (see https://www.unicode.org/cldr/cldr-aux/charts/34/supplemental/language_plural_rules.html)"
|
||||
},
|
||||
"theme.blog.tagTitle": {
|
||||
"message": "{nPosts} tags avec « {tagName} »",
|
||||
"description": "The title of the page for a blog tag"
|
||||
},
|
||||
"theme.tags.tagsPageLink": {
|
||||
"message": "Voir tous les tags",
|
||||
"description": "The label of the link targeting the tag list page"
|
||||
},
|
||||
"theme.colorToggle.ariaLabel": {
|
||||
"message": "Basculer entre le mode sombre et clair (actuellement {mode})",
|
||||
"description": "The ARIA label for the navbar color mode toggle"
|
||||
},
|
||||
"theme.colorToggle.ariaLabel.mode.dark": {
|
||||
"message": "mode sombre",
|
||||
"description": "The name for the dark color mode"
|
||||
},
|
||||
"theme.colorToggle.ariaLabel.mode.light": {
|
||||
"message": "mode clair",
|
||||
"description": "The name for the light color mode"
|
||||
},
|
||||
"theme.docs.breadcrumbs.navAriaLabel": {
|
||||
"message": "Bouton de navigation des liens de la page",
|
||||
"description": "The ARIA label for the breadcrumbs"
|
||||
},
|
||||
"theme.docs.DocCard.categoryDescription.plurals": {
|
||||
"message": "1 élément|{count} éléments",
|
||||
"description": "The default description for a category card in the generated index about how many items this category includes"
|
||||
},
|
||||
"theme.docs.paginator.navAriaLabel": {
|
||||
"message": "Pages de documentation",
|
||||
"description": "The ARIA label for the docs pagination"
|
||||
},
|
||||
"theme.docs.paginator.previous": {
|
||||
"message": "Précédent",
|
||||
"description": "The label used to navigate to the previous doc"
|
||||
},
|
||||
"theme.docs.paginator.next": {
|
||||
"message": "Suivant",
|
||||
"description": "The label used to navigate to the next doc"
|
||||
},
|
||||
"theme.docs.tagDocListPageTitle.nDocsTagged": {
|
||||
"message": "Un document tagué|{count} documents tagués",
|
||||
"description": "Pluralized label for \"{count} docs tagged\". Use as much plural forms (separated by \"|\") as your language support (see https://www.unicode.org/cldr/cldr-aux/charts/34/supplemental/language_plural_rules.html)"
|
||||
},
|
||||
"theme.docs.tagDocListPageTitle": {
|
||||
"message": "{nDocsTagged} avec \"{tagName}\"",
|
||||
"description": "The title of the page for a docs tag"
|
||||
},
|
||||
"theme.docs.versionBadge.label": {
|
||||
"message": "Version: {versionLabel}"
|
||||
},
|
||||
"theme.docs.versions.unreleasedVersionLabel": {
|
||||
"message": "Ceci est la documentation de la prochaine version {versionLabel} de {siteTitle}.",
|
||||
"description": "The label used to tell the user that he's browsing an unreleased doc version"
|
||||
},
|
||||
"theme.docs.versions.unmaintainedVersionLabel": {
|
||||
"message": "Ceci est la documentation de {siteTitle} {versionLabel}, qui n'est plus activement maintenue.",
|
||||
"description": "The label used to tell the user that he's browsing an unmaintained doc version"
|
||||
},
|
||||
"theme.docs.versions.latestVersionSuggestionLabel": {
|
||||
"message": "Pour une documentation à jour, consultez la {latestVersionLink} ({versionLabel}).",
|
||||
"description": "The label used to tell the user to check the latest version"
|
||||
},
|
||||
"theme.docs.versions.latestVersionLinkLabel": {
|
||||
"message": "dernière version",
|
||||
"description": "The label used for the latest version suggestion link label"
|
||||
},
|
||||
"theme.common.editThisPage": {
|
||||
"message": "Éditer cette page",
|
||||
"description": "The link label to edit the current page"
|
||||
},
|
||||
"theme.common.headingLinkTitle": {
|
||||
"message": "Lien direct vers {heading}",
|
||||
"description": "Title for link to heading"
|
||||
},
|
||||
"theme.lastUpdated.atDate": {
|
||||
"message": " le {date}",
|
||||
"description": "The words used to describe on which date a page has been last updated"
|
||||
},
|
||||
"theme.lastUpdated.byUser": {
|
||||
"message": " par {user}",
|
||||
"description": "The words used to describe by who the page has been last updated"
|
||||
},
|
||||
"theme.lastUpdated.lastUpdatedAtBy": {
|
||||
"message": "Dernière mise à jour{atDate}{byUser}",
|
||||
"description": "The sentence used to display when a page has been last updated, and by who"
|
||||
},
|
||||
"theme.navbar.mobileVersionsDropdown.label": {
|
||||
"message": "Versions",
|
||||
"description": "The label for the navbar versions dropdown on mobile view"
|
||||
},
|
||||
"theme.NotFound.title": {
|
||||
"message": "Page introuvable",
|
||||
"description": "The title of the 404 page"
|
||||
},
|
||||
"theme.tags.tagsListLabel": {
|
||||
"message": "Tags :",
|
||||
"description": "The label alongside a tag list"
|
||||
},
|
||||
"theme.admonition.caution": {
|
||||
"message": "prudence",
|
||||
"description": "The default label used for the Caution admonition (:::caution)"
|
||||
},
|
||||
"theme.admonition.danger": {
|
||||
"message": "danger",
|
||||
"description": "The default label used for the Danger admonition (:::danger)"
|
||||
},
|
||||
"theme.admonition.info": {
|
||||
"message": "information",
|
||||
"description": "The default label used for the Info admonition (:::info)"
|
||||
},
|
||||
"theme.admonition.note": {
|
||||
"message": "remarque",
|
||||
"description": "The default label used for the Note admonition (:::note)"
|
||||
},
|
||||
"theme.admonition.tip": {
|
||||
"message": "astuce",
|
||||
"description": "The default label used for the Tip admonition (:::tip)"
|
||||
},
|
||||
"theme.admonition.warning": {
|
||||
"message": "prudence",
|
||||
"description": "The default label used for the Warning admonition (:::warning)"
|
||||
},
|
||||
"theme.AnnouncementBar.closeButtonAriaLabel": {
|
||||
"message": "Fermer",
|
||||
"description": "The ARIA label for close button of announcement bar"
|
||||
},
|
||||
"theme.blog.sidebar.navAriaLabel": {
|
||||
"message": "Navigation vers les articles récents du blog",
|
||||
"description": "The ARIA label for recent posts in the blog sidebar"
|
||||
},
|
||||
"theme.CodeBlock.copied": {
|
||||
"message": "Copié",
|
||||
"description": "The copied button label on code blocks"
|
||||
},
|
||||
"theme.CodeBlock.copyButtonAriaLabel": {
|
||||
"message": "Copier le code",
|
||||
"description": "The ARIA label for copy code blocks button"
|
||||
},
|
||||
"theme.CodeBlock.copy": {
|
||||
"message": "Copier",
|
||||
"description": "The copy button label on code blocks"
|
||||
},
|
||||
"theme.CodeBlock.wordWrapToggle": {
|
||||
"message": "Activer/désactiver le retour à la ligne",
|
||||
"description": "The title attribute for toggle word wrapping button of code block lines"
|
||||
},
|
||||
"theme.DocSidebarItem.expandCategoryAriaLabel": {
|
||||
"message": "Développer la catégorie '{label}' de la barre latérale",
|
||||
"description": "The ARIA label to expand the sidebar category"
|
||||
},
|
||||
"theme.DocSidebarItem.collapseCategoryAriaLabel": {
|
||||
"message": "Réduire la catégorie '{label}' de la barre latérale",
|
||||
"description": "The ARIA label to collapse the sidebar category"
|
||||
},
|
||||
"theme.NavBar.navAriaLabel": {
|
||||
"message": "Main",
|
||||
"description": "The ARIA label for the main navigation"
|
||||
},
|
||||
"theme.navbar.mobileLanguageDropdown.label": {
|
||||
"message": "Langues",
|
||||
"description": "The label for the mobile language switcher dropdown"
|
||||
},
|
||||
"theme.NotFound.p1": {
|
||||
"message": "Nous n'avons pas trouvé ce que vous recherchez.",
|
||||
"description": "The first paragraph of the 404 page"
|
||||
},
|
||||
"theme.NotFound.p2": {
|
||||
"message": "Veuillez contacter le propriétaire du site qui vous a lié à l'URL d'origine et leur faire savoir que leur lien est cassé.",
|
||||
"description": "The 2nd paragraph of the 404 page"
|
||||
},
|
||||
"theme.TOCCollapsible.toggleButtonLabel": {
|
||||
"message": "Sur cette page",
|
||||
"description": "The label used by the button on the collapsible TOC component"
|
||||
},
|
||||
"theme.blog.post.readMore": {
|
||||
"message": "Lire plus",
|
||||
"description": "The label used in blog post item excerpts to link to full blog posts"
|
||||
},
|
||||
"theme.blog.post.readMoreLabel": {
|
||||
"message": "En savoir plus sur {title}",
|
||||
"description": "The ARIA label for the link to full blog posts from excerpts"
|
||||
},
|
||||
"theme.blog.post.readingTime.plurals": {
|
||||
"message": "Une minute de lecture|{readingTime} minutes de lecture",
|
||||
"description": "Pluralized label for \"{readingTime} min read\". Use as much plural forms (separated by \"|\") as your language support (see https://www.unicode.org/cldr/cldr-aux/charts/34/supplemental/language_plural_rules.html)"
|
||||
},
|
||||
"theme.docs.breadcrumbs.home": {
|
||||
"message": "Page d'accueil",
|
||||
"description": "The ARIA label for the home page in the breadcrumbs"
|
||||
},
|
||||
"theme.docs.sidebar.collapseButtonTitle": {
|
||||
"message": "Réduire le menu latéral",
|
||||
"description": "The title attribute for collapse button of doc sidebar"
|
||||
},
|
||||
"theme.docs.sidebar.collapseButtonAriaLabel": {
|
||||
"message": "Réduire le menu latérale",
|
||||
"description": "The title attribute for collapse button of doc sidebar"
|
||||
},
|
||||
"theme.docs.sidebar.navAriaLabel": {
|
||||
"message": "Barre de navigation latérale des docs",
|
||||
"description": "The ARIA label for the sidebar navigation"
|
||||
},
|
||||
"theme.docs.sidebar.closeSidebarButtonAriaLabel": {
|
||||
"message": "Fermer la barre de navigation",
|
||||
"description": "The ARIA label for close button of mobile sidebar"
|
||||
},
|
||||
"theme.navbar.mobileSidebarSecondaryMenu.backButtonLabel": {
|
||||
"message": "← Retour au menu principal",
|
||||
"description": "The label of the back button to return to main menu, inside the mobile navbar sidebar secondary menu (notably used to display the docs sidebar)"
|
||||
},
|
||||
"theme.docs.sidebar.toggleSidebarButtonAriaLabel": {
|
||||
"message": "Ouvrir/fermer la barre de navigation",
|
||||
"description": "The ARIA label for hamburger menu button of mobile navigation"
|
||||
},
|
||||
"theme.docs.sidebar.expandButtonTitle": {
|
||||
"message": "Déplier le menu latéral",
|
||||
"description": "The ARIA label and title attribute for expand button of doc sidebar"
|
||||
},
|
||||
"theme.docs.sidebar.expandButtonAriaLabel": {
|
||||
"message": "Déployer le menu latérale",
|
||||
"description": "The ARIA label and title attribute for expand button of doc sidebar"
|
||||
},
|
||||
"theme.ErrorPageContent.tryAgain": {
|
||||
"message": "Réessayer",
|
||||
"description": "The label of the button to try again rendering when the React error boundary captures an error"
|
||||
},
|
||||
"theme.common.skipToMainContent": {
|
||||
"message": "Aller directement au contenu principal",
|
||||
"description": "The skip to content label used for accessibility, allowing to rapidly navigate to main content with keyboard tab/enter navigation"
|
||||
},
|
||||
"theme.tags.tagsPageTitle": {
|
||||
"message": "Tags",
|
||||
"description": "The title of the tag list page"
|
||||
},
|
||||
"theme.unlistedContent.title": {
|
||||
"message": "Page non répertoriée",
|
||||
"description": "The unlisted content banner title"
|
||||
},
|
||||
"theme.unlistedContent.message": {
|
||||
"message": "Cette page n'est pas répertoriée. Les moteurs de recherche ne l'indexeront pas, et seuls les utilisateurs ayant un lien direct peuvent y accéder.",
|
||||
"description": "The unlisted content banner message"
|
||||
},
|
||||
"Use AI to tackle the toil in your backlog. Our agents have all the same tools as a human developer: they can modify code, run commands, browse the web, call APIs, and yes-even copy code snippets from StackOverflow.": {
|
||||
"message": "Utilisez l'IA pour gérer les tâches répétitives de votre backlog. Nos agents disposent des mêmes outils qu'un développeur humain : ils peuvent modifier du code, exécuter des commandes, naviguer sur le web, appeler des API et même copier des extraits de code depuis StackOverflow."
|
||||
},
|
||||
"Get started with OpenHands.": {
|
||||
"message": "Commencer avec OpenHands"
|
||||
},
|
||||
"Most Popular Links": {
|
||||
"message": "Liens Populaires"
|
||||
},
|
||||
"Customizing OpenHands to a repository": {
|
||||
"message": "Personnaliser OpenHands pour un dépôt"
|
||||
},
|
||||
"Integrating OpenHands with Github": {
|
||||
"message": "Intégrer OpenHands avec Github"
|
||||
},
|
||||
"Recommended models to use": {
|
||||
"message": "Modèles recommandés"
|
||||
},
|
||||
"Connecting OpenHands to your filesystem": {
|
||||
"message": "Connecter OpenHands à votre système de fichiers"
|
||||
}
|
||||
}
|
||||
@@ -1,14 +0,0 @@
|
||||
{
|
||||
"title": {
|
||||
"message": "Blog",
|
||||
"description": "The title for the blog used in SEO"
|
||||
},
|
||||
"description": {
|
||||
"message": "Blog",
|
||||
"description": "The description for the blog used in SEO"
|
||||
},
|
||||
"sidebar.title": {
|
||||
"message": "Articles récents",
|
||||
"description": "The label for the left sidebar"
|
||||
}
|
||||
}
|
||||
@@ -1,210 +0,0 @@
|
||||
{
|
||||
"version.label": {
|
||||
"message": "Next",
|
||||
"description": "The label for version current"
|
||||
},
|
||||
"sidebar.docsSidebar.category.🤖 Backends LLM": {
|
||||
"message": "🤖 Backends LLM",
|
||||
"description": "The label for category 🤖 Backends LLM in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.category.🚧 Dépannage": {
|
||||
"message": "🚧 Dépannage",
|
||||
"description": "The label for category 🚧 Dépannage in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.apiSidebar.category.Backend": {
|
||||
"message": "Backend",
|
||||
"description": "The label for category Backend in sidebar apiSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.category.User Guides": {
|
||||
"message": "Guides d'Utilisateur",
|
||||
"description": "The label for category User Guides in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.category.Running OpenHands": {
|
||||
"message": "Exécution d'OpenHands",
|
||||
"description": "The label for category Running OpenHands in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.category.Prompting": {
|
||||
"message": "Prompting",
|
||||
"description": "The label for category Prompting in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.category.Architecture": {
|
||||
"message": "Architecture",
|
||||
"description": "The label for category Architecture in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Running OpenHands": {
|
||||
"message": "Exécution d'OpenHands",
|
||||
"description": "The label for document Running OpenHands in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Getting Started": {
|
||||
"message": "Commencer",
|
||||
"description": "The label for document Getting Started in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Key Features": {
|
||||
"message": "Fonctionnalités Clés",
|
||||
"description": "The label for document Key Features in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.category.Customization": {
|
||||
"message": "Personnalisation",
|
||||
"description": "The label for category Customization in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.category.Usage Methods": {
|
||||
"message": "Méthodes d'Utilisation",
|
||||
"description": "The label for category Usage Methods in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.category.Advanced Configuration": {
|
||||
"message": "Configuration Avancée",
|
||||
"description": "The label for category Advanced Configuration in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Troubleshooting": {
|
||||
"message": "Dépannage",
|
||||
"description": "The label for document Troubleshooting in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Feedback": {
|
||||
"message": "Retour d'Information",
|
||||
"description": "The label for document Feedback in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.category.For OpenHands Developers": {
|
||||
"message": "Pour les Développeurs OpenHands",
|
||||
"description": "The label for category For OpenHands Developers in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.About": {
|
||||
"message": "À Propos",
|
||||
"description": "The label for document About in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Best Practices": {
|
||||
"message": "Meilleures Pratiques",
|
||||
"description": "The label for document Best Practices in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.category.Microagents": {
|
||||
"message": "Micro-agents",
|
||||
"description": "The label for category Microagents in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Overview": {
|
||||
"message": "Aperçu",
|
||||
"description": "The label for document Overview in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Repository": {
|
||||
"message": "Dépôt",
|
||||
"description": "The label for document Repository in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Public": {
|
||||
"message": "Public",
|
||||
"description": "The label for document Public in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Repository Customization": {
|
||||
"message": "Personnalisation du Dépôt",
|
||||
"description": "The label for document Repository Customization in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.GUI Mode": {
|
||||
"message": "Mode GUI",
|
||||
"description": "The label for document GUI Mode in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.CLI Mode": {
|
||||
"message": "Mode CLI",
|
||||
"description": "The label for document CLI Mode in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Headless Mode": {
|
||||
"message": "Mode Sans Interface",
|
||||
"description": "The label for document Headless Mode in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Github Action": {
|
||||
"message": "Action GitHub",
|
||||
"description": "The label for document Github Action in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.category.Cloud": {
|
||||
"message": "Cloud",
|
||||
"description": "The label for category Cloud in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Openhands Cloud": {
|
||||
"message": "OpenHands Cloud",
|
||||
"description": "The label for document Openhands Cloud in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Cloud GitHub Resolver": {
|
||||
"message": "Résolveur GitHub Cloud",
|
||||
"description": "The label for document Cloud GitHub Resolver in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.category.LLM Configuration": {
|
||||
"message": "Configuration LLM",
|
||||
"description": "The label for category LLM Configuration in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.category.Providers": {
|
||||
"message": "Fournisseurs",
|
||||
"description": "The label for category Providers in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Azure": {
|
||||
"message": "Azure",
|
||||
"description": "The label for document Azure in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Google": {
|
||||
"message": "Google",
|
||||
"description": "The label for document Google in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Groq": {
|
||||
"message": "Groq",
|
||||
"description": "The label for document Groq in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.LiteLLM Proxy": {
|
||||
"message": "Proxy LiteLLM",
|
||||
"description": "The label for document LiteLLM Proxy in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.OpenAI": {
|
||||
"message": "OpenAI",
|
||||
"description": "The label for document OpenAI in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.OpenRouter": {
|
||||
"message": "OpenRouter",
|
||||
"description": "The label for document OpenRouter in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.category.Runtime Configuration": {
|
||||
"message": "Configuration d'Exécution",
|
||||
"description": "The label for category Runtime Configuration in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Docker Runtime": {
|
||||
"message": "Environnement Docker",
|
||||
"description": "The label for document Docker Runtime in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Remote Runtime": {
|
||||
"message": "Environnement Distant",
|
||||
"description": "The label for document Remote Runtime in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Modal Runtime": {
|
||||
"message": "Environnement Modal",
|
||||
"description": "The label for document Modal Runtime in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Daytona Runtime": {
|
||||
"message": "Environnement Daytona",
|
||||
"description": "The label for document Daytona Runtime in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Local Runtime": {
|
||||
"message": "Environnement Local",
|
||||
"description": "The label for document Local Runtime in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Configuration Options": {
|
||||
"message": "Options de Configuration",
|
||||
"description": "The label for document Configuration Options in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Custom Sandbox": {
|
||||
"message": "Bac à Sable Personnalisé",
|
||||
"description": "The label for document Custom Sandbox in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Development Overview": {
|
||||
"message": "Aperçu du Développement",
|
||||
"description": "The label for document Development Overview in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Backend": {
|
||||
"message": "Backend",
|
||||
"description": "The label for document Backend in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Runtime": {
|
||||
"message": "Environnement d'Exécution",
|
||||
"description": "The label for document Runtime in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Debugging": {
|
||||
"message": "Débogage",
|
||||
"description": "The label for document Debugging in sidebar docsSidebar"
|
||||
},
|
||||
"sidebar.docsSidebar.doc.Evaluation": {
|
||||
"message": "Évaluation",
|
||||
"description": "The label for document Evaluation in sidebar docsSidebar"
|
||||
}
|
||||
}
|
||||
@@ -1,5 +0,0 @@
|
||||
|
||||
|
||||
# Documentation Python
|
||||
|
||||
La documentation apparaîtra ici après le déploiement.
