Compare commits

..

1 Commits

Author SHA1 Message Date
openhands d045f853cb Fix port overflow error in action execution server 2025-04-23 16:48:46 +00:00
855 changed files with 868 additions and 131527 deletions
-1
View File
@@ -1 +0,0 @@
The files in this directory configure a development container for GitHub Codespaces.
-15
View File
@@ -1,15 +0,0 @@
{
"name": "OpenHands Codespaces",
"image": "mcr.microsoft.com/devcontainers/universal",
"customizations":{
"vscode":{
"extensions": [
"ms-python.python"
]
}
},
"onCreateCommand": "sh ./.devcontainer/on_create.sh",
"postCreateCommand": "make build",
"postStartCommand": "USE_HOST_NETWORK=True nohup bash -c 'make run &'"
}
-6
View File
@@ -1,6 +0,0 @@
#!/usr/bin/env bash
sudo apt update
sudo apt install -y netcat
sudo add-apt-repository -y ppa:deadsnakes/ppa
sudo apt install -y python3.12
curl -sSL https://install.python-poetry.org | python3.12 -
-5
View File
@@ -1,5 +0,0 @@
frontend/node_modules
config.toml
.envrc
.env
.git
-1
View File
@@ -1 +0,0 @@
*.ipynb linguist-vendored
-19
View File
@@ -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
-59
View File
@@ -1,59 +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?
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
- Development workflow
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.
-18
View File
@@ -1,18 +0,0 @@
---
name: Feature Request
about: Suggest an idea for OpenHands features
title: ''
labels: 'enhancement'
assignees: ''
---
**What problem or use case are you trying to solve?**
**Describe the UX of the solution you'd like**
**Do you have thoughts on the technical implementation?**
**Describe alternatives you've considered**
**Additional context**
@@ -1,18 +0,0 @@
---
name: Technical Proposal
about: Propose a new architecture or technology
title: ''
labels: 'proposal'
assignees: ''
---
**Summary**
**Motivation**
**Technical Design**
**Alternatives to Consider**
**Additional context**
-69
View File
@@ -1,69 +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"
llama:
patterns:
- "llama*"
chromadb:
patterns:
- "chromadb"
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:
- "*"
-11
View File
@@ -1,11 +0,0 @@
**End-user friendly description of the problem this fixes or functionality that this introduces**
- [ ] Include this change in the Release Notes. If checked, you must provide an **end-user friendly** description for your change below
---
**Give a summary of what the PR does, explaining any non-trivial design decisions**
---
**Link of any specific issues this addresses**
-69
View File
@@ -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: ubuntu-latest
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 }}
-74
View File
@@ -1,74 +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: ubuntu-latest
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0
- uses: actions/setup-node@v4
with:
node-version: 18
cache: npm
cache-dependency-path: docs/package-lock.json
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: '3.12'
- name: Generate Python Docs
run: rm -rf docs/modules/python && pip install pydoc-markdown && pydoc-markdown
- 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: ubuntu-latest
# 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
-61
View File
@@ -1,61 +0,0 @@
# Workflow that uses the DummyAgent to run a simple task
name: Run E2E test with dummy agent
# 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:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Free Disk Space (Ubuntu)
uses: jlumbroso/free-disk-space@main
with:
# this might remove tools that are actually needed,
# if set to "true" but frees about 6 GB
tool-cache: true
# all of these default to true, but feel free to set to
# "false" if necessary for your workflow
android: true
dotnet: true
haskell: true
large-packages: true
docker-images: false
swap-storage: true
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@v3
- name: Install poetry via pipx
run: pipx install poetry
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: '3.12'
cache: 'poetry'
- name: Install Python dependencies using Poetry
run: poetry install --without evaluation,llama-index
- name: Build Environment
run: make build
- name: Run tests
run: |
set -e
SANDBOX_FORCE_REBUILD_RUNTIME=True poetry run python3 openhands/core/main.py -t "do a flip" -d ./workspace/ -c DummyAgent
- name: Check exit code
run: |
if [ $? -ne 0 ]; then
echo "Test failed"
exit 1
else
echo "Test passed"
fi
-44
View File
@@ -1,44 +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: ubuntu-latest
strategy:
matrix:
node-version: [20]
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Set up Node.js
uses: actions/setup-node@v4
with:
node-version: ${{ matrix.node-version }}
- name: Install dependencies
working-directory: ./frontend
run: npm ci
- name: Run tests and collect coverage
working-directory: ./frontend
run: npm run test:coverage
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v4
env:
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
-401
View File
@@ -1,401 +0,0 @@
# Workflow that builds, tests and then pushes the OpenHands and runtime docker images to the ghcr.io repository
name: Build, Test and Publish RT Image
# 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:
BASE_IMAGE_FOR_HASH_EQUIVALENCE_TEST: nikolaik/python-nodejs:python3.12-nodejs22
RELEVANT_SHA: ${{ github.event.pull_request.head.sha || github.sha }}
jobs:
# Builds the OpenHands Docker images
ghcr_build_app:
name: Build App Image
runs-on: ubuntu-latest
permissions:
contents: read
packages: write
outputs:
hash_from_app_image: ${{ steps.get_hash_in_app_image.outputs.hash_from_app_image }}
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Free Disk Space (Ubuntu)
uses: jlumbroso/free-disk-space@main
with:
# this might remove tools that are actually needed,
# if set to "true" but frees about 6 GB
tool-cache: true
# all of these default to true, but feel free to set to
# "false" if necessary for your workflow
android: true
dotnet: true
haskell: true
large-packages: true
docker-images: false
swap-storage: true
- name: Set up QEMU
uses: docker/setup-qemu-action@v3.0.0
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: Build and push app image
if: "!github.event.pull_request.head.repo.fork"
run: |
./containers/build.sh -i openhands -o ${{ github.repository_owner }} --push
- name: Build app image
if: "github.event.pull_request.head.repo.fork"
run: |
./containers/build.sh -i openhands -o ${{ github.repository_owner }} --load
- name: Get hash in App Image
id: get_hash_in_app_image
run: |
# Lowercase the repository owner
export REPO_OWNER=${{ github.repository_owner }}
REPO_OWNER=$(echo $REPO_OWNER | tr '[:upper:]' '[:lower:]')
# Run the build script in the app image
docker run -e SANDBOX_USER_ID=0 -v /var/run/docker.sock:/var/run/docker.sock ghcr.io/${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: ubuntu-latest
permissions:
contents: read
packages: write
strategy:
matrix:
base_image:
- image: 'nikolaik/python-nodejs:python3.12-nodejs22'
tag: nikolaik
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Free Disk Space (Ubuntu)
uses: jlumbroso/free-disk-space@main
with:
# this might remove tools that are actually needed,
# if set to "true" but frees about 6 GB
tool-cache: true
# all of these default to true, but feel free to set to
# "false" if necessary for your workflow
android: true
dotnet: true
haskell: true
large-packages: true
docker-images: false
swap-storage: true
- name: Set up QEMU
uses: docker/setup-qemu-action@v3.0.0
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: actions/setup-python@v5
with:
python-version: '3.12'
- name: Cache Poetry dependencies
uses: actions/cache@v4
with:
path: |
~/.cache/pypoetry
~/.virtualenvs
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
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
- 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: Build and push runtime image ${{ matrix.base_image.image }}
if: github.event.pull_request.head.repo.fork != true
run: |
./containers/build.sh -i runtime -o ${{ github.repository_owner }} --push -t ${{ matrix.base_image.tag }}
# Forked repos can't push to GHCR, so we need to upload the image as an artifact
- name: Build runtime image ${{ matrix.base_image.image }} for fork
if: github.event.pull_request.head.repo.fork
uses: docker/build-push-action@v6
with:
tags: ghcr.io/all-hands-ai/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
outputs: type=docker,dest=/tmp/runtime-${{ matrix.base_image.tag }}.tar
context: containers/runtime
- name: Upload runtime image for fork
if: github.event.pull_request.head.repo.fork
uses: actions/upload-artifact@v4
with:
name: runtime-${{ matrix.base_image.tag }}
path: /tmp/runtime-${{ matrix.base_image.tag }}.tar
verify_hash_equivalence_in_runtime_and_app:
name: Verify Hash Equivalence in Runtime and Docker images
runs-on: ubuntu-latest
needs: [ghcr_build_runtime, ghcr_build_app]
strategy:
fail-fast: false
matrix:
base_image: ['nikolaik']
steps:
- uses: actions/checkout@v4
- name: Cache Poetry dependencies
uses: actions/cache@v4
with:
path: |
~/.cache/pypoetry
~/.virtualenvs
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
restore-keys: |
${{ runner.os }}-poetry-
- name: Set up Python
uses: actions/setup-python@v5
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
- 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 }}" = "${{ env.hash_from_code }}" ]; then
echo "Hashes match!"
else
echo "Hashes do not match!"
exit 1
fi
# Run unit tests with the EventStream runtime Docker images as root
test_runtime_root:
name: RT Unit Tests (Root)
needs: [ghcr_build_runtime]
runs-on: ubuntu-latest
strategy:
fail-fast: false
matrix:
base_image: ['nikolaik']
steps:
- uses: actions/checkout@v4
- name: Free Disk Space (Ubuntu)
uses: jlumbroso/free-disk-space@main
with:
# this might remove tools that are actually needed,
# if set to "true" but frees about 6 GB
tool-cache: true
# all of these default to true, but feel free to set to
# "false" if necessary for your workflow
android: true
dotnet: true
haskell: true
large-packages: true
docker-images: false
swap-storage: true
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@v3
# Forked repos can't push to GHCR, so we need to download the image as an artifact
- name: Download runtime image for fork
if: github.event.pull_request.head.repo.fork
uses: actions/download-artifact@v4
with:
name: runtime-${{ matrix.base_image }}
path: /tmp
- name: Load runtime image for fork
if: github.event.pull_request.head.repo.fork
run: |
docker load --input /tmp/runtime-${{ matrix.base_image }}.tar
- name: Cache Poetry dependencies
uses: actions/cache@v4
with:
path: |
~/.cache/pypoetry
~/.virtualenvs
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
restore-keys: |
${{ runner.os }}-poetry-
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: '3.12'
- name: Install poetry via pipx
run: pipx install poetry
- name: Install Python dependencies using Poetry
run: make install-python-dependencies
- name: Run runtime tests
run: |
# We install pytest-xdist in order to run tests across CPUs
poetry run pip install pytest-xdist
# Install to be able to retry on failures for flaky tests
poetry run pip install pytest-rerunfailures
image_name=ghcr.io/${{ github.repository_owner }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image }}
image_name=$(echo $image_name | tr '[:upper:]' '[:lower:]')
SKIP_CONTAINER_LOGS=true \
TEST_RUNTIME=eventstream \
SANDBOX_USER_ID=$(id -u) \
SANDBOX_RUNTIME_CONTAINER_IMAGE=$image_name \
TEST_IN_CI=true \
RUN_AS_OPENHANDS=false \
poetry run pytest -n 3 -raRs --reruns 2 --reruns-delay 5 --cov=openhands --cov-report=xml -s ./tests/runtime
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v4
env:
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
# Run unit tests with the EventStream runtime Docker images as openhands user
test_runtime_oh:
name: RT Unit Tests (openhands)
runs-on: ubuntu-latest
needs: [ghcr_build_runtime]
strategy:
matrix:
base_image: ['nikolaik']
steps:
- uses: actions/checkout@v4
- name: Free Disk Space (Ubuntu)
uses: jlumbroso/free-disk-space@main
with:
# this might remove tools that are actually needed,
# if set to "true" but frees about 6 GB
tool-cache: true
# all of these default to true, but feel free to set to
# "false" if necessary for your workflow
android: true
dotnet: true
haskell: true
large-packages: true
docker-images: false
swap-storage: true
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@v3
# Forked repos can't push to GHCR, so we need to download the image as an artifact
- name: Download runtime image for fork
if: github.event.pull_request.head.repo.fork
uses: actions/download-artifact@v4
with:
name: runtime-${{ matrix.base_image }}
path: /tmp
- name: Load runtime image for fork
if: github.event.pull_request.head.repo.fork
run: |
docker load --input /tmp/runtime-${{ matrix.base_image }}.tar
- name: Cache Poetry dependencies
uses: actions/cache@v4
with:
path: |
~/.cache/pypoetry
~/.virtualenvs
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
restore-keys: |
${{ runner.os }}-poetry-
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: '3.12'
- name: Install poetry via pipx
run: pipx install poetry
- name: Install Python dependencies using Poetry
run: make install-python-dependencies
- name: Run runtime tests
run: |
# We install pytest-xdist in order to run tests across CPUs
poetry run pip install pytest-xdist
# Install to be able to retry on failures for flaky tests
poetry run pip install pytest-rerunfailures
image_name=ghcr.io/${{ github.repository_owner }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image }}
image_name=$(echo $image_name | tr '[:upper:]' '[:lower:]')
SKIP_CONTAINER_LOGS=true \
TEST_RUNTIME=eventstream \
SANDBOX_USER_ID=$(id -u) \
SANDBOX_RUNTIME_CONTAINER_IMAGE=$image_name \
TEST_IN_CI=true \
RUN_AS_OPENHANDS=true \
poetry run pytest -n 3 -raRs --reruns 2 --reruns-delay 5 --cov=openhands --cov-report=xml -s ./tests/runtime
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v4
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: ubuntu-latest
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: ubuntu-latest
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
-54
View File
@@ -1,54 +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: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Install Node.js 20
uses: actions/setup-node@v4
with:
node-version: 20
- name: Install dependencies
run: |
cd frontend
npm install --frozen-lockfile
- name: Lint
run: |
cd frontend
npm run lint
# Run lint on the python code
lint-python:
name: Lint python
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0
- name: Set up python
uses: actions/setup-python@v5
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
-13
View File
@@ -1,13 +0,0 @@
name: Resolve Issues with OpenHands
on:
issues:
types: [labeled]
jobs:
call-openhands-resolver:
uses: All-Hands-AI/openhands-resolver/.github/workflows/openhands-resolver.yml@main
if: github.event.label.name == 'fix-me'
with:
issue_number: ${{ github.event.issue.number }}
secrets: inherit
-96
View File
@@ -1,96 +0,0 @@
# Workflow that runs python unit tests on mac
name: Run Python Unit Tests Mac
# This job is flaky so only run it nightly
on:
schedule:
- cron: '0 0 * * *'
jobs:
# Run python unit tests on macOS
test-on-macos:
name: Python Unit Tests on macOS
runs-on: macos-14
env:
INSTALL_DOCKER: '1' # Set to '0' to skip Docker installation
strategy:
matrix:
python-version: ['3.12']
steps:
- uses: actions/checkout@v4
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
- name: Cache Poetry dependencies
uses: actions/cache@v4
with:
path: |
~/.cache/pypoetry
~/.virtualenvs
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
restore-keys: |
${{ runner.os }}-poetry-
- name: Install poetry via pipx
run: pipx install poetry
- name: Install Python dependencies using Poetry
run: poetry install --without evaluation,llama-index
- name: Install & Start Docker
if: env.INSTALL_DOCKER == '1'
run: |
INSTANCE_NAME="colima-${GITHUB_RUN_ID}"
# Uninstall colima to upgrade to the latest version
if brew list colima &>/dev/null; then
brew uninstall colima
# unlinking colima dependency: go
brew uninstall go@1.21
fi
rm -rf ~/.colima ~/.lima
brew install --HEAD colima
brew install docker
start_colima() {
# Find a free port in the range 10000-20000
RANDOM_PORT=$((RANDOM % 10001 + 10000))
# Original line:
if ! colima start --network-address --arch x86_64 --cpu=1 --memory=1 --verbose --ssh-port $RANDOM_PORT; then
echo "Failed to start Colima."
return 1
fi
return 0
}
# Attempt to start Colima for 5 total attempts:
ATTEMPT_LIMIT=5
for ((i=1; i<=ATTEMPT_LIMIT; i++)); do
if start_colima; then
echo "Colima started successfully."
break
else
colima stop -f
sleep 10
colima delete -f
if [ $i -eq $ATTEMPT_LIMIT ]; then
exit 1
fi
sleep 10
fi
done
# For testcontainers to find the Colima socket
# https://github.com/abiosoft/colima/blob/main/docs/FAQ.md#cannot-connect-to-the-docker-daemon-at-unixvarrundockersock-is-the-docker-daemon-running
sudo ln -sf $HOME/.colima/default/docker.sock /var/run/docker.sock
- name: Build Environment
run: make build
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@v3
- name: Run Tests
run: poetry run pytest --forked --cov=openhands --cov-report=xml ./tests/unit --ignore=tests/unit/test_memory.py
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v4
env:
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
-49
View File
@@ -1,49 +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: ubuntu-latest
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 poetry via pipx
run: pipx install poetry
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
cache: 'poetry'
- name: Install Python dependencies using Poetry
run: poetry install --without evaluation,llama-index
- name: Build Environment
run: make build
- name: Run Tests
run: poetry run pytest --forked --cov=openhands --cov-report=xml -svv ./tests/unit --ignore=tests/unit/test_memory.py
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v4
env:
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
-31
View File
@@ -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: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
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 }}
-81
View File
@@ -1,81 +0,0 @@
# Workflow that uses OpenHands to review a pull request. PR must be labeled 'review-this'
name: Use OpenHands to Review Pull Request
on:
pull_request:
types: [synchronize, labeled]
permissions:
contents: write
pull-requests: write
jobs:
dogfood:
if: contains(github.event.pull_request.labels.*.name, 'review-this')
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@v3
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: '3.12'
- name: install git, github cli
run: |
sudo apt-get install -y git gh
git config --global --add safe.directory $PWD
- name: Checkout Repository
uses: actions/checkout@v4
with:
ref: ${{ github.event.pull_request.base.ref }} # check out the target branch
- name: Download Diff
run: |
curl -O "${{ github.event.pull_request.diff_url }}" -L
- name: Write Task File
run: |
echo "Your coworker wants to apply a pull request to this project." > task.txt
echo "Read and review ${{ github.event.pull_request.number }}.diff file. Create a review-${{ github.event.pull_request.number }}.txt and write your concise comments and suggestions there." >> task.txt
echo "Do not ask me for confirmation at any point." >> task.txt
echo "" >> task.txt
echo "Title" >> task.txt
echo "${{ github.event.pull_request.title }}" >> task.txt
echo "" >> task.txt
echo "Description" >> task.txt
echo "${{ github.event.pull_request.body }}" >> task.txt
echo "" >> task.txt
echo "Diff file is: ${{ github.event.pull_request.number }}.diff" >> task.txt
- name: Set up environment
run: |
curl -sSL https://install.python-poetry.org | python3 -
export PATH="/github/home/.local/bin:$PATH"
poetry install --without evaluation,llama-index
poetry run playwright install --with-deps chromium
- name: Run OpenHands
env:
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_MODEL: ${{ vars.LLM_MODEL }}
run: |
# Append path to launch poetry
export PATH="/github/home/.local/bin:$PATH"
# Append path to correctly import package, note: must set pwd at first
export PYTHONPATH=$(pwd):$PYTHONPATH
export WORKSPACE_MOUNT_PATH=$GITHUB_WORKSPACE
export WORKSPACE_BASE=$GITHUB_WORKSPACE
echo -e "/exit\n" | poetry run python openhands/core/main.py -i 50 -f task.txt
rm task.txt
- name: Check if review file is non-empty
id: check_file
run: |
ls -la
if [[ -s review-${{ github.event.pull_request.number }}.txt ]]; then
echo "non_empty=true" >> $GITHUB_OUTPUT
fi
shell: bash
- name: Create PR review if file is non-empty
env:
GH_TOKEN: ${{ github.token }}
if: steps.check_file.outputs.non_empty == 'true'
run: |
gh pr review ${{ github.event.pull_request.number }} --comment --body-file "review-${{ github.event.pull_request.number }}.txt"
-21
View File
@@ -1,21 +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: ubuntu-latest
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
-230
View File
@@ -1,230 +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
# 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/
-28
View File
@@ -1,28 +0,0 @@
OpenHands is an automated AI software engineer. It is a repo with a Python backend
(in the `openhands` directory) and TypeScript frontend (in the `frontend` directory).
