Compare commits

..

4 Commits

2663 changed files with 93198 additions and 274326 deletions

View File

@@ -1 +0,0 @@
This way of running OpenHands is not officially supported. It is maintained by the community.

View File

@@ -1,19 +0,0 @@
// For format details, see: https://aka.ms/devcontainer.json
{
"name": "Python 3",
// Documentation for this image:
// - https://github.com/devcontainers/templates/tree/main/src/python
// - https://github.com/microsoft/vscode-remote-try-python
// - https://hub.docker.com/r/microsoft/devcontainers-python
"image": "mcr.microsoft.com/devcontainers/python:1-3.12-bullseye",
"features": {
"ghcr.io/devcontainers/features/docker-outside-of-docker:1": {},
"ghcr.io/devcontainers-extra/features/poetry:2": {},
"ghcr.io/devcontainers/features/node:1": {},
},
"postCreateCommand": ".devcontainer/setup.sh",
"runArgs": ["--add-host=host.docker.internal:host-gateway"],
"containerEnv": {
"DOCKER_HOST_ADDR": "host.docker.internal"
},
}

View File

@@ -1,14 +0,0 @@
#!/bin/bash
# Mark the current repository as safe for Git to prevent "dubious ownership" errors,
# which can occur in containerized environments when directory ownership doesn't match the current user.
git config --global --add safe.directory "$(realpath .)"
# Install `nc`
sudo apt update && sudo apt install netcat -y
# Install `uv` and `uvx`
wget -qO- https://astral.sh/uv/install.sh | sh
# Do common setup tasks
source .openhands/setup.sh

View File

@@ -1,23 +1,5 @@
# NodeJS
frontend/node_modules
# Configuration (except pyproject.toml)
*.ini
*.toml
!pyproject.toml
*.yml
# Documentation (except README.md)
*.md
!README.md
# Hidden files and directories
.*
__pycache__
# Unneded files and directories
/dev_config/
/docs/
/evaluation/
/tests/
CITATION.cff
config.toml
.envrc
.env
.git

View File

@@ -1,5 +0,0 @@
[*]
# force *nix line endings so files don't look modified in container run from Windows clone
end_of_line = lf
trim_trailing_whitespace = true
insert_final_newline = true

6
.gitattributes vendored
View File

@@ -1,7 +1 @@
*.ipynb linguist-vendored
# force *nix line endings so files don't look modified in container run from Windows clone
* text eol=lf
# Git incorrectly thinks some media is text
*.png -text
*.mp4 -text

19
.github/.codecov.yml vendored Normal file
View File

@@ -0,0 +1,19 @@
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

12
.github/CODEOWNERS vendored
View File

@@ -1,12 +0,0 @@
# CODEOWNERS file for OpenHands repository
# See https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/about-code-owners
# Frontend code owners
/frontend/ @amanape
/openhands-ui/ @amanape
# Evaluation code owners
/evaluation/ @xingyaoww @neubig
# Documentation code owners
/docs/ @mamoodi

View File

@@ -33,7 +33,6 @@ body:
- Docker command in README
- GitHub resolver
- Development workflow
- CLI
- app.all-hands.dev
- Other
default: 0
@@ -45,13 +44,6 @@ body:
description: What version of OpenHands are you using?
placeholder: ex. 0.9.8, main, etc.
- type: input
id: model-name
attributes:
label: Model Name
description: What model are you using?
placeholder: ex. gpt-4o, claude-3-5-sonnet, openrouter/deepseek-r1, etc.
- type: dropdown
id: os
attributes:

View File

@@ -13,9 +13,6 @@ updates:
browsergym:
patterns:
- "browsergym*"
mcp-packages:
patterns:
- "mcp"
security-all:
applies-to: "security-updates"
patterns:
@@ -72,9 +69,3 @@ updates:
directory: "/"
schedule:
interval: "weekly"
- package-ecosystem: "docker"
directories:
- "containers/*"
schedule:
interval: "weekly"

View File

@@ -1,32 +1,12 @@
## Summary of PR
- [ ] This change is worth documenting at https://docs.all-hands.dev/
- [ ] Include this change in the Release Notes. If checked, you **must** provide an **end-user friendly** description for your change below
<!-- Summarize what the PR does, explaining any non-trivial design decisions. -->
**End-user friendly description of the problem this fixes or functionality this introduces.**
## Change Type
<!-- Choose the types that apply to your PR and remove the rest. -->
---
**Summarize what the PR does, explaining any non-trivial design decisions.**
- [ ] Bug fix
- [ ] New feature
- [ ] Breaking change
- [ ] Refactor
- [ ] Other (dependency update, docs, typo fixes, etc.)
## Checklist
<!-- AI/LLM AGENTS: This checklist is for a human author to complete. Do NOT check either of the two boxes below. Leave them unchecked until a human has personally reviewed and tested the changes. -->
- [ ] I have read and reviewed the code and I understand what the code is doing.
- [ ] I have tested the code to the best of my ability and ensured it works as expected.
## Fixes
<!-- If this resolves an issue, link it here so it will close automatically upon merge. -->
Resolves #(issue)
## Release Notes
<!-- Check the box if this change is worth adding to the release notes. If checked, you must provide an
end-user friendly description for your change below the checkbox. -->
- [ ] Include this change in the Release Notes.
---
**Link of any specific issues this addresses:**

73
.github/scripts/check_version_consistency.py vendored Executable file
View File

@@ -0,0 +1,73 @@
#!/usr/bin/env python3
import os
import re
import sys
def find_version_references(directory: str) -> tuple[set[str], set[str]]:
openhands_versions = set()
runtime_versions = set()
version_pattern_openhands = re.compile(r'openhands:(\d{1})\.(\d{2})')
version_pattern_runtime = re.compile(r'runtime:(\d{1})\.(\d{2})')
for root, _, files in os.walk(directory):
# Skip .git directory and docs/build directory
if '.git' in root or 'docs/build' in root:
continue
for file in files:
if file.endswith(
('.md', '.yml', '.yaml', '.txt', '.html', '.py', '.js', '.ts')
):
file_path = os.path.join(root, file)
try:
with open(file_path, 'r', encoding='utf-8') as f:
content = f.read()
# Find all openhands version references
matches = version_pattern_openhands.findall(content)
if matches:
print(f'Found openhands version {matches} in {file_path}')
openhands_versions.update(matches)
# Find all runtime version references
matches = version_pattern_runtime.findall(content)
if matches:
print(f'Found runtime version {matches} in {file_path}')
runtime_versions.update(matches)
except Exception as e:
print(f'Error reading {file_path}: {e}', file=sys.stderr)
return openhands_versions, runtime_versions
def main():
repo_root = os.path.abspath(os.path.join(os.path.dirname(__file__), '..', '..'))
print(f'Checking version consistency in {repo_root}')
openhands_versions, runtime_versions = find_version_references(repo_root)
print(f'Found openhands versions: {sorted(openhands_versions)}')
print(f'Found runtime versions: {sorted(runtime_versions)}')
exit_code = 0
if len(openhands_versions) > 1:
print('Error: Multiple openhands versions found:', file=sys.stderr)
print('Found versions:', sorted(openhands_versions), file=sys.stderr)
exit_code = 1
elif len(openhands_versions) == 0:
print('Warning: No openhands version references found', file=sys.stderr)
if len(runtime_versions) > 1:
print('Error: Multiple runtime versions found:', file=sys.stderr)
print('Found versions:', sorted(runtime_versions), file=sys.stderr)
exit_code = 1
elif len(runtime_versions) == 0:
print('Warning: No runtime version references found', file=sys.stderr)
sys.exit(exit_code)
if __name__ == '__main__':
main()

View File

@@ -1,58 +0,0 @@
#!/bin/bash
set -euxo pipefail
# This script updates the PR description with commands to run the PR locally
# It adds both Docker and uvx commands
# Get the branch name for the PR
BRANCH_NAME=$(gh pr view "$PR_NUMBER" --json headRefName --jq .headRefName)
# Define the Docker command
DOCKER_RUN_COMMAND="docker run -it --rm \
-p 3000:3000 \
-v /var/run/docker.sock:/var/run/docker.sock \
--add-host host.docker.internal:host-gateway \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.openhands.dev/openhands/runtime:${SHORT_SHA}-nikolaik \
--name openhands-app-${SHORT_SHA} \
docker.openhands.dev/openhands/openhands:${SHORT_SHA}"
# Get the current PR body
PR_BODY=$(gh pr view "$PR_NUMBER" --json body --jq .body)
# Prepare the new PR body with both commands
if echo "$PR_BODY" | grep -q "To run this PR locally, use the following command:"; then
# For existing PR descriptions, use a more robust approach
# Split the PR body at the "To run this PR locally" section and replace everything after it
BEFORE_SECTION=$(echo "$PR_BODY" | sed '/To run this PR locally, use the following command:/,$d')
NEW_PR_BODY=$(cat <<EOF
${BEFORE_SECTION}
To run this PR locally, use the following command:
GUI with Docker:
\`\`\`
${DOCKER_RUN_COMMAND}
\`\`\`
EOF
)
else
# For new PR descriptions: use heredoc safely without indentation
NEW_PR_BODY=$(cat <<EOF
$PR_BODY
---
To run this PR locally, use the following command:
GUI with Docker:
\`\`\`
${DOCKER_RUN_COMMAND}
\`\`\`
EOF
)
fi
# Update the PR description
echo "Updating PR description with Docker and uvx commands"
gh pr edit "$PR_NUMBER" --body "$NEW_PR_BODY"

View File

@@ -1,65 +0,0 @@
name: Check Package Versions
on:
push:
branches: [main]
pull_request:
workflow_dispatch:
jobs:
check-package-versions:
runs-on: ubuntu-latest
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: "3.12"
- name: Check for any 'rev' fields in pyproject.toml
run: |
python - <<'PY'
import sys, tomllib, pathlib
path = pathlib.Path("pyproject.toml")
if not path.exists():
print("❌ ERROR: pyproject.toml not found")
sys.exit(1)
try:
data = tomllib.loads(path.read_text(encoding="utf-8"))
except Exception as e:
print(f"❌ ERROR: Failed to parse pyproject.toml: {e}")
sys.exit(1)
poetry = data.get("tool", {}).get("poetry", {})
sections = {
"dependencies": poetry.get("dependencies", {}),
}
errors = []
print("🔍 Checking for any dependencies with 'rev' fields...\n")
for section_name, deps in sections.items():
if not isinstance(deps, dict):
continue
for pkg_name, cfg in deps.items():
if isinstance(cfg, dict) and "rev" in cfg:
msg = f" ✖ {pkg_name} in [{section_name}] uses rev='{cfg['rev']}' (NOT ALLOWED)"
print(msg)
errors.append(msg)
else:
print(f" • {pkg_name}: OK")
if errors:
print("\n❌ FAILED: Found dependencies using 'rev' fields:\n" + "\n".join(errors))
print("\nPlease use versioned releases instead, e.g.:")
print(' my-package = "1.0.0"')
sys.exit(1)
print("\n✅ SUCCESS: No 'rev' fields found. All dependencies are using proper versioned releases.")
PY

69
.github/workflows/clean-up.yml vendored Normal file
View File

@@ -0,0 +1,69 @@
# Workflow that cleans up outdated and old workflows to prevent out of disk issues
name: Delete old workflow runs
# This workflow is currently only triggered manually
on:
workflow_dispatch:
inputs:
days:
description: 'Days-worth of runs to keep for each workflow'
required: true
default: '30'
minimum_runs:
description: 'Minimum runs to keep for each workflow'
required: true
default: '10'
delete_workflow_pattern:
description: 'Name or filename of the workflow (if not set, all workflows are targeted)'
required: false
delete_workflow_by_state_pattern:
description: 'Filter workflows by state: active, deleted, disabled_fork, disabled_inactivity, disabled_manually'
required: true
default: "ALL"
type: choice
options:
- "ALL"
- active
- deleted
- disabled_inactivity
- disabled_manually
delete_run_by_conclusion_pattern:
description: 'Remove runs based on conclusion: action_required, cancelled, failure, skipped, success'
required: true
default: 'ALL'
type: choice
options:
- 'ALL'
- 'Unsuccessful: action_required,cancelled,failure,skipped'
- action_required
- cancelled
- failure
- skipped
- success
dry_run:
description: 'Logs simulated changes, no deletions are performed'
required: false
jobs:
del_runs:
runs-on: blacksmith-4vcpu-ubuntu-2204
permissions:
actions: write
contents: read
steps:
- name: Delete workflow runs
uses: Mattraks/delete-workflow-runs@v2
with:
token: ${{ github.token }}
repository: ${{ github.repository }}
retain_days: ${{ github.event.inputs.days }}
keep_minimum_runs: ${{ github.event.inputs.minimum_runs }}
delete_workflow_pattern: ${{ github.event.inputs.delete_workflow_pattern }}
delete_workflow_by_state_pattern: ${{ github.event.inputs.delete_workflow_by_state_pattern }}
delete_run_by_conclusion_pattern: >-
${{
startsWith(github.event.inputs.delete_run_by_conclusion_pattern, 'Unsuccessful:')
&& 'action_required,cancelled,failure,skipped'
|| github.event.inputs.delete_run_by_conclusion_pattern
}}
dry_run: ${{ github.event.inputs.dry_run }}