|
||||
@@ -1,5 +0,0 @@
|
||||
{
|
||||
"items": ["python/python"],
|
||||
"label": "Backend",
|
||||
"type": "categorie"
|
||||
}
|
||||
@@ -1,28 +0,0 @@
|
||||
|
||||
|
||||
# À propos d'OpenHands
|
||||
|
||||
## Stratégie de recherche
|
||||
|
||||
La réplication complète d'applications de niveau production avec des LLM est une entreprise complexe. Notre stratégie implique :
|
||||
|
||||
1. **Recherche technique fondamentale :** Se concentrer sur la recherche fondamentale pour comprendre et améliorer les aspects techniques de la génération et de la gestion du code
|
||||
2. **Capacités spécialisées :** Améliorer l'efficacité des composants de base grâce à la curation des données, aux méthodes d'entraînement, et plus encore
|
||||
3. **Planification des tâches :** Développer des capacités pour la détection des bugs, la gestion des bases de code et l'optimisation
|
||||
4. **Évaluation :** Établir des métriques d'évaluation complètes pour mieux comprendre et améliorer nos modèles
|
||||
|
||||
## Agent par défaut
|
||||
|
||||
Notre Agent par défaut est actuellement le [CodeActAgent](agents), qui est capable de générer du code et de gérer des fichiers.
|
||||
|
||||
## Construit avec
|
||||
|
||||
OpenHands est construit en utilisant une combinaison de frameworks et de bibliothèques puissants, fournissant une base solide pour son développement. Voici les principales technologies utilisées dans le projet :
|
||||
|
||||
       
|
||||
|
||||
Veuillez noter que la sélection de ces technologies est en cours et que des technologies supplémentaires peuvent être ajoutées ou des technologies existantes peuvent être supprimées à mesure que le projet évolue. Nous nous efforçons d'adopter les outils les plus appropriés et les plus efficaces pour améliorer les capacités d'OpenHands.
|
||||
|
||||
## Licence
|
||||
|
||||
Distribué sous la [Licence](https://github.com/All-Hands-AI/OpenHands/blob/main/LICENSE) MIT.
|
||||
@@ -1,25 +0,0 @@
|
||||
|
||||
|
||||
# 🧠 Agent Principal et Capacités
|
||||
|
||||
## CodeActAgent
|
||||
|
||||
### Description
|
||||
|
||||
Cet agent implémente l'idée de CodeAct ([article](https://arxiv.org/abs/2402.01030), [tweet](https://twitter.com/xingyaow_/status/1754556835703751087)) qui consolide les **act**ions des agents LLM dans un espace d'action de **code** unifié à la fois pour la _simplicité_ et la _performance_.
|
||||
|
||||
L'idée conceptuelle est illustrée ci-dessous. À chaque tour, l'agent peut :
|
||||
|
||||
1. **Converser** : Communiquer avec les humains en langage naturel pour demander des clarifications, des confirmations, etc.
|
||||
2. **CodeAct** : Choisir d'effectuer la tâche en exécutant du code
|
||||
|
||||
- Exécuter n'importe quelle commande Linux `bash` valide
|
||||
- Exécuter n'importe quel code `Python` valide avec [un interpréteur Python interactif](https://ipython.org/). Ceci est simulé via une commande `bash`, voir le système de plugin ci-dessous pour plus de détails.
|
||||
|
||||

|
||||
|
||||
### Démo
|
||||
|
||||
https://github.com/All-Hands-AI/OpenHands/assets/38853559/f592a192-e86c-4f48-ad31-d69282d5f6ac
|
||||
|
||||
_Exemple de CodeActAgent avec `gpt-4-turbo-2024-04-09` effectuant une tâche de science des données (régression linéaire)_.
|
||||
@@ -1,50 +0,0 @@
|
||||
---
|
||||
sidebar_position: 4
|
||||
---
|
||||
|
||||
# 🏛️ Aperçu de l'Architecture Système
|
||||
|
||||
Voici un aperçu de haut niveau de l'architecture du système. Le système est divisé en deux composants principaux : le frontend et le backend. Le frontend est responsable de la gestion des interactions avec l'utilisateur et de l'affichage des résultats. Le backend est responsable de la gestion de la logique métier et de l'exécution des agents.
|
||||
|
||||

|
||||
|
||||
Cet aperçu est simplifié pour montrer les principaux composants et leurs interactions. Pour une vue plus détaillée de l'architecture du backend, consultez la section [Architecture du Backend](#backend-architecture-fr).
|
||||
|
||||
# Architecture du Backend {#backend-architecture-fr}
|
||||
|
||||
_**Avertissement**: L'architecture du backend est en cours de développement et est sujette à modifications. Le schéma suivant montre l'architecture actuelle du backend basée sur le commit indiqué dans le pied de page du schéma._
|
||||
|
||||

|
||||
|
||||
<details>
|
||||
<summary>Mise à jour de ce Schéma</summary>
|
||||
<div>
|
||||
La génération du schéma d'architecture du backend est partiellement automatisée.
|
||||
Le schéma est généré à partir des annotations de type dans le code en utilisant l'outil py2puml.
|
||||
Le schéma est ensuite revu manuellement, ajusté et exporté en PNG et SVG.
|
||||
|
||||
## Prérequis
|
||||
|
||||
- Un environnement Python dans lequel openhands est exécutable
|
||||
(selon les instructions du fichier README.md à la racine du dépôt)
|
||||
- [py2puml](https://github.com/lucsorel/py2puml) installé
|
||||
|
||||
## Étapes
|
||||
|
||||
1. Générez automatiquement le schéma en exécutant la commande suivante depuis la racine du dépôt :
|
||||
`py2puml openhands openhands > docs/architecture/backend_architecture.puml`
|
||||
|
||||
2. Ouvrez le fichier généré dans un éditeur PlantUML, par exemple Visual Studio Code avec l'extension PlantUML ou [PlantText](https://www.planttext.com/)
|
||||
|
||||
3. Révisez le PUML généré et apportez toutes les modifications nécessaires au schéma (ajoutez les parties manquantes, corrigez les erreurs, améliorez l'agencement).
|
||||
_py2puml crée le schéma à partir des annotations de type dans le code, donc les annotations de type manquantes ou incorrectes peuvent entraîner un schéma incomplet ou incorrect._
|
||||
|
||||
4. Examinez la différence entre le nouveau schéma et le précédent et vérifiez manuellement si les modifications sont correctes.
|
||||
_Assurez-vous de ne pas supprimer les parties ajoutées manuellement au schéma par le passé et qui sont toujours pertinentes._
|
||||
|
||||
5. Ajoutez le hash du commit qui a été utilisé pour générer le schéma dans le pied de page du schéma.
|
||||
|
||||
6. Exporte le schéma sous forme de fichiers PNG et SVG et remplacez les schémas existants dans le répertoire `docs/architecture`. Cela peut être fait avec (par exemple [PlantText](https://www.planttext.com/))
|
||||
|
||||
</div>
|
||||
</details>
|
||||
@@ -1,54 +0,0 @@
|
||||
|
||||
|
||||
# 🏛️ Architecture du Système
|
||||
|
||||
<div style={{ textAlign: 'center' }}>
|
||||
<img src="https://github.com/All-Hands-AI/OpenHands/assets/16201837/97d747e3-29d8-4ccb-8d34-6ad1adb17f38" alt="OpenHands System Architecture Diagram Jul 4 2024" />
|
||||
<p><em>Diagramme de l'Architecture du Système OpenHands (4 juillet 2024)</em></p>
|
||||
</div>
|
||||
|
||||
Ceci est une vue d'ensemble de haut niveau de l'architecture du système. Le système est divisé en deux composants principaux : le frontend et le backend. Le frontend est responsable de la gestion des interactions utilisateur et de l'affichage des résultats. Le backend est responsable de la gestion de la logique métier et de l'exécution des agents.
|
||||
|
||||
# Architecture du Frontend {#frontend-architecture-fr}
|
||||
|
||||

|
||||
|
||||
Cette vue d'ensemble est simplifiée pour montrer les principaux composants et leurs interactions. Pour une vue plus détaillée de l'architecture du backend, voir la section Architecture du Backend ci-dessous.
|
||||
|
||||
# Architecture du Backend {#backend-architecture-fr}
|
||||
|
||||
_**Avertissement** : L'architecture du backend est en cours de développement et est sujette à changement. Le diagramme suivant montre l'architecture actuelle du backend basée sur le commit indiqué dans le pied de page du diagramme._
|
||||
|
||||

|
||||
|
||||
<details>
|
||||
<summary>Mise à jour de ce Diagramme</summary>
|
||||
<div>
|
||||
La génération du diagramme d'architecture du backend est partiellement automatisée.
|
||||
Le diagramme est généré à partir des indications de type dans le code en utilisant l'outil py2puml. Le diagramme est ensuite manuellement revu, ajusté et exporté en PNG et SVG.
|
||||
|
||||
## Prérequis
|
||||
|
||||
- Environnement python fonctionnel dans lequel openhands est exécutable
|
||||
(selon les instructions du fichier README.md à la racine du dépôt)
|
||||
- [py2puml](https://github.com/lucsorel/py2puml) installé
|
||||
|
||||
## Étapes
|
||||
|
||||
1. Générer automatiquement le diagramme en exécutant la commande suivante depuis la racine du dépôt :
|
||||
`py2puml openhands openhands > docs/architecture/backend_architecture.puml`
|
||||
|
||||
2. Ouvrir le fichier généré dans un éditeur PlantUML, par ex. Visual Studio Code avec l'extension PlantUML ou [PlantText](https://www.planttext.com/)
|
||||
|
||||
3. Revoir le PUML généré et effectuer tous les ajustements nécessaires au diagramme (ajouter les parties manquantes, corriger les erreurs, améliorer le positionnement).
|
||||
_py2puml crée le diagramme en se basant sur les indications de type dans le code, donc des indications manquantes ou incorrectes peuvent entraîner un diagramme incomplet ou incorrect._
|
||||
|
||||
4. Revoir la différence entre le nouveau diagramme et le précédent et vérifier manuellement si les changements sont corrects.
|
||||
_S'assurer de ne pas supprimer des parties qui ont été ajoutées manuellement au diagramme par le passé et qui sont toujours pertinentes._
|
||||
|
||||
5. Ajouter le hash du commit qui a été utilisé pour générer le diagramme dans le pied de page du diagramme.
|
||||
|
||||
6. Exporter le diagramme sous forme de fichiers PNG et SVG et remplacer les diagrammes existants dans le répertoire `docs/architecture`. Cela peut être fait avec (par ex. [PlantText](https://www.planttext.com/))
|
||||
|
||||
</div>
|
||||
</details>
|
||||
@@ -1,138 +0,0 @@
|
||||
|
||||
|
||||
# 📦 Runtime Docker
|
||||
|
||||
Le Runtime Docker d'OpenHands est le composant principal qui permet l'exécution sécurisée et flexible des actions des agents d'IA.
|
||||
Il crée un environnement en bac à sable (sandbox) en utilisant Docker, où du code arbitraire peut être exécuté en toute sécurité sans risquer le système hôte.
|
||||
|
||||
## Pourquoi avons-nous besoin d'un runtime en bac à sable ?
|
||||
|
||||
OpenHands doit exécuter du code arbitraire dans un environnement sécurisé et isolé pour plusieurs raisons :
|
||||
|
||||
1. Sécurité : L'exécution de code non fiable peut poser des risques importants pour le système hôte. Un environnement en bac à sable empêche le code malveillant d'accéder ou de modifier les ressources du système hôte
|
||||
2. Cohérence : Un environnement en bac à sable garantit que l'exécution du code est cohérente sur différentes machines et configurations, éliminant les problèmes du type "ça fonctionne sur ma machine"
|
||||
3. Contrôle des ressources : Le bac à sable permet un meilleur contrôle de l'allocation et de l'utilisation des ressources, empêchant les processus incontrôlés d'affecter le système hôte
|
||||
4. Isolation : Différents projets ou utilisateurs peuvent travailler dans des environnements isolés sans interférer les uns avec les autres ou avec le système hôte
|
||||
5. Reproductibilité : Les environnements en bac à sable facilitent la reproduction des bugs et des problèmes, car l'environnement d'exécution est cohérent et contrôlable
|
||||
|
||||
## Comment fonctionne le Runtime ?
|
||||
|
||||
Le système Runtime d'OpenHands utilise une architecture client-serveur implémentée avec des conteneurs Docker. Voici un aperçu de son fonctionnement :
|
||||
|
||||
```mermaid
|
||||
graph TD
|
||||
A[Image Docker personnalisée fournie par l'utilisateur] --> B[Backend OpenHands]
|
||||
B -->|Construit| C[Image OH Runtime]
|
||||
C -->|Lance| D[Exécuteur d'actions]
|
||||
D -->|Initialise| E[Navigateur]
|
||||
D -->|Initialise| F[Shell Bash]
|
||||
D -->|Initialise| G[Plugins]
|
||||
G -->|Initialise| L[Serveur Jupyter]
|
||||
|
||||
B -->|Génère| H[Agent]
|
||||
B -->|Génère| I[EventStream]
|
||||
I <--->|Exécute l'action pour
|
||||
obtenir l'observation
|
||||
via l'API REST
|
||||
| D
|
||||
|
||||
H -->|Génère l'action| I
|
||||
I -->|Obtient l'observation| H
|
||||
|
||||
subgraph "Conteneur Docker"
|
||||
D
|
||||
E
|
||||
F
|
||||
G
|
||||
L
|
||||
end
|
||||
```
|
||||
|
||||
1. Entrée utilisateur : L'utilisateur fournit une image Docker de base personnalisée
|
||||
2. Construction de l'image : OpenHands construit une nouvelle image Docker (l'"image OH runtime") basée sur l'image fournie par l'utilisateur. Cette nouvelle image inclut le code spécifique à OpenHands, principalement le "client runtime"
|
||||
3. Lancement du conteneur : Lorsqu'OpenHands démarre, il lance un conteneur Docker en utilisant l'image OH runtime
|
||||
4. Initialisation du serveur d'exécution des actions : Le serveur d'exécution des actions initialise un `ActionExecutor` à l'intérieur du conteneur, mettant en place les composants nécessaires comme un shell bash et chargeant les plugins spécifiés
|
||||
5. Communication : Le backend OpenHands (`openhands/runtime/impl/eventstream/eventstream_runtime.py`) communique avec le serveur d'exécution des actions via une API RESTful, envoyant des actions et recevant des observations
|
||||
6. Exécution des actions : Le client runtime reçoit les actions du backend, les exécute dans l'environnement en bac à sable et renvoie les observations
|
||||
7. Retour des observations : Le serveur d'exécution des actions renvoie les résultats d'exécution au backend OpenHands sous forme d'observations
|
||||
|
||||
|
||||
Le rôle du client :
|
||||
- Il agit comme un intermédiaire entre le backend OpenHands et l'environnement en bac à sable
|
||||
- Il exécute différents types d'actions (commandes shell, opérations sur les fichiers, code Python, etc.) en toute sécurité dans le conteneur
|
||||
- Il gère l'état de l'environnement en bac à sable, y compris le répertoire de travail courant et les plugins chargés
|
||||
- Il formate et renvoie les observations au backend, assurant une interface cohérente pour le traitement des résultats
|
||||
|
||||
|
||||
## Comment OpenHands construit et maintient les images OH Runtime
|
||||
|
||||
L'approche d'OpenHands pour la construction et la gestion des images runtime assure l'efficacité, la cohérence et la flexibilité dans la création et la maintenance des images Docker pour les environnements de production et de développement.
|
||||
|
||||
Consultez le [code pertinent](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/runtime/utils/runtime_build.py) si vous souhaitez plus de détails.
|
||||
|
||||
### Système de balises d'images
|
||||
|
||||
OpenHands utilise un système à trois balises pour ses images runtime afin d'équilibrer la reproductibilité et la flexibilité.
|
||||
Les balises peuvent être dans l'un des 2 formats suivants :
|
||||
|
||||
- **Balise versionnée** : `oh_v{openhands_version}_{base_image}` (ex : `oh_v0.9.9_nikolaik_s_python-nodejs_t_python3.12-nodejs22`)
|
||||
- **Balise de verrouillage** : `oh_v{openhands_version}_{16_digit_lock_hash}` (ex : `oh_v0.9.9_1234567890abcdef`)
|
||||
- **Balise source** : `oh_v{openhands_version}_{16_digit_lock_hash}_{16_digit_source_hash}`
|
||||
(ex : `oh_v0.9.9_1234567890abcdef_1234567890abcdef`)
|
||||
|
||||
|
||||
#### Balise source - La plus spécifique
|
||||
|
||||
Il s'agit des 16 premiers chiffres du MD5 du hash du répertoire pour le répertoire source. Cela donne un hash
|
||||
uniquement pour la source d'openhands
|
||||
|
||||
|
||||
#### Balise de verrouillage
|
||||
|
||||
Ce hash est construit à partir des 16 premiers chiffres du MD5 de :
|
||||
- Le nom de l'image de base sur laquelle l'image a été construite (ex : `nikolaik/python-nodejs:python3.12-nodejs22`)
|
||||
- Le contenu du `pyproject.toml` inclus dans l'image.
|
||||
- Le contenu du `poetry.lock` inclus dans l'image.
|
||||
|
||||
Cela donne effectivement un hash pour les dépendances d'Openhands indépendamment du code source.
|
||||
|
||||
#### Balise versionnée - La plus générique
|
||||
|
||||
Cette balise est une concaténation de la version d'openhands et du nom de l'image de base (transformé pour s'adapter au standard des balises).
|
||||
|
||||
#### Processus de construction
|
||||
|
||||
Lors de la génération d'une image...
|
||||
|
||||
- **Pas de reconstruction** : OpenHands vérifie d'abord si une image avec la même **balise source la plus spécifique** existe. S'il existe une telle image,
|
||||
aucune construction n'est effectuée - l'image existante est utilisée.
|
||||
- **Reconstruction la plus rapide** : OpenHands vérifie ensuite si une image avec la **balise de verrouillage générique** existe. S'il existe une telle image,
|
||||
OpenHands construit une nouvelle image basée sur celle-ci, en contournant toutes les étapes d'installation (comme `poetry install` et
|
||||
`apt-get`) sauf une opération finale pour copier le code source actuel. La nouvelle image est balisée avec une
|
||||
balise **source** uniquement.
|
||||
- **Reconstruction correcte** : Si ni une balise **source** ni une balise **de verrouillage** n'existe, une image sera construite sur la base de l'image avec la balise **versionnée**.
|
||||
Dans l'image avec la balise versionnée, la plupart des dépendances devraient déjà être installées, ce qui permet de gagner du temps.
|
||||
- **Reconstruction la plus lente** : Si les trois balises n'existent pas, une toute nouvelle image est construite à partir de
|
||||
l'image de base (ce qui est une opération plus lente). Cette nouvelle image est balisée avec toutes les balises **source**, **de verrouillage** et **versionnée**.
|
||||
|
||||
Cette approche de balisage permet à OpenHands de gérer efficacement les environnements de développement et de production.
|
||||
|
||||
1. Un code source et un Dockerfile identiques produisent toujours la même image (via des balises basées sur des hashs)
|
||||
2. Le système peut reconstruire rapidement les images lorsque des changements mineurs se produisent (en s'appuyant sur des images compatibles récentes)
|
||||
3. La balise **de verrouillage** (ex : `runtime:oh_v0.9.3_1234567890abcdef`) pointe toujours vers la dernière version pour une combinaison particulière d'image de base, de dépendances et de version d'OpenHands
|
||||
|
||||
## Système de plugins du Runtime
|
||||
|
||||
Le Runtime d'OpenHands prend en charge un système de plugins qui permet d'étendre les fonctionnalités et de personnaliser l'environnement d'exécution. Les plugins sont initialisés lorsque le client runtime démarre.
|
||||
|
||||
Consultez [un exemple de plugin Jupyter ici](https://github.com/All-Hands-AI/OpenHands/blob/ecf4aed28b0cf7c18d4d8ff554883ba182fc6bdd/openhands/runtime/plugins/jupyter/__init__.py#L21-L55) si vous souhaitez implémenter votre propre plugin.
|
||||
|
||||
*Plus de détails sur le système de plugins sont encore en construction - les contributions sont les bienvenues !*
|
||||
|
||||
Aspects clés du système de plugins :
|
||||
|
||||
1. Définition des plugins : Les plugins sont définis comme des classes Python qui héritent d'une classe de base `Plugin`
|
||||
2. Enregistrement des plugins : Les plugins disponibles sont enregistrés dans un dictionnaire `ALL_PLUGINS`
|
||||
3. Spécification des plugins : Les plugins sont associés à `Agent.sandbox_plugins: list[PluginRequirement]`. Les utilisateurs peuvent spécifier quels plugins charger lors de l'initialisation du runtime
|
||||
4. Initialisation : Les plugins sont initialisés de manière asynchrone lorsque le client runtime démarre
|
||||
5. Utilisation : Le client runtime peut utiliser les plugins initialisés pour étendre ses capacités (par exemple, le JupyterPlugin pour exécuter des cellules IPython)
|
||||
@@ -1,387 +0,0 @@
|
||||
# Options de configuration
|
||||
|
||||
Ce guide détaille toutes les options de configuration disponibles pour OpenHands, vous aidant à personnaliser son comportement et à l'intégrer avec d'autres services.
|
||||
|
||||
:::note
|
||||
Si vous exécutez en [Mode GUI](https://docs.all-hands.dev/modules/usage/how-to/gui-mode), les paramètres disponibles dans l'interface utilisateur des paramètres auront toujours
|
||||
la priorité.