General Setup:
- To set up the entire repo, including frontend and backend, run `make build`
- To run linting and type-checking before finishing the job, run `poetry run pre-commit run --all-files --config ./dev_config/python/.pre-commit-config.yaml`
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"`
- 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`
-133
View File
@@ -1,133 +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.
## 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
-94
View File
@@ -1,94 +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 (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` 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`
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/runtime.py).
#### Testing
When you write code, it is also good to write tests. Please navigate to the `tests` folder to see existing test suites.
At the moment, we have two kinds of tests: `unit` and `integration`. 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.
-312
View File
@@ -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
1. Definitions.
"License" shall mean the terms and conditions for use, reproduction,
and distribution as defined by Sections 1 through 9 of this document.
"Licensor" shall mean the copyright owner or entity authorized by
the copyright owner that is granting the License.
"Legal Entity" shall mean the union of the acting entity and all
other entities that control, are controlled by, or are under common
control with that entity. For the purposes of this definition,
"control" means (i) the power, direct or indirect, to cause the
direction or management of such entity, whether by contract or
otherwise, or (ii) ownership of fifty percent (50%) or more of the
outstanding shares, or (iii) beneficial ownership of such entity.
"You" (or "Your") shall mean an individual or Legal Entity
exercising permissions granted by this License.
"Source" form shall mean the preferred form for making modifications,
including but not limited to software source code, documentation
source, and configuration files.
"Object" form shall mean any form resulting from mechanical
transformation or translation of a Source form, including but
not limited to compiled object code, generated documentation,
and conversions to other media types.
"Work" shall mean the work of authorship, whether in Source or
Object form, made available under the License, as indicated by a
copyright notice that is included in or attached to the work
(an example is provided in the Appendix below).
"Derivative Works" shall mean any work, whether in Source or Object
form, that is based on (or derived from) the Work and for which the
editorial revisions, annotations, elaborations, or other modifications
represent, as a whole, an original work of authorship. For the purposes
of this License, Derivative Works shall not include works that remain
separable from, or merely link (or bind by name) to the interfaces of,
the Work and Derivative Works thereof.
"Contribution" shall mean any work of authorship, including
the original version of the Work and any modifications or additions
to that Work or Derivative Works thereof, that is intentionally
submitted to Licensor for inclusion in the Work by the copyright owner
or by an individual or Legal Entity authorized to submit on behalf of
the copyright owner. For the purposes of this definition, "submitted"
means any form of electronic, verbal, or written communication sent
to the Licensor or its representatives, including but not limited to
communication on electronic mailing lists, source code control systems,
and issue tracking systems that are managed by, or on behalf of, the
Licensor for the purpose of discussing and improving the Work, but
excluding communication that is conspicuously marked or otherwise
designated in writing by the copyright owner as "Not a Contribution."
"Contributor" shall mean Licensor and any individual or Legal Entity
on behalf of whom a Contribution has been received by Licensor and
subsequently incorporated within the Work.
2. Grant of Copyright License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
copyright license to reproduce, prepare Derivative Works of,
publicly display, publicly perform, sublicense, and distribute the
Work and such Derivative Works in Source or Object form.
3. Grant of Patent License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
(except as stated in this section) patent license to make, have made,
use, offer to sell, sell, import, and otherwise transfer the Work,
where such license applies only to those patent claims licensable
by such Contributor that are necessarily infringed by their
Contribution(s) alone or by combination of their Contribution(s)
with the Work to which such Contribution(s) was submitted. If You
institute patent litigation against any entity (including a
cross-claim or counterclaim in a lawsuit) alleging that the Work
or a Contribution incorporated within the Work constitutes direct
or contributory patent infringement, then any patent licenses
granted to You under this License for that Work shall terminate
as of the date such litigation is filed.
4. Redistribution. You may reproduce and distribute copies of the
Work or Derivative Works thereof in any medium, with or without
modifications, and in Source or Object form, provided that You
meet the following conditions:
(a) You must give any other recipients of the Work or
Derivative Works a copy of this License; and
(b) You must cause any modified files to carry prominent notices
stating that You changed the files; and
(c) You must retain, in the Source form of any Derivative Works
that You distribute, all copyright, patent, trademark, and
attribution notices from the Source form of the Work,
excluding those notices that do not pertain to any part of
the Derivative Works; and
(d) If the Work includes a "NOTICE" text file as part of its
distribution, then any Derivative Works that You distribute must
include a readable copy of the attribution notices contained
within such NOTICE file, excluding those notices that do not
pertain to any part of the Derivative Works, in at least one
of the following places: within a NOTICE text file distributed
as part of the Derivative Works; within the Source form or
documentation, if provided along with the Derivative Works; or,
within a display generated by the Derivative Works, if and
wherever such third-party notices normally appear. The contents
of the NOTICE file are for informational purposes only and
do not modify the License. You may add Your own attribution
notices within Derivative Works that You distribute, alongside
or as an addendum to the NOTICE text from the Work, provided
that such additional attribution notices cannot be construed
as modifying the License.
You may add Your own copyright statement to Your modifications and
may provide additional or different license terms and conditions
for use, reproduction, or distribution of Your modifications, or
for any such Derivative Works as a whole, provided Your use,
reproduction, and distribution of the Work otherwise complies with
the conditions stated in this License.
5. Submission of Contributions. Unless You explicitly state otherwise,
any Contribution intentionally submitted for inclusion in the Work
by You to the Licensor shall be under the terms and conditions of
this License, without any additional terms or conditions.
Notwithstanding the above, nothing herein shall supersede or modify
the terms of any separate license agreement you may have executed
with Licensor regarding such Contributions.
6. Trademarks. This License does not grant permission to use the trade
names, trademarks, service marks, or product names of the Licensor,
except as required for reasonable and customary use in describing the
origin of the Work and reproducing the content of the NOTICE file.
7. Disclaimer of Warranty. Unless required by applicable law or
agreed to in writing, Licensor provides the Work (and each
Contributor provides its Contributions) on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
implied, including, without limitation, any warranties or conditions
of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
PARTICULAR PURPOSE. You are solely responsible for determining the
appropriateness of using or redistributing the Work and assume any
risks associated with Your exercise of permissions under this License.
8. Limitation of Liability. In no event and under no legal theory,
whether in tort (including negligence), contract, or otherwise,
unless required by applicable law (such as deliberate and grossly
negligent acts) or agreed to in writing, shall any Contributor be
liable to You for damages, including any direct, indirect, special,
incidental, or consequential damages of any character arising as a
result of this License or out of the use or inability to use the
Work (including but not limited to damages for loss of goodwill,
work stoppage, computer failure or malfunction, or any and all
other commercial damages or losses), even if such Contributor
has been advised of the possibility of such damages.
9. Accepting Warranty or Additional Liability. While redistributing
the Work or Derivative Works thereof, You may choose to offer,
and charge a fee for, acceptance of support, warranty, indemnity,
or other liability obligations and/or rights consistent with this
License. However, in accepting such obligations, You may act only
on Your own behalf and on Your sole responsibility, not on behalf
of any other Contributor, and only if You agree to indemnify,
defend, and hold each Contributor harmless for any liability
incurred by, or claims asserted against, such Contributor by reason
of your accepting any such warranty or additional liability.
END OF TERMS AND CONDITIONS
APPENDIX: How to apply the Apache License to your work.
To apply the Apache License to your work, attach the following
boilerplate notice, with the fields enclosed by brackets "[]"
replaced with your own identifying information. (Don't include
the brackets!) The text should be enclosed in the appropriate
comment syntax for the file format. We also recommend that a
file or class name and description of purpose be included on the
same "printed page" as the copyright notice for easier
identification within third-party archives.
Copyright [yyyy] [name of copyright owner]
### Non-Open Source Reference Implementations:
#### [MultiPL-E](https://github.com/nuprl/MultiPL-E)
- License: BSD 3-Clause License with Machine Learning Restriction
BSD 3-Clause License with Machine Learning Restriction
Copyright (c) 2022, Northeastern University, Oberlin College, Roblox Inc,
Stevens Institute of Technology, University of Massachusetts Amherst, and
Wellesley College.
All rights reserved.
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.
4. The contents of this repository may not be used as training data for any
machine learning model, including but not limited to neural networks.
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.
-126
View File
@@ -1,126 +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) >= 18.17.1
* [Poetry](https://python-poetry.org/docs/#installing-with-the-official-installer) >= 1.8
* 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 the mighty GPT-4 from OpenAI as our go-to model, but the world is your oyster! You can unleash the potential of Anthropic's suave Claude, the enigmatic Llama, or 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:**
Some alternative models may prove more challenging to tame than others. Fear not, brave adventurer! We shall soon unveil LLM-specific documentation to guide you on your quest.
And if you've already mastered the art of wielding a model other than OpenAI's GPT, we encourage you to share your setup instructions with us by creating instructions and adding it [to our documentation](https://github.com/All-Hands-AI/OpenHands/tree/main/docs/modules/usage/llms).
For a full list of the LM providers and models available, please consult the [litellm documentation](https://docs.litellm.ai/docs/providers).
### 4. Running the application
#### Option A: Run the Full Application
Once the setup is complete, launching OpenHands is as simple as running a single command. This command starts both the backend and frontend servers seamlessly, 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, you can inspect the actual LLM prompts and responses. To do so, export DEBUG=1 in the environment and restart the backend.
OpenHands will then log the prompts and responses in the logs/llm/CURRENT_DATE directory, allowing you to identify the causes.
### 7. Help
Need assistance or information on available targets and commands? The help command provides all the necessary guidance to ensure a smooth experience 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. Follow these steps:
1. Set the SANDBOX_RUNTIME_CONTAINER_IMAGE environment variable to the desired Docker image.
2. Example: export SANDBOX_RUNTIME_CONTAINER_IMAGE=ghcr.io/all-hands-ai/runtime:0.9-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.
-25
View File
@@ -1,25 +0,0 @@
# Issue Triage
These are the procedures and guidelines on how issues are triaged in this repo by the maintainers.
## General
* Most issues must be tagged with **enhancement** or **bug**
* Issues may be tagged with what it relates to (**backend**, **frontend**, **agent quality**, etc.)
## Severity
* **Low**: Minor issues, single user report
* **Medium**: Affecting multiple 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
-25
View File
@@ -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.
-5
View File
@@ -1,5 +0,0 @@
# Exclude all Python bytecode files
global-exclude *.pyc
# Exclude Python cache directories
global-exclude __pycache__
-332
View File
@@ -1,332 +0,0 @@
SHELL=/bin/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
@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 [ "$${NODE_VERSION_ARRAY[0]}" -gt 18 ] || ([ "$${NODE_VERSION_ARRAY[0]}" -eq 18 ] && [ "$${NODE_VERSION_ARRAY[1]}" -gt 17 ]) || ([ "$${NODE_VERSION_ARRAY[0]}" -eq 18 ] && [ "$${NODE_VERSION_ARRAY[1]}" -eq 17 ] && [ "$${NODE_VERSION_ARRAY[2]}" -ge 1 ]); then \
echo "$(BLUE)Node.js $$NODE_VERSION is already installed.$(RESET)"; \
else \
echo "$(RED)Node.js 18.17.1 or later is required. Please install Node.js 18.17.1 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-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]} -ge 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
@poetry install --without llama-index
@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
@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/**/* agenthub/**/* evaluation/**/* --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 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 "$(shell pwd)/workspace"
# Start frontend
start-frontend:
@echo "$(YELLOW)Starting frontend...$(RESET)"
@cd frontend && VITE_BACKEND_HOST=$(BACKEND_HOST_PORT) VITE_FRONTEND_PORT=$(FRONTEND_PORT) npm run dev -- --port $(FRONTEND_PORT)
# 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
@cd frontend && echo "$(BLUE)Starting frontend with npm...$(RESET)" && npm run dev -- --port $(FRONTEND_PORT)
@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
# Run the app (WSL mode)
run-wsl:
@echo "$(YELLOW)Running the app in WSL mode...$(RESET)"
@$(MAKE) -s _run_setup
@cd frontend && echo "$(BLUE)Starting frontend with npm (WSL mode)...$(RESET)" && npm run dev_wsl -- --port $(FRONTEND_PORT)
@echo "$(GREEN)Application started successfully in WSL mode.$(RESET)"
# 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
@echo "Enter your LLM Embedding Model"; \
echo "Choices are:"; \
echo " - openai"; \
echo " - azureopenai"; \
echo " - Embeddings available only with OllamaEmbedding:"; \
echo " - llama2"; \
echo " - mxbai-embed-large"; \
echo " - nomic-embed-text"; \
echo " - all-minilm"; \
echo " - stable-code"; \
echo " - bge-m3"; \
echo " - bge-large"; \
echo " - paraphrase-multilingual"; \
echo " - snowflake-arctic-embed"; \
echo " - Leave blank to default to 'BAAI/bge-small-en-v1.5' via huggingface"; \
read -p "> " llm_embedding_model; \
echo "embedding_model=\"$$llm_embedding_model\"" >> $(CONFIG_FILE).tmp; \
if [ "$$llm_embedding_model" = "llama2" ] || [ "$$llm_embedding_model" = "mxbai-embed-large" ] || [ "$$llm_embedding_model" = "nomic-embed-text" ] || [ "$$llm_embedding_model" = "all-minilm" ] || [ "$$llm_embedding_model" = "stable-code" ]; then \
read -p "Enter the local model URL for the embedding model (will set llm.embedding_base_url): " llm_embedding_base_url; \
echo "embedding_base_url=\"$$llm_embedding_base_url\"" >> $(CONFIG_FILE).tmp; \
elif [ "$$llm_embedding_model" = "azureopenai" ]; then \
read -p "Enter the Azure endpoint URL (will overwrite llm.base_url): " llm_base_url; \
echo "base_url=\"$$llm_base_url\"" >> $(CONFIG_FILE).tmp; \
read -p "Enter the Azure LLM Embedding Deployment Name: " llm_embedding_deployment_name; \
echo "embedding_deployment_name=\"$$llm_embedding_deployment_name\"" >> $(CONFIG_FILE).tmp; \
read -p "Enter the Azure API Version: " llm_api_version; \
echo "api_version=\"$$llm_api_version\"" >> $(CONFIG_FILE).tmp; \
fi
# Develop in container
docker-dev:
@if [ -f /.dockerenv ]; then \
echo "Running inside a Docker container. Exiting..."; \
exit 0; \
else \
echo "$(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
-132
View File
@@ -1,132 +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/opendevin/shared_invite/zt-2oikve2hu-UDxHeo8nsE69y6T7yFX_BA"><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://huggingface.co/spaces/OpenHands/evaluation"><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 jump to the [Quick Start](#-quick-start).
![App screenshot](./docs/static/img/screenshot.png)
## ⚡ Quick Start
The easiest way to run OpenHands is in Docker. You can change `WORKSPACE_BASE` below to
point OpenHands to existing code that you'd like to modify.
See the [Installation](https://docs.all-hands.dev/modules/usage/installation) guide for
system requirements and more information.
```bash
export WORKSPACE_BASE=$(pwd)/workspace
docker pull ghcr.io/all-hands-ai/runtime:0.10-nikolaik
docker run -it --pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=ghcr.io/all-hands-ai/runtime:0.10-nikolaik \
-e SANDBOX_USER_ID=$(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:0.10
```
You'll find OpenHands running at [http://localhost:3000](http://localhost:3000)!
You'll need a model provider and API key. One option that works well: [Claude 3.5 Sonnet](https://www.anthropic.com/api), but you have [many options](https://docs.all-hands.dev/modules/usage/llms).
---
You can also run OpenHands in a scriptable [headless mode](https://docs.all-hands.dev/modules/usage/how-to/headless-mode),
or as an [interactive CLI](https://docs.all-hands.dev/modules/usage/how-to/cli-mode).
Visit [Installation](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 Contribute
OpenHands is a community-driven project, and 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 agents, core functionality, the frontend and other interfaces, or sandboxing solutions.
- **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).
## 🤖 Join Our Community
Whether you're a developer, a researcher, or simply enthusiastic about OpenHands, we'd love to have you in our community.
Let's make software engineering better together!
- [Slack workspace](https://join.slack.com/t/opendevin/shared_invite/zt-2oikve2hu-UDxHeo8nsE69y6T7yFX_BA) - Here we talk about research, architecture, and future development.
- [Discord server](https://discord.gg/ESHStjSjD4) - This is a community-run server for general discussion, questions, and feedback.
## 📈 Progress
<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},
}
```
-5
View File
@@ -1,5 +0,0 @@
#!/bin/bash
set -e
cp pyproject.toml poetry.lock openhands
poetry build -v
@@ -0,0 +1,848 @@
"""
This is the main file for the runtime client.
It is responsible for executing actions received from OpenHands backend and producing observations.
NOTE: this will be executed inside the docker sandbox.