72
.github/workflows/deploy-docs.yml vendored Normal file
View File

@@ -0,0 +1,72 @@
# Workflow that builds and deploys the documentation website
name: Deploy Docs to GitHub Pages
# * Always run on "main"
# * Run on PRs that target the "main" branch and have changes in the "docs" folder or this workflow
on:
push:
branches:
- main
pull_request:
paths:
- 'docs/**'
- '.github/workflows/deploy-docs.yml'
branches:
- main
# If triggered by a PR, it will be in the same group. However, each commit on main will be in its own unique group
concurrency:
group: ${{ github.workflow }}-${{ (github.head_ref && github.ref) || github.run_id }}
cancel-in-progress: true
jobs:
# Build the documentation website
build:
if: github.repository == 'All-Hands-AI/OpenHands'
name: Build Docusaurus
runs-on: blacksmith-4vcpu-ubuntu-2204
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0
- uses: useblacksmith/setup-node@v5
with:
node-version: 18
cache: npm
cache-dependency-path: docs/package-lock.json
- name: Set up Python
uses: useblacksmith/setup-python@v6
with:
python-version: '3.12'
- name: Install dependencies
run: cd docs && npm ci
- name: Build website
run: cd docs && npm run build
- name: Upload Build Artifact
if: github.ref == 'refs/heads/main'
uses: actions/upload-pages-artifact@v3
with:
path: docs/build
# Deploy the documentation website
deploy:
if: github.ref == 'refs/heads/main' && github.repository == 'All-Hands-AI/OpenHands'
name: Deploy to GitHub Pages
runs-on: blacksmith-4vcpu-ubuntu-2204
# This job only runs on "main" so only run one of these jobs at a time
# otherwise it will fail if one is already running
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
needs: build
# Grant GITHUB_TOKEN the permissions required to make a Pages deployment
permissions:
pages: write # to deploy to Pages
id-token: write # to verify the deployment originates from an appropriate source
# Deploy to the github-pages environment
environment:
name: github-pages
url: ${{ steps.deployment.outputs.page_url }}
steps:
- name: Deploy to GitHub Pages
id: deployment
uses: actions/deploy-pages@v4

View File

@@ -1,228 +0,0 @@
name: End-to-End Tests
on:
pull_request:
types: [opened, synchronize, reopened, labeled]
branches:
- main
- develop
workflow_dispatch:
jobs:
e2e-tests:
if: contains(github.event.pull_request.labels.*.name, 'end-to-end') || github.event_name == 'workflow_dispatch'
runs-on: ubuntu-latest
timeout-minutes: 60
env:
GITHUB_REPO_NAME: ${{ github.repository }}
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Install poetry via pipx
uses: abatilo/actions-poetry@v4
with:
poetry-version: 2.1.3
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: '3.12'
cache: 'poetry'
- name: Install system dependencies
run: |
sudo apt-get update
sudo apt-get install -y libgtk-3-0 libnotify4 libnss3 libxss1 libxtst6 xauth xvfb libgbm1 libasound2t64 netcat-openbsd
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: '22'
cache: 'npm'
cache-dependency-path: 'frontend/package-lock.json'
- name: Setup environment for end-to-end tests
run: |
# Create test results directory
mkdir -p test-results
# Create downloads directory for OpenHands (use a directory in the home folder)
mkdir -p $HOME/downloads
sudo chown -R $USER:$USER $HOME/downloads
sudo chmod -R 755 $HOME/downloads
- name: Build OpenHands
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
LLM_MODEL: ${{ secrets.LLM_MODEL || 'gpt-4o' }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY || 'test-key' }}
LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
INSTALL_DOCKER: 1
RUNTIME: docker
FRONTEND_PORT: 12000
FRONTEND_HOST: 0.0.0.0
BACKEND_HOST: 0.0.0.0
BACKEND_PORT: 3000
ENABLE_BROWSER: true
INSTALL_PLAYWRIGHT: 1
run: |
# Fix poetry.lock file if needed
echo "Fixing poetry.lock file if needed..."
poetry lock
# Build OpenHands using make build
echo "Running make build..."
make build
# Install Chromium Headless Shell for Playwright (needed for pytest-playwright)
echo "Installing Chromium Headless Shell for Playwright..."
poetry run playwright install chromium-headless-shell
# Verify Playwright browsers are installed (for e2e tests only)
echo "Verifying Playwright browsers installation for e2e tests..."
BROWSER_CHECK=$(poetry run python tests/e2e/check_playwright.py 2>/dev/null)
if [ "$BROWSER_CHECK" != "chromium_found" ]; then
echo "ERROR: Chromium browser not found or not working for e2e tests"
echo "$BROWSER_CHECK"
exit 1
else
echo "Playwright browsers are properly installed for e2e tests."
fi
# Docker runtime will handle workspace directory creation
# Start the application using make run with custom parameters and reduced logging
echo "Starting OpenHands using make run..."
# Set environment variables to reduce logging verbosity
export PYTHONUNBUFFERED=1
export LOG_LEVEL=WARNING
export UVICORN_LOG_LEVEL=warning
export OPENHANDS_LOG_LEVEL=WARNING
FRONTEND_PORT=12000 FRONTEND_HOST=0.0.0.0 BACKEND_HOST=0.0.0.0 make run > /tmp/openhands-e2e-test.log 2>&1 &
# Store the PID of the make run process
MAKE_PID=$!
echo "OpenHands started with PID: $MAKE_PID"
# Wait for the application to start
echo "Waiting for OpenHands to start..."
max_attempts=15
attempt=1
while [ $attempt -le $max_attempts ]; do
echo "Checking if OpenHands is running (attempt $attempt of $max_attempts)..."
# Check if the process is still running
if ! ps -p $MAKE_PID > /dev/null; then
echo "ERROR: OpenHands process has terminated unexpectedly"
echo "Last 50 lines of the log:"
tail -n 50 /tmp/openhands-e2e-test.log
exit 1
fi
# Check if frontend port is open
if nc -z localhost 12000; then
# Verify we can get HTML content
if curl -s http://localhost:12000 | grep -q "<html"; then
echo "SUCCESS: OpenHands is running and serving HTML content on port 12000"
break
else
echo "Port 12000 is open but not serving HTML content yet"
fi
else
echo "Frontend port 12000 is not open yet"
fi
# Show log output on each attempt
echo "Recent log output:"
tail -n 20 /tmp/openhands-e2e-test.log
# Wait before next attempt
echo "Waiting 10 seconds before next check..."
sleep 10
attempt=$((attempt + 1))
# Exit if we've reached the maximum number of attempts
if [ $attempt -gt $max_attempts ]; then
echo "ERROR: OpenHands failed to start after $max_attempts attempts"
echo "Last 50 lines of the log:"
tail -n 50 /tmp/openhands-e2e-test.log
exit 1
fi
done
# Final verification that the app is running
if ! nc -z localhost 12000 || ! curl -s http://localhost:12000 | grep -q "<html"; then
echo "ERROR: OpenHands is not running properly on port 12000"
echo "Last 50 lines of the log:"
tail -n 50 /tmp/openhands-e2e-test.log
exit 1
fi
# Print success message
echo "OpenHands is running successfully on port 12000"
- name: Run end-to-end tests
env:
GITHUB_TOKEN: ${{ secrets.E2E_TEST_GITHUB_TOKEN }}
LLM_MODEL: ${{ secrets.LLM_MODEL || 'gpt-4o' }}
LLM_API_KEY: ${{ secrets.LLM_API_KEY || 'test-key' }}
LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
run: |
# Check if the application is running
if ! nc -z localhost 12000; then
echo "ERROR: OpenHands is not running on port 12000"
echo "Last 50 lines of the log:"
tail -n 50 /tmp/openhands-e2e-test.log
exit 1
fi
# Run the tests with detailed output
cd tests/e2e
poetry run python -m pytest \
test_settings.py::test_github_token_configuration \
test_conversation.py::test_conversation_start \
test_browsing_catchphrase.py::test_browsing_catchphrase \
test_multi_conversation_resume.py::test_multi_conversation_resume \
-v --no-header --capture=no --timeout=900
- name: Upload test results
if: always()
uses: actions/upload-artifact@v4
with:
name: playwright-report
path: tests/e2e/test-results/
retention-days: 30
- name: Upload OpenHands logs
if: always()
uses: actions/upload-artifact@v4
with:
name: openhands-logs
path: |
/tmp/openhands-e2e-test.log
/tmp/openhands-e2e-build.log
/tmp/openhands-backend.log
/tmp/openhands-frontend.log
/tmp/backend-health-check.log
/tmp/frontend-check.log
/tmp/vite-config.log
/tmp/makefile-contents.log
retention-days: 30
- name: Cleanup
if: always()
run: |
# Stop OpenHands processes
echo "Stopping OpenHands processes..."
pkill -f "python -m openhands.server" || true
pkill -f "npm run dev" || true
pkill -f "make run" || true
# Print process status for debugging
echo "Checking if any OpenHands processes are still running:"
ps aux | grep -E "openhands|npm run dev" || true

View File

@@ -1,52 +0,0 @@
name: Enterprise Check Migrations
on:
pull_request:
paths:
- 'enterprise/migrations/**'
jobs:
check-sync:
runs-on: ubuntu-latest
steps:
- name: Checkout PR branch
uses: actions/checkout@v4
with:
ref: ${{ github.event.pull_request.head.sha }}
fetch-depth: 0
- name: Fetch base branch
run: git fetch origin ${{ github.event.pull_request.base.ref }}
- name: Check if base branch is ancestor of PR
id: check_up_to_date
shell: bash
run: |
BASE="origin/${{ github.event.pull_request.base.ref }}"
HEAD="${{ github.event.pull_request.head.sha }}"
if git merge-base --is-ancestor "$BASE" "$HEAD"; then
echo "We're up to date with base $BASE"
exit 0
else
echo "NOT up to date with base $BASE"
exit 1
fi
- name: Find Comment
uses: peter-evans/find-comment@v3
id: find-comment
with:
issue-number: ${{ github.event.pull_request.number }}
comment-author: 'github-actions[bot]'
body-includes: |
⚠️ This PR contains **migrations**
- name: Comment warning on PR
uses: peter-evans/create-or-update-comment@v4
with:
issue-number: ${{ github.event.pull_request.number }}
comment-id: ${{ steps.find-comment.outputs.comment-id }}
edit-mode: replace
body: |
⚠️ This PR contains **migrations**. Please synchronize before merging to prevent conflicts.