|
||||
:::
|
||||
|
||||
---
|
||||
|
||||
# Table des matières
|
||||
|
||||
1. [Configuration de base](#core-configuration)
|
||||
- [Clés API](#api-keys)
|
||||
- [Espace de travail](#workspace)
|
||||
- [Débogage et journalisation](#debugging-and-logging)
|
||||
- [Trajectoires](#trajectories)
|
||||
- [Stockage de fichiers](#file-store)
|
||||
- [Gestion des tâches](#task-management)
|
||||
- [Configuration du bac à sable](#sandbox-configuration)
|
||||
- [Divers](#miscellaneous)
|
||||
2. [Configuration LLM](#llm-configuration)
|
||||
- [Informations d'identification AWS](#aws-credentials)
|
||||
- [Configuration de l'API](#api-configuration)
|
||||
- [Fournisseur LLM personnalisé](#custom-llm-provider)
|
||||
- [Embeddings](#embeddings)
|
||||
- [Gestion des messages](#message-handling)
|
||||
- [Sélection du modèle](#model-selection)
|
||||
- [Nouvelles tentatives](#retrying)
|
||||
- [Options avancées](#advanced-options)
|
||||
3. [Configuration de l'agent](#agent-configuration)
|
||||
- [Configuration de la mémoire](#memory-configuration)
|
||||
- [Configuration LLM](#llm-configuration-1)
|
||||
- [Configuration de l'espace d'action](#actionspace-configuration)
|
||||
- [Utilisation du micro-agent](#microagent-usage)
|
||||
4. [Configuration du bac à sable](#sandbox-configuration-1)
|
||||
- [Exécution](#execution)
|
||||
- [Image de conteneur](#container-image)
|
||||
- [Mise en réseau](#networking)
|
||||
- [Linting et plugins](#linting-and-plugins)
|
||||
- [Dépendances et environnement](#dependencies-and-environment)
|
||||
- [Évaluation](#evaluation)
|
||||
5. [Configuration de sécurité](#security-configuration)
|
||||
- [Mode de confirmation](#confirmation-mode)
|
||||
- [Analyseur de sécurité](#security-analyzer)
|
||||
|
||||
---
|
||||
|
||||
## Configuration de base
|
||||
|
||||
Les options de configuration de base sont définies dans la section `[core]` du fichier `config.toml`.
|
||||
|
||||
**Clés API**
|
||||
- `e2b_api_key`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `""`
|
||||
- Description : Clé API pour E2B
|
||||
|
||||
- `modal_api_token_id`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `""`
|
||||
- Description : ID du jeton API pour Modal
|
||||
|
||||
- `modal_api_token_secret`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `""`
|
||||
- Description : Secret du jeton API pour Modal
|
||||
|
||||
**Espace de travail**
|
||||
- `workspace_base`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `"./workspace"`
|
||||
- Description : Chemin de base pour l'espace de travail
|
||||
|
||||
- `cache_dir`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `"/tmp/cache"`
|
||||
- Description : Chemin du répertoire de cache
|
||||
|
||||
**Débogage et journalisation**
|
||||
- `debug`
|
||||
- Type : `bool`
|
||||
- Valeur par défaut : `false`
|
||||
- Description : Activer le débogage
|
||||
|
||||
- `disable_color`
|
||||
- Type : `bool`
|
||||
- Valeur par défaut : `false`
|
||||
- Description : Désactiver la couleur dans la sortie du terminal
|
||||
|
||||
**Trajectoires**
|
||||
- `save_trajectory_path`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `"./trajectories"`
|
||||
- Description : Chemin pour stocker les trajectoires (peut être un dossier ou un fichier). Si c'est un dossier, les trajectoires seront enregistrées dans un fichier nommé avec l'ID de session et l'extension .json, dans ce dossier.
|
||||
|
||||
**Stockage de fichiers**
|
||||
- `file_store_path`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `"/tmp/file_store"`
|
||||
- Description : Chemin de stockage des fichiers
|
||||
|
||||
- `file_store`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `"memory"`
|
||||
- Description : Type de stockage de fichiers
|
||||
|
||||
- `file_uploads_allowed_extensions`
|
||||
- Type : `list of str`
|
||||
- Valeur par défaut : `[".*"]`
|
||||
- Description : Liste des extensions de fichiers autorisées pour les téléchargements
|
||||
|
||||
- `file_uploads_max_file_size_mb`
|
||||
- Type : `int`
|
||||
- Valeur par défaut : `0`
|
||||
- Description : Taille maximale des fichiers pour les téléchargements, en mégaoctets
|
||||
|
||||
- `file_uploads_restrict_file_types`
|
||||
- Type : `bool`
|
||||
- Valeur par défaut : `false`
|
||||
- Description : Restreindre les types de fichiers pour les téléchargements de fichiers
|
||||
|
||||
- `file_uploads_allowed_extensions`
|
||||
- Type : `list of str`
|
||||
- Valeur par défaut : `[".*"]`
|
||||
- Description : Liste des extensions de fichiers autorisées pour les téléchargements
|
||||
|
||||
**Gestion des tâches**
|
||||
- `max_budget_per_task`
|
||||
- Type : `float`
|
||||
- Valeur par défaut : `0.0`
|
||||
- Description : Budget maximal par tâche (0.0 signifie aucune limite)
|
||||
|
||||
- `max_iterations`
|
||||
- Type : `int`
|
||||
- Valeur par défaut : `100`
|
||||
- Description : Nombre maximal d'itérations
|
||||
|
||||
**Configuration du bac à sable**
|
||||
- `workspace_mount_path_in_sandbox`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `"/workspace"`
|
||||
- Description : Chemin de montage de l'espace de travail dans le bac à sable
|
||||
|
||||
- `workspace_mount_path`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `""`
|
||||
- Description : Chemin de montage de l'espace de travail
|
||||
|
||||
- `workspace_mount_rewrite`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `""`
|
||||
- Description : Chemin pour réécrire le chemin de montage de l'espace de travail. Vous pouvez généralement ignorer cela, cela fait référence à des cas spéciaux d'exécution à l'intérieur d'un autre conteneur.
|
||||
|
||||
**Divers**
|
||||
- `run_as_openhands`
|
||||
- Type : `bool`
|
||||
- Valeur par défaut : `true`
|
||||
- Description : Exécuter en tant qu'OpenHands
|
||||
|
||||
- `runtime`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `"docker"`
|
||||
- Description : Environnement d'exécution
|
||||
|
||||
- `default_agent`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `"CodeActAgent"`
|
||||
- Description : Nom de l'agent par défaut
|
||||
|
||||
- `jwt_secret`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `uuid.uuid4().hex`
|
||||
- Description : Secret JWT pour l'authentification. Veuillez le définir sur votre propre valeur.
|
||||
|
||||
## Configuration LLM
|
||||
|
||||
Les options de configuration LLM (Large Language Model) sont définies dans la section `[llm]` du fichier `config.toml`.
|
||||
|
||||
Pour les utiliser avec la commande docker, passez `-e LLM_<option>`. Exemple : `-e LLM_NUM_RETRIES`.
|
||||
|
||||
:::note
|
||||
Pour les configurations de développement, vous pouvez également définir des configurations LLM personnalisées. Voir [Configurations LLM personnalisées](./llms/custom-llm-configs) pour plus de détails.
|
||||
:::
|
||||
|
||||
**Informations d'identification AWS**
|
||||
- `aws_access_key_id`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `""`
|
||||
- Description : ID de clé d'accès AWS
|
||||
|
||||
- `aws_region_name`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `""`
|
||||
- Description : Nom de la région AWS
|
||||
|
||||
- `aws_secret_access_key`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `""`
|
||||
- Description : Clé d'accès secrète AWS
|
||||
|
||||
**Configuration de l'API**
|
||||
- `api_key`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `None`
|
||||
- Description : Clé API à utiliser
|
||||
|
||||
- `base_url`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `""`
|
||||
- Description : URL de base de l'API
|
||||
|
||||
- `api_version`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `""`
|
||||
- Description : Version de l'API
|
||||
|
||||
- `input_cost_per_token`
|
||||
- Type : `float`
|
||||
- Valeur par défaut : `0.0`
|
||||
- Description : Coût par jeton d'entrée
|
||||
|
||||
- `output_cost_per_token`
|
||||
- Type : `float`
|
||||
- Valeur par défaut : `0.0`
|
||||
- Description : Coût par jeton de sortie
|
||||
|
||||
**Fournisseur LLM personnalisé**
|
||||
- `custom_llm_provider`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `""`
|
||||
- Description : Fournisseur LLM personnalisé
|
||||
|
||||
**Embeddings**
|
||||
- `embedding_base_url`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `""`
|
||||
- Description : URL de base de l'API d'embedding
|
||||
|
||||
- `embedding_deployment_name`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `""`
|
||||
- Description : Nom du déploiement d'embedding
|
||||
|
||||
- `embedding_model`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `"local"`
|
||||
- Description : Modèle d'embedding à utiliser
|
||||
|
||||
**Gestion des messages**
|
||||
- `max_message_chars`
|
||||
- Type : `int`
|
||||
- Valeur par défaut : `30000`
|
||||
- Description : Le nombre maximum approximatif de caractères dans le contenu d'un événement inclus dans l'invite au LLM. Les observations plus grandes sont tronquées.
|
||||
|
||||
- `max_input_tokens`
|
||||
- Type : `int`
|
||||
- Valeur par défaut : `0`
|
||||
- Description : Nombre maximal de jetons d'entrée
|
||||
|
||||
- `max_output_tokens`
|
||||
- Type : `int`
|
||||
- Valeur par défaut : `0`
|
||||
- Description : Nombre maximal de jetons de sortie
|
||||
|
||||
**Sélection du modèle**
|
||||
- `model`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `"claude-3-5-sonnet-20241022"`
|
||||
- Description : Modèle à utiliser
|
||||
|
||||
**Nouvelles tentatives**
|
||||
- `num_retries`
|
||||
- Type : `int`
|
||||
- Valeur par défaut : `8`
|
||||
- Description : Nombre de nouvelles tentatives à effectuer
|
||||
|
||||
- `retry_max_wait`
|
||||
- Type : `int`
|
||||
- Valeur par défaut : `120`
|
||||
- Description : Temps d'attente maximal (en secondes) entre les tentatives de nouvelle tentative
|
||||
|
||||
- `retry_min_wait`
|
||||
- Type : `int`
|
||||
- Valeur par défaut : `15`
|
||||
- Description : Temps d'attente minimal (en secondes) entre les tentatives de nouvelle tentative
|
||||
|
||||
- `retry_multiplier`
|
||||
- Type : `float`
|
||||
- Valeur par défaut : `2.0`
|
||||
- Description : Multiplicateur pour le calcul du backoff exponentiel
|
||||
|
||||
**Options avancées**
|
||||
- `drop_params`
|
||||
- Type : `bool`
|
||||
- Valeur par défaut : `false`
|
||||
- Description : Supprimer tous les paramètres non mappés (non pris en charge) sans provoquer d'exception
|
||||
|
||||
- `caching_prompt`
|
||||
- Type : `bool`
|
||||
- Valeur par défaut : `true`
|
||||
- Description : Utiliser la fonctionnalité de mise en cache des invites si elle est fournie par le LLM et prise en charge
|
||||
|
||||
- `ollama_base_url`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `""`
|
||||
- Description : URL de base pour l'API OLLAMA
|
||||
|
||||
- `temperature`
|
||||
- Type : `float`
|
||||
- Valeur par défaut : `0.0`
|
||||
- Description : Température pour l'API
|
||||
|
||||
- `timeout`
|
||||
- Type : `int`
|
||||
- Valeur par défaut : `0`
|
||||
- Description : Délai d'expiration pour l'API
|
||||
|
||||
- `top_p`
|
||||
- Type : `float`
|
||||
- Valeur par défaut : `1.0`
|
||||
- Description : Top p pour l'API
|
||||
|
||||
- `disable_vision`
|
||||
- Type : `bool`
|
||||
- Valeur par défaut : `None`
|
||||
- Description : Si le modèle est capable de vision, cette option permet de désactiver le traitement des images (utile pour réduire les coûts)
|
||||
|
||||
## Configuration de l'agent
|
||||
|
||||
Les options de configuration de l'agent sont définies dans les sections `[agent]` et `[agent.<agent_name>]` du fichier `config.toml`.
|
||||
|
||||
**Configuration de la mémoire**
|
||||
- `memory_enabled`
|
||||
- Type : `bool`
|
||||
- Valeur par défaut : `false`
|
||||
- Description : Si la mémoire à long terme (embeddings) est activée
|
||||
|
||||
- `memory_max_threads`
|
||||
- Type : `int`
|
||||
- Valeur par défaut : `3`
|
||||
- Description : Le nombre maximum de threads indexant en même temps pour les embeddings
|
||||
|
||||
**Configuration LLM**
|
||||
- `llm_config`
|
||||
- Type : `str`
|
||||
- Valeur par défaut : `'your-llm-config-group'`
|
||||
- Description : Le nom de la configuration LLM à utiliser
|
||||
|
||||
**Configuration de l'espace d'action**
|
||||
- `function_calling`
|
||||
- Type : `bool`
|
||||
- Valeur par défaut : `true`
|
||||
- Description : Si l'appel de fonction est activé
|
||||
|
||||
- `enable_browsing`
|
||||
- Type : `bool`
|
||||
- Valeur par défaut : `false`
|
||||
- Description : Si le délégué de navigation est activé dans l'espace d'action (fonctionne uniquement avec l'appel de fonction)
|
||||
|
||||
- `enable_llm_editor`
|
||||
- Type : `bool`
|
||||
- Valeur par défaut : `false`
|
||||
- Description : Si l'éditeur LLM est activé dans l'espace d'action (fonctionne uniquement avec l'appel de fonction)
|
||||
|
||||
**Utilisation du micro-agent**
|
||||
- `enable_prompt_extensions`
|
||||
- Type : `bool`
|
||||
- Valeur par défaut : `true`
|
||||
- Description : Indique si l'utilisation des micro-agents est activée ou non
|
||||
|
||||
- `disabled_microagents`
|
||||
- Type : `list of str`
|
||||
- Valeur par défaut : `None`
|
||||
- Description : Liste des micro-agents à désactiver
|
||||
|
||||
### Exécution
|
||||
- `timeout`
|
||||
- Type : `int`
|
||||
- Valeur par défaut : `120`
|
||||
- Description : Délai d'expiration du bac à sable, en secondes
|
||||
|
||||
- `user_id`
|
||||
- Type : `int`
|
||||
- Valeur par défaut : `1000`
|
||||
- Description : ID de l'utilisateur du bac à sable
|
||||
@@ -1,81 +0,0 @@
|
||||
# 💿 Comment Créer un Soutien Docker sur Mesure
|
||||
|
||||
Le sandbox par défaut OpenHands est équipé d'une configuration ubuntu minimaliste. Votre cas d'utilisation pourrait nécessiter des logiciels installés par défaut. Cet article vous enseignera comment réaliser cela en utilisant une image docker personnalisée.
|
||||
|
||||
## Configuration
|
||||
|
||||
Assurez-vous de pouvoir utiliser OpenHands en suivant la documentation [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
|
||||
|
||||
## Créer Votre Image Docker
|
||||
|
||||
Ensuite, vous devez créer votre image docker personnalisée qui doit être basée sur debian/ubuntu. Par exemple, si nous souhaitons que OpenHands ait accès au "node" binaire, nous utiliserions ce Dockerfile:
|
||||
|
||||
```bash
|
||||
# Commencez avec l'image ubuntu la plus récente
|
||||
FROM ubuntu:latest
|
||||
|
||||
# Effectuez les mises à jour nécessaires
|
||||
RUN apt-get update && apt-get install
|
||||
|
||||
# Installez nodejs
|
||||
RUN apt-get install -y nodejs
|
||||
```
|
||||
|
||||
Ensuite, construisez votre image docker avec le nom de votre choix. Par exemple "image_personnalisée". Pour cela, créez un répertoire et placez le fichier à l'intérieur avec le nom "Dockerfile", puis dans le répertoire exécutez cette commande:
|
||||
|
||||
```bash
|
||||
docker build -t image_personnalisée .
|
||||
```
|
||||
|
||||
Cela produira une nouvelle image appelée ```image_personnalisée``` qui sera disponible dans Docker Engine.
|
||||
|
||||
> Remarque: Dans la configuration décrite ici, OpenHands va fonctionner en tant que utilisateur "openhands" à l'intérieur du sandbox et donc tous les packages installés via le Dockerfile seront disponibles pour tous les utilisateurs sur le système, pas seulement root.
|
||||
>
|
||||
> L'installation avec apt-get ci-dessus installe nodejs pour tous les utilisateurs.
|
||||
|
||||
## Spécifiez votre image personnalisée dans le fichier config.toml
|
||||
|
||||
La configuration OpenHands se fait via le fichier de niveau supérieur ```config.toml``` .
|
||||
Créez un fichier ```config.toml``` dans le répertoire OpenHands et entrez ces contenus:
|
||||
|
||||
```toml
|
||||
[core]
|
||||
workspace_base="./workspace"
|
||||
run_as_openhands=true
|
||||
[sandbox]
|
||||
base_container_image="image_personnalisée"
|
||||
```
|
||||
|
||||
> Assurez-vous que ```base_container_image``` est défini sur le nom de votre image personnalisée précédente.
|
||||
|
||||
## Exécution
|
||||
|
||||
Exécutez OpenHands en exécutant ```make run``` dans le répertoire racine.
|
||||
|
||||
Naviguez vers ```localhost:3001``` et vérifiez si vos dépendances souhaitées sont disponibles.
|
||||
|
||||
Dans le cas de l'exemple ci-dessus, la commande ```node -v``` dans la console produit ```v18.19.1```
|
||||
|
||||
Félicitations !
|
||||
|
||||
## Explication technique
|
||||
|
||||
Veuillez consulter le [chapitre sur les images Docker personnalisées dans la documentation d'exécution](https://docs.all-hands.dev/fr/modules/usage/architecture/runtime) pour obtenir des explications plus détaillées.
|
||||
|
||||
## Dépannage / Erreurs
|
||||
|
||||
### Erreur: ```useradd: UID 1000 est non unique```
|
||||
Si vous voyez cette erreur dans la sortie de la console, il s'agit du fait que OpenHands essaie de créer le utilisateur openhands dans le sandbox avec un ID d'utilisateur de 1000, cependant cet ID d'utilisateur est déjà utilisé dans l'image (pour une raison inconnue). Pour résoudre ce problème, changez la valeur du champ user_id dans le fichier config.toml en une valeur différente:
|
||||
|
||||
```toml
|
||||
[core]
|
||||
workspace_base="./workspace"
|
||||
run_as_openhands=true
|
||||
[sandbox]
|
||||
base_container_image="image_personnalisée"
|
||||
user_id="1001"
|
||||
```
|
||||
|
||||
### Erreurs de port d'utilisation
|
||||
|
||||
Si vous voyez un message d'erreur indiquant que le port est utilisé ou indisponible, essayez de supprimer toutes les containers docker en cours d'exécution (exécutez `docker ps` et `docker rm` des containers concernés) puis ré-exécutez ```make run```
|
||||
@@ -1,41 +0,0 @@
|
||||
|
||||
|
||||
# ✅ Fournir des commentaires
|
||||
|
||||
Lorsque vous utilisez OpenHands, vous rencontrerez des cas où les choses fonctionnent bien, et d'autres où elles ne fonctionnent pas. Nous vous encourageons à fournir des commentaires lorsque vous utilisez OpenHands pour aider à donner des retours à l'équipe de développement, et peut-être plus important encore, créer un corpus ouvert d'exemples d'entraînement d'agents de codage -- Share-OpenHands !
|
||||
|
||||
## 📝 Comment fournir des commentaires
|
||||
|
||||
Fournir des commentaires est facile ! Lorsque vous utilisez OpenHands, vous pouvez appuyer sur le bouton pouce vers le haut ou pouce vers le bas à tout moment pendant votre interaction. Vous serez invité à fournir votre adresse e-mail (par exemple, afin que nous puissions vous contacter si nous voulons poser des questions de suivi), et vous pouvez choisir si vous souhaitez fournir des commentaires publiquement ou en privé.
|
||||
|
||||
<iframe width="560" height="315" src="https://www.youtube.com/embed/5rFx-StMVV0?si=svo7xzp6LhGK_GXr" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
|
||||
|
||||
## 📜 Utilisation des données et confidentialité
|
||||
|
||||
### Paramètres de partage des données
|
||||
|
||||
Lorsque vous soumettez des données, vous pouvez les soumettre publiquement ou en privé.
|
||||
|
||||
* Les données **publiques** seront distribuées sous la licence MIT, comme OpenHands lui-même, et pourront être utilisées par la communauté pour entraîner et tester des modèles. Évidemment, les commentaires que vous pouvez rendre publics seront plus précieux pour la communauté dans son ensemble, donc lorsque vous ne traitez pas d'informations sensibles, nous vous encourageons à choisir cette option !
|
||||
* Les données **privées** ne seront partagées qu'avec l'équipe OpenHands dans le but d'améliorer OpenHands.