"""
import argparse
import asyncio
import base64
import mimetypes
import os
import shutil
import tempfile
import time
import traceback
from contextlib import asynccontextmanager
from pathlib import Path
from zipfile import ZipFile
from binaryornot.check import is_binary
from fastapi import Depends, FastAPI, HTTPException, Request, UploadFile
from fastapi.exceptions import RequestValidationError
from fastapi.responses import FileResponse, JSONResponse
from fastapi.security import APIKeyHeader
from openhands_aci.editor.editor import OHEditor
from openhands_aci.editor.exceptions import ToolError
from openhands_aci.editor.results import ToolResult
from openhands_aci.utils.diff import get_diff
from pydantic import BaseModel
from starlette.background import BackgroundTask
from starlette.exceptions import HTTPException as StarletteHTTPException
from uvicorn import run
from openhands.core.exceptions import BrowserUnavailableException
from openhands.core.logger import openhands_logger as logger
from openhands.events.action import (
Action,
BrowseInteractiveAction,
BrowseURLAction,
CmdRunAction,
FileEditAction,
FileReadAction,
FileWriteAction,
IPythonRunCellAction,
)
from openhands.events.event import FileEditSource, FileReadSource
from openhands.events.observation import (
CmdOutputObservation,
ErrorObservation,
FileEditObservation,
FileReadObservation,
FileWriteObservation,
IPythonRunCellObservation,
Observation,
)
from openhands.events.serialization import event_from_dict, event_to_dict
from openhands.runtime.browser import browse
from openhands.runtime.browser.browser_env import BrowserEnv
from openhands.runtime.file_viewer_server import start_file_viewer_server
from openhands.runtime.plugins import ALL_PLUGINS, JupyterPlugin, Plugin, VSCodePlugin
from openhands.runtime.utils import find_available_tcp_port
from openhands.runtime.utils.async_bash import AsyncBashSession
from openhands.runtime.utils.bash import BashSession
from openhands.runtime.utils.files import insert_lines, read_lines
from openhands.runtime.utils.memory_monitor import MemoryMonitor
from openhands.runtime.utils.runtime_init import init_user_and_working_directory
from openhands.runtime.utils.system_stats import get_system_stats
from openhands.utils.async_utils import call_sync_from_async, wait_all
class ActionRequest(BaseModel):
action: dict
ROOT_GID = 0
SESSION_API_KEY = os.environ.get('SESSION_API_KEY')
api_key_header = APIKeyHeader(name='X-Session-API-Key', auto_error=False)
def verify_api_key(api_key: str = Depends(api_key_header)):
if SESSION_API_KEY and api_key != SESSION_API_KEY:
raise HTTPException(status_code=403, detail='Invalid API Key')
return api_key
def _execute_file_editor(
editor: OHEditor,
command: str,
path: str,
file_text: str | None = None,
view_range: list[int] | None = None,
old_str: str | None = None,
new_str: str | None = None,
insert_line: int | None = None,
enable_linting: bool = False,
) -> tuple[str, tuple[str | None, str | None]]:
"""Execute file editor command and handle exceptions.
Args:
editor: The OHEditor instance
command: Editor command to execute
path: File path
file_text: Optional file text content
view_range: Optional view range tuple (start, end)
old_str: Optional string to replace
new_str: Optional replacement string
insert_line: Optional line number for insertion
enable_linting: Whether to enable linting
Returns:
tuple: A tuple containing the output string and a tuple of old and new file content
"""
result: ToolResult | None = None
try:
result = editor(
command=command,
path=path,
file_text=file_text,
view_range=view_range,
old_str=old_str,
new_str=new_str,
insert_line=insert_line,
enable_linting=enable_linting,
)
except ToolError as e:
result = ToolResult(error=e.message)
if result.error:
return f'ERROR:\n{result.error}', (None, None)
if not result.output:
logger.warning(f'No output from file_editor for {path}')
return '', (None, None)
return result.output, (result.old_content, result.new_content)
class ActionExecutor:
"""ActionExecutor is running inside docker sandbox.
It is responsible for executing actions received from OpenHands backend and producing observations.
"""
def __init__(
self,
plugins_to_load: list[Plugin],
work_dir: str,
username: str,
user_id: int,
browsergym_eval_env: str | None,
) -> None:
self.plugins_to_load = plugins_to_load
self._initial_cwd = work_dir
self.username = username
self.user_id = user_id
_updated_user_id = init_user_and_working_directory(
username=username, user_id=self.user_id, initial_cwd=work_dir
)
if _updated_user_id is not None:
self.user_id = _updated_user_id
self.bash_session: BashSession | None = None
self.lock = asyncio.Lock()
self.plugins: dict[str, Plugin] = {}
self.file_editor = OHEditor(workspace_root=self._initial_cwd)
self.browser: BrowserEnv | None = None
self.browser_init_task: asyncio.Task | None = None
self.browsergym_eval_env = browsergym_eval_env
self.start_time = time.time()
self.last_execution_time = self.start_time
self._initialized = False
self.max_memory_gb: int | None = None
if _override_max_memory_gb := os.environ.get('RUNTIME_MAX_MEMORY_GB', None):
self.max_memory_gb = int(_override_max_memory_gb)
logger.info(
f'Setting max memory to {self.max_memory_gb}GB (according to the RUNTIME_MAX_MEMORY_GB environment variable)'
)
else:
logger.info('No max memory limit set, using all available system memory')
self.memory_monitor = MemoryMonitor(
enable=os.environ.get('RUNTIME_MEMORY_MONITOR', 'False').lower()
in ['true', '1', 'yes']
)
self.memory_monitor.start_monitoring()
@property
def initial_cwd(self):
return self._initial_cwd
async def _init_browser_async(self):
"""Initialize the browser asynchronously."""
logger.debug('Initializing browser asynchronously')
try:
self.browser = BrowserEnv(self.browsergym_eval_env)
logger.debug('Browser initialized asynchronously')
except Exception as e:
logger.error(f'Failed to initialize browser: {e}')
self.browser = None
async def _ensure_browser_ready(self):
"""Ensure the browser is ready for use."""
if self.browser is None:
if self.browser_init_task is None:
# Start browser initialization if it hasn't been started
self.browser_init_task = asyncio.create_task(self._init_browser_async())
elif self.browser_init_task.done():
# If the task is done but browser is still None, restart initialization
self.browser_init_task = asyncio.create_task(self._init_browser_async())
# Wait for browser to be initialized
if self.browser_init_task:
logger.debug('Waiting for browser to be ready...')
await self.browser_init_task
# Check if browser was successfully initialized
if self.browser is None:
raise BrowserUnavailableException('Browser initialization failed')
# If we get here, the browser is ready
logger.debug('Browser is ready')
async def ainit(self):
# bash needs to be initialized first
logger.debug('Initializing bash session')
self.bash_session = BashSession(
work_dir=self._initial_cwd,
username=self.username,
no_change_timeout_seconds=int(
os.environ.get('NO_CHANGE_TIMEOUT_SECONDS', 10)
),
max_memory_mb=self.max_memory_gb * 1024 if self.max_memory_gb else None,
)
self.bash_session.initialize()
logger.debug('Bash session initialized')
# Start browser initialization in the background
self.browser_init_task = asyncio.create_task(self._init_browser_async())
logger.debug('Browser initialization started in background')
await wait_all(
(self._init_plugin(plugin) for plugin in self.plugins_to_load),
timeout=60,
)
logger.debug('All plugins initialized')
# This is a temporary workaround
# TODO: refactor AgentSkills to be part of JupyterPlugin
# AFTER ServerRuntime is deprecated
logger.debug('Initializing AgentSkills')
if 'agent_skills' in self.plugins and 'jupyter' in self.plugins:
obs = await self.run_ipython(
IPythonRunCellAction(
code='from openhands.runtime.plugins.agent_skills.agentskills import *\n'
)
)
logger.debug(f'AgentSkills initialized: {obs}')
logger.debug('Initializing bash commands')
await self._init_bash_commands()
logger.debug('Runtime client initialized.')
self._initialized = True
@property
def initialized(self) -> bool:
return self._initialized
async def _init_plugin(self, plugin: Plugin):
assert self.bash_session is not None
await plugin.initialize(self.username)
self.plugins[plugin.name] = plugin
logger.debug(f'Initializing plugin: {plugin.name}')
if isinstance(plugin, JupyterPlugin):
await self.run_ipython(
IPythonRunCellAction(
code=f'import os; os.chdir("{self.bash_session.cwd}")'
)
)
async def _init_bash_commands(self):
INIT_COMMANDS = [
'git config --file ./.git_config user.name "openhands" && git config --file ./.git_config user.email "openhands@all-hands.dev" && alias git="git --no-pager" && export GIT_CONFIG=$(pwd)/.git_config'
if os.environ.get('LOCAL_RUNTIME_MODE') == '1'
else 'git config --global user.name "openhands" && git config --global user.email "openhands@all-hands.dev" && alias git="git --no-pager"'
]
logger.debug(f'Initializing by running {len(INIT_COMMANDS)} bash commands...')
for command in INIT_COMMANDS:
action = CmdRunAction(command=command)
action.set_hard_timeout(300)
logger.debug(f'Executing init command: {command}')
obs = await self.run(action)
assert isinstance(obs, CmdOutputObservation)
logger.debug(
f'Init command outputs (exit code: {obs.exit_code}): {obs.content}'
)
assert obs.exit_code == 0
logger.debug('Bash init commands completed')
async def run_action(self, action) -> Observation:
async with self.lock:
action_type = action.action
observation = await getattr(self, action_type)(action)
return observation
async def run(
self, action: CmdRunAction
) -> CmdOutputObservation | ErrorObservation:
if action.is_static:
path = action.cwd or self._initial_cwd
result = await AsyncBashSession.execute(action.command, path)
obs = CmdOutputObservation(
content=result.content,
exit_code=result.exit_code,
command=action.command,
)
return obs
assert self.bash_session is not None
obs = await call_sync_from_async(self.bash_session.execute, action)
return obs
async def run_ipython(self, action: IPythonRunCellAction) -> Observation:
assert self.bash_session is not None
if 'jupyter' in self.plugins:
_jupyter_plugin: JupyterPlugin = self.plugins['jupyter'] # type: ignore
# This is used to make AgentSkills in Jupyter aware of the
# current working directory in Bash
jupyter_cwd = getattr(self, '_jupyter_cwd', None)
if self.bash_session.cwd != jupyter_cwd:
logger.debug(
f'{self.bash_session.cwd} != {jupyter_cwd} -> reset Jupyter PWD'
)
reset_jupyter_cwd_code = (
f'import os; os.chdir("{self.bash_session.cwd}")'
)
_aux_action = IPythonRunCellAction(code=reset_jupyter_cwd_code)
_reset_obs: IPythonRunCellObservation = await _jupyter_plugin.run(
_aux_action
)
logger.debug(
f'Changed working directory in IPython to: {self.bash_session.cwd}. Output: {_reset_obs}'
)
self._jupyter_cwd = self.bash_session.cwd
obs: IPythonRunCellObservation = await _jupyter_plugin.run(action)
obs.content = obs.content.rstrip()
if action.include_extra:
obs.content += (
f'\n[Jupyter current working directory: {self.bash_session.cwd}]'
)
obs.content += f'\n[Jupyter Python interpreter: {_jupyter_plugin.python_interpreter_path}]'
return obs
else:
raise RuntimeError(
'JupyterRequirement not found. Unable to run IPython action.'
)
def _resolve_path(self, path: str, working_dir: str) -> str:
filepath = Path(path)
if not filepath.is_absolute():
return str(Path(working_dir) / filepath)
return str(filepath)
async def read(self, action: FileReadAction) -> Observation:
assert self.bash_session is not None
# Cannot read binary files
if is_binary(action.path):
return ErrorObservation('ERROR_BINARY_FILE')
if action.impl_source == FileReadSource.OH_ACI:
result_str, _ = _execute_file_editor(
self.file_editor,
command='view',
path=action.path,
view_range=action.view_range,
)
return FileReadObservation(
content=result_str,
path=action.path,
impl_source=FileReadSource.OH_ACI,
)
# NOTE: the client code is running inside the sandbox,
# so there's no need to check permission
working_dir = self.bash_session.cwd
filepath = self._resolve_path(action.path, working_dir)
try:
if filepath.lower().endswith(('.png', '.jpg', '.jpeg', '.bmp', '.gif')):
with open(filepath, 'rb') as file: # noqa: ASYNC101
image_data = file.read()
encoded_image = base64.b64encode(image_data).decode('utf-8')
mime_type, _ = mimetypes.guess_type(filepath)
if mime_type is None:
mime_type = 'image/png' # default to PNG if mime type cannot be determined
encoded_image = f'data:{mime_type};base64,{encoded_image}'
return FileReadObservation(path=filepath, content=encoded_image)
elif filepath.lower().endswith('.pdf'):
with open(filepath, 'rb') as file: # noqa: ASYNC101
pdf_data = file.read()
encoded_pdf = base64.b64encode(pdf_data).decode('utf-8')
encoded_pdf = f'data:application/pdf;base64,{encoded_pdf}'
return FileReadObservation(path=filepath, content=encoded_pdf)
elif filepath.lower().endswith(('.mp4', '.webm', '.ogg')):
with open(filepath, 'rb') as file: # noqa: ASYNC101
video_data = file.read()
encoded_video = base64.b64encode(video_data).decode('utf-8')
mime_type, _ = mimetypes.guess_type(filepath)
if mime_type is None:
mime_type = 'video/mp4' # default to MP4 if MIME type cannot be determined
encoded_video = f'data:{mime_type};base64,{encoded_video}'
return FileReadObservation(path=filepath, content=encoded_video)
with open(filepath, 'r', encoding='utf-8') as file: # noqa: ASYNC101
lines = read_lines(file.readlines(), action.start, action.end)
except FileNotFoundError:
return ErrorObservation(
f'File not found: {filepath}. Your current working directory is {working_dir}.'
)
except UnicodeDecodeError:
return ErrorObservation(f'File could not be decoded as utf-8: {filepath}.')
except IsADirectoryError:
return ErrorObservation(
f'Path is a directory: {filepath}. You can only read files'
)
code_view = ''.join(lines)
return FileReadObservation(path=filepath, content=code_view)
async def write(self, action: FileWriteAction) -> Observation:
assert self.bash_session is not None
working_dir = self.bash_session.cwd
filepath = self._resolve_path(action.path, working_dir)
insert = action.content.split('\n')
if not os.path.exists(os.path.dirname(filepath)):
os.makedirs(os.path.dirname(filepath))
file_exists = os.path.exists(filepath)
if file_exists:
file_stat = os.stat(filepath)
else:
file_stat = None
mode = 'w' if not file_exists else 'r+'
try:
with open(filepath, mode, encoding='utf-8') as file: # noqa: ASYNC101
if mode != 'w':
all_lines = file.readlines()
new_file = insert_lines(insert, all_lines, action.start, action.end)
else:
new_file = [i + '\n' for i in insert]
file.seek(0)
file.writelines(new_file)
file.truncate()
except FileNotFoundError:
return ErrorObservation(f'File not found: {filepath}')
except IsADirectoryError:
return ErrorObservation(
f'Path is a directory: {filepath}. You can only write to files'
)
except UnicodeDecodeError:
return ErrorObservation(f'File could not be decoded as utf-8: {filepath}')
# Attempt to handle file permissions
try:
if file_exists:
assert file_stat is not None
# restore the original file permissions if the file already exists
os.chmod(filepath, file_stat.st_mode)
os.chown(filepath, file_stat.st_uid, file_stat.st_gid)
else:
# set the new file permissions if the file is new
os.chmod(filepath, 0o664)
os.chown(filepath, self.user_id, self.user_id)
except PermissionError as e:
return ErrorObservation(
f'File {filepath} written, but failed to change ownership and permissions: {e}'
)
return FileWriteObservation(content='', path=filepath)
async def edit(self, action: FileEditAction) -> Observation:
assert action.impl_source == FileEditSource.OH_ACI
result_str, (old_content, new_content) = _execute_file_editor(
self.file_editor,
command=action.command,
path=action.path,
file_text=action.file_text,
old_str=action.old_str,
new_str=action.new_str,
insert_line=action.insert_line,
enable_linting=False,
)
return FileEditObservation(
content=result_str,
path=action.path,
old_content=action.old_str,
new_content=action.new_str,
impl_source=FileEditSource.OH_ACI,
diff=get_diff(
old_contents=old_content or '',
new_contents=new_content or '',
filepath=action.path,
),
)
async def browse(self, action: BrowseURLAction) -> Observation:
await self._ensure_browser_ready()
return await browse(action, self.browser)
async def browse_interactive(self, action: BrowseInteractiveAction) -> Observation:
await self._ensure_browser_ready()
return await browse(action, self.browser)
def close(self):
self.memory_monitor.stop_monitoring()
if self.bash_session is not None:
self.bash_session.close()
if self.browser is not None:
self.browser.close()
if __name__ == '__main__':
logger.warning('Starting Action Execution Server')
parser = argparse.ArgumentParser()
parser.add_argument('port', type=int, help='Port to listen on')
parser.add_argument('--working-dir', type=str, help='Working directory')
parser.add_argument('--plugins', type=str, help='Plugins to initialize', nargs='+')
parser.add_argument(
'--username', type=str, help='User to run as', default='openhands'
)
parser.add_argument('--user-id', type=int, help='User ID to run as', default=1000)
parser.add_argument(
'--browsergym-eval-env',
type=str,
help='BrowserGym environment used for browser evaluation',
default=None,
)
# example: python client.py 8000 --working-dir /workspace --plugins JupyterRequirement
args = parser.parse_args()
# 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(65535, args.port + 10000)
)
server_url, _ = start_file_viewer_server(port=_file_viewer_port)
logger.info(f'File viewer server started at {server_url}')
plugins_to_load: list[Plugin] = []
if args.plugins:
for plugin in args.plugins:
if plugin not in ALL_PLUGINS:
raise ValueError(f'Plugin {plugin} not found')
plugins_to_load.append(ALL_PLUGINS[plugin]()) # type: ignore
client: ActionExecutor | None = None
@asynccontextmanager
async def lifespan(app: FastAPI):
global client
client = ActionExecutor(
plugins_to_load,
work_dir=args.working_dir,
username=args.username,
user_id=args.user_id,
browsergym_eval_env=args.browsergym_eval_env,
)
await client.ainit()
yield
# Clean up & release the resources
client.close()
app = FastAPI(lifespan=lifespan)