View File

@@ -1,29 +0,0 @@
# Feature branch preview for enterprise code
name: Enterprise Preview
# Run on PRs labeled
on:
pull_request:
types: [labeled]
# Match ghcr-build.yml, but don't interrupt it.
concurrency:
group: ${{ github.workflow }}-${{ (github.head_ref && github.ref) || github.run_id }}
cancel-in-progress: false
jobs:
# This must happen for the PR Docker workflow when the label is present,
# and also if it's added after the fact. Thus, it exists in both places.
enterprise-preview:
name: Enterprise preview
if: github.event.label.name == 'deploy'
runs-on: blacksmith-4vcpu-ubuntu-2204
steps:
# This should match the version in ghcr-build.yml
- name: Trigger remote job
run: |
curl --fail-with-body -sS -X POST \
-H "Authorization: Bearer ${{ secrets.PAT_TOKEN }}" \
-H "Accept: application/vnd.github+json" \
-d "{\"ref\": \"main\", \"inputs\": {\"openhandsPrNumber\": \"${{ github.event.pull_request.number }}\", \"deployEnvironment\": \"feature\", \"enterpriseImageTag\": \"pr-${{ github.event.pull_request.number }}\" }}" \
https://api.github.com/repos/OpenHands/deploy/actions/workflows/deploy.yaml/dispatches

View File

@@ -9,8 +9,8 @@ on:
- main
pull_request:
paths:
- "frontend/**"
- ".github/workflows/fe-unit-tests.yml"
- '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:
@@ -24,7 +24,7 @@ jobs:
runs-on: blacksmith-4vcpu-ubuntu-2204
strategy:
matrix:
node-version: [22]
node-version: [20, 22]
fail-fast: true
steps:
- name: Checkout
@@ -38,7 +38,11 @@ jobs:
run: npm ci
- name: Run TypeScript compilation
working-directory: ./frontend
run: npm run build
run: npm run make-i18n && tsc
- name: Run tests and collect coverage
working-directory: ./frontend
run: npm run test:coverage
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v5
env:
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}

View File

@@ -10,14 +10,14 @@ on:
branches:
- main
tags:
- "*"
- '*'
pull_request:
workflow_dispatch:
inputs:
reason:
description: "Reason for manual trigger"
description: 'Reason for manual trigger'
required: true
default: ""
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:
@@ -37,10 +37,12 @@ jobs:
shell: bash
id: define-base-images
run: |
# Only build nikolaik on PRs, otherwise build both nikolaik and ubuntu.
if [[ "$GITHUB_EVENT_NAME" == "pull_request" ]]; then
json=$(jq -n -c '[
{ image: "nikolaik/python-nodejs:python3.12-nodejs22", tag: "nikolaik" },
{ image: "ubuntu:24.04", tag: "ubuntu" }
]')
else
json=$(jq -n -c '[
@@ -54,10 +56,12 @@ jobs:
ghcr_build_app:
name: Build App Image
runs-on: blacksmith-4vcpu-ubuntu-2204
if: "!(github.event_name == 'push' && startsWith(github.ref, 'refs/tags/ext-v'))"
permissions:
contents: read
packages: write
outputs:
# Since this job uses outputs it cannot use matrix
hash_from_app_image: ${{ steps.get_hash_in_app_image.outputs.hash_from_app_image }}
steps:
- name: Checkout
uses: actions/checkout@v4
@@ -83,12 +87,24 @@ jobs:
if: "!github.event.pull_request.head.repo.fork"
run: |
./containers/build.sh -i openhands -o ${{ env.REPO_OWNER }} --push
- name: Build app image
if: "github.event.pull_request.head.repo.fork"
run: |
./containers/build.sh -i openhands -o ${{ env.REPO_OWNER }} --load
- name: Get hash in App Image
id: get_hash_in_app_image
run: |
# Run the build script in the app image
docker run -e SANDBOX_USER_ID=0 -v /var/run/docker.sock:/var/run/docker.sock ghcr.io/${{ env.REPO_OWNER }}/openhands:${{ env.RELEVANT_SHA }} /bin/bash -c "mkdir -p containers/runtime; python3 openhands/runtime/utils/runtime_build.py --base_image ${{ env.BASE_IMAGE_FOR_HASH_EQUIVALENCE_TEST }} --build_folder containers/runtime --force_rebuild" 2>&1 | tee docker-outputs.txt
# Get the hash from the build script
hash_from_app_image=$(cat docker-outputs.txt | grep "Hash for docker build directory" | awk -F "): " '{print $2}' | uniq | head -n1)
echo "hash_from_app_image=$hash_from_app_image" >> $GITHUB_OUTPUT
echo "Hash from app image: $hash_from_app_image"
# Builds the runtime Docker images
ghcr_build_runtime:
name: Build Runtime Image
runs-on: blacksmith-8vcpu-ubuntu-2204
if: "!(github.event_name == 'push' && startsWith(github.ref, 'refs/tags/ext-v'))"
name: Build Image
runs-on: blacksmith-4vcpu-ubuntu-2204
permissions:
contents: read
packages: write
@@ -114,17 +130,26 @@ jobs:
- 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: useblacksmith/setup-python@v6
with:
python-version: "3.12"
cache: poetry
python-version: '3.12'
- name: Cache Poetry dependencies
uses: useblacksmith/cache@v5
with:
path: |
~/.cache/pypoetry
~/.virtualenvs
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
# This is the one that saves the cache, the others set 'lookup-only: true'
restore-keys: |
${{ runner.os }}-poetry-
- name: Install poetry via pipx
run: pipx install poetry
- name: Install Python dependencies using Poetry
run: make install-python-dependencies POETRY_GROUP=main INSTALL_PLAYWRIGHT=0
- name: Create source distribution and Dockerfile
run: poetry run python3 -m openhands.runtime.utils.runtime_build --base_image ${{ matrix.base_image.image }} --build_folder containers/runtime --force_rebuild
run: poetry run python3 openhands/runtime/utils/runtime_build.py --base_image ${{ matrix.base_image.image }} --build_folder containers/runtime --force_rebuild
- name: Lowercase Repository Owner
run: |
echo REPO_OWNER=$(echo ${{ github.repository_owner }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
@@ -135,7 +160,6 @@ jobs:
if: github.event.pull_request.head.repo.fork != true
shell: bash
run: |
./containers/build.sh -i runtime -o ${{ env.REPO_OWNER }} -t ${{ matrix.base_image.tag }} --dry
DOCKER_BUILD_JSON=$(jq -c . < docker-build-dry.json)
@@ -166,97 +190,66 @@ jobs:
name: runtime-src-${{ matrix.base_image.tag }}
path: containers/runtime
ghcr_build_enterprise:
name: Push Enterprise Image
runs-on: blacksmith-8vcpu-ubuntu-2204
permissions:
contents: read
packages: write
needs: [define-matrix, ghcr_build_app]
# Do not build enterprise in forks
if: github.event.pull_request.head.repo.fork != true
verify_hash_equivalence_in_runtime_and_app:
name: Verify Hash Equivalence in Runtime and Docker images
runs-on: blacksmith-4vcpu-ubuntu-2204
needs: [ghcr_build_runtime, ghcr_build_app]
strategy:
fail-fast: false
matrix:
base_image: ['nikolaik']
env:
BASE_IMAGE_FOR_HASH_EQUIVALENCE_TEST: nikolaik/python-nodejs:python3.12-nodejs22
steps:
- name: Checkout
uses: actions/checkout@v4
- uses: actions/checkout@v4
with:
ref: ${{ github.event.pull_request.head.sha }}
# Set up Docker Buildx for better performance
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v3
- name: Cache Poetry dependencies
uses: useblacksmith/cache@v5
with:
driver-opts: network=host
- name: Login to GHCR
uses: docker/login-action@v3
path: |
~/.cache/pypoetry
~/.virtualenvs
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
lookup-only: true
restore-keys: |
${{ runner.os }}-poetry-
- name: Set up Python
uses: useblacksmith/setup-python@v6
with:
registry: ghcr.io
username: ${{ github.repository_owner }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Extract metadata (tags, labels) for Docker
id: meta
uses: docker/metadata-action@v5
with:
images: ghcr.io/openhands/enterprise-server
tags: |
type=ref,event=branch
type=ref,event=pr
type=sha
type=sha,format=long
type=semver,pattern={{version}}
type=semver,pattern={{major}}.{{minor}}
type=semver,pattern={{major}}
flavor: |
latest=auto
prefix=
suffix=
env:
DOCKER_METADATA_PR_HEAD_SHA: true
- name: Determine app image tag
shell: bash
python-version: '3.12'
- name: Install poetry via pipx
run: pipx install poetry
- name: Install Python dependencies using Poetry
run: make install-python-dependencies POETRY_GROUP=main INSTALL_PLAYWRIGHT=0
- name: Get hash in App Image
run: |
# Duplicated with build.sh
sanitized_ref_name=$(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
echo "OPENHANDS_DOCKER_TAG=${sanitized_ref_name}" >> $GITHUB_ENV
- name: Build and push Docker image
uses: useblacksmith/build-push-action@v1
with:
context: .
file: enterprise/Dockerfile
push: true
tags: ${{ steps.meta.outputs.tags }}
labels: ${{ steps.meta.outputs.labels }}
build-args: |
OPENHANDS_VERSION=${{ env.OPENHANDS_DOCKER_TAG }}
platforms: linux/amd64
# Add build provenance
provenance: true
# Add build attestations for better security
sbom: true
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
enterprise-preview:
name: Enterprise preview
if: github.event_name == 'pull_request' && contains(github.event.pull_request.labels.*.name, 'deploy')
runs-on: blacksmith-4vcpu-ubuntu-2204
needs: [ghcr_build_enterprise]
steps:
# This should match the version in enterprise-preview.yml
- name: Trigger remote job
- name: Get hash using code (development mode)
run: |
curl --fail-with-body -sS -X POST \
-H "Authorization: Bearer ${{ secrets.PAT_TOKEN }}" \
-H "Accept: application/vnd.github+json" \
-d "{\"ref\": \"main\", \"inputs\": {\"openhandsPrNumber\": \"${{ github.event.pull_request.number }}\", \"deployEnvironment\": \"feature\", \"enterpriseImageTag\": \"pr-${{ github.event.pull_request.number }}\" }}" \
https://api.github.com/repos/OpenHands/deploy/actions/workflows/deploy.yaml/dispatches
mkdir -p containers/runtime
poetry run python3 openhands/runtime/utils/runtime_build.py --base_image ${{ env.BASE_IMAGE_FOR_HASH_EQUIVALENCE_TEST }} --build_folder containers/runtime --force_rebuild > output.txt 2>&1
hash_from_code=$(cat output.txt | grep "Hash for docker build directory" | awk -F "): " '{print $2}' | uniq | head -n1)
echo "hash_from_code=$hash_from_code" >> $GITHUB_ENV
- name: Compare hashes
run: |
echo "Hash from App Image: ${{ env.hash_from_app_image }}"
echo "Hash from Code: ${{ env.hash_from_code }}"
if [ "${{ env.hash_from_app_image }}" = "${{ env.hash_from_code }}" ]; then
echo "Hashes match!"
else
echo "Hashes do not match!"
exit 1
fi
# Run unit tests with the Docker runtime Docker images as root
test_runtime_root:
name: RT Unit Tests (Root)
needs: [ghcr_build_runtime, define-matrix]
runs-on: blacksmith-4vcpu-ubuntu-2404
runs-on: blacksmith-8vcpu-ubuntu-2204
strategy:
fail-fast: false
matrix:
@@ -283,22 +276,30 @@ jobs:
load: true
tags: ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
context: containers/runtime
- name: Install poetry via pipx
run: pipx install poetry
- name: Cache Poetry dependencies
uses: useblacksmith/cache@v5
with:
path: |
~/.cache/pypoetry
~/.virtualenvs
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
lookup-only: true
restore-keys: |
${{ runner.os }}-poetry-
- name: Set up Python
uses: useblacksmith/setup-python@v6
with:
python-version: "3.12"
cache: poetry
python-version: '3.12'
- name: Install poetry via pipx
run: pipx install poetry
- name: Install Python dependencies using Poetry
run: make install-python-dependencies INSTALL_PLAYWRIGHT=0
run: make install-python-dependencies POETRY_GROUP=main,test,runtime INSTALL_PLAYWRIGHT=0
- name: Run docker runtime tests
shell: bash
run: |
# We install pytest-xdist in order to run tests across CPUs
poetry run pip install pytest-xdist
# Install to be able to retry on failures for flakey tests
# Install to be able to retry on failures for flaky tests
poetry run pip install pytest-rerunfailures
image_name=ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
@@ -311,14 +312,16 @@ jobs:
SANDBOX_RUNTIME_CONTAINER_IMAGE=$image_name \
TEST_IN_CI=true \
RUN_AS_OPENHANDS=false \
poetry run pytest -n 5 -raRs --reruns 2 --reruns-delay 3 -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py --durations=10
poetry run pytest -n 7 -raRs --reruns 2 --reruns-delay 5 --cov=openhands --cov-report=xml -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py --durations=10
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v5
env:
DEBUG: "1"
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
# Run unit tests with the Docker runtime Docker images as openhands user
test_runtime_oh:
name: RT Unit Tests (openhands)
runs-on: blacksmith-4vcpu-ubuntu-2404
runs-on: blacksmith-8vcpu-ubuntu-2204
needs: [ghcr_build_runtime, define-matrix]
strategy:
matrix:
@@ -345,17 +348,25 @@ jobs:
load: true
tags: ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
context: containers/runtime
- name: Install poetry via pipx
run: pipx install poetry
- name: Cache Poetry dependencies
uses: useblacksmith/cache@v5
with:
path: |
~/.cache/pypoetry
~/.virtualenvs
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
lookup-only: true
restore-keys: |
${{ runner.os }}-poetry-
- name: Set up Python
uses: useblacksmith/setup-python@v6
with:
python-version: "3.12"
cache: poetry
python-version: '3.12'
- name: Install poetry via pipx
run: pipx install poetry
- name: Install Python dependencies using Poetry
run: make install-python-dependencies POETRY_GROUP=main,test,runtime INSTALL_PLAYWRIGHT=0
- name: Run runtime tests
shell: bash
run: |
# We install pytest-xdist in order to run tests across CPUs
poetry run pip install pytest-xdist
@@ -370,9 +381,11 @@ jobs:
SANDBOX_RUNTIME_CONTAINER_IMAGE=$image_name \
TEST_IN_CI=true \
RUN_AS_OPENHANDS=true \
poetry run pytest -n 5 -raRs --reruns 2 --reruns-delay 3 -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py --durations=10
poetry run pytest -n 7 -raRs --reruns 2 --reruns-delay 5 --cov=openhands --cov-report=xml -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py --durations=10
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v5
env:
DEBUG: "1"
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
@@ -382,7 +395,7 @@ jobs:
name: All Runtime Tests Passed
if: ${{ !cancelled() && !contains(needs.*.result, 'failure') && !contains(needs.*.result, 'cancelled') }}
runs-on: blacksmith-4vcpu-ubuntu-2204
needs: [test_runtime_root, test_runtime_oh]
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!"
@@ -391,7 +404,7 @@ jobs:
name: All Runtime Tests Passed
if: ${{ cancelled() || contains(needs.*.result, 'failure') || contains(needs.*.result, 'cancelled') }}
runs-on: blacksmith-4vcpu-ubuntu-2204
needs: [test_runtime_root, test_runtime_oh]
needs: [test_runtime_root, test_runtime_oh, verify_hash_equivalence_in_runtime_and_app]
steps:
- name: Some tests failed
run: |
@@ -416,7 +429,30 @@ jobs:
PR_NUMBER: ${{ github.event.pull_request.number }}
REPO: ${{ github.repository }}
SHORT_SHA: ${{ steps.short_sha.outputs.SHORT_SHA }}
shell: bash
run: |
echo "Updating PR description with Docker and uvx commands"
bash ${GITHUB_WORKSPACE}/.github/scripts/update_pr_description.sh
echo "updating PR description"
DOCKER_RUN_COMMAND="docker run -it --rm \
-p 3000:3000 \
-v /var/run/docker.sock:/var/run/docker.sock \
--add-host host.docker.internal:host-gateway \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:$SHORT_SHA-nikolaik \
--name openhands-app-$SHORT_SHA \
docker.all-hands.dev/all-hands-ai/openhands:$SHORT_SHA"
PR_BODY=$(gh pr view $PR_NUMBER --json body --jq .body)
if echo "$PR_BODY" | grep -q "To run this PR locally, use the following command:"; then
UPDATED_PR_BODY=$(echo "${PR_BODY}" | sed -E "s|docker run -it --rm.*|$DOCKER_RUN_COMMAND|")
else
UPDATED_PR_BODY="${PR_BODY}
---
To run this PR locally, use the following command:
\`\`\`
$DOCKER_RUN_COMMAND
\`\`\`"
fi
echo "updated body: $UPDATED_PR_BODY"
gh pr edit $PR_NUMBER --body "$UPDATED_PR_BODY"