|
||||
|
||||
### Qui collecte et stocke les données ?
|
||||
|
||||
Les données sont collectées et stockées par [All Hands AI](https://all-hands.dev), une entreprise fondée par les mainteneurs d'OpenHands pour soutenir et améliorer OpenHands.
|
||||
|
||||
### Comment les données publiques seront-elles publiées ?
|
||||
|
||||
Les données publiques seront publiées lorsque nous atteindrons des jalons fixes, tels que 1 000 exemples publics, 10 000 exemples publics, etc.
|
||||
À ce moment-là, nous suivrons le processus de publication suivant :
|
||||
|
||||
1. Toutes les personnes qui ont contribué à des commentaires publics recevront un e-mail décrivant la publication des données et auront la possibilité de se retirer.
|
||||
2. La ou les personnes en charge de la publication des données effectueront un contrôle de la qualité des données, en supprimant les commentaires de mauvaise qualité, en supprimant les adresses e-mail des soumissionnaires et en essayant de supprimer toute information sensible.
|
||||
3. Les données seront publiées publiquement sous la licence MIT via des sites couramment utilisés tels que GitHub ou Hugging Face.
|
||||
|
||||
### Que faire si je veux que mes données soient supprimées ?
|
||||
|
||||
Pour les données sur les serveurs d'All Hands AI, nous sommes heureux de les supprimer sur demande :
|
||||
|
||||
**Une pièce de données :** Si vous souhaitez supprimer une pièce de données, nous ajouterons prochainement un mécanisme pour supprimer les pièces de données en utilisant le lien et le mot de passe qui s'affichent sur l'interface lorsque vous soumettez des données.
|
||||
|
||||
**Toutes les données :** Si vous souhaitez que toutes vos données soient supprimées, ou si vous n'avez pas l'ID et le mot de passe que vous avez reçus lors de la soumission des données, veuillez contacter `contact@all-hands.dev` à partir de l'adresse e-mail que vous avez enregistrée lorsque vous avez initialement soumis les données.
|
||||
@@ -1,113 +0,0 @@
|
||||
|
||||
|
||||
# Démarrer avec OpenHands
|
||||
|
||||
Vous avez donc [installé OpenHands](./installation) et avez
|
||||
[configuré votre LLM](./installation#setup). Et maintenant ?
|
||||
|
||||
OpenHands peut vous aider à aborder une grande variété de tâches d'ingénierie. Mais la technologie
|
||||
est encore nouvelle, et nous sommes loin d'avoir des agents capables de prendre en charge des tâches
|
||||
d'ingénierie vastes et compliquées sans aucune aide. Il est donc important de se faire une idée de ce que l'agent
|
||||
fait bien, et où il pourrait avoir besoin d'un coup de main.
|
||||
|
||||
## Hello World
|
||||
|
||||
La première chose que vous voudrez peut-être essayer est un simple exemple "hello world".
|
||||
Cela peut être plus compliqué qu'il n'y paraît !
|
||||
|
||||
Essayez de demander à l'agent :
|
||||
> Veuillez écrire un script bash hello.sh qui affiche "hello world!"
|
||||
|
||||
Vous devriez constater que l'agent non seulement écrit le script, mais définit également les
|
||||
permissions correctes et exécute le script pour vérifier la sortie.
|
||||
|
||||
Vous pouvez continuer à demander à l'agent d'affiner votre code. C'est une excellente façon de
|
||||
travailler avec les agents. Commencez simplement, et itérez.
|
||||
|
||||
> Veuillez modifier hello.sh pour qu'il accepte un nom comme premier argument, mais par défaut "world"
|
||||
|
||||
Vous pouvez également travailler dans n'importe quel langage dont vous avez besoin, bien que l'agent puisse avoir besoin de passer du
|
||||
temps à configurer son environnement !
|
||||
|
||||
> Veuillez convertir hello.sh en un script Ruby, et l'exécuter
|
||||
|
||||
## Construire à partir de zéro
|
||||
|
||||
Les agents se débrouillent exceptionnellement bien pour les tâches "greenfield" (tâches où ils n'ont pas besoin
|
||||
de contexte sur une base de code existante) et ils peuvent simplement commencer à partir de zéro.
|
||||
|
||||
Il est préférable de commencer par une tâche simple, puis d'itérer. Il est également préférable d'être
|
||||
aussi précis que possible sur ce que vous voulez, sur la pile technologique à utiliser, etc.
|
||||
|
||||
Par exemple, nous pourrions construire une application TODO :
|
||||
|
||||
> Veuillez créer une application basique de liste de tâches en React. Elle devrait être uniquement frontend, et tout l'état
|
||||
> devrait être conservé dans localStorage.
|
||||
|
||||
Nous pouvons continuer à itérer sur l'application une fois le squelette en place :
|
||||
|
||||
> Veuillez permettre d'ajouter une date d'échéance optionnelle à chaque tâche
|
||||
|
||||
Tout comme avec le développement normal, il est bon de commiter et de pousser votre code fréquemment.
|
||||
De cette façon, vous pouvez toujours revenir à un ancien état si l'agent dévie.
|
||||
Vous pouvez demander à l'agent de commiter et de pousser pour vous :
|
||||
|
||||
> Veuillez commiter les changements et les pousser sur une nouvelle branche appelée "feature/due-dates"
|
||||
|
||||
|
||||
## Ajouter du nouveau code
|
||||
|
||||
OpenHands peut également faire un excellent travail en ajoutant du nouveau code à une base de code existante.
|
||||
|
||||
Par exemple, vous pouvez demander à OpenHands d'ajouter une nouvelle action GitHub à votre projet
|
||||
qui analyse votre code. OpenHands peut jeter un coup d'œil à votre base de code pour voir quel langage
|
||||
il doit utiliser, mais ensuite il peut simplement déposer un nouveau fichier dans `./github/workflows/lint.yml`
|
||||
|
||||
> Veuillez ajouter une action GitHub qui analyse le code dans ce dépôt
|
||||
|
||||
Certaines tâches peuvent nécessiter un peu plus de contexte. Bien qu'OpenHands puisse utiliser `ls` et `grep`
|
||||
pour rechercher dans votre base de code, fournir le contexte à l'avance lui permet d'aller plus vite,
|
||||
et plus précisément. Et cela vous coûtera moins de tokens !
|
||||
|
||||
> Veuillez modifier ./backend/api/routes.js pour ajouter une nouvelle route qui renvoie une liste de toutes les tâches
|
||||
|
||||
> Veuillez ajouter un nouveau composant React qui affiche une liste de Widgets dans le répertoire ./frontend/components.
|
||||
> Il devrait utiliser le composant Widget existant.
|
||||
|
||||
## Refactoring
|
||||
|
||||
OpenHands est excellent pour refactoriser du code existant, surtout par petits morceaux.
|
||||
Vous ne voulez probablement pas essayer de réarchitecturer toute votre base de code, mais diviser
|
||||
les longs fichiers et fonctions, renommer les variables, etc. ont tendance à très bien fonctionner.
|
||||
|
||||
> Veuillez renommer toutes les variables à une lettre dans ./app.go
|
||||
|
||||
> Veuillez diviser la fonction `build_and_deploy_widgets` en deux fonctions, `build_widgets` et `deploy_widgets` dans widget.php
|
||||
|
||||
> Veuillez diviser ./api/routes.js en fichiers séparés pour chaque route
|
||||
|
||||
## Corrections de bugs
|
||||
|
||||
OpenHands peut également vous aider à traquer et corriger des bugs dans votre code. Mais, comme tout
|
||||
développeur le sait, la correction de bugs peut être extrêmement délicate, et souvent OpenHands aura besoin de plus de contexte.
|
||||
Cela aide si vous avez diagnostiqué le bug, mais que vous voulez qu'OpenHands comprenne la logique.
|
||||
|
||||
> Actuellement, le champ email dans le point de terminaison `/subscribe` rejette les domaines .io. Veuillez corriger cela.
|
||||
|
||||
> La fonction `search_widgets` dans ./app.py effectue une recherche sensible à la casse. Veuillez la rendre insensible à la casse.
|
||||
|
||||
Il est souvent utile de faire du développement piloté par les tests lors de la correction de bugs avec un agent.
|
||||
Vous pouvez demander à l'agent d'écrire un nouveau test, puis d'itérer jusqu'à ce qu'il corrige le bug :
|
||||
|
||||
> La fonction `hello` plante sur la chaîne vide. Veuillez écrire un test qui reproduit ce bug, puis corrigez le code pour qu'il passe.
|
||||
|
||||
## Plus
|
||||
|
||||
OpenHands est capable d'aider sur à peu près n'importe quelle tâche de codage. Mais il faut de la pratique
|
||||
pour en tirer le meilleur parti. N'oubliez pas de :
|
||||
* Garder vos tâches petites
|
||||
* Être aussi précis que possible
|
||||
* Fournir autant de contexte que possible
|
||||
* Commiter et pousser fréquemment
|
||||
|
||||
Voir [Bonnes pratiques de prompting](./prompting/prompting-best-practices) pour plus de conseils sur la façon de tirer le meilleur parti d'OpenHands.
|
||||
@@ -1,112 +0,0 @@
|
||||
|
||||
|
||||
# Mode CLI
|
||||
|
||||
OpenHands peut être exécuté en mode CLI interactif, ce qui permet aux utilisateurs de démarrer une session interactive via la ligne de commande.
|
||||
|
||||
Ce mode est différent du [mode headless](headless-mode), qui est non interactif et mieux adapté aux scripts.
|
||||
|
||||
## Avec Python
|
||||
|
||||
Pour démarrer une session OpenHands interactive via la ligne de commande, suivez ces étapes :
|
||||
|
||||
1. Assurez-vous d'avoir suivi les [instructions de configuration de développement](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
|
||||
|
||||
2. Exécutez la commande suivante :
|
||||
|
||||
```bash
|
||||
poetry run python -m openhands.core.cli
|
||||
```
|
||||
|
||||
Cette commande démarrera une session interactive où vous pourrez saisir des tâches et recevoir des réponses d'OpenHands.
|
||||
|
||||
Vous devrez vous assurer de définir votre modèle, votre clé API et d'autres paramètres via des variables d'environnement
|
||||
[ou le fichier `config.toml`](https://github.com/All-Hands-AI/OpenHands/blob/main/config.template.toml).
|
||||
|
||||
|
||||
## Avec Docker
|
||||
|
||||
Pour exécuter OpenHands en mode CLI avec Docker, suivez ces étapes :
|
||||
|
||||
1. Définissez `WORKSPACE_BASE` sur le répertoire que vous voulez qu'OpenHands modifie :
|
||||
|
||||
```bash
|
||||
WORKSPACE_BASE=$(pwd)/workspace
|
||||
```
|
||||
|
||||
2. Définissez `LLM_MODEL` sur le modèle que vous voulez utiliser :
|
||||
|
||||
```bash
|
||||
LLM_MODEL="anthropic/claude-3-5-sonnet-20241022"
|
||||
|
||||
```
|
||||
|
||||
3. Définissez `LLM_API_KEY` sur votre clé API :
|
||||
|
||||
```bash
|
||||
LLM_API_KEY="sk_test_12345"
|
||||
```
|
||||
|
||||
4. Exécutez la commande Docker suivante :
|
||||
|
||||
```bash
|
||||
docker run -it \
|
||||
--pull=always \
|
||||
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.34-nikolaik \
|
||||
-e SANDBOX_USER_ID=$(id -u) \
|
||||
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
|
||||
-e LLM_API_KEY=$LLM_API_KEY \
|
||||
-e LLM_MODEL=$LLM_MODEL \
|
||||
-v $WORKSPACE_BASE:/opt/workspace_base \
|
||||
-v /var/run/docker.sock:/var/run/docker.sock \
|
||||
--add-host host.docker.internal:host-gateway \
|
||||
--name openhands-app-$(date +%Y%m%d%H%M%S) \
|
||||
docker.all-hands.dev/all-hands-ai/openhands:0.34 \
|
||||
python -m openhands.core.cli
|
||||
```
|
||||
|
||||
Cette commande démarrera une session interactive dans Docker où vous pourrez saisir des tâches et recevoir des réponses d'OpenHands.
|
||||
|
||||
## Exemples de commandes CLI et de sorties attendues
|
||||
|
||||
Voici quelques exemples de commandes CLI et leurs sorties attendues :
|
||||
|
||||
### Exemple 1 : Tâche simple
|
||||
|
||||
```bash
|
||||
How can I help? >> Écrivez un script Python qui affiche "Hello, World!"
|
||||
```
|
||||
|
||||
Sortie attendue :
|
||||
|
||||
```bash
|
||||
🤖 Bien sûr ! Voici un script Python qui affiche "Hello, World!" :
|
||||
|
||||
❯ print("Hello, World!")
|
||||
```
|
||||
|
||||
### Exemple 2 : Commande Bash
|
||||
|
||||
```bash
|
||||
How can I help? >> Créez un répertoire nommé "test_dir"
|
||||
```
|
||||
|
||||
Sortie attendue :
|
||||
|
||||
```bash
|
||||
🤖 Création d'un répertoire nommé "test_dir" :
|
||||
|
||||
❯ mkdir test_dir
|
||||
```
|
||||
|
||||
### Exemple 3 : Gestion des erreurs
|
||||
|
||||
```bash
|
||||
How can I help? >> Supprimez un fichier inexistant
|
||||
```
|
||||
|
||||
Sortie attendue :
|
||||
|
||||
```bash
|
||||
🤖 Une erreur s'est produite. Veuillez réessayer.
|
||||
```
|
||||
@@ -1,62 +0,0 @@
|
||||
|
||||
|
||||
# Sandbox Personnalisé
|
||||
|
||||
Le sandbox est l'endroit où l'agent effectue ses tâches. Au lieu d'exécuter des commandes directement sur votre ordinateur (ce qui pourrait être risqué), l'agent les exécute à l'intérieur d'un conteneur Docker.
|
||||
|
||||
Le sandbox OpenHands par défaut (`python-nodejs:python3.12-nodejs22` de [nikolaik/python-nodejs](https://hub.docker.com/r/nikolaik/python-nodejs)) est livré avec certains paquets installés tels que Python et Node.js mais peut nécessiter l'installation d'autres logiciels par défaut.
|
||||
|
||||
Vous avez deux options pour la personnalisation :
|
||||
|
||||
1. Utiliser une image existante avec les logiciels requis.
|
||||
2. Créer votre propre image Docker personnalisée.
|
||||
|
||||
Si vous choisissez la première option, vous pouvez passer la section `Créer Votre Image Docker`.
|
||||
|
||||
## Créer Votre Image Docker
|
||||
|
||||
Pour créer une image Docker personnalisée, elle doit être basée sur Debian.
|
||||
|
||||
Par exemple, si vous voulez qu'OpenHands ait `ruby` installé, créez un `Dockerfile` avec le contenu suivant :
|
||||
|
||||
```dockerfile
|
||||
FROM debian:latest
|
||||
|
||||
# Installer les paquets requis
|
||||
RUN apt-get update && apt-get install -y ruby
|
||||
```
|
||||
|
||||
Enregistrez ce fichier dans un dossier. Ensuite, construisez votre image Docker (par exemple, nommée custom-image) en naviguant vers le dossier dans le terminal et en exécutant :
|
||||
|
||||
```bash
|
||||
docker build -t custom-image .
|
||||
```
|
||||
|
||||
Cela produira une nouvelle image appelée `custom-image`, qui sera disponible dans Docker.
|
||||
|
||||
> Notez que dans la configuration décrite dans ce document, OpenHands s'exécutera en tant qu'utilisateur "openhands" à l'intérieur du sandbox et donc tous les paquets installés via le docker file devraient être disponibles pour tous les utilisateurs du système, pas seulement root.
|
||||
|
||||
## Utilisation du Workflow de Développement
|
||||
|
||||
### Configuration
|
||||
|
||||
Tout d'abord, assurez-vous de pouvoir exécuter OpenHands en suivant les instructions dans [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
|
||||
|
||||
### Spécifier l'Image de Base du Sandbox
|
||||
|
||||
Dans le fichier `config.toml` dans le répertoire OpenHands, définissez `base_container_image` sur l'image que vous souhaitez utiliser. Cela peut être une image que vous avez déjà extraite ou une que vous avez construite :
|
||||
|
||||
```bash
|
||||
[core]
|
||||
...
|
||||
[sandbox]
|
||||
base_container_image="custom-image"
|
||||
```
|
||||
|
||||
### Exécution
|
||||
|
||||
Exécutez OpenHands en exécutant ```make run``` dans le répertoire de niveau supérieur.
|
||||
|
||||
## Explication Technique
|
||||
|
||||
Veuillez vous référer à la [section image docker personnalisée de la documentation d'exécution](https://docs.all-hands.dev/modules/usage/architecture/runtime#advanced-how-openhands-builds-and-maintains-od-runtime-images) pour plus de détails.
|
||||
@@ -1,73 +0,0 @@
|
||||
|
||||
|
||||
# Débogage
|
||||
|
||||
Ce qui suit est destiné à servir d'introduction au débogage d'OpenHands à des fins de développement.
|
||||
|
||||
## Serveur / VSCode
|
||||
|
||||
Le `launch.json` suivant permettra de déboguer les éléments agent, contrôleur et serveur, mais pas le bac à sable (qui s'exécute dans docker). Il ignorera toutes les modifications à l'intérieur du répertoire `workspace/` :
|
||||
|
||||
```
|
||||
{
|
||||
"version": "0.2.0",
|
||||
"configurations": [
|
||||
{
|
||||
"name": "OpenHands CLI",
|
||||
"type": "debugpy",
|
||||
"request": "launch",
|
||||
"module": "openhands.core.cli",
|
||||
"justMyCode": false
|
||||
},
|
||||
{
|
||||
"name": "OpenHands WebApp",
|
||||
"type": "debugpy",
|
||||
"request": "launch",
|
||||
"module": "uvicorn",
|
||||
"args": [
|
||||
"openhands.server.listen:app",
|
||||
"--reload",
|
||||
"--reload-exclude",
|
||||
"${workspaceFolder}/workspace",
|
||||
"--port",
|
||||
"3000"
|
||||
],
|
||||
"justMyCode": false
|
||||
}
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
Des configurations de débogage plus spécifiques qui incluent plus de paramètres peuvent être spécifiées :
|
||||
|
||||
```
|
||||
...
|
||||
{
|
||||
"name": "Debug CodeAct",
|
||||
"type": "debugpy",
|
||||
"request": "launch",
|
||||
"module": "openhands.core.main",
|
||||
"args": [
|
||||
"-t",
|
||||
"Demandez-moi quelle est votre tâche.",
|
||||
"-d",
|
||||
"${workspaceFolder}/workspace",
|
||||
"-c",
|
||||
"CodeActAgent",
|
||||
"-l",
|
||||
"llm.o1",
|
||||
"-n",
|
||||
"prompts"
|
||||
],
|
||||
"justMyCode": false
|
||||
}
|
||||
...
|
||||
```
|
||||
|
||||
Les valeurs dans l'extrait ci-dessus peuvent être mises à jour de telle sorte que :
|
||||
|
||||
* *t* : la tâche
|
||||
* *d* : le répertoire de l'espace de travail openhands
|
||||
* *c* : l'agent
|
||||
* *l* : la configuration LLM (prédéfinie dans config.toml)
|
||||
* *n* : le nom de la session (par exemple, le nom du flux d'événements)
|
||||
@@ -1,280 +0,0 @@
|
||||
|
||||
|
||||
# Évaluation
|
||||
|
||||
Ce guide fournit un aperçu de la façon d'intégrer votre propre benchmark d'évaluation dans le framework OpenHands.
|
||||
|
||||
## Configuration de l'environnement et de la configuration LLM
|
||||
|
||||
Veuillez suivre les instructions [ici](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md) pour configurer votre environnement de développement local.
|
||||
OpenHands en mode développement utilise `config.toml` pour garder une trace de la plupart des configurations.