# TODO below 3 exception handlers were recommended by Sonnet.
# Are these something we should keep?
@app.exception_handler(Exception)
async def global_exception_handler(request: Request, exc: Exception):
logger.exception('Unhandled exception occurred:')
return JSONResponse(
status_code=500,
content={'detail': 'An unexpected error occurred. Please try again later.'},
)
@app.exception_handler(StarletteHTTPException)
async def http_exception_handler(request: Request, exc: StarletteHTTPException):
logger.error(f'HTTP exception occurred: {exc.detail}')
return JSONResponse(status_code=exc.status_code, content={'detail': exc.detail})
@app.exception_handler(RequestValidationError)
async def validation_exception_handler(
request: Request, exc: RequestValidationError
):
logger.error(f'Validation error occurred: {exc}')
return JSONResponse(
status_code=422,
content={
'detail': 'Invalid request parameters',
'errors': str(exc.errors()),
},
)
@app.middleware('http')
async def authenticate_requests(request: Request, call_next):
if request.url.path != '/alive' and request.url.path != '/server_info':
try:
verify_api_key(request.headers.get('X-Session-API-Key'))
except HTTPException as e:
return JSONResponse(
status_code=e.status_code, content={'detail': e.detail}
)
response = await call_next(request)
return response
@app.get('/server_info')
async def get_server_info():
assert client is not None
current_time = time.time()
uptime = current_time - client.start_time
idle_time = current_time - client.last_execution_time
response = {
'uptime': uptime,
'idle_time': idle_time,
'resources': get_system_stats(),
}
logger.info('Server info endpoint response: %s', response)
return response
@app.post('/execute_action')
async def execute_action(action_request: ActionRequest):
assert client is not None
try:
action = event_from_dict(action_request.action)
if not isinstance(action, Action):
raise HTTPException(status_code=400, detail='Invalid action type')
client.last_execution_time = time.time()
observation = await client.run_action(action)
return event_to_dict(observation)
except Exception as e:
logger.error(f'Error while running /execute_action: {str(e)}')
raise HTTPException(
status_code=500,
detail=traceback.format_exc(),
)
@app.post('/upload_file')
async def upload_file(
file: UploadFile, destination: str = '/', recursive: bool = False
):
assert client is not None
try:
# Ensure the destination directory exists
if not os.path.isabs(destination):
raise HTTPException(
status_code=400, detail='Destination must be an absolute path'
)
full_dest_path = destination
if not os.path.exists(full_dest_path):
os.makedirs(full_dest_path, exist_ok=True)
if recursive or file.filename.endswith('.zip'):
# For recursive uploads, we expect a zip file
if not file.filename.endswith('.zip'):
raise HTTPException(
status_code=400, detail='Recursive uploads must be zip files'
)
zip_path = os.path.join(full_dest_path, file.filename)
with open(zip_path, 'wb') as buffer: # noqa: ASYNC101
shutil.copyfileobj(file.file, buffer)
# Extract the zip file
shutil.unpack_archive(zip_path, full_dest_path)
os.remove(zip_path) # Remove the zip file after extraction
logger.debug(
f'Uploaded file {file.filename} and extracted to {destination}'
)
else:
# For single file uploads
file_path = os.path.join(full_dest_path, file.filename)
with open(file_path, 'wb') as buffer: # noqa: ASYNC101
shutil.copyfileobj(file.file, buffer)
logger.debug(f'Uploaded file {file.filename} to {destination}')
return JSONResponse(
content={
'filename': file.filename,
'destination': destination,
'recursive': recursive,
},
status_code=200,
)
except Exception as e:
raise HTTPException(status_code=500, detail=str(e))
@app.get('/download_files')
def download_file(path: str):
logger.debug('Downloading files')
try:
if not os.path.isabs(path):
raise HTTPException(
status_code=400, detail='Path must be an absolute path'
)
if not os.path.exists(path):
raise HTTPException(status_code=404, detail='File not found')
with tempfile.NamedTemporaryFile(suffix='.zip', delete=False) as temp_zip:
with ZipFile(temp_zip, 'w') as zipf:
for root, _, files in os.walk(path):
for file in files:
file_path = os.path.join(root, file)
zipf.write(
file_path, arcname=os.path.relpath(file_path, path)
)
return FileResponse(
path=temp_zip.name,
media_type='application/zip',
filename=f'{os.path.basename(path)}.zip',
background=BackgroundTask(lambda: os.unlink(temp_zip.name)),
)
except Exception as e:
raise HTTPException(status_code=500, detail=str(e))
@app.get('/alive')
async def alive():
if client is None or not client.initialized:
return {'status': 'not initialized'}
return {'status': 'ok'}
# ================================
# VSCode-specific operations
# ================================
@app.get('/vscode/connection_token')
async def get_vscode_connection_token():
assert client is not None
if 'vscode' in client.plugins:
plugin: VSCodePlugin = client.plugins['vscode'] # type: ignore
return {'token': plugin.vscode_connection_token}
else:
return {'token': None}
# ================================
# File-specific operations for UI
# ================================
@app.post('/list_files')
async def list_files(request: Request):
"""List files in the specified path.
This function retrieves a list of files from the agent's runtime file store,
excluding certain system and hidden files/directories.
To list files:
```sh
curl http://localhost:3000/api/list-files
```
Args:
request (Request): The incoming request object.
path (str, optional): The path to list files from. Defaults to '/'.
Returns:
list: A list of file names in the specified path.
Raises:
HTTPException: If there's an error listing the files.
"""
assert client is not None
# get request as dict
request_dict = await request.json()
path = request_dict.get('path', None)
# Get the full path of the requested directory
if path is None:
full_path = client.initial_cwd
elif os.path.isabs(path):
full_path = path
else:
full_path = os.path.join(client.initial_cwd, path)
if not os.path.exists(full_path):
# if user just removed a folder, prevent server error 500 in UI
return []
try:
# Check if the directory exists
if not os.path.exists(full_path) or not os.path.isdir(full_path):
return []
entries = os.listdir(full_path)
# Separate directories and files
directories = []
files = []
for entry in entries:
# Remove leading slash and any parent directory components
entry_relative = entry.lstrip('/').split('/')[-1]
# Construct the full path by joining the base path with the relative entry path
full_entry_path = os.path.join(full_path, entry_relative)
if os.path.exists(full_entry_path):
is_dir = os.path.isdir(full_entry_path)
if is_dir:
# add trailing slash to directories
# required by FE to differentiate directories and files
entry = entry.rstrip('/') + '/'
directories.append(entry)
else:
files.append(entry)
# Sort directories and files separately
directories.sort(key=lambda s: s.lower())
files.sort(key=lambda s: s.lower())
# Combine sorted directories and files
sorted_entries = directories + files
return sorted_entries
except Exception as e:
logger.error(f'Error listing files: {e}')
return []
logger.debug(f'Starting action execution API on port {args.port}')
run(app, host='0.0.0.0', port=args.port)
@@ -3,7 +3,21 @@ import socket
import time
def find_available_tcp_port(min_port=30000, max_port=39999, max_attempts=10) -> int:
def check_port_available(port: int) -> bool:
sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
try:
sock.bind(('0.0.0.0', port))
return True
except OSError:
time.sleep(0.1) # Short delay to further reduce chance of collisions
return False
finally:
sock.close()
def find_available_tcp_port(
min_port: int = 30000, max_port: int = 39999, max_attempts: int = 10
) -> int:
"""Find an available TCP port in a specified range.
Args:
@@ -14,20 +28,17 @@ def find_available_tcp_port(min_port=30000, max_port=39999, max_attempts=10) ->
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)
for port in ports[:max_attempts]:
sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
try:
sock.bind(('localhost', port))
if check_port_available(port):
return port
except OSError:
time.sleep(0.1) # Short delay to further reduce chance of collisions
continue
finally:
sock.close()
return -1
-22
View File
@@ -1,22 +0,0 @@
#
services:
openhands:
build:
context: ./
dockerfile: ./containers/app/Dockerfile
image: openhands:latest
container_name: openhands-app-${DATE:-}
environment:
- SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-ghcr.io/all-hands-ai/runtime:0.9-nikolaik}
- SANDBOX_USER_ID=${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
pull_policy: build
stdin_open: true
tty: true
-248
View File
@@ -1,248 +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 = ""
# Base path for the workspace
workspace_base = "./workspace"
# Cache directory path
#cache_dir = "/tmp/cache"
# Debugging enabled
#debug = false
# Disable color in terminal output
#disable_color = false
# Enable saving and restoring the session when run from CLI
#enable_cli_session = false
# Path to store trajectories
#trajectories_path="./trajectories"
# File store path
#file_store_path = "/tmp/file_store"
# File store type
#file_store = "memory"
# List of allowed file extensions for uploads
#file_uploads_allowed_extensions = [".*"]
# 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 = 100
# 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 = "eventstream"
# 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 = [".*"]
#################################### 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
api_key = "your-api-key"
# API base URL
#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 = ""
# Embedding API base URL
#embedding_base_url = ""
# Embedding deployment name
#embedding_deployment_name = ""
# Embedding model to use
embedding_model = "local"
# 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
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
# 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
[llm.gpt4o-mini]
api_key = "your-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]
# Name of the micro agent to use for this agent
#micro_agent_name = ""
# Memory enabled
#memory_enabled = false
# Memory maximum threads
#memory_max_threads = 3
# LLM config group to use
#llm_config = 'your-llm-config-group'
[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
# 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 = ""
#################################### Security ###################################
# Configuration for security features
##############################################################################
[security]
# Enable confirmation mode
#confirmation_mode = false
# The security analyzer to use
#security_analyzer = ""
#################################### Eval ####################################
# Configuration for the evaluation, please refer to the specific evaluation
# plugin for the available options
##############################################################################
-12
View File
@@ -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 .
```
-93
View File
@@ -1,93 +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,llama-index --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
RUN mkdir -p $WORKSPACE_BASE
RUN apt-get update -y \
&& apt-get install -y curl ssh sudo
# 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 ./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"]
-4
View File
@@ -1,4 +0,0 @@
DOCKER_REGISTRY=ghcr.io
DOCKER_ORG=all-hands-ai
DOCKER_IMAGE=openhands
DOCKER_BASE_DIR="."
-64
View File
@@ -1,64 +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 [[ "$SANDBOX_USER_ID" -eq 0 ]]; then
echo "Running OpenHands as root"
export RUN_AS_OPENHANDS=false
mkdir -p /root/.cache/ms-playwright/
if [ -d "/home/openhands/.cache/ms-playwright/" ]; then
mv /home/openhands/.cache/ms-playwright/ /root/.cache/
fi
"$@"
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
-156
View File
@@ -1,156 +0,0 @@
#!/bin/bash
set -eo pipefail
# Initialize variables with default values
image_name=""
org_name=""
push=0
load=0
tag_suffix=""
# Function to display usage information
usage() {
echo "Usage: $0 -i <image_name> [-o <org_name>] [--push] [--load] [-t <tag_suffix>]"
echo " -i: Image name (required)"
echo " -o: Organization name"
echo " --push: Push the image"
echo " --load: Load the image"
echo " -t: Tag suffix"
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="$2"; shift 2 ;;
*) usage ;;
esac
done
# Check if required arguments are provided
if [[ -z "$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 $DOCKER_IMAGE_HASH_TAG is set, add it to the tags
if [[ -n "$DOCKER_IMAGE_HASH_TAG" ]]; then
tags+=("$DOCKER_IMAGE_HASH_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: $DOCKER_BASE_DIR"
args=""
for tag in "${tags[@]}"; do
args+=" -t $DOCKER_REPOSITORY:$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
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
-124
View File
@@ -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 >= 18.17.1
RUN curl -fsSL https://deb.nodesource.com/setup_18.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/ \
<<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"]
-54
View File
@@ -1,54 +0,0 @@
# Develop in Docker
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.
-38
View File
@@ -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=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-ghcr.io/all-hands-ai/runtime:0.9-nikolaik}
- SANDBOX_USER_ID=${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
- $HOME/.npmrc:/root/.npmrc:ro
# cache
- cache-data:/root/.cache
pull_policy: never
stdin_open: true
tty: true
##
volumes:
cache-data:
-39
View File
@@ -1,39 +0,0 @@
#!/bin/bash
set -o pipefail
function get_docker() {
echo "Docker is required to build and run OpenHands."
echo "https://docs.docker.com/get-started/get-docker/"
exit 1
}
function check_tools() {
command -v docker &>/dev/null || get_docker
}
function exit_if_indocker() {
if [ -f /.dockerenv ]; then
echo "Running inside a Docker container. Exiting..."
exit 1
fi
}
#
exit_if_indocker
check_tools
##
OPENHANDS_WORKSPACE=$(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
##
-19
View File
@@ -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/*
-15
View File
@@ -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"
```
-14
View File
@@ -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"
-12
View File
@@ -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
```
-7
View File
@@ -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_HASH_TAG=
-43
View File
@@ -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
-9
View File
@@ -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
-26
View File
@@ -1,26 +0,0 @@
[lint]
select = [
"E",
"W",
"F",
"I",
"Q",
"B",
]
ignore = [
"E501",
"B003",
"B007",
"B009",
"B010",
"B904",
"B018",
]
[lint.flake8-quotes]
docstring-quotes = "double"
inline-quotes = "single"
[format]
quote-style = "single"
-20
View File
@@ -1,20 +0,0 @@
# Dependencies
/node_modules
# Production
/build
# 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*
-41
View File
@@ -1,41 +0,0 @@
# Website
This website is built using [Docusaurus](https://docusaurus.io/), a modern static website generator.
### Installation
```
$ yarn
```
### Local Development
```
$ yarn start
```
This command starts a local development server and opens up a browser window. Most changes are reflected live without having to restart the server.
### Build
```
$ yarn build
```
This command generates static content into the `build` directory and can be served using any static contents hosting service.
### Deployment
Using SSH:
```
$ USE_SSH=true yarn deploy
```
Not using SSH:
```
$ GIT_USER=<Your GitHub username> yarn deploy
```
If you are using GitHub pages for hosting, this command is a convenient way to build the website and push to the `gh-pages` branch.
-3
View File
@@ -1,3 +0,0 @@
module.exports = {
presets: [require.resolve('@docusaurus/core/lib/babel/preset')],
};
-107
View File
@@ -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'],
localeConfigs: {
en: {
htmlLang: 'en-GB',
},
},
},
markdown: {
mermaid: true,
},
themes: ['@docusaurus/theme-mermaid'],
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",
},
{
type: "docSidebar",
sidebarId: "apiSidebar",
position: "left",
label: "Python API",
},
{
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;
-406
View File
@@ -1,406 +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"
}
}
@@ -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"
}
}
@@ -1,18 +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"
}
}
@@ -1,3 +0,0 @@
# Documentation Python
Les documents apparaîtront ici après le déploiement.
@@ -1,5 +0,0 @@
{
"items": ["python/python"],
"label": "Backend",
"type": "categorie"
}
@@ -1,53 +0,0 @@
---
sidebar_position: 7
---
# 📚 Divers {#misc}
## ⭐️ Stratégie de Recherche {#research-strategy}
La réalisation d'une réplication complète des applications de production avec les LLM est une entreprise complexe. Notre stratégie implique :
1. **Recherche Technique de Base :** Se concentrer sur la recherche fondamentale pour comprendre et améliorer les aspects techniques de la génération et de la gestion de code.
2. **Compétences Spécialisées :** Améliorer l'efficacité des composants de base grâce à la curation des données, aux méthodes de formation, et plus encore.
3. **Planification des Tâches :** Développer des capacités pour la détection de bogues, la gestion du code source et l'optimisation.
4. **Évaluation :** Établir des métriques d'évaluation complètes pour mieux comprendre et améliorer nos modèles.
## 🚧 Agent Par Défaut {#default-agent}
- Notre agent par défaut est actuellement le CodeActAgent, capable de générer du code et de gérer des fichiers. Nous travaillons sur d'autres implémentations d'agents, y compris [SWE Agent](https://swe-agent.com/). Vous pouvez [lire à propos de notre ensemble actuel d'agents ici](./agents).
## 🤝 Comment Contribuer {#how-to-contribute}
OpenHands est un projet communautaire, et nous accueillons les contributions de tout le monde. Que vous soyez développeur, chercheur, ou simplement enthousiaste à l'idée de faire progresser le domaine de l'ingénierie logicielle avec l'IA, il existe de nombreuses façons de vous impliquer :
- **Contributions de Code :** Aidez-nous à développer les fonctionnalités de base, l'interface frontend ou les solutions de sandboxing.
- **Recherche et Évaluation :** Contribuez à notre compréhension des LLM en ingénierie logicielle, participez à l'évaluation des modèles ou suggérez des améliorations.
- **Retour d'Information et Tests :** Utilisez l'ensemble d'outils OpenHands, signalez des bogues, suggérez des fonctionnalités ou fournissez des retours sur l'ergonomie.
Pour plus de détails, veuillez consulter [ce document](https://github.com/All-Hands-AI/OpenHands/blob/main/CONTRIBUTING.md).
## 🤖 Rejoignez Notre Communauté {#join-our-community}
Nous avons maintenant à la fois un espace de travail Slack pour la collaboration sur la construction d'OpenHands et un serveur Discord pour discuter de tout ce qui est lié, par exemple, à ce projet, aux LLM, aux agents, etc.
- [Espace de travail Slack](https://join.slack.com/t/opendevin/shared_invite/zt-2oikve2hu-UDxHeo8nsE69y6T7yFX_BA)
- [Serveur Discord](https://discord.gg/ESHStjSjD4)
Si vous souhaitez contribuer, n'hésitez pas à rejoindre notre communauté. Simplifions l'ingénierie logicielle ensemble !
🐚 **Codez moins, créez plus avec OpenHands.**
[![Star History Chart](https://api.star-history.com/svg?repos=All-Hands-AI/OpenHands&type=Date)](https://star-history.com/#All-Hands-AI/OpenHands&Date)
## 🛠️ Construit Avec {#built-with}
OpenHands est construit en utilisant une combinaison de cadres et de bibliothèques puissants, offrant une base robuste pour son développement. Voici les technologies clés utilisées dans le projet :
![FastAPI](https://img.shields.io/badge/FastAPI-black?style=for-the-badge) ![uvicorn](https://img.shields.io/badge/uvicorn-black?style=for-the-badge) ![LiteLLM](https://img.shields.io/badge/LiteLLM-black?style=for-the-badge) ![Docker](https://img.shields.io/badge/Docker-black?style=for-the-badge) ![Ruff](https://img.shields.io/badge/Ruff-black?style=for-the-badge) ![MyPy](https://img.shields.io/badge/MyPy-black?style=for-the-badge) ![LlamaIndex](https://img.shields.io/badge/LlamaIndex-black?style=for-the-badge) ![React](https://img.shields.io/badge/React-black?style=for-the-badge)
Veuillez noter que la sélection de ces technologies est en cours, et que des technologies supplémentaires peuvent être ajoutées ou des existantes supprimées au fur et à mesure de l'évolution du projet. Nous nous efforçons d'adopter les outils les plus adaptés et efficaces pour améliorer les capacités d'OpenHands.
## 📜 Licence {#license}
Distribué sous la licence MIT. Voir [notre licence](https://github.com/All-Hands-AI/OpenHands/blob/main/LICENSE) pour plus d'informations.
@@ -1,98 +0,0 @@
---
sidebar_position: 3
---
# 🧠 Agents et Capacités
## Agent CodeAct
### Description
Cet agent implémente l'idée CodeAct ([article](https://arxiv.org/abs/2402.01030), [tweet](https://twitter.com/xingyaow_/status/1754556835703751087)) qui consolide les **act**ions des agents LLM en un espace d'action **code** unifié pour à la fois la _simplicité_ et la _performance_ (voir article pour plus de détails).
L'idée conceptuelle est illustrée ci-dessous. À chaque tour, l'agent peut :
1. **Converse** : Communiquer avec les humains en langage naturel pour demander des clarifications, des confirmations, etc.
2. **CodeAct** : Choisir d'accomplir la tâche en exécutant du code
- Exécuter toute commande `bash` Linux valide
- Exécuter tout code `Python` valide avec [un interpréteur Python interactif](https://ipython.org/). Cela est simulé à travers la commande `bash`, voir le système de plugin ci-dessous pour plus de détails.
![image](https://github.com/All-Hands-AI/OpenHands/assets/38853559/92b622e3-72ad-4a61-8f41-8c040b6d5fb3)
### Système de Plugin
Pour rendre l'agent CodeAct plus puissant avec seulement l'accès à l'espace d'action `bash`, l'agent CodeAct exploite le système de plugins d'OpenHands:
- [Plugin Jupyter](https://github.com/All-Hands-AI/OpenHands/tree/main/openhands/runtime/plugins/jupyter) : pour l'exécution d'IPython via la commande bash
- [Plugin outil agent SWE](https://github.com/All-Hands-AI/OpenHands/tree/main/openhands/runtime/plugins/swe_agent_commands) : Outils de ligne de commande bash puissants pour les tâches de développement logiciel introduits par [swe-agent](https://github.com/princeton-nlp/swe-agent).