199
.github/workflows/integration-runner.yml vendored Normal file
View File

@@ -0,0 +1,199 @@
name: Run Integration Tests
on:
pull_request:
types: [labeled]
workflow_dispatch:
inputs:
reason:
description: 'Reason for manual trigger'
required: true
default: ''
schedule:
- cron: '30 22 * * *' # Runs at 10:30pm UTC every day
env:
N_PROCESSES: 10 # Global configuration for number of parallel processes for evaluation
jobs:
run-integration-tests:
if: github.event.label.name == 'integration-test' || github.event_name == 'workflow_dispatch' || github.event_name == 'schedule'
runs-on: blacksmith-4vcpu-ubuntu-2204
permissions:
contents: "read"
id-token: "write"
pull-requests: "write"
issues: "write"
strategy:
matrix:
python-version: ["3.12"]
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Install poetry via pipx
run: pipx install poetry
- name: Set up Python
uses: useblacksmith/setup-python@v6
with:
python-version: ${{ matrix.python-version }}
cache: "poetry"
- name: Setup Node.js
uses: useblacksmith/setup-node@v5
with:
node-version: '22.x'
- name: Comment on PR if 'integration-test' label is present
if: github.event_name == 'pull_request' && github.event.label.name == 'integration-test'
uses: KeisukeYamashita/create-comment@v1
with:
unique: false
comment: |
Hi! I started running the integration tests on your PR. You will receive a comment with the results shortly.
- name: Install Python dependencies using Poetry
run: poetry install --without evaluation
- name: Configure config.toml for testing with Haiku
env:
LLM_MODEL: "litellm_proxy/claude-3-5-haiku-20241022"
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
MAX_ITERATIONS: 10
run: |
echo "[llm.eval]" > config.toml
echo "model = \"$LLM_MODEL\"" >> config.toml
echo "api_key = \"$LLM_API_KEY\"" >> config.toml
echo "base_url = \"$LLM_BASE_URL\"" >> config.toml
echo "temperature = 0.0" >> config.toml
- name: Build environment
run: make build
- name: Run integration test evaluation for Haiku
env:
SANDBOX_FORCE_REBUILD_RUNTIME: True
run: |
poetry run ./evaluation/integration_tests/scripts/run_infer.sh llm.eval HEAD CodeActAgent '' 10 $N_PROCESSES '' 'haiku_run'
# get integration tests report
REPORT_FILE_HAIKU=$(find evaluation/evaluation_outputs/outputs/integration_tests/CodeActAgent/*haiku*_maxiter_10_N* -name "report.md" -type f | head -n 1)
echo "REPORT_FILE: $REPORT_FILE_HAIKU"
echo "INTEGRATION_TEST_REPORT_HAIKU<<EOF" >> $GITHUB_ENV
cat $REPORT_FILE_HAIKU >> $GITHUB_ENV
echo >> $GITHUB_ENV
echo "EOF" >> $GITHUB_ENV
- name: Wait a little bit
run: sleep 10
- name: Configure config.toml for testing with DeepSeek
env:
LLM_MODEL: "litellm_proxy/deepseek-chat"
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
MAX_ITERATIONS: 10
run: |
echo "[llm.eval]" > config.toml
echo "model = \"$LLM_MODEL\"" >> config.toml
echo "api_key = \"$LLM_API_KEY\"" >> config.toml
echo "base_url = \"$LLM_BASE_URL\"" >> config.toml
echo "temperature = 0.0" >> config.toml
- name: Run integration test evaluation for DeepSeek
env:
SANDBOX_FORCE_REBUILD_RUNTIME: True
run: |
poetry run ./evaluation/integration_tests/scripts/run_infer.sh llm.eval HEAD CodeActAgent '' 10 $N_PROCESSES '' 'deepseek_run'
# get integration tests report
REPORT_FILE_DEEPSEEK=$(find evaluation/evaluation_outputs/outputs/integration_tests/CodeActAgent/deepseek*_maxiter_10_N* -name "report.md" -type f | head -n 1)
echo "REPORT_FILE: $REPORT_FILE_DEEPSEEK"
echo "INTEGRATION_TEST_REPORT_DEEPSEEK<<EOF" >> $GITHUB_ENV
cat $REPORT_FILE_DEEPSEEK >> $GITHUB_ENV
echo >> $GITHUB_ENV
echo "EOF" >> $GITHUB_ENV
# -------------------------------------------------------------
# Run VisualBrowsingAgent tests for DeepSeek, limited to t05 and t06
- name: Wait a little bit (again)
run: sleep 5
- name: Configure config.toml for testing VisualBrowsingAgent (DeepSeek)
env:
LLM_MODEL: "litellm_proxy/deepseek-chat"
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
MAX_ITERATIONS: 15
run: |
echo "[llm.eval]" > config.toml
echo "model = \"$LLM_MODEL\"" >> config.toml
echo "api_key = \"$LLM_API_KEY\"" >> config.toml
echo "base_url = \"$LLM_BASE_URL\"" >> config.toml
echo "temperature = 0.0" >> config.toml
- name: Run integration test evaluation for VisualBrowsingAgent (DeepSeek)
env:
SANDBOX_FORCE_REBUILD_RUNTIME: True
run: |
poetry run ./evaluation/integration_tests/scripts/run_infer.sh llm.eval HEAD VisualBrowsingAgent '' 15 $N_PROCESSES "t05_simple_browsing,t06_github_pr_browsing.py" 'visualbrowsing_deepseek_run'
# Find and export the visual browsing agent test results
REPORT_FILE_VISUALBROWSING_DEEPSEEK=$(find evaluation/evaluation_outputs/outputs/integration_tests/VisualBrowsingAgent/deepseek*_maxiter_15_N* -name "report.md" -type f | head -n 1)
echo "REPORT_FILE_VISUALBROWSING_DEEPSEEK: $REPORT_FILE_VISUALBROWSING_DEEPSEEK"
echo "INTEGRATION_TEST_REPORT_VISUALBROWSING_DEEPSEEK<<EOF" >> $GITHUB_ENV
cat $REPORT_FILE_VISUALBROWSING_DEEPSEEK >> $GITHUB_ENV
echo >> $GITHUB_ENV
echo "EOF" >> $GITHUB_ENV
- name: Create archive of evaluation outputs
run: |
TIMESTAMP=$(date +'%y-%m-%d-%H-%M')
cd evaluation/evaluation_outputs/outputs # Change to the outputs directory
tar -czvf ../../../integration_tests_${TIMESTAMP}.tar.gz integration_tests/CodeActAgent/* integration_tests/VisualBrowsingAgent/* # Only include the actual result directories
- name: Upload evaluation results as artifact
uses: actions/upload-artifact@v4
id: upload_results_artifact
with:
name: integration-test-outputs-${{ github.run_id }}-${{ github.run_attempt }}
path: integration_tests_*.tar.gz
- name: Get artifact URLs
run: |
echo "ARTIFACT_URL=${{ steps.upload_results_artifact.outputs.artifact-url }}" >> $GITHUB_ENV
- name: Set timestamp and trigger reason
run: |
echo "TIMESTAMP=$(date +'%Y-%m-%d-%H-%M')" >> $GITHUB_ENV
if [[ "${{ github.event_name }}" == "pull_request" ]]; then
echo "TRIGGER_REASON=pr-${{ github.event.pull_request.number }}" >> $GITHUB_ENV
elif [[ "${{ github.event_name }}" == "workflow_dispatch" ]]; then
echo "TRIGGER_REASON=manual-${{ github.event.inputs.reason }}" >> $GITHUB_ENV
else
echo "TRIGGER_REASON=nightly-scheduled" >> $GITHUB_ENV
fi
- name: Comment with results and artifact link
id: create_comment
uses: KeisukeYamashita/create-comment@v1
with:
# if triggered by PR, use PR number, otherwise use 5318 as fallback issue number for manual triggers
number: ${{ github.event_name == 'pull_request' && github.event.pull_request.number || 5318 }}
unique: false
comment: |
Trigger by: ${{ github.event_name == 'pull_request' && format('Pull Request (integration-test label on PR #{0})', github.event.pull_request.number) || (github.event_name == 'workflow_dispatch' && format('Manual Trigger: {0}', github.event.inputs.reason)) || 'Nightly Scheduled Run' }}
Commit: ${{ github.sha }}
**Integration Tests Report (Haiku)**
Haiku LLM Test Results:
${{ env.INTEGRATION_TEST_REPORT_HAIKU }}
---
**Integration Tests Report (DeepSeek)**
DeepSeek LLM Test Results:
${{ env.INTEGRATION_TEST_REPORT_DEEPSEEK }}
---
**Integration Tests Report VisualBrowsing (DeepSeek)**
${{ env.INTEGRATION_TEST_REPORT_VISUALBROWSING_DEEPSEEK }}
---
Download testing outputs (includes both Haiku and DeepSeek results): [Download](${{ steps.upload_results_artifact.outputs.artifact-url }})