|
||||
|
||||
Voici un exemple de fichier de configuration que vous pouvez utiliser pour définir et utiliser plusieurs LLMs :
|
||||
|
||||
```toml
|
||||
[llm]
|
||||
# IMPORTANT : ajoutez votre clé API ici et définissez le modèle que vous souhaitez évaluer
|
||||
model = "claude-3-5-sonnet-20241022"
|
||||
api_key = "sk-XXX"
|
||||
|
||||
[llm.eval_gpt4_1106_preview_llm]
|
||||
model = "gpt-4-1106-preview"
|
||||
api_key = "XXX"
|
||||
temperature = 0.0
|
||||
|
||||
[llm.eval_some_openai_compatible_model_llm]
|
||||
model = "openai/MODEL_NAME"
|
||||
base_url = "https://OPENAI_COMPATIBLE_URL/v1"
|
||||
api_key = "XXX"
|
||||
temperature = 0.0
|
||||
```
|
||||
|
||||
|
||||
## Comment utiliser OpenHands en ligne de commande
|
||||
|
||||
OpenHands peut être exécuté depuis la ligne de commande en utilisant le format suivant :
|
||||
|
||||
```bash
|
||||
poetry run python ./openhands/core/main.py \
|
||||
-i <max_iterations> \
|
||||
-t "<task_description>" \
|
||||
-c <agent_class> \
|
||||
-l <llm_config>
|
||||
```
|
||||
|
||||
Par exemple :
|
||||
|
||||
```bash
|
||||
poetry run python ./openhands/core/main.py \
|
||||
-i 10 \
|
||||
-t "Écrivez-moi un script bash qui affiche hello world." \
|
||||
-c CodeActAgent \
|
||||
-l llm
|
||||
```
|
||||
|
||||
Cette commande exécute OpenHands avec :
|
||||
- Un maximum de 10 itérations
|
||||
- La description de tâche spécifiée
|
||||
- En utilisant CodeActAgent
|
||||
- Avec la configuration LLM définie dans la section `llm` de votre fichier `config.toml`
|
||||
|
||||
## Comment fonctionne OpenHands
|
||||
|
||||
Le point d'entrée principal d'OpenHands se trouve dans `openhands/core/main.py`. Voici un flux simplifié de son fonctionnement :
|
||||
|
||||
1. Analyse des arguments de ligne de commande et chargement de la configuration
|
||||
2. Création d'un environnement d'exécution à l'aide de `create_runtime()`
|
||||
3. Initialisation de l'agent spécifié
|
||||
4. Exécution du contrôleur à l'aide de `run_controller()`, qui :
|
||||
- Attache l'environnement d'exécution à l'agent
|
||||
- Exécute la tâche de l'agent
|
||||
- Renvoie un état final une fois terminé
|
||||
|
||||
La fonction `run_controller()` est le cœur de l'exécution d'OpenHands. Elle gère l'interaction entre l'agent, l'environnement d'exécution et la tâche, en gérant des choses comme la simulation d'entrée utilisateur et le traitement des événements.
|
||||
|
||||
|
||||
## Le moyen le plus simple de commencer : Explorer les benchmarks existants
|
||||
|
||||
Nous vous encourageons à examiner les différents benchmarks d'évaluation disponibles dans le [répertoire `evaluation/benchmarks/`](https://github.com/All-Hands-AI/OpenHands/blob/main/evaluation/benchmarks) de notre dépôt.
|
||||
|
||||
Pour intégrer votre propre benchmark, nous vous suggérons de commencer par celui qui ressemble le plus à vos besoins. Cette approche peut considérablement rationaliser votre processus d'intégration, vous permettant de vous appuyer sur les structures existantes et de les adapter à vos exigences spécifiques.
|
||||
|
||||
## Comment créer un workflow d'évaluation
|
||||
|
||||
|
||||
Pour créer un workflow d'évaluation pour votre benchmark, suivez ces étapes :
|
||||
|
||||
1. Importez les utilitaires OpenHands pertinents :
|
||||
```python
|
||||
import openhands.agenthub
|
||||
from evaluation.utils.shared import (
|
||||
EvalMetadata,
|
||||
EvalOutput,
|
||||
make_metadata,
|
||||
prepare_dataset,
|
||||
reset_logger_for_multiprocessing,
|
||||
run_evaluation,
|
||||
)
|
||||
from openhands.controller.state.state import State
|
||||
from openhands.core.config import (
|
||||
AppConfig,
|
||||
SandboxConfig,
|
||||
get_llm_config_arg,
|
||||
parse_arguments,
|
||||
)
|
||||
from openhands.core.logger import openhands_logger as logger
|
||||
from openhands.core.main import create_runtime, run_controller
|
||||
from openhands.events.action import CmdRunAction
|
||||
from openhands.events.observation import CmdOutputObservation, ErrorObservation
|
||||
from openhands.runtime.runtime import Runtime
|
||||
```
|
||||
|
||||
2. Créez une configuration :
|
||||
```python
|
||||
def get_config(instance: pd.Series, metadata: EvalMetadata) -> AppConfig:
|
||||
config = AppConfig(
|
||||
default_agent=metadata.agent_class,
|
||||
runtime='docker',
|
||||
max_iterations=metadata.max_iterations,
|
||||
sandbox=SandboxConfig(
|
||||
base_container_image='your_container_image',
|
||||
enable_auto_lint=True,
|
||||
timeout=300,
|
||||
),
|
||||
)
|
||||
config.set_llm_config(metadata.llm_config)
|
||||
return config
|
||||
```
|
||||
|
||||
3. Initialisez l'environnement d'exécution et configurez l'environnement d'évaluation :
|
||||
```python
|
||||
def initialize_runtime(runtime: Runtime, instance: pd.Series):
|
||||
# Configurez votre environnement d'évaluation ici
|
||||
# Par exemple, définir des variables d'environnement, préparer des fichiers, etc.
|
||||
pass
|
||||
```
|
||||
|
||||
4. Créez une fonction pour traiter chaque instance :
|
||||
```python
|
||||
from openhands.utils.async_utils import call_async_from_sync
|
||||
def process_instance(instance: pd.Series, metadata: EvalMetadata) -> EvalOutput:
|
||||
config = get_config(instance, metadata)
|
||||
runtime = create_runtime(config)
|
||||
call_async_from_sync(runtime.connect)
|
||||
initialize_runtime(runtime, instance)
|
||||
|
||||
instruction = get_instruction(instance, metadata)
|
||||
|
||||
state = run_controller(
|
||||
config=config,
|
||||
task_str=instruction,
|
||||
runtime=runtime,
|
||||
fake_user_response_fn=your_user_response_function,
|
||||
)
|
||||
|
||||
# Évaluez les actions de l'agent
|
||||
evaluation_result = await evaluate_agent_actions(runtime, instance)
|
||||
|
||||
return EvalOutput(
|
||||
instance_id=instance.instance_id,
|
||||
instruction=instruction,
|
||||
test_result=evaluation_result,
|
||||
metadata=metadata,
|
||||
history=compatibility_for_eval_history_pairs(state.history),
|
||||
metrics=state.metrics.get() if state.metrics else None,
|
||||
error=state.last_error if state and state.last_error else None,
|
||||
)
|
||||
```
|
||||
|
||||
5. Exécutez l'évaluation :
|
||||
```python
|
||||
metadata = make_metadata(llm_config, dataset_name, agent_class, max_iterations, eval_note, eval_output_dir)
|
||||
output_file = os.path.join(metadata.eval_output_dir, 'output.jsonl')
|
||||
instances = prepare_dataset(your_dataset, output_file, eval_n_limit)
|
||||
|
||||
await run_evaluation(
|
||||
instances,
|
||||
metadata,
|
||||
output_file,
|
||||
num_workers,
|
||||
process_instance
|
||||
)
|
||||
```
|
||||
|
||||
Ce workflow configure la configuration, initialise l'environnement d'exécution, traite chaque instance en exécutant l'agent et en évaluant ses actions, puis collecte les résultats dans un objet `EvalOutput`. La fonction `run_evaluation` gère la parallélisation et le suivi de la progression.
|
||||
|
||||
N'oubliez pas de personnaliser les fonctions `get_instruction`, `your_user_response_function` et `evaluate_agent_actions` en fonction des exigences spécifiques de votre benchmark.
|
||||
|
||||
En suivant cette structure, vous pouvez créer un workflow d'évaluation robuste pour votre benchmark dans le framework OpenHands.
|
||||
|
||||
|
||||
## Comprendre la `user_response_fn`
|
||||
|
||||
La `user_response_fn` est un composant crucial dans le workflow d'évaluation d'OpenHands. Elle simule l'interaction de l'utilisateur avec l'agent, permettant des réponses automatisées pendant le processus d'évaluation. Cette fonction est particulièrement utile lorsque vous voulez fournir des réponses cohérentes et prédéfinies aux requêtes ou actions de l'agent.
|
||||
|
||||
|
||||
### Workflow et interaction
|
||||
|
||||
Le workflow correct pour gérer les actions et la `user_response_fn` est le suivant :
|
||||
|
||||
1. L'agent reçoit une tâche et commence à la traiter
|
||||
2. L'agent émet une Action
|
||||
3. Si l'Action est exécutable (par exemple, CmdRunAction, IPythonRunCellAction) :
|
||||
- Le Runtime traite l'Action
|
||||
- Le Runtime renvoie une Observation
|
||||
4. Si l'Action n'est pas exécutable (généralement une MessageAction) :
|
||||
- La `user_response_fn` est appelée
|
||||
- Elle renvoie une réponse utilisateur simulée
|
||||
5. L'agent reçoit soit l'Observation, soit la réponse simulée
|
||||
6. Les étapes 2 à 5 se répètent jusqu'à ce que la tâche soit terminée ou que le nombre maximum d'itérations soit atteint
|
||||
|
||||
Voici une représentation visuelle plus précise :
|
||||
|
||||
```
|
||||
[Agent]
|
||||
|
|
||||
v
|
||||
[Émettre une Action]
|
||||
|
|
||||
v
|
||||
[L'Action est-elle exécutable ?]
|
||||
/ \
|
||||
Oui Non
|
||||
| |
|
||||
v v
|
||||
[Runtime] [user_response_fn]
|
||||
| |
|
||||
v v
|
||||
[Renvoyer une Observation] [Réponse simulée]
|
||||
\ /
|
||||
\ /
|
||||
v v
|
||||
[L'agent reçoit le feedback]
|
||||
|
|
||||
v
|
||||
[Continuer ou terminer la tâche]
|
||||
```
|
||||
|
||||
Dans ce workflow :
|
||||
|
||||
- Les actions exécutables (comme l'exécution de commandes ou de code) sont gérées directement par le Runtime
|
||||
- Les actions non exécutables (généralement lorsque l'agent veut communiquer ou demander des clarifications) sont gérées par la `user_response_fn`
|
||||
- L'agent traite ensuite le feedback, qu'il s'agisse d'une Observation du Runtime ou d'une réponse simulée de la `user_response_fn`
|
||||
|
||||
Cette approche permet une gestion automatisée des actions concrètes et des interactions utilisateur simulées, ce qui la rend adaptée aux scénarios d'évaluation où vous voulez tester la capacité de l'agent à accomplir des tâches avec une intervention humaine minimale.
|
||||
|
||||
### Exemple d'implémentation
|
||||
|
||||
Voici un exemple de `user_response_fn` utilisée dans l'évaluation SWE-Bench :
|
||||
|
||||
```python
|
||||
def codeact_user_response(state: State | None) -> str:
|
||||
msg = (
|
||||
'Veuillez continuer à travailler sur la tâche avec l\'approche que vous jugez appropriée.\n'
|
||||
'Si vous pensez avoir résolu la tâche, veuillez d\'abord envoyer votre réponse à l\'utilisateur via un message, puis <execute_bash> exit </execute_bash>.\n'
|
||||
'IMPORTANT : VOUS NE DEVEZ JAMAIS DEMANDER DE L\'AIDE HUMAINE.\n'
|
||||
)
|
||||
|
||||
if state and state.history:
|
||||
# vérifier si l'agent a essayé de parler à l'utilisateur 3 fois, si oui, faire savoir à l'agent qu'il peut abandonner
|
||||
user_msgs = [
|
||||
event
|
||||
for event in state.history
|
||||
if isinstance(event, MessageAction) and event.source == 'user'
|
||||
]
|
||||
if len(user_msgs) >= 2:
|
||||
# faire savoir à l'agent qu'il peut abandonner quand il a essayé 3 fois
|
||||
return (
|
||||
msg
|
||||
+ 'Si vous voulez abandonner, exécutez : <execute_bash> exit </execute_bash>.\n'
|
||||
)
|
||||
return msg
|
||||
```
|
||||
|
||||
Cette fonction fait ce qui suit :
|
||||
|
||||
1. Fournit un message standard encourageant l'agent à continuer à travailler
|
||||
2. Vérifie combien de fois l'agent a tenté de communiquer avec l'utilisateur
|
||||
3. Si l'agent a fait plusieurs tentatives, il lui donne la possibilité d'abandonner
|
||||
|
||||
En utilisant cette fonction, vous pouvez assurer un comportement cohérent sur plusieurs exécutions d'évaluation et empêcher l'agent de rester bloqué en attendant une entrée humaine.
|
||||
@@ -1,51 +0,0 @@
|
||||
|
||||
|
||||
# Utilisation de l'Action GitHub OpenHands
|
||||
|
||||
Ce guide explique comment utiliser l'Action GitHub OpenHands, à la fois dans le dépôt OpenHands et dans vos propres projets.
|
||||
|
||||
## Utilisation de l'Action dans le dépôt OpenHands
|
||||
|
||||
Pour utiliser l'Action GitHub OpenHands dans un dépôt, vous pouvez :
|
||||
|
||||
1. Créer un ticket dans le dépôt.
|
||||
2. Ajouter l'étiquette `fix-me` au ticket ou laisser un commentaire sur le ticket commençant par `@openhands-agent`.
|
||||
|
||||
L'action se déclenchera automatiquement et tentera de résoudre le ticket.
|
||||
|
||||
## Installation de l'Action dans un nouveau dépôt
|
||||
|
||||
Pour installer l'Action GitHub OpenHands dans votre propre dépôt, suivez le [README pour le Resolver OpenHands](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/resolver/README.md).
|
||||
|
||||
## Conseils d'utilisation
|
||||
|
||||
### Résolution itérative
|
||||
|
||||
1. Créez un ticket dans le dépôt.
|
||||
2. Ajoutez l'étiquette `fix-me` au ticket, ou laissez un commentaire commençant par `@openhands-agent`
|
||||
3. Examinez la tentative de résolution du ticket en vérifiant la pull request
|
||||
4. Faites un suivi avec des commentaires via des commentaires généraux, des commentaires de revue ou des commentaires de fil en ligne
|
||||
5. Ajoutez l'étiquette `fix-me` à la pull request, ou adressez un commentaire spécifique en commençant par `@openhands-agent`
|
||||
|
||||
### Étiquette versus Macro
|
||||
|
||||
- Étiquette (`fix-me`) : Demande à OpenHands de traiter le ticket ou la pull request dans son **intégralité**.
|
||||
- Macro (`@openhands-agent`) : Demande à OpenHands de ne considérer que la description du ticket/de la pull request et **le commentaire spécifique**.
|
||||
|
||||
## Paramètres avancés
|
||||
|
||||
### Ajouter des paramètres de dépôt personnalisés
|
||||
|
||||
Vous pouvez fournir des instructions personnalisées pour OpenHands en suivant le [README pour le resolver](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/resolver/README.md#providing-custom-instructions).
|
||||
|
||||
### Configurations personnalisées
|
||||
|
||||
Le resolver Github vérifiera automatiquement les [secrets de dépôt](https://docs.github.com/en/actions/security-for-github-actions/security-guides/using-secrets-in-github-actions?tool=webui#creating-secrets-for-a-repository) ou les [variables de dépôt](https://docs.github.com/en/actions/writing-workflows/choosing-what-your-workflow-does/store-information-in-variables#creating-configuration-variables-for-a-repository) valides pour personnaliser son comportement.
|
||||
Les options de personnalisation que vous pouvez définir sont :
|
||||
|
||||
| **Nom de l'attribut** | **Type** | **Objectif** | **Exemple** |
|
||||
|----------------------------------| -------- |-------------------------------------------------------------------------------------------------------------|------------------------------------------------------|
|
||||
| `LLM_MODEL` | Variable | Définir le LLM à utiliser avec OpenHands | `LLM_MODEL="anthropic/claude-3-5-sonnet-20241022"` |
|
||||
| `OPENHANDS_MAX_ITER` | Variable | Définir la limite maximale pour les itérations de l'agent | `OPENHANDS_MAX_ITER=10` |
|
||||
| `OPENHANDS_MACRO` | Variable | Personnaliser la macro par défaut pour invoquer le resolver | `OPENHANDS_MACRO=@resolveit` |
|
||||
| `OPENHANDS_BASE_CONTAINER_IMAGE` | Variable | Sandbox personnalisé ([en savoir plus](https://docs.all-hands.dev/modules/usage/how-to/custom-sandbox-guide))| `OPENHANDS_BASE_CONTAINER_IMAGE="custom_image"` |
|
||||
@@ -1,168 +0,0 @@
|
||||
|
||||
|
||||
# Mode Interface Graphique
|
||||
|
||||
## Introduction
|
||||
|
||||
OpenHands fournit un mode Interface Graphique (GUI) convivial pour interagir avec l'assistant IA. Ce mode offre une façon intuitive de configurer l'environnement, gérer les paramètres et communiquer avec l'IA.
|
||||
|
||||
## Installation et Configuration
|
||||
|
||||
1. Suivez les instructions du guide [Installation](../installation) pour installer OpenHands.
|
||||
|
||||
2. Après avoir exécuté la commande, accédez à OpenHands à l'adresse [http://localhost:3000](http://localhost:3000).
|
||||
|
||||
## Interagir avec l'Interface Graphique
|
||||
|
||||
### Configuration Initiale
|
||||
|
||||
1. Lors du premier lancement, vous verrez une fenêtre modale de paramètres.
|
||||
2. Sélectionnez un `Fournisseur LLM` et un `Modèle LLM` dans les menus déroulants.
|
||||
3. Entrez la `Clé API` correspondante pour le fournisseur choisi.
|
||||
4. Cliquez sur "Enregistrer" pour appliquer les paramètres.
|
||||
|
||||
### Jetons de Contrôle de Version
|
||||
|
||||
OpenHands prend en charge plusieurs fournisseurs de contrôle de version. Vous pouvez configurer des jetons pour plusieurs fournisseurs simultanément.
|
||||
|
||||
#### Configuration du Jeton GitHub
|
||||
|
||||
OpenHands exporte automatiquement un `GITHUB_TOKEN` vers l'environnement shell s'il est disponible. Cela peut se produire de deux manières :
|
||||
|
||||
1. **Localement (OSS)** : L'utilisateur saisit directement son jeton GitHub
|
||||
2. **En ligne (SaaS)** : Le jeton est obtenu via l'authentification OAuth GitHub
|
||||
|
||||
##### Configuration d'un Jeton GitHub Local
|
||||
|
||||
1. **Générer un Personal Access Token (PAT)** :
|
||||
- Allez dans Paramètres GitHub > Paramètres développeur > Personal Access Tokens > Tokens (classique)
|
||||
- Cliquez sur "Générer un nouveau jeton (classique)"
|
||||
- Portées requises :
|
||||
- `repo` (Contrôle total des dépôts privés)
|
||||
- `workflow` (Mettre à jour les workflows GitHub Action)
|
||||
- `read:org` (Lire les données de l'organisation)
|
||||
|
||||
2. **Entrer le Jeton dans OpenHands** :
|
||||
- Cliquez sur le bouton Paramètres (icône d'engrenage) en haut à droite
|
||||
- Accédez à la section "Git Provider Settings"
|
||||
- Collez votre jeton dans le champ "Jeton GitHub"
|
||||
- Cliquez sur "Enregistrer" pour appliquer les modifications
|
||||
|
||||
##### Politiques de Jetons Organisationnels
|
||||
|
||||
Si vous travaillez avec des dépôts organisationnels, une configuration supplémentaire peut être nécessaire :
|
||||
|
||||
1. **Vérifier les Exigences de l'Organisation** :
|
||||
- Les administrateurs de l'organisation peuvent appliquer des politiques de jetons spécifiques
|
||||
- Certaines organisations exigent que les jetons soient créés avec SSO activé
|
||||
- Consultez les [paramètres de politique de jetons](https://docs.github.com/en/organizations/managing-programmatic-access-to-your-organization/setting-a-personal-access-token-policy-for-your-organization) de votre organisation
|
||||
|
||||
2. **Vérifier l'Accès à l'Organisation** :
|
||||
- Allez dans les paramètres de votre jeton sur GitHub
|
||||
- Recherchez l'organisation sous "Accès à l'organisation"
|
||||
- Si nécessaire, cliquez sur "Activer SSO" à côté de votre organisation
|
||||
- Terminez le processus d'autorisation SSO
|
||||
|
||||
##### Authentification OAuth (Mode En Ligne)
|
||||
|
||||
Lorsque vous utilisez OpenHands en mode en ligne, le flux OAuth GitHub :
|
||||
|
||||
1. Demande les autorisations suivantes :
|
||||
- Accès au dépôt (lecture/écriture)
|
||||
- Gestion des workflows
|
||||
- Accès en lecture à l'organisation
|
||||
|
||||
2. Étapes d'authentification :
|
||||
- Cliquez sur "Se connecter avec GitHub" lorsque vous y êtes invité
|
||||
- Examinez les autorisations demandées
|
||||
- Autorisez OpenHands à accéder à votre compte GitHub
|
||||
- Si vous utilisez une organisation, autorisez l'accès à l'organisation si vous y êtes invité
|
||||
|
||||
##### Dépannage
|
||||
|
||||
Problèmes courants et solutions :
|
||||
|
||||
1. **Jeton Non Reconnu** :
|
||||
- Assurez-vous que le jeton est correctement enregistré dans les paramètres
|
||||
- Vérifiez que le jeton n'a pas expiré
|
||||
- Vérifiez que le jeton a les portées requises
|
||||
- Essayez de régénérer le jeton
|
||||
|
||||
2. **Accès à l'Organisation Refusé** :
|
||||
- Vérifiez si SSO est requis mais non activé
|
||||
- Vérifiez l'appartenance à l'organisation
|
||||
- Contactez l'administrateur de l'organisation si les politiques de jetons bloquent l'accès
|
||||
|
||||
3. **Vérifier que le Jeton Fonctionne** :
|
||||
- L'application affichera une coche verte si le jeton est valide
|
||||
- Essayez d'accéder à un dépôt pour confirmer les autorisations
|
||||
- Vérifiez la console du navigateur pour tout message d'erreur
|
||||
- Utilisez le bouton "Tester la connexion" dans les paramètres s'il est disponible
|
||||
|
||||
#### Configuration du Jeton GitLab
|
||||
|
||||
OpenHands exporte automatiquement un `GITLAB_TOKEN` vers l'environnement shell, uniquement pour les installations locales, s'il est disponible.