### Démonstration
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)_
### Actions
`Action`,
`CmdRunAction`,
`IPythonRunCellAction`,
`AgentEchoAction`,
`AgentFinishAction`,
`AgentTalkAction`
### Observations
`CmdOutputObservation`,
`IPythonRunCellObservation`,
`AgentMessageObservation`,
`UserMessageObservation`
### Méthodes
| Méthode | Description |
| ---------------- | ----------------------------------------------------------------------------------------------------------------------------------------------- |
| `__init__` | Initialise un agent avec `llm` et une liste de messages `list[Mapping[str, str]]` |
| `step` | Effectue une étape en utilisant l'agent CodeAct. Cela inclut la collecte d'informations sur les étapes précédentes et invite le modèle à exécuter une commande. |
### En cours de réalisation & prochaine étape
[] Support de la navigation sur le web
[] Compléter le workflow pour l'agent CodeAct afin de soumettre des PRs Github
## Agent Planificateur
### Description
L'agent planificateur utilise une stratégie d'incitation spéciale pour créer des plans à long terme pour résoudre les problèmes.
L'agent reçoit ses paires action-observation précédentes, la tâche actuelle, et un indice basé sur la dernière action effectuée à chaque étape.
### Actions
`NullAction`,
`CmdRunAction`,
`BrowseURLAction`,
`GithubPushAction`,
`FileReadAction`,
`FileWriteAction`,
`AgentThinkAction`,
`AgentFinishAction`,
`AgentSummarizeAction`,
`AddTaskAction`,
`ModifyTaskAction`,
### Observations
`Observation`,
`NullObservation`,
`CmdOutputObservation`,
`FileReadObservation`,
`BrowserOutputObservation`
### Méthodes
| Méthode | Description |
| ---------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `__init__` | Initialise un agent avec `llm` |
| `step` | Vérifie si l'étape actuelle est terminée, retourne `AgentFinishAction` si oui. Sinon, crée une incitation de planification et l'envoie au modèle pour inférence, en ajoutant le résultat comme prochaine action. |
@@ -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.
![system_architecture.svg](/img/system_architecture.svg)
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._
![backend_architecture.svg](/img/backend_architecture.svg)
<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>
@@ -1,101 +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 ```sandbox_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
Lorsqu'une image personnalisée est utilisée pour la première fois, elle ne sera pas trouvée et donc elle sera construite (à l'exécution ultérieure, l'image construite sera trouvée et renvoyée).
L'image personnalisée est construite avec [_build_sandbox_image()](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/runtime/docker/image_agnostic_util.py#L29), qui crée un fichier docker en utilisant votre image personnalisée comme base et configure ensuite l'environnement pour OpenHands, comme ceci:
```python
dockerfile_content = (
f'FROM {base_image}\n'
'RUN apt update && apt install -y openssh-server wget sudo\n'
'RUN mkdir -p -m0755 /var/run/sshd\n'
'RUN mkdir -p /openhands && mkdir -p /openhands/logs && chmod 777 /openhands/logs\n'
'RUN wget "https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-$(uname)-$(uname -m).sh"\n'
'RUN bash Miniforge3-$(uname)-$(uname -m).sh -b -p /openhands/miniforge3\n'
'RUN bash -c ". /openhands/miniforge3/etc/profile.d/conda.sh && conda config --set changeps1 False && conda config --append channels conda-forge"\n'
'RUN echo "export PATH=/openhands/miniforge3/bin:$PATH" >> ~/.bashrc\n'
'RUN echo "export PATH=/openhands/miniforge3/bin:$PATH" >> /openhands/bash.bashrc\n'
).strip()
```
> Remarque: Le nom de l'image est modifié via [_get_new_image_name()](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/runtime/docker/image_agnostic_util.py#L63) et c'est ce nom modifié qui sera recherché lors des exécutions ultérieures.
## 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 sandbox_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"
sandbox_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```
## Discuter
Pour d'autres problèmes ou questions rejoignez le [Slack](https://join.slack.com/t/opendevin/shared_invite/zt-2oikve2hu-UDxHeo8nsE69y6T7yFX_BA) ou le [Discord](https://discord.gg/ESHStjSjD4) et demandez!
@@ -1,18 +0,0 @@
---
sidebar_position: 6
---
# ✅ Fournir des Commentaires
Lorsque vous utilisez OpenHands, vous rencontrerez sans aucun doute 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 l'équipe de développement et, peut-être plus important encore, créer un corpus ouvert d'exemples de formation pour les agents de codage -- Partagez-OpenHands !
## 📝 Comment Fournir des Commentaires
Fournir des commentaires est simple ! Lorsque vous utilisez OpenHands, vous pouvez appuyer sur le bouton de pouce vers le haut ou vers le bas à n'importe quel moment de votre interaction. Vous serez invité à fournir votre adresse email (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="Lecteur vidéo YouTube" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
## 📜 Licence de Données et Confidentialité
* Les données **publiques** seront distribuées sous la licence MIT, comme OpenHands lui-même, et pourront être utilisées par la communauté pour former 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.
@@ -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/opendevin/shared_invite/zt-2oikve2hu-UDxHeo8nsE69y6T7yFX_BA">
<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
@@ -1,37 +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/&lt;your-actual-gpt-deployment-name&gt;". 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"
```
@@ -1,28 +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>"
```
@@ -1,44 +0,0 @@
---
sidebar_position: 2
---
# 🤖 Backends LLM
OpenHands peut fonctionner avec n'importe quel backend LLM.
Pour une liste complète des fournisseurs et des modèles LM disponibles, veuillez consulter la
[documentation litellm](https://docs.litellm.ai/docs/providers).
:::warning
OpenHands émettra de nombreuses invitations au LLM que vous configurez. La plupart de ces LLM coûtent de l'argent -- assurez-vous de définir des limites de dépenses et de surveiller l'utilisation.
:::
La variable d'environnement `LLM_MODEL` contrôle le modèle utilisé dans les interactions programmatiques.
Mais en utilisant l'interface utilisateur OpenHands, vous devrez choisir votre modèle dans la fenêtre des paramètres (la roue dentée en bas à gauche).
Les variables d'environnement suivantes peuvent être nécessaires pour certains LLM :
- `LLM_API_KEY`
- `LLM_BASE_URL`
- `LLM_EMBEDDING_MODEL`
- `LLM_EMBEDDING_DEPLOYMENT_NAME`
- `LLM_API_VERSION`
Nous avons quelques guides pour exécuter OpenHands avec des fournisseurs de modèles spécifiques :
- [ollama](llms/local-llms)
- [Azure](llms/azure-llms)
Si vous utilisez un autre fournisseur, nous vous encourageons à ouvrir une PR pour partager votre configuration !
## Remarque sur les modèles alternatifs
Les meilleurs modèles sont GPT-4 et Claude 3. Les modèles locaux et open source actuels ne sont pas aussi puissants.
Lors de l'utilisation d'un modèle alternatif, vous pouvez constater des temps d'attente prolongés entre les messages,
des réponses de mauvaise qualité ou des erreurs sur des JSON mal formés. OpenHands
ne peut être aussi puissant que les modèles qui le pilotent -- heureusement, les membres de notre équipe travaillent activement à la construction de meilleurs modèles open source !
## Réessais d'API et limites de taux
Certains LLM ont des limites de taux et peuvent nécessiter des réessais. OpenHands réessaiera automatiquement les demandes s'il reçoit une erreur 429 ou une erreur de connexion API.
Vous pouvez définir les variables d'environnement `LLM_NUM_RETRIES`, `LLM_RETRY_MIN_WAIT`, `LLM_RETRY_MAX_WAIT` pour contrôler le nombre de réessais et le temps entre les réessais.
Par défaut, `LLM_NUM_RETRIES` est 8 et `LLM_RETRY_MIN_WAIT`, `LLM_RETRY_MAX_WAIT` sont respectivement de 15 secondes et 120 secondes.
@@ -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"}'
```
@@ -1,207 +0,0 @@
---
sidebar_position: 5
---
# 🚧 Dépannage
Il existe certains messages d'erreur qui sont souvent signalés par les utilisateurs.
Nous essaierons de rendre le processus d'installation plus facile et ces messages d'erreur
mieux à l'avenir. Mais pour l'instant, vous pouvez rechercher votre message d'erreur ci-dessous et voir s'il existe des solutions de contournement.
Pour chacun de ces messages d'erreur, **il existe un problème existant**. Veuillez ne pas
ouvrir un nouveau problème - commentez simplement dessus.
Si vous trouvez plus d'informations ou une solution de contournement pour l'un de ces problèmes, veuillez ouvrir un *PR* pour ajouter des détails à ce fichier.
:::tip
Si vous utilisez Windows et que vous rencontrez des problèmes, consultez notre [guide pour les utilisateurs de Windows (WSL)](troubleshooting/windows).
:::
## Impossible de se connecter à Docker
[Problème GitHub](https://github.com/All-Hands-AI/OpenHands/issues/1226)
### Symptômes
```bash
Erreur lors de la création du contrôleur. Veuillez vérifier que Docker est en cours d'exécution et visitez `https://docs.all-hands.dev/modules/usage/troubleshooting` pour plus d'informations sur le débogage.
```
```bash
docker.errors.DockerException: Erreur lors de la récupération de la version de l'API du serveur : ('Connection aborted.', FileNotFoundError(2, 'Aucun fichier ou répertoire de ce type'))
```
### Détails
OpenHands utilise un conteneur Docker pour effectuer son travail en toute sécurité, sans risquer de briser votre machine.
### Solutions de contournement
* Exécutez `docker ps` pour vous assurer que docker est en cours d'exécution
* Assurez-vous que vous n'avez pas besoin de `sudo` pour exécuter docker [voir ici](https://www.baeldung.com/linux/docker-run-without-sudo)
* Si vous êtes sur un Mac, vérifiez les [exigences en matière d'autorisations](https://docs.docker.com/desktop/mac/permission-requirements/) et envisagez particulièrement d'activer l'option `Allow the default Docker socket to be used` sous `Settings > Advanced` dans Docker Desktop.
* De plus, mettez à jour Docker vers la dernière version sous `Check for Updates`
## Impossible de se connecter à la boîte SSH
[Problème GitHub](https://github.com/All-Hands-AI/OpenHands/issues/1156)
### Symptômes
```python
self.shell = DockerSSHBox(
...
pexpect.pxssh.ExceptionPxssh: Impossible d'établir une connexion avec l'hôte
```
### Détails
Par défaut, OpenHands se connecte à un conteneur en cours d'exécution via SSH. Sur certaines machines,
en particulier Windows, cela semble échouer.
### Solutions de contournement
* Redémarrez votre ordinateur (parfois cela fonctionne)
* Assurez-vous d'avoir les dernières versions de WSL et Docker
* Vérifiez que votre distribution dans WSL est également à jour
* Essayez [ce guide de réinstallation](https://github.com/All-Hands-AI/OpenHands/issues/1156#issuecomment-2064549427)
## Impossible de se connecter à LLM
[Problème GitHub](https://github.com/All-Hands-AI/OpenHands/issues/1208)
### Symptômes
```python
File "/app/.venv/lib/python3.12/site-packages/openai/_exceptions.py", line 81, in __init__
super().__init__(message, response.request, body=body)
^^^^^^^^^^^^^^^^
AttributeError: 'NoneType' object has no attribute 'request'
```
### Détails
[Problèmes GitHub](https://github.com/All-Hands-AI/OpenHands/issues?q=is%3Aissue+is%3Aopen+404)
Cela se produit généralement avec les configurations de LLM *locales*, lorsque OpenHands ne parvient pas à se connecter au serveur LLM.
Consultez notre guide pour [LLMs locaux](llms/local-llms) pour plus d'informations.
### Solutions de contournement
* Vérifiez votre `base_url` dans votre config.toml (si elle existe) sous la section "llm"
* Vérifiez que ollama (ou tout autre LLM que vous utilisez) fonctionne correctement
* Assurez-vous d'utiliser `--add-host host.docker.internal:host-gateway` lorsque vous utilisez Docker
## `404 Ressource non trouvée`
### Symptômes
```python
Traceback (most recent call last):
File "/app/.venv/lib/python3.12/site-packages/litellm/llms/openai.py", line 414, in completion
raise e
File "/app/.venv/lib/python3.12/site-packages/litellm/llms/openai.py", line 373, in completion
response = openai_client.chat.completions.create(**data, timeout=timeout) # type: ignore
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/app/.venv/lib/python3.12/site-packages/openai/_utils/_utils.py", line 277, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/app/.venv/lib/python3.12/site-packages/openai/resources/chat/completions.py", line 579, in create
return self._post(
^^^^^^^^^^^
File "/app/.venv/lib/python3.12/site-packages/openai/_base_client.py", line 1232, in post
return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/app/.venv/lib/python3.12/site-packages/openai/_base_client.py", line 921, in request
return self._request(
^^^^^^^^^^^^^^
File "/app/.venv/lib/python3.12/site-packages/openai/_base_client.py", line 1012, in _request
raise self._make_status_error_from_response(err.response) from None
openai.NotFoundError: Code d'erreur : 404 - {'error': {'code': '404', 'message': 'Ressource non trouvée'}}
```
### Détails
Cela se produit lorsque LiteLLM (notre bibliothèque pour se connecter à différents fournisseurs de LLM) ne parvient pas à trouver
le point de terminaison API avec lequel vous essayez de vous connecter. Cela arrive le plus souvent aux utilisateurs de Azure ou ollama.
### Solutions de contournement
* Vérifiez que vous avez correctement défini `LLM_BASE_URL`
* Vérifiez que le modèle est correctement défini, en fonction des [docs de LiteLLM](https://docs.litellm.ai/docs/providers)
* Si vous êtes en cours d'exécution dans l'interface utilisateur, assurez-vous de définir le `model` dans le modal des paramètres
* Si vous êtes en cours d'exécution sans interface (via main.py), assurez-vous de définir `LLM_MODEL` dans votre env/config
* Assurez-vous de suivre les instructions spéciales de votre fournisseur de LLM
* [ollama](/fr/modules/usage/llms/local-llms)
* [Azure](/fr/modules/usage/llms/azure-llms)
* [Google](/fr/modules/usage/llms/google-llms)
* Assurez-vous que votre clé API est correcte
* Voyez si vous pouvez vous connecter au LLM en utilisant `curl`
* Essayez de [vous connecter via LiteLLM directement](https://github.com/BerriAI/litellm) pour tester votre configuration
## `make build` bloqué sur les installations de packages
### Symptômes
Installation de package bloquée sur `En attente...` sans aucun message d'erreur :
```bash
Opérations de package : 286 installations, 0 mises à jour, 0 suppressions
- Installation de certifi (2024.2.2) : En attente...
- Installation de h11 (0.14.0) : En attente...
- Installation de idna (3.7) : En attente...
- Installation de sniffio (1.3.1) : En attente...
- Installation de typing-extensions (4.11.0) : En attente...
```
### Détails
Dans de rares cas, `make build` peut sembler bloqué sur les installations de packages
sans aucun message d'erreur.
### Solutions de contournement
* Le gestionnaire de packages Poetry peut manquer d'un paramètre de configuration concernant
l'emplacement où doivent être recherchées les informations d'identification (keyring).
### Solution de contournement
Tout d'abord, vérifiez avec `env` si une valeur pour `PYTHON_KEYRING_BACKEND` existe.
Sinon, exécutez la commande ci-dessous pour la définir à une valeur connue et réessayez la construction :
```bash
export PYTHON_KEYRING_BACKEND=keyring.backends.null.Keyring
```
## Les sessions ne sont pas restaurées
### Symptômes
OpenHands demande généralement s'il faut reprendre ou commencer une nouvelle session lors de l'ouverture de l'interface utilisateur.
Mais cliquer sur "Reprendre" démarre toujours une toute nouvelle discussion.
### Détails
Avec une installation standard à ce jour, 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 donc non récupérables.
### Solutions de contournement
* Modifiez la configuration pour rendre les sessions persistantes en éditant le fichier `config.toml`
(dans le dossier racine d'OpenHands) en spécifiant un `file_store` et un
`file_store_path` absolu :
```toml
file_store="local"
file_store_path="/absolute/path/to/openhands/cache/directory"
```
* Ajoutez un secret jwt fixe dans votre .bashrc, comme ci-dessous, afin que les id de session précédents
restent acceptés.
```bash
EXPORT JWT_SECRET=A_CONST_VALUE
```
@@ -1,76 +0,0 @@
# Notes pour les utilisateurs de Windows et WSL
OpenHands ne supporte Windows que via [WSL](https://learn.microsoft.com/en-us/windows/wsl/install).
Veuillez vous assurer de lancer toutes les commandes à l'intérieur de votre terminal WSL.
## Dépannage
### Erreur : 'docker' n'a pas pu être trouvé dans cette distribution WSL 2.
Si vous utilisez Docker Desktop, assurez-vous de le démarrer avant d'exécuter toute commande docker depuis l'intérieur de WSL.
Docker doit également avoir l'option d'intégration WSL activée.
### Recommandation : Ne pas exécuter en tant qu'utilisateur root
Pour des raisons de sécurité, il est fortement recommandé de ne pas exécuter OpenHands en tant qu'utilisateur root, mais en tant qu'utilisateur avec un UID non nul.
De plus, les sandboxes persistants ne seront pas pris en charge lors de l'exécution en tant que root et un message approprié pourrait apparaître lors du démarrage d'OpenHands.
Références :
* [Pourquoi il est mauvais de se connecter en tant que root](https://askubuntu.com/questions/16178/why-is-it-bad-to-log-in-as-root)
* [Définir l'utilisateur par défaut dans WSL](https://www.tenforums.com/tutorials/128152-set-default-user-windows-subsystem-linux-distro-windows-10-a.html#option2)
Astuce pour la 2e référence : pour les utilisateurs d'Ubuntu, la commande pourrait en fait être "ubuntupreview" au lieu de "ubuntu".
### Échec de la création de l'utilisateur openhands
Si vous rencontrez l'erreur suivante lors de l'installation :
```sh
Exception: Failed to create openhands user in sandbox: 'useradd: UID 0 is not unique'
```
Vous pouvez la résoudre en exécutant :
```sh
export SANDBOX_USER_ID=1000
```
### Installation de Poetry
* Si vous rencontrez des problèmes pour exécuter Poetry même après l'avoir installé pendant le processus de construction, il peut être nécessaire d'ajouter son chemin binaire à votre environnement :
```sh
export PATH="$HOME/.local/bin:$PATH"
```
* Si `make build` s'arrête avec une erreur telle que :
```sh
ModuleNotFoundError: no module named <module-name>
```
Cela pourrait être un problème avec le cache de Poetry.
Essayez d'exécuter ces 2 commandes l'une après l'autre :
```sh
rm -r ~/.cache/pypoetry
make build
```
### L'objet NoneType n'a pas d'attribut 'request'
Si vous rencontrez des problèmes liés au réseau, tels que `NoneType object has no attribute 'request'` lors de l'exécution de `make run`, il peut être nécessaire de configurer vos paramètres réseau WSL2. Suivez ces étapes :
* Ouvrez ou créez le fichier `.wslconfig` situé à `C:\Users\%username%\.wslconfig` sur votre machine hôte Windows.