View File

@@ -21,20 +21,14 @@ jobs:
fetch-depth: 0
token: ${{ secrets.GITHUB_TOKEN }}
- name: Install Node.js 22
- name: Install Node.js 20
uses: useblacksmith/setup-node@v5
with:
node-version: 22
node-version: 20
- name: Install frontend dependencies
run: |
cd frontend
npm install --frozen-lockfile
- name: Generate i18n and route types
run: |
cd frontend
npm run make-i18n
npx react-router typegen || true
- name: Fix frontend lint issues
run: |
cd frontend
@@ -51,7 +45,7 @@ jobs:
git config --local user.email "openhands@all-hands.dev"
git config --local user.name "OpenHands Bot"
git add -A
git commit -m "🤖 Auto-fix frontend linting issues" --no-verify
git commit -m "🤖 Auto-fix frontend linting issues"
git push
# Python lint fixes
@@ -74,13 +68,13 @@ jobs:
uses: useblacksmith/setup-python@v6
with:
python-version: 3.12
cache: "pip"
cache: 'pip'
- name: Install pre-commit
run: pip install pre-commit==3.7.0
- name: Fix python lint issues
run: |
# Run all pre-commit hooks and continue even if they modify files (exit code 1)
pre-commit run --config ./dev_config/python/.pre-commit-config.yaml --all-files || true
pre-commit run --config ./dev_config/python/.pre-commit-config.yaml --files openhands/**/* evaluation/**/* tests/**/* || true
# Commit and push changes if any
- name: Check for changes
@@ -93,5 +87,5 @@ jobs:
git config --local user.email "openhands@all-hands.dev"
git config --local user.name "OpenHands Bot"
git add -A
git commit -m "🤖 Auto-fix Python linting issues" --no-verify
git commit -m "🤖 Auto-fix Python linting issues"
git push

View File

@@ -7,7 +7,7 @@ name: Lint
on:
push:
branches:
- main
- 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
@@ -22,20 +22,19 @@ jobs:
runs-on: blacksmith-4vcpu-ubuntu-2204
steps:
- uses: actions/checkout@v4
- name: Install Node.js 22
- name: Install Node.js 20
uses: useblacksmith/setup-node@v5
with:
node-version: 22
node-version: 20
- name: Install dependencies
run: |
cd frontend
npm install --frozen-lockfile
- name: Lint, TypeScript compilation, and translation checks
- name: Lint and TypeScript compilation
run: |
cd frontend
npm run lint
npm run make-i18n && tsc
npm run check-translation-completeness
# Run lint on the python code
lint-python:
@@ -49,26 +48,21 @@ jobs:
uses: useblacksmith/setup-python@v6
with:
python-version: 3.12
cache: "pip"
cache: 'pip'
- name: Install pre-commit
run: pip install pre-commit==3.7.0
- name: Run pre-commit hooks
run: pre-commit run --all-files --show-diff-on-failure --config ./dev_config/python/.pre-commit-config.yaml
run: pre-commit run --files openhands/**/* evaluation/**/* tests/**/* --show-diff-on-failure --config ./dev_config/python/.pre-commit-config.yaml
lint-enterprise-python:
name: Lint enterprise python
# Check version consistency across documentation
check-version-consistency:
name: Check version consistency
runs-on: blacksmith-4vcpu-ubuntu-2204
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0
- name: Set up python
uses: useblacksmith/setup-python@v6
with:
python-version: 3.12
cache: "pip"
- name: Install pre-commit
run: pip install pre-commit==4.2.0
- name: Run pre-commit hooks
working-directory: ./enterprise
run: pre-commit run --all-files --show-diff-on-failure --config ./dev_config/python/.pre-commit-config.yaml
- name: Run version consistency check
run: .github/scripts/check_version_consistency.py

View File

@@ -1,108 +0,0 @@
name: Publish OpenHands UI Package
# * Always run on "main"
# * Run on PRs that have changes in the "openhands-ui" folder or this workflow
on:
push:
branches:
- main
paths:
- "openhands-ui/**"
- ".github/workflows/npm-publish-ui.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: npm-publish-ui
cancel-in-progress: false
jobs:
check-version:
name: Check if version has changed
runs-on: blacksmith-4vcpu-ubuntu-2204
defaults:
run:
shell: bash
outputs:
should-publish: ${{ steps.version-check.outputs.should-publish }}
current-version: ${{ steps.version-check.outputs.current-version }}
steps:
- name: Checkout
uses: actions/checkout@v4
with:
fetch-depth: 2 # Need previous commit to compare
- name: Check if version changed
id: version-check
run: |
# Get current version from package.json
CURRENT_VERSION=$(jq -r .version openhands-ui/package.json)
echo "current-version=$CURRENT_VERSION" >> $GITHUB_OUTPUT
# Check if package.json version changed in this commit
if git diff HEAD~1 HEAD --name-only | grep -q "openhands-ui/package.json"; then
# Check if the version field specifically changed
if git diff HEAD~1 HEAD openhands-ui/package.json | grep -q '"version"'; then
echo "Version changed in package.json, will publish"
echo "should-publish=true" >> $GITHUB_OUTPUT
else
echo "package.json changed but version did not change, skipping publish"
echo "should-publish=false" >> $GITHUB_OUTPUT
fi
else
echo "package.json did not change, skipping publish"
echo "should-publish=false" >> $GITHUB_OUTPUT
fi
publish:
name: Publish to npm
runs-on: blacksmith-4vcpu-ubuntu-2204
needs: check-version
if: needs.check-version.outputs.should-publish == 'true'
defaults:
run:
shell: bash
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Setup Bun
uses: oven-sh/setup-bun@v2
with:
bun-version-file: "openhands-ui/.bun-version"
- name: Install dependencies
working-directory: ./openhands-ui
run: bun install --frozen-lockfile
- name: Build package
working-directory: ./openhands-ui
run: bun run build
- name: Check if package already exists on npm
id: npm-check
working-directory: ./openhands-ui
run: |
PACKAGE_NAME=$(jq -r .name package.json)
VERSION="${{ needs.check-version.outputs.current-version }}"
# Check if this version already exists on npm
if npm view "$PACKAGE_NAME@$VERSION" version 2>/dev/null; then
echo "Version $VERSION already exists on npm, skipping publish"
echo "already-exists=true" >> $GITHUB_OUTPUT
else
echo "Version $VERSION does not exist on npm, proceeding with publish"
echo "already-exists=false" >> $GITHUB_OUTPUT
fi
- name: Setup npm authentication
if: steps.npm-check.outputs.already-exists == 'false'
run: |
echo "//registry.npmjs.org/:_authToken=${{ secrets.NPM_TOKEN }}" > ~/.npmrc
- name: Publish to npm
if: steps.npm-check.outputs.already-exists == 'false'
working-directory: ./openhands-ui
run: |
# The prepublishOnly script will run automatically and build the package
npm publish
echo "✅ Successfully published @openhands/ui@${{ needs.check-version.outputs.current-version }} to npm"

View File

@@ -24,7 +24,7 @@ on:
LLM_MODEL:
required: false
type: string
default: "anthropic/claude-sonnet-4-20250514"
default: "anthropic/claude-3-7-sonnet-20250219"
LLM_API_VERSION:
required: false
type: string
@@ -201,7 +201,7 @@ jobs:
issue_number: ${{ env.ISSUE_NUMBER }},
owner: context.repo.owner,
repo: context.repo.repo,
body: `[OpenHands](https://github.com/OpenHands/OpenHands) started fixing the ${issueType}! You can monitor the progress [here](https://github.com/${context.repo.owner}/${context.repo.repo}/actions/runs/${context.runId}).`
body: `[OpenHands](https://github.com/All-Hands-AI/OpenHands) started fixing the ${issueType}! You can monitor the progress [here](https://github.com/${context.repo.owner}/${context.repo.repo}/actions/runs/${context.runId}).`
});
- name: Install OpenHands
@@ -233,7 +233,7 @@ jobs:
if (isExperimentalLabel || isIssueCommentExperimental || isReviewCommentExperimental) {
console.log("Installing experimental OpenHands...");
await exec.exec("pip install git+https://github.com/openhands/openhands.git");
await exec.exec("pip install git+https://github.com/all-hands-ai/openhands.git");
} else {
console.log("Installing from requirements.txt...");

View File

@@ -1,127 +0,0 @@
# Workflow that runs python tests
name: Run Python 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 tests on Linux
test-on-linux:
name: Python Tests on Linux
runs-on: blacksmith-4vcpu-ubuntu-2404
env:
INSTALL_DOCKER: "0" # Set to '0' to skip Docker installation
strategy:
matrix:
python-version: ["3.12"]
permissions:
# For coverage comment and python-coverage-comment-action branch
pull-requests: write
contents: write
steps:
- uses: actions/checkout@v4
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@v3
- name: Install tmux
run: sudo apt-get update && sudo apt-get install -y tmux
- name: Setup Node.js
uses: useblacksmith/setup-node@v5
with:
node-version: "22.x"
- name: Install poetry via pipx
run: pipx install poetry
- name: Set up Python
uses: useblacksmith/setup-python@v6
with:
python-version: ${{ matrix.python-version }}
cache: "poetry"
- name: Install Python dependencies using Poetry
run: |
poetry install --with dev,test,runtime
poetry run pip install pytest-xdist
poetry run pip install pytest-rerunfailures
- name: Build Environment
run: make build
- name: Run Unit Tests
run: PYTHONPATH=".:$PYTHONPATH" poetry run pytest --forked -n auto -s ./tests/unit --cov=openhands --cov-branch
env:
COVERAGE_FILE: ".coverage.${{ matrix.python_version }}"
- name: Run Runtime Tests with CLIRuntime
run: PYTHONPATH=".:$PYTHONPATH" TEST_RUNTIME=cli poetry run pytest -n 5 --reruns 2 --reruns-delay 3 -s tests/runtime/test_bash.py --cov=openhands --cov-branch
env:
COVERAGE_FILE: ".coverage.runtime.${{ matrix.python_version }}"
- name: Store coverage file
uses: actions/upload-artifact@v4
with:
name: coverage-openhands
path: |
.coverage.${{ matrix.python_version }}
.coverage.runtime.${{ matrix.python_version }}
include-hidden-files: true
test-enterprise:
name: Enterprise Python Unit Tests
runs-on: blacksmith-4vcpu-ubuntu-2404
strategy:
matrix:
python-version: ["3.12"]
steps:
- uses: actions/checkout@v4
- name: Install poetry via pipx
run: pipx install poetry
- name: Set up Python
uses: useblacksmith/setup-python@v6
with:
python-version: ${{ matrix.python-version }}
cache: "poetry"
- name: Install Python dependencies using Poetry
working-directory: ./enterprise
run: poetry install --with dev,test
- name: Run Unit Tests
# Use base working directory for coverage paths to line up.
run: PYTHONPATH=".:$PYTHONPATH" poetry run --project=enterprise pytest --forked -n auto -s -p no:ddtrace -p no:ddtrace.pytest_bdd -p no:ddtrace.pytest_benchmark ./enterprise/tests/unit --cov=enterprise --cov-branch
env:
COVERAGE_FILE: ".coverage.enterprise.${{ matrix.python_version }}"
- name: Store coverage file
uses: actions/upload-artifact@v4
with:
name: coverage-enterprise
path: ".coverage.enterprise.${{ matrix.python_version }}"
include-hidden-files: true
coverage-comment:
name: Coverage Comment
if: github.event_name == 'pull_request'
runs-on: ubuntu-latest
needs: [test-on-linux, test-enterprise]
permissions:
pull-requests: write
contents: write
steps:
- uses: actions/checkout@v4
- uses: actions/download-artifact@v5
id: download
with:
pattern: coverage-*
merge-multiple: true
- name: Coverage comment
id: coverage_comment
uses: py-cov-action/python-coverage-comment-action@v3
with:
GITHUB_TOKEN: ${{ github.token }}
MERGE_COVERAGE_FILES: true

80
.github/workflows/py-unit-tests.yml vendored Normal file
View File

@@ -0,0 +1,80 @@
# Workflow that runs python unit tests
name: Run Python Unit Tests
# The jobs in this workflow are required, so they must run at all times
# * Always run on "main"
# * Always run on PRs
on:
push:
branches:
- main
pull_request:
# If triggered by a PR, it will be in the same group. However, each commit on main will be in its own unique group
concurrency:
group: ${{ github.workflow }}-${{ (github.head_ref && github.ref) || github.run_id }}
cancel-in-progress: true
jobs:
# Run python unit tests on Linux
test-on-linux:
name: Python Unit Tests on Linux
runs-on: blacksmith-4vcpu-ubuntu-2204
env:
INSTALL_DOCKER: '0' # Set to '0' to skip Docker installation
strategy:
matrix:
python-version: ['3.12']
steps:
- uses: actions/checkout@v4
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@v3
- name: Install tmux
run: sudo apt-get update && sudo apt-get install -y tmux
- name: Setup Node.js
uses: useblacksmith/setup-node@v5
with:
node-version: '22.x'
- name: Install poetry via pipx
run: pipx install poetry
- name: Set up Python
uses: useblacksmith/setup-python@v6
with:
python-version: ${{ matrix.python-version }}
cache: 'poetry'
- name: Install Python dependencies using Poetry
run: poetry install --without evaluation
- name: Build Environment
run: make build
- name: Run Tests
run: poetry run pytest --forked -n auto --cov=openhands --cov-report=xml -svv ./tests/unit
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v5
env:
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
# Run specific Windows python tests
test-on-windows:
name: Python Tests on Windows
runs-on: windows-latest
strategy:
matrix:
python-version: ['3.12']
steps:
- uses: actions/checkout@v4
- name: Install pipx
run: pip install pipx
- 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
- name: Run Windows unit tests
run: poetry run pytest -svv tests/unit/test_windows_bash.py
- name: Run Windows runtime tests
run: $env:TEST_RUNTIME="local"; poetry run pytest -svv tests/runtime/test_bash.py