|
||||
|
||||
##### Configuration d'un Jeton GitLab
|
||||
|
||||
1. **Générer un Personal Access Token (PAT)** :
|
||||
- Sur GitLab, allez dans Paramètres utilisateur > Jetons d'accès
|
||||
- Créez un nouveau jeton avec les portées suivantes :
|
||||
- `api` (Accès API)
|
||||
- `read_user` (Lecture des informations utilisateur)
|
||||
- `read_repository` (Lecture du dépôt)
|
||||
- `write_repository` (Écriture du dépôt)
|
||||
- Définissez une date d'expiration ou laissez vide pour un jeton sans expiration
|
||||
|
||||
2. **Entrer le Jeton dans OpenHands** :
|
||||
- Cliquez sur le bouton Paramètres (icône d'engrenage)
|
||||
- Accédez à la section `Git Provider Settings`
|
||||
- Collez votre jeton dans le champ `Jeton GitLab`
|
||||
- Si vous utilisez GitLab auto-hébergé, entrez l'URL de votre instance GitLab
|
||||
- Cliquez sur `Enregistrer les modifications` pour appliquer les changements
|
||||
|
||||
##### Dépannage
|
||||
|
||||
Problèmes courants et solutions :
|
||||
|
||||
1. **Jeton Non Reconnu** :
|
||||
- Assurez-vous que le jeton est correctement enregistré dans les paramètres
|
||||
- Vérifiez que le jeton n'a pas expiré
|
||||
- Vérifiez que le jeton a les portées requises
|
||||
- Pour les instances auto-hébergées, vérifiez l'URL correcte de l'instance
|
||||
|
||||
2. **Accès Refusé** :
|
||||
- Vérifiez les permissions d'accès au projet
|
||||
- Vérifiez si le jeton possède les portées nécessaires
|
||||
- Pour les dépôts de groupe/organisation, assurez-vous d'avoir les accès appropriés
|
||||
|
||||
### Paramètres Avancés
|
||||
|
||||
1. Basculez sur `Options Avancées` pour accéder aux paramètres supplémentaires.
|
||||
2. Utilisez la zone de texte `Modèle Personnalisé` pour saisir manuellement un modèle s'il ne figure pas dans la liste.
|
||||
3. Spécifiez une `URL de Base` si requis par votre fournisseur LLM.
|
||||
|
||||
### Interface Principale
|
||||
|
||||
L'interface principale se compose de plusieurs composants clés :
|
||||
|
||||
1. **Fenêtre de Chat** : La zone centrale où vous pouvez voir l'historique de conversation avec l'assistant IA.
|
||||
2. **Zone de Saisie** : Située en bas de l'écran, utilisez-la pour taper vos messages ou commandes à l'IA.
|
||||
3. **Bouton Envoyer** : Cliquez dessus pour envoyer votre message à l'IA.
|
||||
4. **Bouton Paramètres** : Une icône d'engrenage qui ouvre la fenêtre modale des paramètres, vous permettant d'ajuster votre configuration à tout moment.
|
||||
5. **Panneau Espace de Travail** : Affiche les fichiers et dossiers de votre espace de travail, vous permettant de naviguer et de visualiser les fichiers, ou les commandes passées de l'agent ou l'historique de navigation web.
|
||||
|
||||
### Interagir avec l'IA
|
||||
|
||||
1. Tapez votre question, demande ou description de tâche dans la zone de saisie.
|
||||
2. Cliquez sur le bouton d'envoi ou appuyez sur Entrée pour soumettre votre message.
|
||||
3. L'IA traitera votre saisie et fournira une réponse dans la fenêtre de chat.
|
||||
4. Vous pouvez poursuivre la conversation en posant des questions de suivi ou en fournissant des informations supplémentaires.
|
||||
|
||||
## Conseils pour une Utilisation Efficace
|
||||
|
||||
1. Soyez précis dans vos demandes pour obtenir les réponses les plus précises et utiles, comme décrit dans les [meilleures pratiques d'incitation](../prompting/prompting-best-practices).
|
||||
2. Utilisez le panneau d'espace de travail pour explorer la structure de votre projet.
|
||||
3. Utilisez l'un des modèles recommandés, comme décrit dans la section [LLMs](usage/llms/llms.md).
|
||||
|
||||
N'oubliez pas que le mode Interface Graphique d'OpenHands est conçu pour rendre votre interaction avec l'assistant IA aussi fluide et intuitive que possible. N'hésitez pas à explorer ses fonctionnalités pour maximiser votre productivité.
|
||||
@@ -1,61 +0,0 @@
|
||||
|
||||
|
||||
# Mode sans interface
|
||||
|
||||
Vous pouvez exécuter OpenHands avec une seule commande, sans démarrer l'application web.
|
||||
Cela facilite l'écriture de scripts et l'automatisation des tâches avec OpenHands.
|
||||
|
||||
Ceci est différent du [Mode CLI](cli-mode), qui est interactif et mieux adapté au développement actif.
|
||||
|
||||
## Avec Python
|
||||
|
||||
Pour exécuter OpenHands en mode sans interface avec Python,
|
||||
[suivez les instructions de configuration de développement](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md),
|
||||
puis exécutez :
|
||||
|
||||
```bash
|
||||
poetry run python -m openhands.core.main -t "write a bash script that prints hi"
|
||||
```
|
||||
|
||||
Vous devrez vous assurer de définir votre modèle, votre clé API et d'autres paramètres via des variables d'environnement
|
||||
[ou le fichier `config.toml`](https://github.com/All-Hands-AI/OpenHands/blob/main/config.template.toml).
|
||||
|
||||
## Avec Docker
|
||||
|
||||
1. Définissez `WORKSPACE_BASE` sur le répertoire que vous voulez qu'OpenHands modifie :
|
||||
|
||||
```bash
|
||||
WORKSPACE_BASE=$(pwd)/workspace
|
||||
```
|
||||
|
||||
2. Définissez `LLM_MODEL` sur le modèle que vous voulez utiliser :
|
||||
|
||||
```bash
|
||||
LLM_MODEL="anthropic/claude-3-5-sonnet-20241022"
|
||||
|
||||
```
|
||||
|
||||
3. Définissez `LLM_API_KEY` sur votre clé API :
|
||||
|
||||
```bash
|
||||
LLM_API_KEY="sk_test_12345"
|
||||
```
|
||||
|
||||
4. Exécutez la commande Docker suivante :
|
||||
|
||||
```bash
|
||||
docker run -it \
|
||||
--pull=always \
|
||||
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.34-nikolaik \
|
||||
-e SANDBOX_USER_ID=$(id -u) \
|
||||
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
|
||||
-e LLM_API_KEY=$LLM_API_KEY \
|
||||
-e LLM_MODEL=$LLM_MODEL \
|
||||
-e LOG_ALL_EVENTS=true \
|
||||
-v $WORKSPACE_BASE:/opt/workspace_base \
|
||||
-v /var/run/docker.sock:/var/run/docker.sock \
|
||||
--add-host host.docker.internal:host-gateway \
|
||||
--name openhands-app-$(date +%Y%m%d%H%M%S) \
|
||||
docker.all-hands.dev/all-hands-ai/openhands:0.34 \
|
||||
python -m openhands.core.main -t "write a bash script that prints hi" --no-auto-continue
|
||||
```
|
||||
@@ -1,18 +0,0 @@
|
||||
|
||||
|
||||
# Persistance des données de session
|
||||
|
||||
Avec l'installation standard, les données de session sont stockées en mémoire. Actuellement, si le service OpenHands est redémarré,
|
||||
les sessions précédentes deviennent invalides (un nouveau secret est généré) et ne sont donc pas récupérables.
|
||||
|
||||
## Comment persister les données de session
|
||||
|
||||
### Workflow de développement
|
||||
Dans le fichier `config.toml`, spécifiez ce qui suit :
|
||||
```
|
||||
[core]
|
||||
...
|
||||
file_store="local"
|
||||
file_store_path="/absolute/path/to/openhands/cache/directory"
|
||||
jwt_secret="secretpass"
|
||||
```
|
||||
@@ -1,57 +0,0 @@
|
||||
|
||||
|
||||
# Exécution d'OpenHands
|
||||
|
||||
## Configuration système requise
|
||||
|
||||
* Docker version 26.0.0+ ou Docker Desktop 4.31.0+.
|
||||
* Vous devez utiliser Linux ou Mac OS.
|
||||
* Si vous êtes sous Windows, vous devez utiliser [WSL](https://learn.microsoft.com/en-us/windows/wsl/install).
|
||||
|
||||
## Démarrer l'application
|
||||
|
||||
La façon la plus simple d'exécuter OpenHands est avec Docker.
|
||||
|
||||
```bash
|
||||
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.34-nikolaik
|
||||
|
||||
docker run -it --rm --pull=always \
|
||||
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.34-nikolaik \
|
||||
-e LOG_ALL_EVENTS=true \
|
||||
-v /var/run/docker.sock:/var/run/docker.sock \
|
||||
-p 3000:3000 \
|
||||
--add-host host.docker.internal:host-gateway \
|
||||
--name openhands-app \
|
||||
docker.all-hands.dev/all-hands-ai/openhands:0.34
|
||||
```
|
||||
|
||||
Vous pouvez également exécuter OpenHands en mode [headless scriptable](https://docs.all-hands.dev/modules/usage/how-to/headless-mode), en tant que [CLI interactive](https://docs.all-hands.dev/modules/usage/how-to/cli-mode), ou en utilisant l'[Action GitHub OpenHands](https://docs.all-hands.dev/modules/usage/how-to/github-action).
|
||||
|
||||
## Configuration
|
||||
|
||||
Après avoir exécuté la commande ci-dessus, vous trouverez OpenHands en cours d'exécution à l'adresse [http://localhost:3000](http://localhost:3000).
|
||||
|
||||
Au lancement d'OpenHands, vous verrez une fenêtre modale de paramètres. Vous **devez** sélectionner un `Fournisseur LLM` et un `Modèle LLM`, et entrer une `Clé API` correspondante.
|
||||
Ces paramètres peuvent être modifiés à tout moment en sélectionnant le bouton `Paramètres` (icône d'engrenage) dans l'interface utilisateur.
|
||||
|
||||
Si le `Modèle LLM` requis n'existe pas dans la liste, vous pouvez activer les `Options avancées` et l'entrer manuellement avec le préfixe correct
|
||||
dans la zone de texte `Modèle personnalisé`.
|
||||
Les `Options avancées` vous permettent également de spécifier une `URL de base` si nécessaire.
|
||||
|
||||
<div style={{ display: 'flex', justifyContent: 'center', gap: '20px' }}>
|
||||
<img src="/img/settings-screenshot.png" alt="settings-modal" width="340" />
|
||||
<img src="/img/settings-advanced.png" alt="settings-modal" width="335" />
|
||||
</div>
|
||||
|
||||
## Versions
|
||||
|
||||
La commande ci-dessus récupère la version stable la plus récente d'OpenHands. Vous avez également d'autres options :
|
||||
- Pour une version spécifique, utilisez `docker.all-hands.dev/all-hands-ai/openhands:$VERSION`, en remplaçant $VERSION par le numéro de version.
|
||||
- Nous utilisons semver et publions des tags majeurs, mineurs et de patch. Ainsi, `0.9` pointera automatiquement vers la dernière version `0.9.x`, et `0` pointera vers la dernière version `0.x.x`.
|
||||
- Pour la version de développement la plus à jour, vous pouvez utiliser `docker.all-hands.dev/all-hands-ai/openhands:main`. Cette version est instable et n'est recommandée qu'à des fins de test ou de développement.
|
||||
|
||||
Vous pouvez choisir le tag qui convient le mieux à vos besoins en fonction des exigences de stabilité et des fonctionnalités souhaitées.
|
||||
|
||||
Pour le workflow de développement, consultez [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
|
||||
|
||||
Vous rencontrez des problèmes ? Consultez notre [Guide de dépannage](https://docs.all-hands.dev/modules/usage/troubleshooting).
|
||||
@@ -1,109 +0,0 @@
|
||||
---
|
||||
sidebar_position: 1
|
||||
---
|
||||
|
||||
# 💻 OpenHands
|
||||
|
||||
OpenHands est un **ingénieur logiciel IA autonome** capable d'exécuter des tâches d'ingénierie complexes et de collaborer activement avec les utilisateurs sur des projets de développement logiciel.
|
||||
Ce projet est entièrement open-source, vous pouvez donc l'utiliser et le modifier comme bon vous semble.
|
||||
|
||||
:::tip
|
||||
Explorez le code source d'OpenHands sur [GitHub](https://github.com/All-Hands-AI/OpenHands) ou rejoignez l'une de nos communautés !
|
||||
|
||||
<a href="https://github.com/All-Hands-AI/OpenHands/graphs/contributors">
|
||||
<img
|
||||
src="https://img.shields.io/github/contributors/All-Hands-AI/OpenHands?style=for-the-badge"
|
||||
alt="Contributors"
|
||||
/>
|
||||
</a>
|
||||
<a href="https://github.com/All-Hands-AI/OpenHands/network/members">
|
||||
<img
|
||||
src="https://img.shields.io/github/forks/All-Hands-AI/OpenHands?style=for-the-badge"
|
||||
alt="Forks"
|
||||
/>
|
||||
</a>
|
||||
<a href="https://github.com/All-Hands-AI/OpenHands/stargazers">
|
||||
<img
|
||||
src="https://img.shields.io/github/stars/All-Hands-AI/OpenHands?style=for-the-badge"
|
||||
alt="Stargazers"
|
||||
/>
|
||||
</a>
|
||||
<a href="https://github.com/All-Hands-AI/OpenHands/issues">
|
||||
<img
|
||||
src="https://img.shields.io/github/issues/All-Hands-AI/OpenHands?style=for-the-badge"
|
||||
alt="Issues"
|
||||
/>
|
||||
</a>
|
||||
<br></br>
|
||||
<a href="https://github.com/All-Hands-AI/OpenHands/blob/main/LICENSE">
|
||||
<img
|
||||
src="https://img.shields.io/github/license/All-Hands-AI/OpenHands?style=for-the-badge"
|
||||
alt="MIT License"
|
||||
/>
|
||||
</a>
|
||||
<br></br>
|
||||
<a href="https://join.slack.com/t/openhands-ai/shared_invite/zt-2ngejmfw6-9gW4APWOC9XUp1n~SiQ6iw">
|
||||
<img
|
||||
src="https://img.shields.io/badge/Slack-Join%20Us-red?logo=slack&logoColor=white&style=for-the-badge"
|
||||
alt="Join our Slack community"
|
||||
/>
|
||||
</a>
|
||||
<a href="https://discord.gg/ESHStjSjD4">
|
||||
<img
|
||||
src="https://img.shields.io/badge/Discord-Join%20Us-purple?logo=discord&logoColor=white&style=for-the-badge"
|
||||
alt="Join our Discord community"
|
||||
/>
|
||||
</a>
|
||||
:::
|
||||
|
||||
## 🛠️ Pour commencer
|
||||
|
||||
La manière la plus simple d'exécuter OpenHands est à l'intérieur d'un conteneur Docker. Il fonctionne mieux avec la version la plus récente de Docker, `26.0.0`.
|
||||
Vous devez utiliser Linux, Mac OS ou WSL sur Windows.
|
||||
|
||||
Pour démarrer OpenHands dans un conteneur docker, exécutez les commandes suivantes dans votre terminal :
|
||||
|
||||
:::warning
|
||||
Lorsque vous exécutez la commande suivante, les fichiers dans `./workspace` peuvent être modifiés ou supprimés.
|
||||
:::
|
||||
|
||||
```bash
|
||||
WORKSPACE_BASE=$(pwd)/workspace
|
||||
docker run -it \
|
||||
--pull=always \
|
||||
-e SANDBOX_USER_ID=$(id -u) \
|
||||
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
|
||||
-v $WORKSPACE_BASE:/opt/workspace_base \
|
||||
-v /var/run/docker.sock:/var/run/docker.sock \
|
||||
-p 3000:3000 \
|
||||
--add-host host.docker.internal:host-gateway \
|
||||
--name openhands-app-$(date +%Y%m%d%H%M%S) \
|
||||
ghcr.io/all-hands-ai/openhands:main
|
||||
```
|
||||
|
||||
Vous trouverez OpenHands fonctionnant à l'adresse [http://localhost:3000](http://localhost:3000) avec accès à `./workspace`. Pour qu'OpenHands fonctionne sur votre code, placez-le dans `./workspace`.
|
||||
|
||||
OpenHands n'aura accès qu'à ce dossier de workspace. Le reste de votre système ne sera pas affecté car il s'exécute dans un bac à sable sécurisé de docker.
|
||||
|
||||
:::tip
|
||||
Si vous souhaitez utiliser la version **(instable !)** la plus récente, vous pouvez utiliser `ghcr.io/all-hands-ai/openhands:main` comme image (dernière ligne).
|
||||
:::
|
||||
|
||||
Pour le workflow de développement, consultez [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
|
||||
|
||||
Avez-vous des problèmes ? Consultez notre [Guide de dépannage](https://docs.all-hands.dev/modules/usage/troubleshooting).
|
||||
|
||||
:::warning
|
||||
OpenHands est actuellement en cours de développement, mais vous pouvez déjà exécuter la version alpha pour voir le système de bout en bout en action.
|
||||
:::
|
||||
|
||||
[contributors-shield]: https://img.shields.io/github/contributors/All-Hands-AI/OpenHands?style=for-the-badge
|
||||
[contributors-url]: https://github.com/All-Hands-AI/OpenHands/graphs/contributors
|
||||
[forks-shield]: https://img.shields.io/github/forks/All-Hands-AI/OpenHands?style=for-the-badge
|
||||
[forks-url]: https://github.com/All-Hands-AI/OpenHands/network/members
|
||||
[stars-shield]: https://img.shields.io/github/stars/All-Hands-AI/OpenHands?style=for-the-badge
|
||||
[stars-url]: https://github.com/All-Hands-AI/OpenHands/stargazers
|
||||
[issues-shield]: https://img.shields.io/github/issues/All-Hands-AI/OpenHands?style=for-the-badge
|
||||
[issues-url]: https://github.com/All-Hands-AI/OpenHands/issues
|
||||
[license-shield]: https://img.shields.io/github/license/All-Hands-AI/OpenHands?style=for-the-badge
|
||||
[license-url]: https://github.com/All-Hands-AI/OpenHands/blob/main/LICENSE
|
||||
@@ -1,48 +0,0 @@
|
||||
|
||||
|
||||
# Azure
|
||||
|
||||
OpenHands utilise LiteLLM pour faire des appels aux modèles de chat d'Azure. Vous pouvez trouver leur documentation sur l'utilisation d'Azure comme fournisseur [ici](https://docs.litellm.ai/docs/providers/azure).
|
||||
|
||||
## Configuration d'Azure OpenAI
|
||||
|
||||
Lorsque vous exécutez OpenHands, vous devrez définir la variable d'environnement suivante en utilisant `-e` dans la
|
||||
[commande docker run](/modules/usage/installation#start-the-app) :
|
||||
|
||||
```
|
||||
LLM_API_VERSION="<api-version>" # par exemple "2023-05-15"
|
||||
```
|
||||
|
||||
Exemple :
|
||||
```bash
|
||||
docker run -it --pull=always \
|
||||
-e LLM_API_VERSION="2023-05-15"
|
||||
...
|
||||
```
|
||||
|
||||
Ensuite, définissez les éléments suivants dans l'interface utilisateur d'OpenHands via les paramètres :
|
||||
|
||||
:::note
|
||||
Vous aurez besoin du nom de votre déploiement ChatGPT qui peut être trouvé sur la page des déploiements dans Azure. Il est référencé comme
|
||||
<deployment-name> ci-dessous.
|
||||
:::
|
||||
|
||||
* Activez `Advanced Options`
|
||||
* `Custom Model` à azure/<deployment-name>
|
||||
* `Base URL` à votre URL de base de l'API Azure (par exemple `https://example-endpoint.openai.azure.com`)
|
||||
* `API Key` à votre clé API Azure
|
||||
|
||||
## Embeddings
|
||||
|
||||
OpenHands utilise llama-index pour les embeddings. Vous pouvez trouver leur documentation sur Azure [ici](https://docs.llamaindex.ai/en/stable/api_reference/embeddings/azure_openai/).