* Ajoutez la configuration suivante au fichier `.wslconfig` :
```sh
[wsl2]
networkingMode=mirrored
localhostForwarding=true
```
* Enregistrez le fichier `.wslconfig`.
* Redémarrez WSL2 complètement en quittant toute instance WSL2 en cours d'exécution et en exécutant la commande `wsl --shutdown` dans votre invite de commande ou terminal.
* Après avoir redémarré WSL, essayez d'exécuter `make run` à nouveau.
Le problème réseau devrait être résolu.
@@ -1,26 +0,0 @@
{
"title": {
"message": "OpenHands",
"description": "The title in the navbar"
},
"logo.alt": {
"message": "OpenHands",
"description": "The alt text of navbar logo"
},
"item.label.Docs": {
"message": "Docs",
"description": "Navbar item with label Docs"
},
"item.label.Codebase": {
"message": "Codebase",
"description": "Navbar item with label Codebase"
},
"item.label.FAQ": {
"message": "FAQ",
"description": "Navbar item with label FAQ"
},
"item.label.GitHub": {
"message": "GitHub",
"description": "Navbar item with label GitHub"
}
}
-406
View File
@@ -1,406 +0,0 @@
{
"footer.title": {
"message": "OpenHands"
},
"footer.docs": {
"message": "文档"
},
"footer.community": {
"message": "社区"
},
"footer.copyright": {
"message": "版权所有 © {year} OpenHands"
},
"faq.title": {
"message": "常见问题解答",
"description": "FAQ Title"
},
"faq.description": {
"message": "常见问题解答"
},
"faq.section.title.1": {
"message": "什么是OpenHands",
"description": "First Section Title"
},
"faq.section.highlight": {
"message": "OpenHands",
"description": "Highlight Text"
},
"faq.section.description.1": {
"message": "是一个自主的软件工程师,能够端到端地解决软件工程和网页浏览任务。它能执行数据科学查询,如 \"查找上个月OpenHands仓库中的拉取请求数量\",还能处理软件工程任务,例如 \"请为这个文件添加测试并验证所有测试都通过,如果没有修复该文件\"。",
"description": "Description for OpenHands"
},
"faq.section.description.2": {
"message": "同时,OpenHands是一个代理开发者平台和社区,用于测试和评估新代理的环境。",
"description": "Further Description for OpenHands"
},
"faq.section.title.2": {
"message": "支持",
"description": "Support Section Title"
},
"faq.section.support.answer": {
"message": "如果您发现了可能影响他人的问题,请在 {githubLink} 上提交一个 bug。如果遇到安装困难或有其他疑问,可以访问 {discordLink} 或 {slackLink} 进行提问。",
"description": "Support Answer"
},
"faq.section.title.3": {
"message": "如何使用OpenHands解决GitHub上的问题?",
"description": "GitHub Issue Section Title"
},
"faq.section.github.steps.intro": {
"message": "要通过OpenHands解决GitHub上的问题,您可以发送一个提示给OpenHands,请它按照以下步骤操作:",
"description": "GitHub Steps Introduction"
},
"faq.section.github.step1": {
"message": "阅读问题 https://github.com/All-Hands-AI/OpenHands/issues/1611",
"description": "GitHub Step 1"
},
"faq.section.github.step2": {
"message": "克隆仓库并创建新分支",
"description": "GitHub Step 2"
},
"faq.section.github.step3": {
"message": "根据问题描述中的说明,修改文件以解决问题",
"description": "GitHub Step 3"
},
"faq.section.github.step4": {
"message": "使用GITHUB_TOKEN环境变量将结果推送到GitHub",
"description": "GitHub Step 4"
},
"faq.section.github.step5": {
"message": "告诉我需要前往的链接来提交拉取请求",
"description": "GitHub Step 5"
},
"faq.section.github.steps.preRun": {
"message": "在运行OpenHands之前,您可以:",
"description": "GitHub Steps Pre-Run"
},
"faq.section.github.steps.tokenInfo": {
"message": "其中XXX是您创建的一个具有对OpenHands仓库写权限的GitHub令牌。如果您的写入权限不足,请将其更改为:",
"description": "GitHub Steps Token Info"
},
"faq.section.github.steps.usernameInfo": {
"message": "其中USERNAME是您的GitHub用户名。",
"description": "GitHub Steps Username Info"
},
"faq.section.title.4": {
"message": "OpenHands与Devin有何不同?",
"description": "Devin Section Title"
},
"faq.section.openhands.linkText": {
"message": "Devin",
"description": "Devin Link Text"
},
"faq.section.openhands.description": {
"message": "是由Cognition Inc.开发的商业产品,它最初为OpenHands提供了灵感。它们都旨在擅长解决软件工程任务,但您可以下载、使用和修改OpenHands,而Devin只能通过Cognition网站进行访问。此外,OpenHands已超越最初的灵感,并成为一个面向代理开发者的社区驱动生态系统,在这里我们欢迎您加入并",
"description": "Devin Description"
},
"faq.section.openhands.contribute": {
"message": "贡献",
"description": "Contribute Link"
},
"faq.section.title.5": {
"message": "OpenHands与ChatGPT有何不同?",
"description": "ChatGPT Section Title"
},
"faq.section.chatgpt.description": {
"message": "您可以通过网络访问ChatGPT,它不与本地文件交互,并且其执行代码的能力有限。因此,它可以编写代码,但测试或执行起来可能不太容易。",
"description": "ChatGPT Description"
},
"homepage.description": {
"message": "使用AI生成代码的软件工程工具。",
"description": "The homepage description"
},
"homepage.getStarted": {
"message": "开始使用"
},
"welcome.message": {
"message": "欢迎来到OpenHands,这是一个开源自主AI软件工程师,能够执行复杂的工程任务,并积极参与用户在软件开发项目中的协作。"
},
"theme.ErrorPageContent.title": {
"message": "页面已崩溃。",
"description": "The title of the fallback page when the page crashed"
},
"theme.BackToTopButton.buttonAriaLabel": {
"message": "返回顶部",
"description": "The ARIA label for the back to top button"
},
"theme.blog.archive.title": {
"message": "历史博文",
"description": "The page & hero title of the blog archive page"
},
"theme.blog.archive.description": {
"message": "历史博文",
"description": "The page & hero description of the blog archive page"
},
"theme.blog.paginator.navAriaLabel": {
"message": "博文列表分页导航",
"description": "The ARIA label for the blog pagination"
},
"theme.blog.paginator.newerEntries": {
"message": "较新的博文",
"description": "The label used to navigate to the newer blog posts page (previous page)"
},
"theme.blog.paginator.olderEntries": {
"message": "较旧的博文",
"description": "The label used to navigate to the older blog posts page (next page)"
},
"theme.blog.post.paginator.navAriaLabel": {
"message": "博文分页导航",
"description": "The ARIA label for the blog posts pagination"
},
"theme.blog.post.paginator.newerPost": {
"message": "较新一篇",
"description": "The blog post button label to navigate to the newer/previous post"
},
"theme.blog.post.paginator.olderPost": {
"message": "较旧一篇",
"description": "The blog post button label to navigate to the older/next post"
},
"theme.blog.post.plurals": {
"message": "{count} 篇博文",
"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} 含有标签「{tagName}」",
"description": "The title of the page for a blog tag"
},
"theme.tags.tagsPageLink": {
"message": "查看所有标签",
"description": "The label of the link targeting the tag list page"
},
"theme.colorToggle.ariaLabel": {
"message": "切换浅色/暗黑模式(当前为{mode})",
"description": "The ARIA label for the navbar color mode toggle"
},
"theme.colorToggle.ariaLabel.mode.dark": {
"message": "暗黑模式",
"description": "The name for the dark color mode"
},
"theme.colorToggle.ariaLabel.mode.light": {
"message": "浅色模式",
"description": "The name for the light color mode"
},
"theme.docs.breadcrumbs.navAriaLabel": {
"message": "页面路径",
"description": "The ARIA label for the breadcrumbs"
},
"theme.docs.DocCard.categoryDescription.plurals": {
"message": "{count} 个项目",
"description": "The default description for a category card in the generated index about how many items this category includes"
},
"theme.docs.paginator.navAriaLabel": {
"message": "文件选项卡",
"description": "The ARIA label for the docs pagination"
},
"theme.docs.paginator.previous": {
"message": "上一页",
"description": "The label used to navigate to the previous doc"
},
"theme.docs.paginator.next": {
"message": "下一页",
"description": "The label used to navigate to the next doc"
},
"theme.docs.tagDocListPageTitle.nDocsTagged": {
"message": "{count} 篇文档带有标签",
"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}「{tagName}」",
"description": "The title of the page for a docs tag"
},
"theme.docs.versionBadge.label": {
"message": "版本:{versionLabel}"
},
"theme.docs.versions.unreleasedVersionLabel": {
"message": "此为 {siteTitle} {versionLabel} 版尚未发行的文档。",
"description": "The label used to tell the user that he's browsing an unreleased doc version"
},
"theme.docs.versions.unmaintainedVersionLabel": {
"message": "此为 {siteTitle} {versionLabel} 版的文档,现已不再积极维护。",
"description": "The label used to tell the user that he's browsing an unmaintained doc version"
},
"theme.docs.versions.latestVersionSuggestionLabel": {
"message": "最新的文档请参阅 {latestVersionLink} ({versionLabel})。",
"description": "The label used to tell the user to check the latest version"
},
"theme.docs.versions.latestVersionLinkLabel": {
"message": "最新版本",
"description": "The label used for the latest version suggestion link label"
},
"theme.common.editThisPage": {
"message": "编辑此页",
"description": "The link label to edit the current page"
},
"theme.common.headingLinkTitle": {
"message": "{heading}的直接链接",
"description": "Title for link to heading"
},
"theme.lastUpdated.atDate": {
"message": "于 {date} ",
"description": "The words used to describe on which date a page has been last updated"
},
"theme.lastUpdated.byUser": {
"message": "由 {user} ",
"description": "The words used to describe by who the page has been last updated"
},
"theme.lastUpdated.lastUpdatedAtBy": {
"message": "最后{byUser}{atDate}更新",
"description": "The sentence used to display when a page has been last updated, and by who"
},
"theme.navbar.mobileVersionsDropdown.label": {
"message": "选择版本",
"description": "The label for the navbar versions dropdown on mobile view"
},
"theme.NotFound.title": {
"message": "找不到页面",
"description": "The title of the 404 page"
},
"theme.tags.tagsListLabel": {
"message": "标签:",
"description": "The label alongside a tag list"
},
"theme.admonition.caution": {
"message": "警告",
"description": "The default label used for the Caution admonition (:::caution)"
},
"theme.admonition.danger": {
"message": "危险",
"description": "The default label used for the Danger admonition (:::danger)"
},
"theme.admonition.info": {
"message": "信息",
"description": "The default label used for the Info admonition (:::info)"
},
"theme.admonition.note": {
"message": "备注",
"description": "The default label used for the Note admonition (:::note)"
},
"theme.admonition.tip": {
"message": "提示",
"description": "The default label used for the Tip admonition (:::tip)"
},
"theme.admonition.warning": {
"message": "注意",
"description": "The default label used for the Warning admonition (:::warning)"
},
"theme.AnnouncementBar.closeButtonAriaLabel": {
"message": "关闭",
"description": "The ARIA label for close button of announcement bar"
},
"theme.blog.sidebar.navAriaLabel": {
"message": "最近博文导航",
"description": "The ARIA label for recent posts in the blog sidebar"
},
"theme.CodeBlock.copied": {
"message": "复制成功",
"description": "The copied button label on code blocks"
},
"theme.CodeBlock.copyButtonAriaLabel": {
"message": "将代码复制到剪贴板",
"description": "The ARIA label for copy code blocks button"
},
"theme.CodeBlock.copy": {
"message": "复制",
"description": "The copy button label on code blocks"
},
"theme.CodeBlock.wordWrapToggle": {
"message": "切换自动换行",
"description": "The title attribute for toggle word wrapping button of code block lines"
},
"theme.DocSidebarItem.expandCategoryAriaLabel": {
"message": "展开侧边栏分类 '{label}'",
"description": "The ARIA label to expand the sidebar category"
},
"theme.DocSidebarItem.collapseCategoryAriaLabel": {
"message": "折叠侧边栏分类 '{label}'",
"description": "The ARIA label to collapse the sidebar category"
},
"theme.NavBar.navAriaLabel": {
"message": "主导航",
"description": "The ARIA label for the main navigation"
},
"theme.navbar.mobileLanguageDropdown.label": {
"message": "选择语言",
"description": "The label for the mobile language switcher dropdown"
},
"theme.NotFound.p1": {
"message": "我们找不到您要找的页面。",
"description": "The first paragraph of the 404 page"
},
"theme.NotFound.p2": {
"message": "请联系原始链接来源网站的所有者,并告知他们链接已损坏。",
"description": "The 2nd paragraph of the 404 page"
},
"theme.TOCCollapsible.toggleButtonLabel": {
"message": "本页总览",
"description": "The label used by the button on the collapsible TOC component"
},
"theme.blog.post.readMore": {
"message": "阅读更多",
"description": "The label used in blog post item excerpts to link to full blog posts"
},
"theme.blog.post.readMoreLabel": {
"message": "阅读 {title} 的全文",
"description": "The ARIA label for the link to full blog posts from excerpts"
},
"theme.blog.post.readingTime.plurals": {
"message": "阅读需 {readingTime} 分钟",
"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": "主页面",
"description": "The ARIA label for the home page in the breadcrumbs"
},
"theme.docs.sidebar.collapseButtonTitle": {
"message": "收起侧边栏",
"description": "The title attribute for collapse button of doc sidebar"
},
"theme.docs.sidebar.collapseButtonAriaLabel": {
"message": "收起侧边栏",
"description": "The title attribute for collapse button of doc sidebar"
},
"theme.docs.sidebar.navAriaLabel": {
"message": "文档侧边栏",
"description": "The ARIA label for the sidebar navigation"
},
"theme.docs.sidebar.closeSidebarButtonAriaLabel": {
"message": "关闭导航栏",
"description": "The ARIA label for close button of mobile sidebar"
},
"theme.navbar.mobileSidebarSecondaryMenu.backButtonLabel": {
"message": "← 回到主菜单",
"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": "切换导航栏",
"description": "The ARIA label for hamburger menu button of mobile navigation"
},
"theme.docs.sidebar.expandButtonTitle": {
"message": "展开侧边栏",
"description": "The ARIA label and title attribute for expand button of doc sidebar"
},
"theme.docs.sidebar.expandButtonAriaLabel": {
"message": "展开侧边栏",
"description": "The ARIA label and title attribute for expand button of doc sidebar"
},
"theme.ErrorPageContent.tryAgain": {
"message": "重试",
"description": "The label of the button to try again rendering when the React error boundary captures an error"
},
"theme.common.skipToMainContent": {
"message": "跳到主要内容",
"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": "标签",
"description": "The title of the tag list page"
},
"theme.unlistedContent.title": {
"message": "未列出页",
"description": "The unlisted content banner title"
},
"theme.unlistedContent.message": {
"message": "此页面未列出。搜索引擎不会对其索引,只有拥有直接链接的用户才能访问。",
"description": "The unlisted content banner message"
}
}
@@ -1,14 +0,0 @@
{
"title": {
"message": "博客",
"description": "The title for the blog used in SEO"
},
"description": {
"message": "博客",
"description": "The description for the blog used in SEO"
},
"sidebar.title": {
"message": "最近文章",
"description": "The label for the left sidebar"
}
}
@@ -1,18 +0,0 @@
{
"version.label": {
"message": "Next",
"description": "The label for version current"
},
"sidebar.docsSidebar.category.🤖 LLM 支持": {
"message": "🤖 LLM 支持",
"description": "The label for category 🤖 LLM 支持 in sidebar docsSidebar"
},
"sidebar.docsSidebar.category.🚧 故障排除": {
"message": "🚧 故障排除",
"description": "The label for category 🚧 故障排除 in sidebar docsSidebar"
},
"sidebar.apiSidebar.category.Backend": {
"message": "Backend",
"description": "The label for category Backend in sidebar apiSidebar"
}
}
@@ -1,3 +0,0 @@
# Python 文档
部署后文档将会显示在这里。
@@ -1,5 +0,0 @@
{
"items": ["python/python"],
"label": "后端",
"type": "category"
}
@@ -1,53 +0,0 @@
---
sidebar_position: 7
---
# 📚 杂项
## ⭐️ 研究策略
通过 LLM 完全复制生产级应用程序是一个复杂的任务。我们的策略包含以下几个方面:
1. **核心技术研究:** 专注于基础研究,以理解和改进代码生成和处理的技术方面。
2. **专家能力:** 通过数据策划、训练方法等方式增强核心组件的有效性。
3. **任务规划:** 开发错误检测、代码库管理和优化的能力。
4. **评价:** 建立全面的评价指标,以更好地理解和改进我们的模型。
## 🚧 默认代理
- 我们当前的默认代理是 CodeActAgent,具备生成代码和处理文件的能力。我们正在开发其他代理实现,包括 [SWE Agent](https://swe-agent.com/)。您可以[在这里阅读我们当前的代理集合](./agents)。
## 🤝 如何贡献
OpenHands 是一个社区驱动的项目,我们欢迎每个人的贡献。无论您是开发人员、研究人员,还是对用 AI 提升软件工程领域有兴趣,只要您愿意参与,我们都有很多方式可供选择:
- **代码贡献:** 帮助我们开发核心功能、前端界面或沙箱解决方案。
- **研究和评价:** 贡献您对 LLM 在软件工程领域理解的见解,参与评估模型,或提出改进建议。
- **反馈和测试:** 使用 OpenHands 工具集,报告错误,建议功能,或提供可用性方面的反馈。
详情请查阅[此文件](https://github.com/All-Hands-AI/OpenHands/blob/main/CONTRIBUTING.md)。
## 🤖 加入我们的社区
我们现在有一个 Slack 工作区,用于合作建设 OpenHands,还设有一个 Discord 服务器,用于讨论与该项目、LLM、代理等相关的任何事情。
- [Slack 工作区](https://join.slack.com/t/opendevin/shared_invite/zt-2oikve2hu-UDxHeo8nsE69y6T7yFX_BA)
- [Discord 服务器](https://discord.gg/ESHStjSjD4)
如果您愿意贡献,请随时加入我们的社区。让我们一起简化软件工程!