View File

@@ -1,27 +1,18 @@
# Publishes the OpenHands PyPi package
name: Publish PyPi Package
# Triggered manually
on:
workflow_dispatch:
inputs:
reason:
description: "What are you publishing?"
description: 'Reason for manual trigger'
required: true
type: choice
options:
- app server
default: app server
push:
tags:
- "*"
default: ''
jobs:
release:
runs-on: blacksmith-4vcpu-ubuntu-2204
# Run when manually dispatched for "app server" OR for tag pushes that don't contain '-cli'
if: |
(github.event_name == 'workflow_dispatch' && github.event.inputs.reason == 'app server')
|| (github.event_name == 'push' && startsWith(github.ref, 'refs/tags/') && !contains(github.ref, '-cli'))
steps:
- uses: actions/checkout@v4
- uses: useblacksmith/setup-python@v6

54
.github/workflows/run-eval.yml vendored Normal file
View File

@@ -0,0 +1,54 @@
# Run evaluation on a PR
name: Run Eval
# Runs when a PR is labeled with one of the "run-eval-" labels
on:
pull_request:
types: [labeled]
jobs:
trigger-job:
name: Trigger remote eval job
if: ${{ github.event.label.name == 'run-eval-xs' || github.event.label.name == 'run-eval-s' || github.event.label.name == 'run-eval-m' }}
runs-on: blacksmith-4vcpu-ubuntu-2204
steps:
- name: Checkout PR branch
uses: actions/checkout@v4
with:
ref: ${{ github.head_ref }}
- name: Trigger remote job
env:
PR_BRANCH: ${{ github.head_ref }}
run: |
REPO_URL="https://github.com/${{ github.repository }}"
echo "Repository URL: $REPO_URL"
echo "PR Branch: $PR_BRANCH"
if [[ "${{ github.event.label.name }}" == "run-eval-xs" ]]; then
EVAL_INSTANCES="1"
elif [[ "${{ github.event.label.name }}" == "run-eval-s" ]]; then
EVAL_INSTANCES="5"
elif [[ "${{ github.event.label.name }}" == "run-eval-m" ]]; then
EVAL_INSTANCES="30"
fi
curl -X POST \
-H "Authorization: Bearer ${{ secrets.PAT_TOKEN }}" \
-H "Accept: application/vnd.github+json" \
-d "{\"ref\": \"main\", \"inputs\": {\"github-repo\": \"${REPO_URL}\", \"github-branch\": \"${PR_BRANCH}\", \"pr-number\": \"${{ github.event.pull_request.number }}\", \"eval-instances\": \"${EVAL_INSTANCES}\"}}" \
https://api.github.com/repos/All-Hands-AI/evaluation/actions/workflows/create-branch.yml/dispatches
# Send Slack message
PR_URL="https://github.com/${{ github.repository }}/pull/${{ github.event.pull_request.number }}"
slack_text="PR $PR_URL has triggered evaluation on $EVAL_INSTANCES instances..."
curl -X POST -H 'Content-type: application/json' --data '{"text":"'"$slack_text"'"}' \
https://hooks.slack.com/services/${{ secrets.SLACK_TOKEN }}
- name: Comment on PR
uses: KeisukeYamashita/create-comment@v1
with:
unique: false
comment: |
Running evaluation on the PR. Once eval is done, the results will be posted.

View File

@@ -12,11 +12,11 @@ jobs:
steps:
- uses: actions/stale@v9
with:
stale-issue-message: 'This issue is stale because it has been open for 40 days with no activity. Remove the stale label or leave a comment, otherwise it will be closed in 10 days.'
stale-pr-message: 'This PR is stale because it has been open for 40 days with no activity. Remove the stale label or leave a comment, otherwise it will be closed in 10 days.'
days-before-stale: 40
exempt-issue-labels: roadmap,backlog,app-team
close-issue-message: 'This issue was automatically closed due to 50 days of inactivity. We do this to help keep the issues somewhat manageable and focus on active issues.'
close-pr-message: 'This PR was closed because it had no activity for 50 days. If you feel this was closed in error, and you would like to continue the PR, please resubmit or let us know.'
days-before-close: 10
operations-per-run: 300
stale-issue-message: 'This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.'
stale-pr-message: 'This PR is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.'
days-before-stale: 30
exempt-issue-labels: 'tracked'
close-issue-message: 'This issue was closed because it has been stalled for over 30 days with no activity.'
close-pr-message: 'This PR was closed because it has been stalled for over 30 days with no activity.'
days-before-close: 7
operations-per-run: 150

View File

@@ -1,34 +0,0 @@
name: Run UI Component Build
# * Always run on "main"
# * Run on PRs that have changes in the "openhands-ui" folder or this workflow
on:
push:
branches:
- main
pull_request:
paths:
- 'openhands-ui/**'
- '.github/workflows/ui-build.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:
ui-build:
name: Build openhands-ui
runs-on: blacksmith-4vcpu-ubuntu-2204
steps:
- name: Checkout
uses: actions/checkout@v4
- uses: oven-sh/setup-bun@v2
with:
bun-version-file: "openhands-ui/.bun-version"
- name: Install dependencies
working-directory: ./openhands-ui
run: bun install --frozen-lockfile
- name: Build package
working-directory: ./openhands-ui
run: bun run build

View File

@@ -1,156 +0,0 @@
# Workflow that validates the VSCode extension builds correctly
name: VSCode Extension CI
# * Always run on "main"
# * Run on PRs that have changes in the VSCode extension folder or this workflow
# * Run on tags that start with "ext-v"
on:
push:
branches:
- main
tags:
- 'ext-v*'
pull_request:
paths:
- 'openhands/integrations/vscode/**'
- 'build_vscode.py'
- '.github/workflows/vscode-extension-build.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:
# Validate VSCode extension builds correctly
validate-vscode-extension:
name: Validate VSCode Extension Build
runs-on: blacksmith-4vcpu-ubuntu-2204
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Set up Node.js
uses: useblacksmith/setup-node@v5
with:
node-version: '22'
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: '3.12'
- name: Install VSCode extension dependencies
working-directory: ./openhands/integrations/vscode
run: npm ci
- name: Build VSCode extension via build_vscode.py
run: python build_vscode.py
env:
# Ensure we don't skip the build
SKIP_VSCODE_BUILD: ""
- name: Validate .vsix file
run: |
# Verify the .vsix was created and is valid
if [ -f "openhands/integrations/vscode/openhands-vscode-0.0.1.vsix" ]; then
echo "✅ VSCode extension built successfully"
ls -la openhands/integrations/vscode/openhands-vscode-0.0.1.vsix
# Basic validation that the .vsix is a valid zip file
echo "🔍 Validating .vsix structure..."
file openhands/integrations/vscode/openhands-vscode-0.0.1.vsix
unzip -t openhands/integrations/vscode/openhands-vscode-0.0.1.vsix
echo "✅ VSCode extension validation passed"
else
echo "❌ VSCode extension build failed - .vsix not found"
exit 1
fi
- name: Upload VSCode extension artifact
uses: actions/upload-artifact@v4
with:
name: vscode-extension
path: openhands/integrations/vscode/openhands-vscode-0.0.1.vsix
retention-days: 7
- name: Comment on PR with artifact link
if: github.event_name == 'pull_request'
uses: actions/github-script@v7
with:
script: |
const fs = require('fs');
const path = require('path');
// Get file size for display
const vsixPath = 'openhands/integrations/vscode/openhands-vscode-0.0.1.vsix';
const stats = fs.statSync(vsixPath);
const fileSizeKB = Math.round(stats.size / 1024);
const comment = `## 🔧 VSCode Extension Built Successfully!
The VSCode extension has been built and is ready for testing.
**📦 Download**: [openhands-vscode-0.0.1.vsix](https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}) (${fileSizeKB} KB)
**🚀 To install**:
1. Download the artifact from the workflow run above
2. In VSCode: \`Ctrl+Shift+P\` → "Extensions: Install from VSIX..."
3. Select the downloaded \`.vsix\` file
**✅ Tested with**: Node.js 22
**🔍 Validation**: File structure and integrity verified
---
*Built from commit ${{ github.sha }}*`;
// Check if we already commented on this PR and delete it
const { data: comments } = await github.rest.issues.listComments({
owner: context.repo.owner,
repo: context.repo.repo,
issue_number: context.issue.number,
});
const botComment = comments.find(comment =>
comment.user.login === 'github-actions[bot]' &&
comment.body.includes('VSCode Extension Built Successfully')
);
if (botComment) {
await github.rest.issues.deleteComment({
owner: context.repo.owner,
repo: context.repo.repo,
comment_id: botComment.id,
});
}
// Create a new comment
await github.rest.issues.createComment({
owner: context.repo.owner,
repo: context.repo.repo,
issue_number: context.issue.number,
body: comment
});
release:
name: Create GitHub Release
runs-on: blacksmith-4vcpu-ubuntu-2204
needs: validate-vscode-extension
if: startsWith(github.ref, 'refs/tags/ext-v')
steps:
- name: Download .vsix artifact
uses: actions/download-artifact@v4
with:
name: vscode-extension
path: ./
- name: Create Release
uses: ncipollo/release-action@v1.16.0
with:
artifacts: "*.vsix"
token: ${{ secrets.GITHUB_TOKEN }}
draft: true
allowUpdates: true

View File

@@ -1,51 +0,0 @@
name: Welcome Good First Issue
on:
issues:
types: [labeled]
permissions:
issues: write
jobs:
comment-on-good-first-issue:
if: github.event.label.name == 'good first issue'
runs-on: ubuntu-latest
steps:
- name: Check if welcome comment already exists
id: check_comment
uses: actions/github-script@v7
with:
result-encoding: string
script: |
const issueNumber = context.issue.number;
const comments = await github.rest.issues.listComments({
...context.repo,
issue_number: issueNumber
});
const alreadyCommented = comments.data.some(
(comment) =>
comment.body.includes('<!-- auto-comment:good-first-issue -->')
);
return alreadyCommented ? 'true' : 'false';
- name: Leave welcome comment
if: steps.check_comment.outputs.result == 'false'
uses: actions/github-script@v7
with:
script: |
const repoUrl = `https://github.com/${context.repo.owner}/${context.repo.repo}`;
await github.rest.issues.createComment({
...context.repo,
issue_number: context.issue.number,
body: "🙌 **Hey there, future contributor!** 🙌\n\n" +
"This issue has been labeled as **good first issue**, which means it's a great place to get started with the OpenHands project.\n\n" +
"If you're interested in working on it, feel free to! No need to ask for permission.\n\n" +
"Be sure to check out our [development setup guide](" + repoUrl + "/blob/main/Development.md) to get your environment set up, and follow our [contribution guidelines](" + repoUrl + "/blob/main/CONTRIBUTING.md) when you're ready to submit a fix.\n\n" +
"Feel free to join our developer community on [Slack](https://all-hands.dev/joinslack). You can ask for [help](https://openhands-ai.slack.com/archives/C078L0FUGUX), [feedback](https://openhands-ai.slack.com/archives/C086ARSNMGA), and even ask for a [PR review](https://openhands-ai.slack.com/archives/C08D8FJ5771).\n\n" +
"🙌 Happy hacking! 🙌\n\n" +
"<!-- auto-comment:good-first-issue -->"
});

31
.gitignore vendored
View File

@@ -161,32 +161,8 @@ cython_debug/
# 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/
# VS Code: Ignore all but certain files that specify repo-specific settings.
# https://stackoverflow.com/questions/32964920/should-i-commit-the-vscode-folder-to-source-control
.vscode/**/*
!.vscode/extensions.json
!.vscode/settings.json
!.vscode/tasks.json
# VS Code extensions/forks:
.vscode/
.cursorignore
.rooignore
.clineignore
.windsurfignore
.cursorrules
.roorules
.clinerules
.windsurfrules
.cursor/rules
.roo/rules
.cline/rules
.windsurf/rules
.repomix
repomix-output.txt
# Emacs backup
*~
# evaluation
evaluation/evaluation_outputs
@@ -257,8 +233,3 @@ containers/runtime/Dockerfile
containers/runtime/project.tar.gz
containers/runtime/code
**/node_modules/
# test results
test-results
.sessions
.eval_sessions

View File

@@ -1,33 +0,0 @@
---
name: documentation
type: knowledge
version: 1.0.0
agent: CodeActAgent
triggers:
- documentation
- docs
- document
---
# Documentation Guidelines
All documentation must be grounded in fact, so you must not make anything up without proper evidence. When you have finished writing documentation, convey to the user what reference source, including web pages, source code, or other sources of documentation you referenced when writing each new fact in the documentation. If you cannot reference a source for anything do not include it in the pull request.
## Best Practices for Documentation
1. **Be Factual**: Only include information that can be verified from reliable sources.
2. **Cite Sources**: Always reference the source of information (code, web pages, official documentation).
3. **Be Clear and Concise**: Use simple language and avoid unnecessary jargon.
4. **Use Examples**: Include practical examples to illustrate concepts.
5. **Structure Properly**: Use headings, lists, and code blocks to organize information.
6. **Keep Updated**: Ensure documentation reflects the current state of the code or system.
## Documentation Process
1. Research and gather information from reliable sources
2. Draft documentation based on verified facts
3. Review for accuracy and completeness
4. Include references for all factual statements
5. Submit only when all information is properly sourced
Remember: If you cannot verify a piece of information, it's better to exclude it than to include potentially incorrect information.