|
||||
|
||||
### Configuration d'Azure OpenAI
|
||||
|
||||
Lorsque vous exécutez OpenHands, définissez les variables d'environnement suivantes en utilisant `-e` dans la
|
||||
[commande docker run](/modules/usage/installation#start-the-app) :
|
||||
|
||||
```
|
||||
LLM_EMBEDDING_MODEL="azureopenai"
|
||||
LLM_EMBEDDING_DEPLOYMENT_NAME="<your-embedding-deployment-name>" # par exemple "TextEmbedding...<etc>"
|
||||
LLM_API_VERSION="<api-version>" # par exemple "2024-02-15-preview"
|
||||
```
|
||||
@@ -1,37 +0,0 @@
|
||||
# Azure OpenAI LLM
|
||||
|
||||
## Complétion
|
||||
|
||||
OpenHands utilise LiteLLM pour les appels de complétion. Vous pouvez trouver leur documentation sur Azure [ici](https://docs.litellm.ai/docs/providers/azure)
|
||||
|
||||
### Configurations openai Azure
|
||||
|
||||
Lors de l'exécution de l'image Docker OpenHands, vous devrez définir les variables d'environnement suivantes en utilisant `-e` :
|
||||
|
||||
```
|
||||
LLM_BASE_URL="<azure-api-base-url>" # e.g. "https://openai-gpt-4-test-v-1.openai.azure.com/"
|
||||
LLM_API_KEY="<azure-api-key>"
|
||||
LLM_MODEL="azure/<your-gpt-deployment-name>"
|
||||
LLM_API_VERSION = "<api-version>" # e.g. "2024-02-15-preview"
|
||||
```
|
||||
|
||||
:::note
|
||||
Vous pouvez trouver le nom de votre déploiement ChatGPT sur la page des déploiements sur Azure. Par défaut ou initialement, il pourrait être le même que le nom du modèle de chat (par exemple 'GPT4-1106-preview'), mais il n'est pas obligé de l'être. Exécutez OpenHands, et une fois chargé dans le navigateur, allez dans Paramètres et définissez le modèle comme suit : "azure/<your-actual-gpt-deployment-name>". Si ce n'est pas dans la liste, entrez votre propre texte et enregistrez-le.
|
||||
:::
|
||||
|
||||
## Embeddings
|
||||
|
||||
OpenHands utilise llama-index pour les embeddings. Vous pouvez trouver leur documentation sur Azure [ici](https://docs.llamaindex.ai/en/stable/api_reference/embeddings/azure_openai/)
|
||||
|
||||
### Configurations openai Azure
|
||||
|
||||
Le modèle utilisé pour les embeddings Azure OpenAI est "text-embedding-ada-002".
|
||||
Vous avez besoin du nom de déploiement correct pour ce modèle dans votre compte Azure.
|
||||
|
||||
Lors de l'exécution d'OpenHands dans Docker, définissez les variables d'environnement suivantes en utilisant `-e` :
|
||||
|
||||
```
|
||||
LLM_EMBEDDING_MODEL="azureopenai"
|
||||
LLM_EMBEDDING_DEPLOYMENT_NAME = "<your-embedding-deployment-name>" # e.g. "TextEmbedding...<etc>"
|
||||
LLM_API_VERSION = "<api-version>" # e.g. "2024-02-15-preview"
|
||||
```
|
||||
@@ -1,106 +0,0 @@
|
||||
# Configurations LLM personnalisées
|
||||
|
||||
OpenHands permet de définir plusieurs configurations LLM nommées dans votre fichier `config.toml`. Cette fonctionnalité vous permet d'utiliser différentes configurations LLM pour différents usages, comme utiliser un modèle moins coûteux pour les tâches qui ne nécessitent pas de réponses de haute qualité, ou utiliser différents modèles avec différents paramètres pour des agents spécifiques.
|
||||
|
||||
## Comment ça fonctionne
|
||||
|
||||
Les configurations LLM nommées sont définies dans le fichier `config.toml` en utilisant des sections qui commencent par `llm.`. Par exemple :
|
||||
|
||||
```toml
|
||||
# Configuration LLM par défaut
|
||||
[llm]
|
||||
model = "gpt-4"
|
||||
api_key = "votre-clé-api"
|
||||
temperature = 0.0
|
||||
|
||||
# Configuration LLM personnalisée pour un modèle moins coûteux
|
||||
[llm.gpt3]
|
||||
model = "gpt-3.5-turbo"
|
||||
api_key = "votre-clé-api"
|
||||
temperature = 0.2
|
||||
|
||||
# Une autre configuration personnalisée avec des paramètres différents
|
||||
[llm.haute-creativite]
|
||||
model = "gpt-4"
|
||||
api_key = "votre-clé-api"
|
||||
temperature = 0.8
|
||||
top_p = 0.9
|
||||
```
|
||||
|
||||
Chaque configuration nommée hérite de tous les paramètres de la section `[llm]` par défaut et peut remplacer n'importe lequel de ces paramètres. Vous pouvez définir autant de configurations personnalisées que nécessaire.
|
||||
|
||||
## Utilisation des configurations personnalisées
|
||||
|
||||
### Avec les agents
|
||||
|
||||
Vous pouvez spécifier quelle configuration LLM un agent doit utiliser en définissant le paramètre `llm_config` dans la section de configuration de l'agent :
|
||||
|
||||
```toml
|
||||
[agent.RepoExplorerAgent]
|
||||
# Utiliser la configuration GPT-3 moins coûteuse pour cet agent
|
||||
llm_config = 'gpt3'
|
||||
|
||||
[agent.CodeWriterAgent]
|
||||
# Utiliser la configuration haute créativité pour cet agent
|
||||
llm_config = 'haute-creativite'
|
||||
```
|
||||
|
||||
### Options de configuration
|
||||
|
||||
Chaque configuration LLM nommée prend en charge toutes les mêmes options que la configuration LLM par défaut. Celles-ci incluent :
|
||||
|
||||
- Sélection du modèle (`model`)
|
||||
- Configuration de l'API (`api_key`, `base_url`, etc.)
|
||||
- Paramètres du modèle (`temperature`, `top_p`, etc.)
|
||||
- Paramètres de nouvelle tentative (`num_retries`, `retry_multiplier`, etc.)
|
||||
- Limites de jetons (`max_input_tokens`, `max_output_tokens`)
|
||||
- Et toutes les autres options de configuration LLM
|
||||
|
||||
Pour une liste complète des options disponibles, consultez la section Configuration LLM dans la documentation des [Options de configuration](../configuration-options).
|
||||
|
||||
## Cas d'utilisation
|
||||
|
||||
Les configurations LLM personnalisées sont particulièrement utiles dans plusieurs scénarios :
|
||||
|
||||
- **Optimisation des coûts** : Utiliser des modèles moins coûteux pour les tâches qui ne nécessitent pas de réponses de haute qualité, comme l'exploration de dépôt ou les opérations simples sur les fichiers.
|
||||
- **Réglage spécifique aux tâches** : Configurer différentes valeurs de température et de top_p pour les tâches qui nécessitent différents niveaux de créativité ou de déterminisme.
|
||||
- **Différents fournisseurs** : Utiliser différents fournisseurs LLM ou points d'accès API pour différentes tâches.
|
||||
- **Tests et développement** : Basculer facilement entre différentes configurations de modèles pendant le développement et les tests.
|
||||
|
||||
## Exemple : Optimisation des coûts
|
||||
|
||||
Un exemple pratique d'utilisation des configurations LLM personnalisées pour optimiser les coûts :
|
||||
|
||||
```toml
|
||||
# Configuration par défaut utilisant GPT-4 pour des réponses de haute qualité
|
||||
[llm]
|
||||
model = "gpt-4"
|
||||
api_key = "votre-clé-api"
|
||||
temperature = 0.0
|
||||
|
||||
# Configuration moins coûteuse pour l'exploration de dépôt
|
||||
[llm.repo-explorer]
|
||||
model = "gpt-3.5-turbo"
|
||||
temperature = 0.2
|
||||
|
||||
# Configuration pour la génération de code
|
||||
[llm.code-gen]
|
||||
model = "gpt-4"
|
||||
temperature = 0.0
|
||||
max_output_tokens = 2000
|
||||
|
||||
[agent.RepoExplorerAgent]
|
||||
llm_config = 'repo-explorer'
|
||||
|
||||
[agent.CodeWriterAgent]
|
||||
llm_config = 'code-gen'
|
||||
```
|
||||
|
||||
Dans cet exemple :
|
||||
- L'exploration de dépôt utilise un modèle moins coûteux car il s'agit principalement de comprendre et de naviguer dans le code
|
||||
- La génération de code utilise GPT-4 avec une limite de jetons plus élevée pour générer des blocs de code plus importants
|
||||
- La configuration par défaut reste disponible pour les autres tâches
|
||||
|
||||
:::note
|
||||
Les configurations LLM personnalisées ne sont disponibles que lors de l'utilisation d'OpenHands en mode développement, via `main.py` ou `cli.py`. Lors de l'exécution via `docker run`, veuillez utiliser les options de configuration standard.
|
||||
:::
|
||||
@@ -1,31 +0,0 @@
|
||||
|
||||
|
||||
# Google Gemini/Vertex
|
||||
|
||||
OpenHands utilise LiteLLM pour faire des appels aux modèles de chat de Google. Vous pouvez trouver leur documentation sur l'utilisation de Google comme fournisseur :
|
||||
|
||||
- [Gemini - Google AI Studio](https://docs.litellm.ai/docs/providers/gemini)
|
||||
- [VertexAI - Google Cloud Platform](https://docs.litellm.ai/docs/providers/vertex)
|
||||
|
||||
## Configurations de Gemini - Google AI Studio
|
||||
|
||||
Lors de l'exécution d'OpenHands, vous devrez définir les éléments suivants dans l'interface utilisateur d'OpenHands via les paramètres :
|
||||
* `LLM Provider` à `Gemini`
|
||||
* `LLM Model` au modèle que vous utiliserez.
|
||||
Si le modèle ne figure pas dans la liste, activez `Advanced Options` et entrez-le dans `Custom Model` (par exemple, gemini/<model-name> comme `gemini/gemini-1.5-pro`).
|
||||
* `API Key` à votre clé API Gemini
|
||||
|
||||
## Configurations de VertexAI - Google Cloud Platform
|
||||
|
||||
Pour utiliser Vertex AI via Google Cloud Platform lors de l'exécution d'OpenHands, vous devrez définir les variables d'environnement suivantes en utilisant `-e` dans la [commande docker run](/modules/usage/installation#start-the-app) :
|
||||
|
||||
```
|
||||
GOOGLE_APPLICATION_CREDENTIALS="<json-dump-of-gcp-service-account-json>"
|
||||
VERTEXAI_PROJECT="<your-gcp-project-id>"
|
||||
VERTEXAI_LOCATION="<your-gcp-location>"
|
||||
```
|
||||
|
||||
Ensuite, définissez les éléments suivants dans l'interface utilisateur d'OpenHands via les paramètres :
|
||||
* `LLM Provider` à `VertexAI`
|
||||
* `LLM Model` au modèle que vous utiliserez.
|
||||
Si le modèle ne figure pas dans la liste, activez `Advanced Options` et entrez-le dans `Custom Model` (par exemple, vertex_ai/<model-name>).
|
||||
@@ -1,28 +0,0 @@
|
||||
# Google Gemini/Vertex LLM
|
||||
|
||||
## Complétion
|
||||
|
||||
OpenHands utilise LiteLLM pour les appels de complétion. Les ressources suivantes sont pertinentes pour utiliser OpenHands avec les LLMs de Google :
|
||||
|
||||
- [Gemini - Google AI Studio](https://docs.litellm.ai/docs/providers/gemini)
|
||||
- [VertexAI - Google Cloud Platform](https://docs.litellm.ai/docs/providers/vertex)
|
||||
|
||||
### Configurations de Gemini - Google AI Studio
|
||||
|
||||
Pour utiliser Gemini via Google AI Studio lors de l'exécution de l'image Docker d'OpenHands, vous devez définir les variables d'environnement suivantes en utilisant `-e` :
|
||||
|
||||
```
|
||||
GEMINI_API_KEY="<votre-cle-api-google>"
|
||||
LLM_MODEL="gemini/gemini-1.5-pro"
|
||||
```
|
||||
|
||||
### Configurations de Vertex AI - Google Cloud Platform
|
||||
|
||||
Pour utiliser Vertex AI via Google Cloud Platform lors de l'exécution de l'image Docker d'OpenHands, vous devez définir les variables d'environnement suivantes en utilisant `-e` :
|
||||
|
||||
```
|
||||
GOOGLE_APPLICATION_CREDENTIALS="<dump-json-du-compte-de-service-gcp-json>"
|
||||
VERTEXAI_PROJECT="<votre-id-de-projet-gcp>"
|
||||
VERTEXAI_LOCATION="<votre-localisation-gcp>"
|
||||
LLM_MODEL="vertex_ai/<modele-llm-desire>"
|
||||
```
|
||||
@@ -1,22 +0,0 @@
|
||||
|
||||
|
||||
# Groq
|
||||
|
||||
OpenHands utilise LiteLLM pour faire des appels aux modèles de chat sur Groq. Vous pouvez trouver leur documentation sur l'utilisation de Groq comme fournisseur [ici](https://docs.litellm.ai/docs/providers/groq).
|
||||
|
||||
## Configuration
|
||||
|
||||
Lorsque vous exécutez OpenHands, vous devrez définir les éléments suivants dans l'interface utilisateur d'OpenHands via les paramètres :
|
||||
* `LLM Provider` à `Groq`
|
||||
* `LLM Model` au modèle que vous utiliserez. [Visitez ici pour voir la liste des modèles hébergés par Groq](https://console.groq.com/docs/models). Si le modèle n'est pas dans la liste, activez les `Advanced Options` et entrez-le dans `Custom Model` (par exemple, groq/<model-name> comme `groq/llama3-70b-8192`).
|
||||
* `API key` à votre clé API Groq. Pour trouver ou créer votre clé API Groq, [voir ici](https://console.groq.com/keys).
|
||||
|
||||
|
||||
|
||||
## Utilisation de Groq comme point de terminaison compatible OpenAI
|
||||
|
||||
Le point de terminaison Groq pour la complétion de chat est [principalement compatible OpenAI](https://console.groq.com/docs/openai). Par conséquent, vous pouvez accéder aux modèles Groq comme vous le feriez pour n'importe quel point de terminaison compatible OpenAI. Vous pouvez définir les éléments suivants dans l'interface utilisateur d'OpenHands via les paramètres :
|
||||
* Activer les `Advanced Options`
|
||||
* `Custom Model` au préfixe `openai/` + le modèle que vous utiliserez (par exemple, `openai/llama3-70b-8192`)
|
||||
* `Base URL` à `https://api.groq.com/openai/v1`
|
||||
* `API Key` à votre clé API Groq
|
||||
@@ -1,22 +0,0 @@
|
||||
|
||||
|
||||
# Proxy LiteLLM
|
||||
|
||||
OpenHands prend en charge l'utilisation du [proxy LiteLLM](https://docs.litellm.ai/docs/proxy/quick_start) pour accéder à divers fournisseurs de LLM.
|
||||
|
||||
## Configuration
|
||||
|
||||
Pour utiliser le proxy LiteLLM avec OpenHands, vous devez :
|
||||
|
||||
1. Configurer un serveur proxy LiteLLM (voir la [documentation LiteLLM](https://docs.litellm.ai/docs/proxy/quick_start))
|
||||
2. Lors de l'exécution d'OpenHands, vous devrez définir les éléments suivants dans l'interface utilisateur d'OpenHands via les paramètres :
|
||||
* Activer les `Options avancées`
|
||||
* `Custom Model` au préfixe `litellm_proxy/` + le modèle que vous utiliserez (par exemple, `litellm_proxy/anthropic.claude-3-5-sonnet-20241022-v2:0`)
|
||||
* `Base URL` à l'URL de votre proxy LiteLLM (par exemple, `https://your-litellm-proxy.com`)
|
||||
* `API Key` à votre clé API du proxy LiteLLM
|
||||
|
||||
## Modèles pris en charge
|
||||
|
||||
Les modèles pris en charge dépendent de la configuration de votre proxy LiteLLM. OpenHands prend en charge tous les modèles que votre proxy LiteLLM est configuré pour gérer.
|
||||
|
||||
Reportez-vous à la configuration de votre proxy LiteLLM pour obtenir la liste des modèles disponibles et leurs noms.
|
||||
@@ -1,84 +0,0 @@
|
||||
|
||||
|
||||
# 🤖 Backends LLM
|
||||
|
||||
OpenHands peut se connecter à n'importe quel LLM supporté par LiteLLM. Cependant, il nécessite un modèle puissant pour fonctionner.
|
||||
|
||||
## Recommandations de modèles
|
||||
|
||||
Sur la base de nos évaluations des modèles de langage pour les tâches de codage (en utilisant le jeu de données SWE-bench), nous pouvons fournir quelques recommandations pour la sélection des modèles. Certaines analyses peuvent être trouvées dans [cet article de blog comparant les LLM](https://www.all-hands.dev/blog/evaluation-of-llms-as-coding-agents-on-swe-bench-at-30x-speed) et [cet article de blog avec des résultats plus récents](https://www.all-hands.dev/blog/openhands-codeact-21-an-open-state-of-the-art-software-development-agent).
|
||||
|
||||
Lors du choix d'un modèle, considérez à la fois la qualité des sorties et les coûts associés. Voici un résumé des résultats :
|
||||
|
||||
- Claude 3.5 Sonnet est le meilleur de loin, atteignant un taux de résolution de 53% sur SWE-Bench Verified avec l'agent par défaut dans OpenHands.
|
||||
- GPT-4o est à la traîne, et o1-mini a en fait obtenu des performances légèrement inférieures à celles de GPT-4o. Nous avons analysé les résultats un peu, et brièvement, il semblait que o1 "réfléchissait trop" parfois, effectuant des tâches de configuration d'environnement supplémentaires alors qu'il aurait pu simplement aller de l'avant et terminer la tâche.
|
||||
- Enfin, les modèles ouverts les plus puissants étaient Llama 3.1 405 B et deepseek-v2.5, et ils ont obtenu des performances raisonnables, surpassant même certains des modèles fermés.
|
||||
|
||||
Veuillez vous référer à [l'article complet](https://www.all-hands.dev/blog/evaluation-of-llms-as-coding-agents-on-swe-bench-at-30x-speed) pour plus de détails.
|
||||
|
||||
Sur la base de ces résultats et des commentaires de la communauté, il a été vérifié que les modèles suivants fonctionnent raisonnablement bien avec OpenHands :
|
||||
|
||||
- claude-3-5-sonnet (recommandé)
|
||||
- gpt-4 / gpt-4o
|
||||
- llama-3.1-405b
|
||||
- deepseek-v2.5
|
||||
|
||||
:::warning
|
||||
OpenHands enverra de nombreuses invites au LLM que vous configurez. La plupart de ces LLM sont payants, alors assurez-vous de définir des limites de dépenses et de surveiller l'utilisation.
|
||||
:::
|
||||
|
||||
Si vous avez réussi à exécuter OpenHands avec des LLM spécifiques qui ne figurent pas dans la liste, veuillez les ajouter à la liste vérifiée. Nous vous encourageons également à ouvrir une PR pour partager votre processus de configuration afin d'aider les autres utilisant le même fournisseur et LLM !
|
||||
|
||||
Pour une liste complète des fournisseurs et des modèles disponibles, veuillez consulter la [documentation litellm](https://docs.litellm.ai/docs/providers).
|
||||
|
||||
:::note
|
||||
La plupart des modèles locaux et open source actuels ne sont pas aussi puissants. Lors de l'utilisation de tels modèles, vous pouvez constater de longs temps d'attente entre les messages, des réponses médiocres ou des erreurs concernant du JSON mal formé. OpenHands ne peut être aussi puissant que les modèles qui le pilotent. Cependant, si vous en trouvez qui fonctionnent, veuillez les ajouter à la liste vérifiée ci-dessus.
|
||||
:::
|
||||
|
||||
## Configuration LLM
|
||||
|
||||
Les éléments suivants peuvent être définis dans l'interface utilisateur d'OpenHands via les paramètres :
|
||||
|
||||
- `Fournisseur LLM`
|
||||
- `Modèle LLM`
|
||||
- `Clé API`
|
||||
- `URL de base` (via `Paramètres avancés`)
|
||||
|
||||
Il existe certains paramètres qui peuvent être nécessaires pour certains LLM/fournisseurs et qui ne peuvent pas être définis via l'interface utilisateur. Au lieu de cela, ils peuvent être définis via des variables d'environnement passées à la [commande docker run](/modules/usage/installation#start-the-app) en utilisant `-e` :
|
||||
|
||||
- `LLM_API_VERSION`
|
||||
- `LLM_EMBEDDING_MODEL`
|
||||
- `LLM_EMBEDDING_DEPLOYMENT_NAME`
|
||||
- `LLM_DROP_PARAMS`
|
||||
- `LLM_DISABLE_VISION`
|
||||
- `LLM_CACHING_PROMPT`
|
||||
|
||||
Nous avons quelques guides pour exécuter OpenHands avec des fournisseurs de modèles spécifiques :
|
||||
|
||||
- [Azure](llms/azure-llms)
|
||||
- [Google](llms/google-llms)
|
||||
- [Groq](llms/groq)
|
||||
- [LiteLLM Proxy](llms/litellm-proxy)
|
||||
- [OpenAI](llms/openai-llms)
|
||||
- [OpenRouter](llms/openrouter)
|
||||
|
||||
### Nouvelles tentatives d'API et limites de débit
|
||||
|
||||
Les fournisseurs de LLM ont généralement des limites de débit, parfois très basses, et peuvent nécessiter de nouvelles tentatives. OpenHands réessaiera automatiquement les requêtes s'il reçoit une erreur de limite de débit (code d'erreur 429), une erreur de connexion API ou d'autres erreurs transitoires.