🐚 **少写代码,用 OpenHands 做更多的事情。**
[![Star History Chart](https://api.star-history.com/svg?repos=All-Hands-AI/OpenHands&type=Date)](https://star-history.com/#All-Hands-AI/OpenHands&Date)
## 🛠️ 技术选型
OpenHands 使用了一系列强大的框架和库,提供了坚实的开发基础。以下是项目中使用的关键技术:
![FastAPI](https://img.shields.io/badge/FastAPI-black?style=for-the-badge) ![uvicorn](https://img.shields.io/badge/uvicorn-black?style=for-the-badge) ![LiteLLM](https://img.shields.io/badge/LiteLLM-black?style=for-the-badge) ![Docker](https://img.shields.io/badge/Docker-black?style=for-the-badge) ![Ruff](https://img.shields.io/badge/Ruff-black?style=for-the-badge) ![MyPy](https://img.shields.io/badge/MyPy-black?style=for-the-badge) ![LlamaIndex](https://img.shields.io/badge/LlamaIndex-black?style=for-the-badge) ![React](https://img.shields.io/badge/React-black?style=for-the-badge)
请注意,这些技术选型仍在进行中,随着项目的发展,可能会添加新的技术或移除现有的技术。我们努力采用最适合、最高效的工具,以增强 OpenHands 的能力。
## 📜 许可证
根据 MIT 许可证分发。详见[我们的许可证](https://github.com/All-Hands-AI/OpenHands/blob/main/LICENSE)了解更多信息。
@@ -1,98 +0,0 @@
---
sidebar_position: 3
---
# 🧠 Agents and Capabilities
## CodeAct Agent
### 描述
该Agent实现了CodeAct的思想([论文](https://arxiv.org/abs/2402.01030)[推特](https://twitter.com/xingyaow_/status/1754556835703751087)),将LLM agents的**行为**合并到一个统一的**代码**动作空间中,以实现_简化_和_性能_(详情见论文)。
概念理念如下图所示。在每个回合,Agent可以:
1. **对话**:用自然语言与人类交流,进行澄清、确认等。
2. **CodeAct**:选择通过执行代码来完成任务
- 执行任何有效的Linux `bash`命令
- 使用[交互式Python解释器](https://ipython.org/)执行任何有效的 `Python`代码。这是通过`bash`命令模拟的,详细信息请参见插件系统。
![image](https://github.com/All-Hands-AI/OpenHands/assets/38853559/92b622e3-72ad-4a61-8f41-8c040b6d5fb3)
### 插件系统
为了使CodeAct agent在仅能访问`bash`动作空间时更强大,CodeAct agent利用了OpenHands的插件系统:
- [Jupyter插件](https://github.com/All-Hands-AI/OpenHands/tree/main/openhands/runtime/plugins/jupyter):通过bash命令实现IPython执行
- [SWE-agent工具插件](https://github.com/All-Hands-AI/OpenHands/tree/main/openhands/runtime/plugins/swe_agent_commands):为软件开发任务引入的强大bash命令行工具,由[swe-agent](https://github.com/princeton-nlp/swe-agent)提供。
### 演示
https://github.com/All-Hands-AI/OpenHands/assets/38853559/f592a192-e86c-4f48-ad31-d69282d5f6ac
_CodeActAgent使用`gpt-4-turbo-2024-04-09`执行数据科学任务(线性回归)的示例_
### 动作
`Action`,
`CmdRunAction`,
`IPythonRunCellAction`,
`AgentEchoAction`,
`AgentFinishAction`,
`AgentTalkAction`
### 观测
`CmdOutputObservation`,
`IPythonRunCellObservation`,
`AgentMessageObservation`,
`UserMessageObservation`
### 方法
| 方法 | 描述 |
| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------ |
| `__init__` | 使用`llm`和一系列信息`list[Mapping[str, str]]`初始化Agent |
| `step` | 使用CodeAct Agent执行一步操作,包括收集前一步的信息并提示模型执行命令。 |
### 进行中的工作 & 下一步
[] 支持Web浏览
[] 完成CodeAct agent提交Github PR的工作流程
## Planner Agent
### 描述
Planner agent利用特殊的提示策略为解决问题创建长期计划。
在每一步中,Agent会获得其先前的动作-观测对、当前任务以及基于上一次操作提供的提示。
### 动作
`NullAction`,
`CmdRunAction`,
`BrowseURLAction`,
`GithubPushAction`,
`FileReadAction`,
`FileWriteAction`,
`AgentThinkAction`,
`AgentFinishAction`,
`AgentSummarizeAction`,
`AddTaskAction`,
`ModifyTaskAction`
### 观测
`Observation`,
`NullObservation`,
`CmdOutputObservation`,
`FileReadObservation`,
`BrowserOutputObservation`
### 方法
| 方法 | 描述 |
| -------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `__init__` | 使用`llm`初始化Agent |
| `step` | 检查当前步骤是否完成,如果是则返回`AgentFinishAction`。否则,创建计划提示并发送给模型进行推理,将结果作为下一步动作。 |
@@ -1,49 +0,0 @@
---
sidebar_position: 4
---
# 🏛️ 系统架构概览
这是系统架构的高层概览。系统分为两个主要组件:前端和后端。前端负责处理用户交互并显示结果。后端负责处理业务逻辑并执行代理。
![system_architecture.svg](/img/system_architecture.svg)
此概览简化显示了主要组件及其交互。有关后端架构的更详细视图,请参见[后端架构](#backend-architecture-zh-Hans)部分。
# 后端架构 {#backend-architecture-zh-Hans}
_**免责声明**:后端架构正在进行中,可能会有所变化。下图显示了基于图表页脚中的提交内容的当前后端架构。_
![backend_architecture.svg](/img/backend_architecture.svg)
<details>
<summary>更新此图表</summary>
<div>
后端架构图的生成部分是自动化的。
图表是使用 py2puml 工具从代码中的类型提示生成的。
然后人工审核、调整并导出为 PNG 和 SVG。
## 前提条件
- 能运行 python 环境,其中 openhands 可以执行(根据存储库根目录中的 README.md 文件中的说明)
- 安装了 [py2puml](https://github.com/lucsorel/py2puml)
## 步骤
1. 通过从存储库根目录运行以下命令自动生成图表:
`py2puml openhands openhands > docs/architecture/backend_architecture.puml`
2. 在 PlantUML 编辑器中打开生成的文件,例如使用 PlantUML 扩展的 Visual Studio Code 或 [PlantText](https://www.planttext.com/)
3. 审查生成的 PUML 并对图表进行所有必要的调整(添加缺失部分、修正错误、改进定位)。
_py2puml 根据代码中的类型提示创建图表,因此缺失或不正确的类型提示可能导致图表不完整或不正确。_
4. 审查新旧图表之间的差异,并手动检查更改是否正确。
_确保不移除过去手动添加到图表中的和仍然相关的部分。_
5. 将用于生成图表的提交哈希添加到图表页脚。
6. 将图表导出为 PNG 和 SVG 文件,并替换 `docs/architecture` 目录中的现有图表。这可以通过(例如 [PlantText](https://www.planttext.com/))完成。
</div>
</details>
@@ -1,102 +0,0 @@
# 💿 如何创建自定义 Docker 沙箱
默认的 OpenHands 沙箱包含一个[最小化 ubuntu 配置](https://github.com/All-Hands-AI/OpenHands/blob/main/containers/sandbox/Dockerfile)。您的应用场景可能需要在默认状态下安装额外的软件。本指南将教您如何通过使用自定义 Docker 映像来实现这一目标。
目前提供两种实现方案:
1. 从 Docker Hub 拉取已有镜像。例如,如果您想安装 `nodejs` ,您可以通过使用 `node:20` 镜像来实现。
2. 创建并使用您自定义 Docker 镜像。
若选择第一种方案,您可以直接略过 `Create Your Docker Image` 部分。
为了获得功能更丰富的环境,您可能想要考虑使用预构建的镜像,比如 [nikolaik/python-nodejs](https://hub.docker.com/r/nikolaik/python-nodejs),这个镜像预装了 Python 和 Node.js,同时还包含了许多其他有用的工具和库,比如:
- Node.js: 22.x
- npm: 10.x
- yarn: stable
- Python: latest
- pip: latest
- pipenv: latest
- poetry: latest
- uv: latest
## 环境设置
确保您能够首先通过 [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md) 运行 OpenHands。
## 创建您的 Docker 映像
接下来,您可以开始创建一个自定义的 Docker 映像,该映像必须是基于 Debian 或 Ubuntu 的。例如,如果我们希望 OpenHands 能够访问 `node` 可执行文件,我们可以使用以下 `Dockerfile`:
```bash
# 从最新版 ubuntu 开始
FROM ubuntu:latest
# 运行必要的更新
RUN apt-get update && apt-get install
# 安装 node
RUN apt-get install -y nodejs
```
然后命名并构建您选择的映像,例如“custom_image”。为此可以创建一个文件夹并将 `Dockerfile` 放入其中,并在该文件夹内运行以下命令:
```bash
docker build -t custom_image .
```
这将生成一个名为 ```custom_image``` 的新映像,并使其可用于 Docker 服务引擎。
> 注意:在本文档描述的配置中,OpenHands 将在沙箱内部以“openhands”用户身份运行。因此,通过 Dockerfile 安装的所有包应可供系统上的所有用户使用,而不仅仅是 root 用户。
> `Dockerfile`中,使用 `apt-get` 安装的 node 是为所有用户安装的。
## 在 config.toml 文件中指定自定义映像
在 OpenHands 的配置通过顶层的 `config.toml` 文件发生。在 OpenHands 目录下创建一个 ```config.toml``` 文件,并输入以下内容:
```
[core]
workspace_base="./workspace"
run_as_openhands=true
sandbox_base_container_image="custom_image"
```
对于 `sandbox_base_container_image` 的值, 您可以选择以下任意一项:
1. 在上一步中您构建的自定义镜像的名称(例如,`“custom_image”`
2. 从 Docker Hub 拉取的镜像(例如,`“node:20”`,如果你需要一个预装 `Node.js` 的沙箱环境)
## 运行
在顶层目录下通过执行 ```make run``` 运行 OpenHands。
导航至 ```localhost:3001``` 并检查所需依赖是否可用。
在上述示例的情况下,终端中运行 `node -v` 会输出 `v20.15.0`。
恭喜您!
## 技术解释
请参考[运行时文档中自定义 Docker 镜像的章节](https://docs.all-hands.dev/modules/usage/architecture/runtime#advanced-how-openhands-builds-and-maintains-od-runtime-images)获取更详细的解释。
## 故障排除 / 错误
### 错误:```useradd: UID 1000 is not unique```
如果在控制台输出中看到此错误,说明 OpenHands 尝试在沙箱中以 UID 1000 创建 openhands 用户,但该 UID 已经被映像中的其他部分使用(不知何故)。要解决这个问题,请更改 config.toml 文件中的 sandbox_user_id 字段为不同的值:
```
[core]
workspace_base="./workspace"
run_as_openhands=true
sandbox_base_container_image="custom_image"
sandbox_user_id="1001"
```
### 端口使用错误
如果您遇到端口被占用或不可用的错误提示,可以尝试先用`docker ps`命令列出所有运行中的 Docker 容器,然后使用`docker rm`命令删除相关容器,最后再重新执行```make run```命令。
## 讨论
对于其他问题或疑问,请加入 [Slack](https://join.slack.com/t/opendevin/shared_invite/zt-2oikve2hu-UDxHeo8nsE69y6T7yFX_BA) 或 [Discord](https://discord.gg/ESHStjSjD4) 提问!
@@ -1,18 +0,0 @@
---
sidebar_position: 6
---
# ✅ 提供反馈
在使用 OpenHands 时,你无疑会遇到一些情况,某些地方工作得很好,而另一些地方则可能不尽如人意。我们鼓励你在使用 OpenHands 时提供反馈,这不仅有助于开发团队改善应用,更为重要的是,可以创建一个开放的编码代理训练样例语料库——Share-OpenHands
## 📝 如何提供反馈
提供反馈很简单!在使用 OpenHands 时,你可以在任意时刻按下点赞或点踩按钮。你将被要求提供你的电子邮件地址(例如,以便我们在需要进一步询问时联系你),你可以选择公开或私密地提供反馈。
<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>
## 📜 数据许可与隐私
* **公开** 数据将与 OpenHands 本身一样以 MIT 许可协议发布,并可被社区用来训练和测试模型。显然,你能够公开的反馈对整个社区来说更有价值,因此当你不涉及敏感信息时,我们鼓励你选择这个选项!
* **私密** 数据将仅与 OpenHands 团队分享,用于改进 OpenHands。
@@ -1,109 +0,0 @@
---
sidebar_position: 1
---
# 💻 OpenHands
OpenHands 是一个**自主 AI 软件工程师**,能够执行复杂的工程任务,并在软件开发项目中积极与用户合作。
这个项目是完全开源的,所以你可以随意使用和修改它。
:::tip
在 [GitHub](https://github.com/All-Hands-AI/OpenHands) 上探索 OpenHands 的代码库或加入我们的社区!
<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/opendevin/shared_invite/zt-2oikve2hu-UDxHeo8nsE69y6T7yFX_BA">
<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>
:::
## 🛠️ 入门指南
运行 OpenHands 最简单的方法是在 Docker 容器中。它在 Docker 的最新版本 `26.0.0` 上运行效果最佳。
你必须使用 Linux、Mac OS 或 Windows 上的 WSL。
要在 Docker 容器中启动 OpenHands,请在终端中运行以下命令:
:::warning
运行以下命令时,`./workspace` 中的文件可能会被修改或删除。
:::
```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
```
你会发现 OpenHands 在 [http://localhost:3000](http://localhost:3000) 运行,并可以访问 `./workspace`。要让 OpenHands 操作你的代码,请将代码放在 `./workspace` 中。
OpenHands 只会访问这个工作区文件夹。它在一个安全的 docker 沙盒中运行,不会影响你系统的其他部分。
:::tip
如果你想使用**(不稳定!)**最新版本,可以使用 `ghcr.io/all-hands-ai/openhands:main` 作为镜像(最后一行)。
:::
有关开发工作流程,请参阅 [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md)。
遇到问题了吗?查看我们的 [故障排除指南](https://docs.all-hands.dev/modules/usage/troubleshooting)。
:::warning
OpenHands 目前正在开发中,但你已经可以运行 alpha 版本来查看端到端系统的运作情况。
:::
[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
@@ -1,37 +0,0 @@
# Azure OpenAI 大型语言模型
## 完成
OpenHands 使用 LiteLLM 进行完成调用。你可以在 Azure 的文档中找到他们的文档 [这里](https://docs.litellm.ai/docs/providers/azure)
### Azure openai 配置
在运行 OpenHands Docker 镜像时,你需要使用 `-e` 设置以下环境变量:
```
LLM_BASE_URL="<azure-api-base-url>" # 示例: "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>" # 示例: "2024-02-15-preview"
```
:::note
你可以在 Azure 的部署页面找到你的 ChatGPT 部署名称。它可能与默认或最初设置的聊天模型名称相同(例如 'GPT4-1106-preview'),但不一定相同。运行 OpenHands,当你在浏览器中加载它时,进入设置并按照上述方式设置模型: "azure/&lt;your-actual-gpt-deployment-name&gt;"。如果列表中没有,请输入你自己的文本并保存。
:::
## 嵌入
OpenHands 使用 llama-index 进行嵌入。你可以在 Azure 的文档中找到他们的文档 [这里](https://docs.llamaindex.ai/en/stable/api_reference/embeddings/azure_openai/)
### Azure openai 配置
Azure OpenAI 嵌入使用的模型是 "text-embedding-ada-002"。
你需要在你的 Azure 账户中为这个模型设置正确的部署名称。
在 Docker 中运行 OpenHands 时,使用 `-e` 设置以下环境变量:
```
LLM_EMBEDDING_MODEL="azureopenai"
LLM_EMBEDDING_DEPLOYMENT_NAME = "<your-embedding-deployment-name>" # 示例: "TextEmbedding...<etc>"
LLM_API_VERSION = "<api-version>" # 示例: "2024-02-15-preview"
```
@@ -1,28 +0,0 @@
# Google Gemini/Vertex LLM
## Completion
OpenHands 使用 LiteLLM 进行补全调用。以下资源与使用 OpenHands 和 Google 的 LLM 相关:
- [Gemini - Google AI Studio](https://docs.litellm.ai/docs/providers/gemini)
- [VertexAI - Google Cloud Platform](https://docs.litellm.ai/docs/providers/vertex)
### Gemini - Google AI Studio 配置
在运行 OpenHands Docker 镜像时,通过 Google AI Studio 使用 Gemini,你需要使用 `-e` 设置以下环境变量:
```
GEMINI_API_KEY="<your-google-api-key>"
LLM_MODEL="gemini/gemini-1.5-pro"
```
### Vertex AI - Google Cloud Platform 配置
在运行 OpenHands Docker 镜像时,通过 Google Cloud Platform 使用 Vertex AI,你需要使用 `-e` 设置以下环境变量:
```
GOOGLE_APPLICATION_CREDENTIALS="<json-dump-of-gcp-service-account-json>"
VERTEXAI_PROJECT="<your-gcp-project-id>"
VERTEXAI_LOCATION="<your-gcp-location>"
LLM_MODEL="vertex_ai/<desired-llm-model>"
```
@@ -1,46 +0,0 @@
---
sidebar_position: 2
---
# 🤖 LLM 支持
OpenHands 可以兼容任何 LLM 后端。
关于所有可用 LM 提供商和模型的完整列表,请参阅
[litellm 文档](https://docs.litellm.ai/docs/providers)。
:::warning
OpenHands 将向你配置的 LLM 发出许多提示。大多数这些 LLM 都是收费的——请务必设定支出限额并监控使用情况。
:::
`LLM_MODEL` 环境变量控制在编程交互中使用的模型。
但在使用 OpenHands UI 时,你需要在设置窗口中选择你的模型(左下角的齿轮)。
某些 LLM 可能需要以下环境变量:
- `LLM_API_KEY`
- `LLM_BASE_URL`
- `LLM_EMBEDDING_MODEL`
- `LLM_EMBEDDING_DEPLOYMENT_NAME`
- `LLM_API_VERSION`
我们有一些指南,介绍了如何使用特定模型提供商运行 OpenHands:
- [ollama](llms/local-llms)
- [Azure](llms/azure-llms)
如果你使用其他提供商,我们鼓励你打开一个 PR 来分享你的配置!
## 关于替代模型的注意事项
最好的模型是 GPT-4 和 Claude 3。目前的本地和开源模型
远没有那么强大。当使用替代模型时,
你可能会看到信息之间的长时间等待,
糟糕的响应,或关于 JSON格式错误的错误。OpenHands
的强大程度依赖于其驱动的模型——幸运的是,我们团队的人员
正在积极致力于构建更好的开源模型!