View File

@@ -121,7 +121,7 @@ A specialized prompt that enhances OpenHands with domain-specific knowledge, rep
A central repository of available microagents and their configurations.
#### Public Microagent
A general-purpose microagent available to all OpenHands users, triggered by specific keywords. Located in `microagents/`.
A general-purpose microagent available to all OpenHands users, triggered by specific keywords.
#### Repository Microagent
A type of microagent that provides repository-specific context and guidelines, stored in the `.openhands/microagents/` directory.

View File

@@ -1,3 +1,8 @@
---
name: repo
type: repo
agent: CodeActAgent
---
This repository contains the code for OpenHands, an automated AI software engineer. It has a Python backend
(in the `openhands` directory) and React frontend (in the `frontend` directory).
@@ -5,21 +10,12 @@ This repository contains the code for OpenHands, an automated AI software engine
To set up the entire repo, including frontend and backend, run `make build`.
You don't need to do this unless the user asks you to, or if you're trying to run the entire application.
## Running OpenHands with OpenHands:
To run the full application to debug issues:
```bash
export INSTALL_DOCKER=0
export RUNTIME=local
make build && make run FRONTEND_PORT=12000 FRONTEND_HOST=0.0.0.0 BACKEND_HOST=0.0.0.0 &> /tmp/openhands-log.txt &
```
IMPORTANT: Before making any changes to the codebase, ALWAYS run `make install-pre-commit-hooks` to ensure pre-commit hooks are properly installed.
Before pushing any changes, you MUST ensure that any lint errors or simple test errors have been fixed.
* If you've made changes to the backend, you should run `pre-commit run --config ./dev_config/python/.pre-commit-config.yaml` (this will run on staged files).
* If you've made changes to the backend, you should run `pre-commit run --all-files --config ./dev_config/python/.pre-commit-config.yaml`
* If you've made changes to the frontend, you should run `cd frontend && npm run lint:fix && npm run build ; cd ..`
* If you've made changes to the VSCode extension, you should run `cd openhands/integrations/vscode && npm run lint:fix && npm run compile ; cd ../../..`
The pre-commit hooks MUST pass successfully before pushing any changes to the repository. This is a mandatory requirement to maintain code quality and consistency.
@@ -30,12 +26,6 @@ then re-run the command to ensure it passes. Common issues include:
- Trailing whitespace
- Missing newlines at end of files
## Git Best Practices
- Prefer specific `git add <filename>` instead of `git add .` to avoid accidentally staging unintended files
- Be especially careful with `git reset --hard` after staging files, as it will remove accidentally staged files
- When remote has new changes, use `git fetch upstream && git rebase upstream/<branch>` on the same branch
## Repository Structure
Backend:
- Located in the `openhands` directory
@@ -59,139 +49,7 @@ Frontend:
- Available variables: VITE_BACKEND_HOST, VITE_USE_TLS, VITE_INSECURE_SKIP_VERIFY, VITE_FRONTEND_PORT
- Internationalization:
- Generate i18n declaration file: `npm run make-i18n`
- Data Fetching & Cache Management:
- We use TanStack Query (fka React Query) for data fetching and cache management
- Data Access Layer: API client methods are located in `frontend/src/api` and should never be called directly from UI components - they must always be wrapped with TanStack Query
- Custom hooks are located in `frontend/src/hooks/query/` and `frontend/src/hooks/mutation/`
- Query hooks should follow the pattern use[Resource] (e.g., `useConversationMicroagents`)
- Mutation hooks should follow the pattern use[Action] (e.g., `useDeleteConversation`)
- Architecture rule: UI components → TanStack Query hooks → Data Access Layer (`frontend/src/api`) → API endpoints
VSCode Extension:
- Located in the `openhands/integrations/vscode` directory
- Setup: Run `npm install` in the extension directory
- Linting:
- Run linting with fixes: `npm run lint:fix`
- Check only: `npm run lint`
- Type checking: `npm run typecheck`
- Building:
- Compile TypeScript: `npm run compile`
- Package extension: `npm run package-vsix`
- Testing:
- Run tests: `npm run test`
- Development Best Practices:
- Use `vscode.window.createOutputChannel()` for debug logging instead of `showErrorMessage()` popups
- Pre-commit process runs both frontend and backend checks when committing extension changes
## Enterprise Directory
The `enterprise/` directory contains additional functionality that extends the open-source OpenHands codebase. This includes:
- Authentication and user management (Keycloak integration)
- Database migrations (Alembic)
- Integration services (GitHub, GitLab, Jira, Linear, Slack)
- Billing and subscription management (Stripe)
- Telemetry and analytics (PostHog, custom metrics framework)
### Enterprise Development Setup
**Prerequisites:**
- Python 3.12
- Poetry (for dependency management)
- Node.js 22.x (for frontend)
- Docker (optional)
**Setup Steps:**
1. First, build the main OpenHands project: `make build`
2. Then install enterprise dependencies: `cd enterprise && poetry install --with dev,test` (This can take a very long time. Be patient.)
3. Set up enterprise pre-commit hooks: `poetry run pre-commit install --config ./dev_config/python/.pre-commit-config.yaml`
**Running Enterprise Tests:**
```bash
# Enterprise unit tests (full suite)
PYTHONPATH=".:$PYTHONPATH" poetry run --project=enterprise pytest --forked -n auto -s -p no:ddtrace -p no:ddtrace.pytest_bdd -p no:ddtrace.pytest_benchmark ./enterprise/tests/unit --cov=enterprise --cov-branch
# Test specific modules (faster for development)
cd enterprise
PYTHONPATH=".:$PYTHONPATH" poetry run pytest tests/unit/telemetry/ --confcutdir=tests/unit/telemetry
# Enterprise linting (IMPORTANT: use --show-diff-on-failure to match GitHub CI)
poetry run pre-commit run --all-files --show-diff-on-failure --config ./dev_config/python/.pre-commit-config.yaml
```
**Running Enterprise Server:**
```bash
cd enterprise
make start-backend # Development mode with hot reload
# or
make run # Full application (backend + frontend)
```
**Key Configuration Files:**
- `enterprise/pyproject.toml` - Enterprise-specific dependencies
- `enterprise/Makefile` - Enterprise build and run commands
- `enterprise/dev_config/python/` - Linting and type checking configuration
- `enterprise/migrations/` - Database migration files
**Database Migrations:**
Enterprise uses Alembic for database migrations. When making schema changes:
1. Create migration files in `enterprise/migrations/versions/`
2. Test migrations thoroughly
3. The CI will check for migration conflicts on PRs
**Integration Development:**
The enterprise codebase includes integrations for:
- **GitHub** - PR management, webhooks, app installations
- **GitLab** - Similar to GitHub but for GitLab instances
- **Jira** - Issue tracking and project management
- **Linear** - Modern issue tracking
- **Slack** - Team communication and notifications
Each integration follows a consistent pattern with service classes, storage models, and API endpoints.
**Important Notes:**
- Enterprise code is licensed under Polyform Free Trial License (30-day limit)
- The enterprise server extends the OSS server through dynamic imports
- Database changes require careful migration planning in `enterprise/migrations/`
- Always test changes in both OSS and enterprise contexts
- Use the enterprise-specific Makefile commands for development
**Enterprise Testing Best Practices:**
**Database Testing:**
- Use SQLite in-memory databases (`sqlite:///:memory:`) for unit tests instead of real PostgreSQL
- Create module-specific `conftest.py` files with database fixtures
- Mock external database connections in unit tests to avoid dependency on running services
- Use real database connections only for integration tests
**Import Patterns:**
- Use relative imports without `enterprise.` prefix in enterprise code
- Example: `from storage.database import session_maker` not `from enterprise.storage.database import session_maker`
- This ensures code works in both OSS and enterprise contexts
**Test Structure:**
- Place tests in `enterprise/tests/unit/` following the same structure as the source code
- Use `--confcutdir=tests/unit/[module]` when testing specific modules
- Create comprehensive fixtures for complex objects (databases, external services)
- Write platform-agnostic tests (avoid hardcoded OS-specific assertions)
**Mocking Strategy:**
- Use `AsyncMock` for async operations and `MagicMock` for complex objects
- Mock all external dependencies (databases, APIs, file systems) in unit tests
- Use `patch` with correct import paths (e.g., `telemetry.registry.logger` not `enterprise.telemetry.registry.logger`)
- Test both success and failure scenarios with proper error handling
**Coverage Goals:**
- Aim for 90%+ test coverage on new enterprise modules
- Focus on critical business logic and error handling paths
- Use `--cov-report=term-missing` to identify uncovered lines
**Troubleshooting:**
- If tests fail, ensure all dependencies are installed: `poetry install --with dev,test`
- For database issues, check migration status and run migrations if needed
- For frontend issues, ensure the main OpenHands frontend is built: `make build`
- Check logs in the `logs/` directory for runtime issues
- If tests fail with import errors, verify `PYTHONPATH=".:$PYTHONPATH"` is set
- **If GitHub CI fails but local linting passes**: Always use `--show-diff-on-failure` flag to match CI behavior exactly
## Template for Github Pull Request
@@ -201,29 +59,6 @@ If you are starting a pull request (PR), please follow the template in `.github/
These details may or may not be useful for your current task.
### Microagents
Microagents are specialized prompts that enhance OpenHands with domain-specific knowledge and task-specific workflows. They are Markdown files that can include frontmatter for configuration.
#### Types:
- **Public Microagents**: Located in `microagents/`, available to all users
- **Repository Microagents**: Located in `.openhands/microagents/`, specific to this repository
#### Loading Behavior:
- **Without frontmatter**: Always loaded into LLM context
- **With triggers in frontmatter**: Only loaded when user's message matches the specified trigger keywords
#### Structure:
```yaml
---
triggers:
- keyword1
- keyword2
---
# Microagent Content
Your specialized knowledge and instructions here...
```
### Frontend
#### Action Handling:
@@ -236,109 +71,3 @@ Your specialized knowledge and instructions here...
- Actions with `thought` property are displayed in the UI based on their action type:
- Regular actions (like "run", "edit") display the thought as a separate message
- Special actions (like "think") are displayed as collapsible elements only
#### Adding User Settings:
- To add a new user setting to OpenHands, follow these steps:
1. Add the setting to the frontend:
- Add the setting to the `Settings` type in `frontend/src/types/settings.ts`
- Add the setting to the `ApiSettings` type in the same file
- Add the setting with an appropriate default value to `DEFAULT_SETTINGS` in `frontend/src/services/settings.ts`
- Update the `useSettings` hook in `frontend/src/hooks/query/use-settings.ts` to map the API response
- Update the `useSaveSettings` hook in `frontend/src/hooks/mutation/use-save-settings.ts` to include the setting in API requests
- Add UI components (like toggle switches) in the appropriate settings screen (e.g., `frontend/src/routes/app-settings.tsx`)
- Add i18n translations for the setting name and any tooltips in `frontend/src/i18n/translation.json`
- Add the translation key to `frontend/src/i18n/declaration.ts`
2. Add the setting to the backend:
- Add the setting to the `Settings` model in `openhands/storage/data_models/settings.py`
- Update any relevant backend code to apply the setting (e.g., in session creation)
#### Settings UI Patterns:
There are two main patterns for saving settings in the OpenHands frontend:
**Pattern 1: Entity-based Resources (Immediate Save)**
- Used for: API Keys, Secrets, MCP Servers
- Behavior: Changes are saved immediately when user performs actions (add/edit/delete)
- Implementation:
- No "Save Changes" button
- No local state management or `isDirty` tracking
- Uses dedicated mutation hooks for each operation (e.g., `use-add-mcp-server.ts`, `use-delete-mcp-server.ts`)
- Each mutation triggers immediate API call with query invalidation for UI updates
- Example: MCP settings, API Keys & Secrets tabs
- Benefits: Simpler UX, no risk of losing changes, consistent with modern web app patterns
**Pattern 2: Form-based Settings (Manual Save)**
- Used for: Application settings, LLM configuration
- Behavior: Changes are accumulated locally and saved when user clicks "Save Changes"
- Implementation:
- Has "Save Changes" button that becomes enabled when changes are detected
- Uses local state management with `isDirty` tracking
- Uses `useSaveSettings` hook to save all changes at once
- Example: LLM tab, Application tab
- Benefits: Allows bulk changes, explicit save action, can validate all fields before saving
**When to use each pattern:**
- Use Pattern 1 (Immediate Save) for entity management where each item is independent
- Use Pattern 2 (Manual Save) for configuration forms where settings are interdependent or need validation
### Adding New LLM Models
To add a new LLM model to OpenHands, you need to update multiple files across both frontend and backend:
#### Model Configuration Procedure:
1. **Frontend Model Arrays** (`frontend/src/utils/verified-models.ts`):
- Add the model to `VERIFIED_MODELS` array (main list of all verified models)
- Add to provider-specific arrays based on the model's provider:
- `VERIFIED_OPENAI_MODELS` for OpenAI models
- `VERIFIED_ANTHROPIC_MODELS` for Anthropic models
- `VERIFIED_MISTRAL_MODELS` for Mistral models
- `VERIFIED_OPENHANDS_MODELS` for models available through OpenHands provider
2. **Backend CLI Integration** (`openhands/cli/utils.py`):
- Add the model to the appropriate `VERIFIED_*_MODELS` arrays
- This ensures the model appears in CLI model selection
3. **Backend Model List** (`openhands/utils/llm.py`):
- **CRITICAL**: Add the model to the `openhands_models` list (lines 57-66) if using OpenHands provider
- This is required for the model to appear in the frontend model selector
- Format: `'openhands/model-name'` (e.g., `'openhands/o3'`)
4. **Backend LLM Configuration** (`openhands/llm/llm.py`):
- Add to feature-specific arrays based on model capabilities:
- `FUNCTION_CALLING_SUPPORTED_MODELS` if the model supports function calling
- `REASONING_EFFORT_SUPPORTED_MODELS` if the model supports reasoning effort parameters
- `CACHE_PROMPT_SUPPORTED_MODELS` if the model supports prompt caching
- `MODELS_WITHOUT_STOP_WORDS` if the model doesn't support stop words
5. **Validation**:
- Run backend linting: `pre-commit run --config ./dev_config/python/.pre-commit-config.yaml`
- Run frontend linting: `cd frontend && npm run lint:fix`
- Run frontend build: `cd frontend && npm run build`
#### Model Verification Arrays:
- **VERIFIED_MODELS**: Main array of all verified models shown in the UI
- **VERIFIED_OPENAI_MODELS**: OpenAI models (LiteLLM doesn't return provider prefix)
- **VERIFIED_ANTHROPIC_MODELS**: Anthropic models (LiteLLM doesn't return provider prefix)
- **VERIFIED_MISTRAL_MODELS**: Mistral models (LiteLLM doesn't return provider prefix)
- **VERIFIED_OPENHANDS_MODELS**: Models available through OpenHands managed provider
#### Model Feature Support Arrays:
- **FUNCTION_CALLING_SUPPORTED_MODELS**: Models that support structured function calling
- **REASONING_EFFORT_SUPPORTED_MODELS**: Models that support reasoning effort parameters (like o1, o3)
- **CACHE_PROMPT_SUPPORTED_MODELS**: Models that support prompt caching for efficiency
- **MODELS_WITHOUT_STOP_WORDS**: Models that don't support stop word parameters
#### Frontend Model Integration:
- Models are automatically available in the model selector UI once added to verified arrays
- The `extractModelAndProvider` utility automatically detects provider from model arrays
- Provider-specific models are grouped and prioritized in the UI selection
#### CLI Model Integration:
- Models appear in CLI provider selection based on the verified arrays
- The `organize_models_and_providers` function groups models by provider
- Default model selection prioritizes verified models for each provider