|
||||
|
||||
Vous pouvez personnaliser ces options selon vos besoins pour le fournisseur que vous utilisez. Consultez leur documentation et définissez les variables d'environnement suivantes pour contrôler le nombre de nouvelles tentatives et le temps entre les tentatives :
|
||||
|
||||
- `LLM_NUM_RETRIES` (Par défaut 8)
|
||||
- `LLM_RETRY_MIN_WAIT` (Par défaut 15 secondes)
|
||||
- `LLM_RETRY_MAX_WAIT` (Par défaut 120 secondes)
|
||||
- `LLM_RETRY_MULTIPLIER` (Par défaut 2)
|
||||
|
||||
Si vous exécutez OpenHands en mode développement, vous pouvez également définir ces options dans le fichier `config.toml` :
|
||||
|
||||
```toml
|
||||
[llm]
|
||||
num_retries = 8
|
||||
retry_min_wait = 15
|
||||
retry_max_wait = 120
|
||||
retry_multiplier = 2
|
||||
```
|
||||
@@ -1,193 +0,0 @@
|
||||
|
||||
|
||||
# LLM local avec Ollama
|
||||
|
||||
:::warning
|
||||
Lors de l'utilisation d'un LLM local, OpenHands peut avoir des fonctionnalités limitées.
|
||||
:::
|
||||
|
||||
Assurez-vous que le serveur Ollama est opérationnel.
|
||||
Pour des instructions détaillées sur le démarrage, référez-vous à [ici](https://github.com/ollama/ollama).
|
||||
|
||||
Ce guide suppose que vous avez démarré ollama avec `ollama serve`. Si vous exécutez ollama différemment (par exemple dans docker), les instructions peuvent nécessiter des modifications. Veuillez noter que si vous utilisez WSL, la configuration par défaut d'ollama bloque les requêtes provenant des conteneurs docker. Voir [ici](#configuring-ollama-service-wsl-fr).
|
||||
|
||||
## Récupérer les modèles
|
||||
|
||||
Les noms des modèles Ollama peuvent être trouvés [ici](https://ollama.com/library). Pour un petit exemple, vous pouvez utiliser le modèle `codellama:7b`. Les modèles plus gros auront généralement de meilleures performances.
|
||||
|
||||
```bash
|
||||
ollama pull codellama:7b
|
||||
```
|
||||
|
||||
Vous pouvez vérifier quels modèles vous avez téléchargés comme ceci :
|
||||
|
||||
```bash
|
||||
~$ ollama list
|
||||
NAME ID SIZE MODIFIED
|
||||
codellama:7b 8fdf8f752f6e 3.8 GB 6 weeks ago
|
||||
mistral:7b-instruct-v0.2-q4_K_M eb14864c7427 4.4 GB 2 weeks ago
|
||||
starcoder2:latest f67ae0f64584 1.7 GB 19 hours ago
|
||||
```
|
||||
|
||||
## Exécuter OpenHands avec Docker
|
||||
|
||||
### Démarrer OpenHands
|
||||
Utilisez les instructions [ici](../getting-started) pour démarrer OpenHands en utilisant Docker.
|
||||
Mais lorsque vous exécutez `docker run`, vous devrez ajouter quelques arguments supplémentaires :
|
||||
|
||||
```bash
|
||||
docker run # ...
|
||||
--add-host host.docker.internal:host-gateway \
|
||||
-e LLM_OLLAMA_BASE_URL="http://host.docker.internal:11434" \
|
||||
# ...
|
||||
```
|
||||
|
||||
LLM_OLLAMA_BASE_URL est optionnel. Si vous le définissez, il sera utilisé pour afficher
|
||||
les modèles installés disponibles dans l'interface utilisateur.
|
||||
|
||||
|
||||
### Configurer l'application Web
|
||||
|
||||
Lors de l'exécution d'`openhands`, vous devrez définir les éléments suivants dans l'interface utilisateur d'OpenHands via les paramètres :
|
||||
- le modèle à "ollama/<nom-du-modèle>"
|
||||
- l'URL de base à `http://host.docker.internal:11434`
|
||||
- la clé API est optionnelle, vous pouvez utiliser n'importe quelle chaîne, comme `ollama`.
|
||||
|
||||
|
||||
## Exécuter OpenHands en mode développement
|
||||
|
||||
### Compiler à partir du code source
|
||||
|
||||
Utilisez les instructions dans [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md) pour compiler OpenHands.
|
||||
Assurez-vous que `config.toml` est présent en exécutant `make setup-config` qui en créera un pour vous. Dans `config.toml`, entrez ce qui suit :
|
||||
|
||||
```
|
||||
[core]
|
||||
workspace_base="./workspace"
|
||||
|
||||
[llm]
|
||||
embedding_model="local"
|
||||
ollama_base_url="http://localhost:11434"
|
||||
|
||||
```
|
||||
|
||||
Terminé ! Vous pouvez maintenant démarrer OpenHands avec : `make run`. Vous devriez maintenant pouvoir vous connecter à `http://localhost:3000/`
|
||||
|
||||
### Configurer l'application Web
|
||||
|
||||
Dans l'interface utilisateur d'OpenHands, cliquez sur la roue des paramètres dans le coin inférieur gauche.
|
||||
Ensuite, dans le champ `Model`, entrez `ollama/codellama:7b`, ou le nom du modèle que vous avez récupéré précédemment.
|
||||
S'il n'apparaît pas dans la liste déroulante, activez `Advanced Settings` et tapez-le. Veuillez noter : vous avez besoin du nom du modèle tel qu'il est listé par `ollama list`, avec le préfixe `ollama/`.
|
||||
|
||||
Dans le champ API Key, entrez `ollama` ou n'importe quelle valeur, puisque vous n'avez pas besoin d'une clé particulière.
|
||||
|
||||
Dans le champ Base URL, entrez `http://localhost:11434`.
|
||||
|
||||
Et maintenant vous êtes prêt à démarrer !
|
||||
|
||||
## Configurer le service ollama (WSL) {#configuring-ollama-service-wsl-fr}
|
||||
|
||||
La configuration par défaut d'ollama dans WSL ne sert que localhost. Cela signifie que vous ne pouvez pas y accéder depuis un conteneur docker. Par ex. cela ne fonctionnera pas avec OpenHands. Testons d'abord qu'ollama fonctionne correctement.
|
||||
|
||||
```bash
|
||||
ollama list # obtenir la liste des modèles installés
|
||||
curl http://localhost:11434/api/generate -d '{"model":"[NOM]","prompt":"hi"}'
|
||||
#ex. curl http://localhost:11434/api/generate -d '{"model":"codellama:7b","prompt":"hi"}'
|
||||
#ex. curl http://localhost:11434/api/generate -d '{"model":"codellama","prompt":"hi"}' #le tag est optionnel s'il n'y en a qu'un
|
||||
```
|
||||
|
||||
Une fois cela fait, testez qu'il autorise les requêtes "extérieures", comme celles provenant d'un conteneur docker.
|
||||
|
||||
```bash
|
||||
docker ps # obtenir la liste des conteneurs docker en cours d'exécution, pour un test plus précis choisissez le conteneur sandbox OpenHands.
|
||||
docker exec [ID CONTENEUR] curl http://host.docker.internal:11434/api/generate -d '{"model":"[NOM]","prompt":"hi"}'
|
||||
#ex. docker exec cd9cc82f7a11 curl http://host.docker.internal:11434/api/generate -d '{"model":"codellama","prompt":"hi"}'
|
||||
```
|
||||
|
||||
## Résoudre le problème
|
||||
|
||||
Maintenant, faisons en sorte que cela fonctionne. Modifiez /etc/systemd/system/ollama.service avec des privilèges sudo. (Le chemin peut varier selon la distribution Linux)
|
||||
|
||||
```bash
|
||||
sudo vi /etc/systemd/system/ollama.service
|
||||
```
|
||||
|
||||
ou
|
||||
|
||||
```bash
|
||||
sudo nano /etc/systemd/system/ollama.service
|
||||
```
|
||||
|
||||
Dans le bloc [Service], ajoutez ces lignes
|
||||
|
||||
```
|
||||
Environment="OLLAMA_HOST=0.0.0.0:11434"
|
||||
Environment="OLLAMA_ORIGINS=*"
|
||||
```
|
||||
|
||||
Ensuite, sauvegardez, rechargez la configuration et redémarrez le service.
|
||||
|
||||
```bash
|
||||
sudo systemctl daemon-reload
|
||||
sudo systemctl restart ollama
|
||||
```
|
||||
|
||||
Enfin, testez qu'ollama est accessible depuis le conteneur
|
||||
|
||||
```bash
|
||||
ollama list # obtenir la liste des modèles installés
|
||||
docker ps # obtenir la liste des conteneurs docker en cours d'exécution, pour un test plus précis choisissez le conteneur sandbox OpenHands.
|
||||
docker exec [ID CONTENEUR] curl http://host.docker.internal:11434/api/generate -d '{"model":"[NOM]","prompt":"hi"}'
|
||||
```
|
||||
|
||||
|
||||
# LLM local avec LM Studio
|
||||
|
||||
Étapes pour configurer LM Studio :
|
||||
1. Ouvrez LM Studio
|
||||
2. Allez dans l'onglet Serveur local.
|
||||
3. Cliquez sur le bouton "Démarrer le serveur".
|
||||
4. Sélectionnez le modèle que vous souhaitez utiliser dans la liste déroulante.
|
||||
|
||||
|
||||
Définissez les configurations suivantes :
|
||||
```bash
|
||||
LLM_MODEL="openai/lmstudio"
|
||||
LLM_BASE_URL="http://localhost:1234/v1"
|
||||
CUSTOM_LLM_PROVIDER="openai"
|
||||
```
|
||||
|
||||
### Docker
|
||||
|
||||
```bash
|
||||
docker run # ...
|
||||
-e LLM_MODEL="openai/lmstudio" \
|
||||
-e LLM_BASE_URL="http://host.docker.internal:1234/v1" \
|
||||
-e CUSTOM_LLM_PROVIDER="openai" \
|
||||
# ...
|
||||
```
|
||||
|
||||
Vous devriez maintenant pouvoir vous connecter à `http://localhost:3000/`
|
||||
|
||||
Dans l'environnement de développement, vous pouvez définir les configurations suivantes dans le fichier `config.toml` :
|
||||
|
||||
```
|
||||
[core]
|
||||
workspace_base="./workspace"
|
||||
|
||||
[llm]
|
||||
model="openai/lmstudio"
|
||||
base_url="http://localhost:1234/v1"
|
||||
custom_llm_provider="openai"
|
||||
```
|
||||
|
||||
Terminé ! Vous pouvez maintenant démarrer OpenHands avec : `make run` sans Docker. Vous devriez maintenant pouvoir vous connecter à `http://localhost:3000/`
|
||||
|
||||
# Note
|
||||
|
||||
Pour WSL, exécutez les commandes suivantes dans cmd pour configurer le mode réseau en miroir :
|
||||
|
||||
```
|
||||
python -c "print('[wsl2]\nnetworkingMode=mirrored',file=open(r'%UserProfile%\.wslconfig','w'))"
|
||||
wsl --shutdown
|
||||
```
|
||||
@@ -1,141 +0,0 @@
|
||||
# LLM Local avec Ollama
|
||||
|
||||
Assurez-vous que le serveur Ollama est en cours d'exécution.
|
||||
Pour des instructions détaillées de démarrage, consultez [ici](https://github.com/ollama/ollama)
|
||||
|
||||
Ce guide suppose que vous avez démarré ollama avec `ollama serve`. Si vous exécutez ollama différemment (par exemple, à l'intérieur de docker), les instructions pourraient devoir être modifiées. Veuillez noter que si vous utilisez WSL, la configuration par défaut de ollama bloque les requêtes des conteneurs docker. Voir [ici](#configuring-ollama-service-fr).
|
||||
|
||||
## Télécharger des modèles
|
||||
|
||||
Les noms des modèles Ollama peuvent être trouvés [ici](https://ollama.com/library). Pour un petit exemple, vous pouvez utiliser
|
||||
le modèle `codellama:7b`. Des modèles plus grands offriront généralement de meilleures performances.
|
||||
|
||||
```bash
|
||||
ollama pull codellama:7b
|
||||
```
|
||||
|
||||
vous pouvez vérifier quels modèles vous avez téléchargés de cette manière :
|
||||
|
||||
```bash
|
||||
~$ ollama list
|
||||
NAME ID SIZE MODIFIED
|
||||
codellama:7b 8fdf8f752f6e 3.8 GB 6 weeks ago
|
||||
mistral:7b-instruct-v0.2-q4_K_M eb14864c7427 4.4 GB 2 weeks ago
|
||||
starcoder2:latest f67ae0f64584 1.7 GB 19 hours ago
|
||||
```
|
||||
|
||||
## Démarrer OpenHands
|
||||
|
||||
### Docker
|
||||
|
||||
Utilisez les instructions [ici](../intro) pour démarrer OpenHands en utilisant Docker.
|
||||
Mais lors de l'exécution de `docker run`, vous devrez ajouter quelques arguments supplémentaires :
|
||||
|
||||
```bash
|
||||
--add-host host.docker.internal:host-gateway \
|
||||
-e LLM_API_KEY="ollama" \
|
||||
-e LLM_BASE_URL="http://host.docker.internal:11434" \
|
||||
```
|
||||
|
||||
Par exemple :
|
||||
|
||||
```bash
|
||||
# Le répertoire que vous souhaitez qu'OpenHands modifie. DOIT être un chemin absolu !
|
||||
export WORKSPACE_BASE=$(pwd)/workspace
|
||||
|
||||
docker run \
|
||||
-it \
|
||||
--pull=always \
|
||||
--add-host host.docker.internal:host-gateway \
|
||||
-e SANDBOX_USER_ID=$(id -u) \
|
||||
-e LLM_API_KEY="ollama" \
|
||||
-e LLM_BASE_URL="http://host.docker.internal:11434" \
|
||||
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
|
||||
-v $WORKSPACE_BASE:/opt/workspace_base \
|
||||
-v /var/run/docker.sock:/var/run/docker.sock \
|
||||
-p 3000:3000 \
|
||||
ghcr.io/all-hands-ai/openhands:main
|
||||
```
|
||||
|
||||
Vous devriez maintenant pouvoir vous connecter à `http://localhost:3000/`
|
||||
|
||||
### Compiler à partir des sources
|
||||
|
||||
Utilisez les instructions dans [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md) pour compiler OpenHands.
|
||||
Assurez-vous que `config.toml` soit présent en exécutant `make setup-config` qui en créera un pour vous. Dans `config.toml`, saisissez les éléments suivants :
|
||||
|
||||
```
|
||||
LLM_MODEL="ollama/codellama:7b"
|
||||
LLM_API_KEY="ollama"
|
||||
LLM_EMBEDDING_MODEL="local"
|
||||
LLM_BASE_URL="http://localhost:11434"
|
||||
WORKSPACE_BASE="./workspace"
|
||||
WORKSPACE_DIR="$(pwd)/workspace"
|
||||
```
|
||||
|
||||
Remplacez `LLM_MODEL` par celui de votre choix si nécessaire.
|
||||
|
||||
Fini ! Vous pouvez maintenant démarrer OpenHands avec : `make run` sans Docker. Vous devriez maintenant pouvoir vous connecter à `http://localhost:3000/`
|
||||
|
||||
## Sélection de votre modèle
|
||||
|
||||
Dans l'interface OpenHands, cliquez sur l'icône des paramètres en bas à gauche.
|
||||
Ensuite, dans l'entrée `Model`, saisissez `ollama/codellama:7b`, ou le nom du modèle que vous avez téléchargé précédemment.
|
||||
S'il n'apparaît pas dans un menu déroulant, ce n'est pas grave, tapez-le simplement. Cliquez sur Enregistrer lorsque vous avez terminé.
|
||||
|
||||
Et maintenant, vous êtes prêt à démarrer !
|
||||
|
||||
## Configuration du service ollama (WSL){#configuring-ollama-service-fr}
|
||||
|
||||
La configuration par défaut pour ollama sous WSL ne sert que localhost. Cela signifie que vous ne pouvez pas l'atteindre depuis un conteneur docker, par exemple, il ne fonctionnera pas avec OpenHands. Testons d'abord que ollama est en cours d'exécution correctement.
|
||||
|
||||
```bash
|
||||
ollama list # obtenir la liste des modèles installés
|
||||
curl http://localhost:11434/api/generate -d '{"model":"[NAME]","prompt":"hi"}'
|
||||
#ex. curl http://localhost:11434/api/generate -d '{"model":"codellama:7b","prompt":"hi"}'
|
||||
#ex. curl http://localhost:11434/api/generate -d '{"model":"codellama","prompt":"hi"}' #le tag est optionnel s'il n'y en a qu'un seul
|
||||
```
|
||||
|
||||
Une fois cela fait, testez qu'il accepte les requêtes "externes", comme celles provenant d'un conteneur docker.
|
||||
|
||||
```bash
|
||||
docker ps # obtenir la liste des conteneurs docker en cours d'exécution, pour un test le plus précis choisissez le conteneur de sandbox OpenHands.
|
||||
docker exec [CONTAINER ID] curl http://host.docker.internal:11434/api/generate -d '{"model":"[NAME]","prompt":"hi"}'
|
||||
#ex. docker exec cd9cc82f7a11 curl http://host.docker.internal:11434/api/generate -d '{"model":"codellama","prompt":"hi"}'
|
||||
```
|
||||
|
||||
## Correction
|
||||
|
||||
Maintenant faisons en sorte que cela fonctionne. Modifiez /etc/systemd/system/ollama.service avec les privilèges sudo. (Le chemin peut varier selon la distribution Linux)
|
||||
|
||||
```bash
|
||||
sudo vi /etc/systemd/system/ollama.service
|
||||
```
|
||||
|
||||
ou
|
||||
|
||||
```bash
|
||||
sudo nano /etc/systemd/system/ollama.service
|
||||
```
|
||||
|
||||
Dans la section [Service], ajoutez ces lignes
|
||||
|
||||
```
|
||||
Environment="OLLAMA_HOST=0.0.0.0:11434"
|
||||
Environment="OLLAMA_ORIGINS=*"
|
||||
```
|
||||
|
||||
Ensuite, sauvegardez, rechargez la configuration et redémarrez le service.
|
||||
|
||||
```bash
|
||||
sudo systemctl daemon-reload
|
||||
sudo systemctl restart ollama
|
||||
```
|
||||
|
||||
Enfin, testez que ollama est accessible depuis le conteneur
|
||||
|
||||
```bash
|
||||
ollama list # obtenir la liste des modèles installés
|
||||
docker ps # obtenir la liste des conteneurs docker en cours d'exécution, pour un test le plus précis choisissez le conteneur de sandbox OpenHands.
|
||||
docker exec [CONTAINER ID] curl http://host.docker.internal:11434/api/generate -d '{"model":"[NAME]","prompt":"hi"}'
|
||||
```
|
||||
@@ -1,26 +0,0 @@
|
||||
|
||||
|
||||
# OpenAI
|
||||
|
||||
OpenHands utilise LiteLLM pour effectuer des appels aux modèles de chat d'OpenAI. Vous pouvez trouver leur documentation sur l'utilisation d'OpenAI en tant que fournisseur [ici](https://docs.litellm.ai/docs/providers/openai).
|
||||
|
||||
## Configuration
|
||||
|
||||
Lors de l'exécution d'OpenHands, vous devrez définir les éléments suivants dans l'interface utilisateur d'OpenHands via les paramètres :
|
||||
* `LLM Provider` à `OpenAI`
|
||||
* `LLM Model` au modèle que vous utiliserez.
|
||||
[Visitez ce lien pour voir une liste complète des modèles OpenAI pris en charge par LiteLLM.](https://docs.litellm.ai/docs/providers/openai#openai-chat-completion-models)
|
||||
Si le modèle ne figure pas dans la liste, activez les `Advanced Options` et entrez-le dans `Custom Model` (par exemple, openai/<model-name> comme `openai/gpt-4o`).
|
||||
* `API Key` à votre clé API OpenAI. Pour trouver ou créer votre clé API de projet OpenAI, [voir ici](https://platform.openai.com/api-keys).
|
||||
|
||||
## Utilisation des endpoints compatibles OpenAI
|
||||
|
||||
Tout comme pour les chat completions OpenAI, nous utilisons LiteLLM pour les endpoints compatibles OpenAI. Vous pouvez trouver leur documentation complète sur ce sujet [ici](https://docs.litellm.ai/docs/providers/openai_compatible).
|
||||
|
||||
## Utilisation d'un proxy OpenAI
|
||||
|
||||
Si vous utilisez un proxy OpenAI, vous devrez définir les éléments suivants dans l'interface utilisateur d'OpenHands via les paramètres :
|
||||
* Activer les `Advanced Options`
|
||||
* `Custom Model` à openai/<model-name> (par exemple, `openai/gpt-4o` ou openai/<proxy-prefix>/<model-name>)
|
||||
* `Base URL` à l'URL de votre proxy OpenAI
|
||||
* `API Key` à votre clé API OpenAI
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user