## API 重试和速率限制
一些 LLM 有速率限制,可能需要重试操作。OpenHands 会在收到 429 错误或 API 连接错误时自动重试请求。
你可以设置 `LLM_NUM_RETRIES``LLM_RETRY_MIN_WAIT``LLM_RETRY_MAX_WAIT` 环境变量来控制重试次数和重试之间的时间。
默认情况下,`LLM_NUM_RETRIES` 为 8`LLM_RETRY_MIN_WAIT``LLM_RETRY_MAX_WAIT` 分别为 15 秒和 120 秒。
@@ -1,140 +0,0 @@
# 使用 Ollama 的本地 LLM
确保您的 Ollama 服务器已启动运行。有关详细的启动说明,请参阅[此处](https://github.com/ollama/ollama)
本指南假定您已通过 `ollama serve` 启动 ollama。如果您以其他方式运行 ollama(例如在 docker 内),说明可能需要进行修改。请注意,如果您在运行 WSL,默认的 ollama 配置会阻止来自 docker 容器的请求。请参阅[此处](#configuring-ollama-service-zh-Hans)。
## 拉取模型
Ollama 模型名称可以在[这里](https://ollama.com/library)找到。一个小例子,您可以使用
`codellama:7b` 模型。较大的模型通常表现更好。
```bash
ollama pull codellama:7b
```
您可以这样检查已下载的模型:
```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
```
## 启动 OpenHands
### Docker
使用[此处](../intro)的说明通过 Docker 启动 OpenHands。
但是在运行 `docker run` 时,您需要添加一些额外的参数:
```bash
--add-host host.docker.internal:host-gateway \
-e LLM_API_KEY="ollama" \
-e LLM_BASE_URL="http://host.docker.internal:11434" \
```
例如:
```bash
# 您希望 OpenHands 修改的目录。必须是绝对路径!
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 $WORKSPACE_BASE:/opt/workspace_base \
-v /var/run/docker.sock:/var/run/docker.sock \
-p 3000:3000 \
ghcr.io/all-hands-ai/openhands:main
```
现在您应该可以连接到 `http://localhost:3000/`
### 从源代码构建
使用[Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md)中的说明构建 OpenHands。
通过运行 `make setup-config` 确保 `config.toml` 存在,这将为您创建一个。在 `config.toml` 中,输入以下内容:
```
LLM_MODEL="ollama/codellama:7b"
LLM_API_KEY="ollama"
LLM_EMBEDDING_MODEL="local"
LLM_BASE_URL="http://localhost:11434"
WORKSPACE_BASE="./workspace"
WORKSPACE_DIR="$(pwd)/workspace"
```
如有需要,可以替换您选择的 `LLM_MODEL`
完成!现在您可以通过 `make run` 启动 OpenHands 而无需 Docker。现在您应该可以连接到 `http://localhost:3000/`
## 选择您的模型
在 OpenHands UI 中,点击左下角的设置齿轮。
然后在 `Model` 输入中,输入 `ollama/codellama:7b`,或者您之前拉取的模型名称。
如果它没有出现在下拉列表中,也没关系,只需输入即可。完成后点击保存。
现在您已经准备好了!
## 配置 ollama 服务(WSL{#configuring-ollama-service-zh-Hans}
WSL 中 ollama 的默认配置仅为 localhost 提供服务。这意味着您无法从 docker 容器中访问它。比如,它不会与 OpenHands 一起工作。首先让我们测试 ollama 是否正常运行。
```bash
ollama list # 获取已安装模型列表
curl http://localhost:11434/api/generate -d '{"model":"[NAME]","prompt":"hi"}'
#例如,curl http://localhost:11434/api/generate -d '{"model":"codellama:7b","prompt":"hi"}'
#例如,curl http://localhost:11434/api/generate -d '{"model":"codellama","prompt":"hi"}' # 如果只有一个模型,标签是可选的
```
完成后,测试它是否允许“外部”请求,比如那些来自 docker 容器内的请求。
```bash
docker ps # 获取正在运行的 docker 容器列表,最准确的测试选择 OpenHands sandbox 容器。
docker exec [CONTAINER ID] curl http://host.docker.internal:11434/api/generate -d '{"model":"[NAME]","prompt":"hi"}'
#例如,docker exec cd9cc82f7a11 curl http://host.docker.internal:11434/api/generate -d '{"model":"codellama","prompt":"hi"}'
```
## 修复它
现在让我们使其工作。使用 sudo 权限编辑 /etc/systemd/system/ollama.service。 (路径可能因 linux 版本而异)
```bash
sudo vi /etc/systemd/system/ollama.service
```
或者
```bash
sudo nano /etc/systemd/system/ollama.service
```
在 [Service] 括号内添加以下行
```
Environment="OLLAMA_HOST=0.0.0.0:11434"
Environment="OLLAMA_ORIGINS=*"
```
然后保存,重新加载配置并重新启动服务。
```bash
sudo systemctl daemon-reload
sudo systemctl restart ollama
```
最后测试 ollama 是否可以从容器内访问
```bash
ollama list # 获取已安装模型列表
docker ps # 获取正在运行的 docker 容器列表,最准确的测试选择 OpenHands sandbox 容器。
docker exec [CONTAINER ID] curl http://host.docker.internal:11434/api/generate -d '{"model":"[NAME]","prompt":"hi"}'
```
@@ -1,193 +0,0 @@
---
sidebar_position: 5
---
# 🚧 故障排除
以下是用户经常报告的一些错误信息。
我们将努力使安装过程更加简单,并改善这些错误信息。不过,现在您可以在下面找到您的错误信息,并查看是否有任何解决方法。
对于这些错误信息,**都已经有相关的报告**。请不要打开新的报告——只需在现有的报告中发表评论即可。
如果您发现更多信息或者一个解决方法,请提交一个 *PR* 来添加细节到这个文件中。
:::tip
如果您在 Windows 上运行并遇到问题,请查看我们的[Windows (WSL) 用户指南](troubleshooting/windows)。
:::
## 无法连接到 Docker
[GitHub 问题](https://github.com/All-Hands-AI/OpenHands/issues/1226)
### 症状
```bash
创建控制器时出错。请检查 Docker 是否正在运行,并访问 `https://docs.all-hands.dev/modules/usage/troubleshooting` 获取更多调试信息。
```
```bash
docker.errors.DockerException: 获取服务器 API 版本时出错: ('连接中止。', FileNotFoundError(2, '没有这样的文件或目录'))
```
### 详情
OpenHands 使用 Docker 容器来安全地完成工作,而不会破坏您的机器。
### 解决方法
* 运行 `docker ps` 以确保 Docker 正在运行
* 确保您不需要使用 `sudo` 运行 Docker [请参见此处](https://www.baeldung.com/linux/docker-run-without-sudo)
* 如果您使用的是 Mac,请检查[权限要求](https://docs.docker.com/desktop/mac/permission-requirements/) ,特别是考虑在 Docker Desktop 的 `Settings > Advanced` 下启用 `Allow the default Docker socket to be used`
* 另外,升级您的 Docker 到最新版本,选择 `Check for Updates`
## 无法连接到 DockerSSHBox
[GitHub 问题](https://github.com/All-Hands-AI/OpenHands/issues/1156)
### 症状
```python
self.shell = DockerSSHBox(
...
pexpect.pxssh.ExceptionPxssh: Could not establish connection to host
```
### 详情
默认情况下,OpenHands 使用 SSH 连接到一个运行中的容器。在某些机器上,尤其是 Windows,这似乎会失败。
### 解决方法
* 重新启动您的计算机(有时会有用)
* 确保拥有最新版本的 WSL 和 Docker
* 检查您的 WSL 分发版也已更新
* 尝试[此重新安装指南](https://github.com/All-Hands-AI/OpenHands/issues/1156#issuecomment-2064549427)
## 无法连接到 LLM
[GitHub 问题](https://github.com/All-Hands-AI/OpenHands/issues/1208)
### 症状
```python
File "/app/.venv/lib/python3.12/site-packages/openai/_exceptions.py", line 81, in __init__
super().__init__(message, response.request, body=body)
^^^^^^^^^^^^^^^^
AttributeError: 'NoneType' object has no attribute 'request'
```
### 详情
[GitHub 问题](https://github.com/All-Hands-AI/OpenHands/issues?q=is%3Aissue+is%3Aopen+404)
这通常发生在本地 LLM 设置中,当 OpenHands 无法连接到 LLM 服务器时。请参阅我们的 [本地 LLM 指南](llms/local-llms) 以获取更多信息。
### 解决方法
* 检查您的 `config.toml` 文件中 "llm" 部分的 `base_url` 是否正确(如果存在)
* 检查 Ollama(或您使用的其他 LLM)是否正常运行
* 确保在 Docker 中运行时使用 `--add-host host.docker.internal:host-gateway`
## `404 Resource not found 资源未找到`
### 症状
```python
Traceback (most recent call last):
File "/app/.venv/lib/python3.12/site-packages/litellm/llms/openai.py", line 414, in completion
raise e
File "/app/.venv/lib/python3.12/site-packages/litellm/llms/openai.py", line 373, in completion
response = openai_client.chat.completions.create(**data, timeout=timeout) # type: ignore
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/app/.venv/lib/python3.12/site-packages/openai/_utils/_utils.py", line 277, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/app/.venv/lib/python3.12/site-packages/openai/resources/chat/completions.py", line 579, in create
return self._post(
^^^^^^^^^^^
File "/app/.venv/lib/python3.12/site-packages/openai/_base_client.py", line 1232, in post
return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/app/.venv/lib/python3.12/site-packages/openai/_base_client.py", line 921, in request
return self._request(
^^^^^^^^^^^^^^
File "/app/.venv/lib/python3.12/site-packages/openai/_base_client.py", line 1012, in _request
raise self._make_status_error_from_response(err.response) from None
openai.NotFoundError: Error code: 404 - {'error': {'code': '404', 'message': 'Resource not found'}}
```
### 详情
当 LiteLLM(我们用于连接不同 LLM 提供商的库)找不到您要连接的 API 端点时,会发生这种情况。最常见的情况是 Azure 或 Ollama 用户。
### 解决方法
* 检查您是否正确设置了 `LLM_BASE_URL`
* 检查模型是否正确设置,基于 [LiteLLM 文档](https://docs.litellm.ai/docs/providers)
* 如果您在 UI 中运行,请确保在设置模式中设置 `model`
* 如果您通过 main.py 运行,请确保在环境变量/配置中设置 `LLM_MODEL`
* 确保遵循了您的 LLM 提供商的任何特殊说明
* [Ollama](/zh-Hans/modules/usage/llms/local-llms)
* [Azure](/zh-Hans/modules/usage/llms/azure-llms)
* [Google](/zh-Hans/modules/usage/llms/google-llms)
* 确保您的 API 密钥正确无误
* 尝试使用 `curl` 连接到 LLM
* 尝试[直接通过 LiteLLM 连接](https://github.com/BerriAI/litellm)来测试您的设置
## `make build` 在安装包时卡住
### 症状
安装包时卡在 `Pending...`,没有任何错误信息:
```bash
Package operations: 286 installs, 0 updates, 0 removals
- Installing certifi (2024.2.2): Pending...
- Installing h11 (0.14.0): Pending...
- Installing idna (3.7): Pending...
- Installing sniffio (1.3.1): Pending...
- Installing typing-extensions (4.11.0): Pending...
```
### 详情
在极少数情况下,`make build` 在安装包时似乎会卡住,没有任何错误信息。
### 解决方法
* 包管理器 Poetry 可能会错过用于查找凭据的配置设置(keyring)。
### 解决方法
首先使用 `env` 检查是否存在 `PYTHON_KEYRING_BACKEND` 的值。如果不存在,运行以下命令将其设置为已知值,然后重试构建:
```bash
export PYTHON_KEYRING_BACKEND=keyring.backends.null.Keyring
```
## 会话未恢复
### 症状
通常情况下,当打开 UI 时,OpenHands 会询问是否要恢复或开始新会话。但点击“恢复”仍然会开始一个全新的聊天。
### 详情
按今天的标准安装,会话数据存储在内存中。目前,如果 OpenHands 的服务重启,以前的会话将失效(生成一个新秘密),因此无法恢复。
### 解决方法
* 通过编辑 OpenHands 根文件夹中的 `config.toml` 文件,更改配置以使会话持久化,指定一个 `file_store` 和一个绝对路径的 `file_store_path`
```toml
file_store="local"
file_store_path="/absolute/path/to/openhands/cache/directory"
```
* 在您的 .bashrc 中添加一个固定的 JWT 秘密,如下所示,以便以前的会话 ID 可以被接受。
```bash
EXPORT JWT_SECRET=A_CONST_VALUE
```
@@ -1,76 +0,0 @@
# Windows 和 WSL 用户须知
OpenHands 仅支持通过 [WSL](https://learn.microsoft.com/en-us/windows/wsl/install) 在 Windows 上运行。
请确保在 WSL 终端内运行所有命令。
## 故障排除
### 错误:在此 WSL 2 发行版中找不到 'docker'。
如果您使用的是 Docker Desktop,请确保在 WSL 内部调用任何 docker 命令之前启动它。
Docker 还需要启用 WSL 集成选项。
### 建议:不要以 root 用户身份运行
出于安全原因,非常建议不要以 root 用户身份运行 OpenHands,而是使用 UID 非零的用户身份运行。
此外,当以 root 身份运行时,不支持持久化沙箱,并且在启动 OpenHands 时可能会出现相应消息。
参考资料:
* [为什么以 root 登录是不好的](https://askubuntu.com/questions/16178/why-is-it-bad-to-log-in-as-root)
* [在 WSL 中设置默认用户](https://www.tenforums.com/tutorials/128152-set-default-user-windows-subsystem-linux-distro-windows-10-a.html#option2)
关于第二个参考资料的小提示:对于 Ubuntu 用户,该命令实际上可能是 "ubuntupreview" 而不是 "ubuntu"。
### 创建 openhands 用户失败
如果您在设置过程中遇到以下错误:
```sh
Exception: Failed to create openhands user in sandbox: 'useradd: UID 0 is not unique'
```
您可以通过运行以下命令解决:
```sh
export SANDBOX_USER_ID=1000
```
### Poetry 安装
* 如果在构建过程中安装 Poetry 后仍然面临运行 Poetry 的问题,您可能需要将其二进制路径添加到您的环境变量:
```sh
export PATH="$HOME/.local/bin:$PATH"
```
* 如果 make build 停止并出现如下错误:
```sh
ModuleNotFoundError: no module named <module-name>
```
这可能是 Poetry 缓存的问题。
尝试运行以下两个命令:
```sh
rm -r ~/.cache/pypoetry
make build
```
### NoneType 对象没有属性 'request'
如果您在执行 `make run` 时遇到与网络相关的问题,例如 `NoneType object has no attribute 'request'`,您可能需要配置您的 WSL2 网络设置。请按照以下步骤操作:
* 打开或创建位于 Windows 主机机器上的 `C:\Users\%username%\.wslconfig` 文件。
*`.wslconfig` 文件添加以下配置:
```sh
[wsl2]
networkingMode=mirrored
localhostForwarding=true
```
* 保存 `.wslconfig` 文件。
* 通过退出所有正在运行的 WSL2 实例并在命令提示符或终端中执行 `wsl --shutdown` 命令,完全重启 WSL2。
* 重新启动 WSL 后,尝试再次执行 `make run`
网络问题应该已经解决。
@@ -1,26 +0,0 @@
{
"title": {
"message": "OpenHands",
"description": "The title in the navbar"
},
"logo.alt": {
"message": "OpenHands",
"description": "The alt text of navbar logo"
},
"item.label.Docs": {
"message": "文档",
"description": "Navbar item with label Docs"
},
"item.label.Codebase": {
"message": "代码库",
"description": "Navbar item with label Codebase"
},
"item.label.FAQ": {
"message": "常见问题",
"description": "Navbar item with label FAQ"
},
"item.label.GitHub": {
"message": "GitHub",
"description": "Navbar item with label GitHub"
}
}
-3
View File
@@ -1,3 +0,0 @@
# Python Docs
Docs will appear here after deployment.
-5
View File
@@ -1,5 +0,0 @@
{
"items": ["python/python"],
"label": "Backend",
"type": "category"
}
-49
View File
@@ -1,49 +0,0 @@
# 📚 Misc
## ⭐️ Research Strategy
Achieving full replication of production-grade applications with LLMs is a complex endeavor. Our strategy involves:
1. **Core Technical Research:** Focusing on foundational research to understand and improve the technical aspects of code generation and handling
2. **Specialist Abilities:** Enhancing the effectiveness of core components through data curation, training methods, and more
3. **Task Planning:** Developing capabilities for bug detection, codebase management, and optimization
4. **Evaluation:** Establishing comprehensive evaluation metrics to better understand and improve our models
## 🚧 Default Agent
Our default Agent is currently the [CodeActAgent](agents), which is capable of generating code and handling files.
## 🤝 How to Contribute
OpenHands is a community-driven project, and 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 the core functionalities, frontend interface, or sandboxing solutions
- **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 [this document](https://github.com/All-Hands-AI/OpenHands/blob/main/CONTRIBUTING.md).
## 🤖 Join Our Community
We have both Slack workspace for the collaboration on building OpenHands and Discord server for discussion about anything related, e.g., this project, LLM, agent, etc.
- [Slack workspace](https://join.slack.com/t/opendevin/shared_invite/zt-2oikve2hu-UDxHeo8nsE69y6T7yFX_BA)
- [Discord server](https://discord.gg/ESHStjSjD4)
If you would love to contribute, feel free to join our community. Let's simplify software engineering together!
🐚 **Code less, make more with OpenHands.**
[![Star History Chart](https://api.star-history.com/svg?repos=All-Hands-AI/OpenHands&type=Date)](https://star-history.com/#All-Hands-AI/OpenHands&Date)
## 🛠️ Built With
OpenHands is built using a combination of powerful frameworks and libraries, providing a robust foundation for its development. Here are the key technologies used in the project:
![FastAPI](https://img.shields.io/badge/FastAPI-black?style=for-the-badge) ![uvicorn](https://img.shields.io/badge/uvicorn-black?style=for-the-badge) ![LiteLLM](https://img.shields.io/badge/LiteLLM-black?style=for-the-badge) ![Docker](https://img.shields.io/badge/Docker-black?style=for-the-badge) ![Ruff](https://img.shields.io/badge/Ruff-black?style=for-the-badge) ![MyPy](https://img.shields.io/badge/MyPy-black?style=for-the-badge) ![LlamaIndex](https://img.shields.io/badge/LlamaIndex-black?style=for-the-badge) ![React](https://img.shields.io/badge/React-black?style=for-the-badge)
Please note that the selection of these technologies is in progress, and additional technologies may be added or existing ones may be removed as the project evolves. We strive to adopt the most suitable and efficient tools to enhance the capabilities of OpenHands.
## 📜 License
Distributed under the MIT License. See [our license](https://github.com/All-Hands-AI/OpenHands/blob/main/LICENSE) for more information.
-24
View File
@@ -1,24 +0,0 @@
# 🧠 Main Agent and Capabilities
## CodeActAgent
### Description
This agent implements the CodeAct idea ([paper](https://arxiv.org/abs/2402.01030), [tweet](https://twitter.com/xingyaow_/status/1754556835703751087)) that consolidates LLM agents **act**ions into a
unified **code** action space for both _simplicity_ and _performance_.
The conceptual idea is illustrated below. At each turn, the agent can:
1. **Converse**: Communicate with humans in natural language to ask for clarification, confirmation, etc.
2. **CodeAct**: Choose to perform the task by executing code
- Execute any valid Linux `bash` command
- Execute any valid `Python` code with [an interactive Python interpreter](https://ipython.org/). This is simulated through `bash` command, see plugin system below for more details.
![image](https://github.com/All-Hands-AI/OpenHands/assets/38853559/92b622e3-72ad-4a61-8f41-8c040b6d5fb3)
### Demo
https://github.com/All-Hands-AI/OpenHands/assets/38853559/f592a192-e86c-4f48-ad31-d69282d5f6ac
_Example of CodeActAgent with `gpt-4-turbo-2024-04-09` performing a data science task (linear regression)_.

Some files were not shown because too many files have changed in this diff Show More