View File

@@ -1,158 +1,56 @@
#!/bin/bash
echo "Running OpenHands pre-commit hook..."
echo "This hook runs selective linting based on changed files."
# Store the exit code to return at the end
# This allows us to be additive to existing pre-commit hooks
EXIT_CODE=0
# Get the list of staged files
STAGED_FILES=$(git diff --cached --name-only)
# Check if frontend directory has changed
frontend_changes=$(git diff --cached --name-only | grep "^frontend/")
if [ -n "$frontend_changes" ]; then
echo "Frontend changes detected. Running frontend checks..."
# Check if any files match specific patterns
has_frontend_changes=false
has_backend_changes=false
has_vscode_changes=false
# Check if frontend directory exists
if [ -d "frontend" ]; then
# Change to frontend directory
cd frontend || exit 1
# Check each file individually to avoid issues with grep
for file in $STAGED_FILES; do
if [[ $file == frontend/* ]]; then
has_frontend_changes=true
elif [[ $file == openhands/* || $file == evaluation/* || $file == tests/* ]]; then
has_backend_changes=true
# Check for VSCode extension changes (subset of backend changes)
if [[ $file == openhands/integrations/vscode/* ]]; then
has_vscode_changes=true
fi
fi
done
echo "Analyzing changes..."
echo "- Frontend changes: $has_frontend_changes"
echo "- Backend changes: $has_backend_changes"
echo "- VSCode extension changes: $has_vscode_changes"
# Run frontend linting if needed
if [ "$has_frontend_changes" = true ]; then
# Check if we're in a CI environment or if frontend dependencies are missing
if [ -n "$CI" ] || ! command -v react-router &> /dev/null || ! command -v vitest &> /dev/null; then
echo "Skipping frontend checks (CI environment or missing dependencies detected)."
echo "WARNING: Frontend files have changed but frontend checks are being skipped."
echo "Please run 'make lint-frontend' manually before submitting your PR."
else
echo "Running frontend linting..."
make lint-frontend
# Run lint:fix
echo "Running npm lint:fix..."
npm run lint:fix
if [ $? -ne 0 ]; then
echo "Frontend linting failed. Please fix the issues before committing."
EXIT_CODE=1
else
echo "Frontend linting checks passed!"
fi
# Run additional frontend checks
if [ -d "frontend" ]; then
echo "Running additional frontend checks..."
cd frontend || exit 1
# Run build
echo "Running npm build..."
npm run build
if [ $? -ne 0 ]; then
echo "Frontend build failed. Please fix the issues before committing."
EXIT_CODE=1
fi
# Run tests
echo "Running npm test..."
npm test
if [ $? -ne 0 ]; then
echo "Frontend tests failed. Please fix the failing tests before committing."
EXIT_CODE=1
fi
cd ..
fi
fi
else
echo "Skipping frontend checks (no frontend changes detected)."
fi
# Run backend linting if needed
if [ "$has_backend_changes" = true ]; then
echo "Running backend linting..."
make lint-backend
if [ $? -ne 0 ]; then
echo "Backend linting failed. Please fix the issues before committing."
EXIT_CODE=1
else
echo "Backend linting checks passed!"
fi
else
echo "Skipping backend checks (no backend changes detected)."
fi
# Run VSCode extension checks if needed
if [ "$has_vscode_changes" = true ]; then
# Check if we're in a CI environment
if [ -n "$CI" ]; then
echo "Skipping VSCode extension checks (CI environment detected)."
echo "WARNING: VSCode extension files have changed but checks are being skipped."
echo "Please run VSCode extension checks manually before submitting your PR."
else
echo "Running VSCode extension checks..."
if [ -d "openhands/integrations/vscode" ]; then
cd openhands/integrations/vscode || exit 1
echo "Running npm lint:fix..."
npm run lint:fix
if [ $? -ne 0 ]; then
echo "VSCode extension linting failed. Please fix the issues before committing."
EXIT_CODE=1
else
echo "VSCode extension linting passed!"
fi
echo "Running npm typecheck..."
npm run typecheck
if [ $? -ne 0 ]; then
echo "VSCode extension type checking failed. Please fix the issues before committing."
EXIT_CODE=1
else
echo "VSCode extension type checking passed!"
fi
echo "Running npm compile..."
npm run compile
if [ $? -ne 0 ]; then
echo "VSCode extension compilation failed. Please fix the issues before committing."
EXIT_CODE=1
else
echo "VSCode extension compilation passed!"
fi
cd ../../..
fi
fi
else
echo "Skipping VSCode extension checks (no VSCode extension changes detected)."
fi
# If no specific code changes detected, run basic checks
if [ "$has_frontend_changes" = false ] && [ "$has_backend_changes" = false ]; then
echo "No specific code changes detected. Running basic checks..."
if [ -n "$STAGED_FILES" ]; then
# Run only basic pre-commit hooks for non-code files
poetry run pre-commit run --files $(echo "$STAGED_FILES" | tr '\n' ' ') --hook-stage commit --config ./dev_config/python/.pre-commit-config.yaml
# Run build
echo "Running npm build..."
npm run build
if [ $? -ne 0 ]; then
echo "Basic checks failed. Please fix the issues before committing."
echo "Frontend build failed. Please fix the issues before committing."
EXIT_CODE=1
else
echo "Basic checks passed!"
fi
# Run tests
echo "Running npm test..."
npm test
if [ $? -ne 0 ]; then
echo "Frontend tests failed. Please fix the failing tests before committing."
EXIT_CODE=1
fi
# Return to the original directory
cd ..
if [ $EXIT_CODE -eq 0 ]; then
echo "Frontend checks passed!"
fi
else
echo "No files changed. Skipping basic checks."
echo "Frontend directory not found. Skipping frontend checks."
fi
else
echo "No frontend changes detected. Skipping frontend checks."
fi
# Run any existing pre-commit hooks that might have been installed by the user

View File

@@ -9,5 +9,4 @@ python -m pip install pre-commit
if [ -d ".git" ]; then
echo "Installing pre-commit hooks..."
pre-commit install
make install-pre-commit-hooks
fi

22
.vscode/settings.json vendored
View File

@@ -1,22 +0,0 @@
{
// force *nix line endings so files don't look modified in container run from Windows clone
"files.eol": "\n",
"files.trimTrailingWhitespace": true,
"files.insertFinalNewline": true,
"python.defaultInterpreterPath": "./.venv/bin/python",
"python.terminal.activateEnvironment": true,
"python.analysis.autoImportCompletions": true,
"python.analysis.autoSearchPaths": true,
"python.analysis.extraPaths": [
"./.venv/lib/python3.12/site-packages"
],
"python.analysis.packageIndexDepths": [
{
"name": "openhands",
"depth": 10,
"includeAllSymbols": true
}
],
"python.analysis.stubPath": "./.venv/lib/python3.12/site-packages",
}

1
CNAME
View File

@@ -1 +0,0 @@
docs.all-hands.dev

View File

@@ -113,19 +113,19 @@ individual, or aggression toward or disparagement of classes of individuals.
**Consequence**: A permanent ban from any sort of public interaction within the
community.
### Slack Etiquettes
### Slack and Discord Etiquettes
These Slack etiquette guidelines are designed to foster an inclusive, respectful, and productive environment for all community members. By following these best practices, we ensure effective communication and collaboration while minimizing disruptions. Lets work together to build a supportive and welcoming community!
These Slack and Discord etiquette guidelines are designed to foster an inclusive, respectful, and productive environment for all community members. By following these best practices, we ensure effective communication and collaboration while minimizing disruptions. Lets work together to build a supportive and welcoming community!
- Communicate respectfully and professionally, avoiding sarcasm or harsh language, and remember that tone can be difficult to interpret in text.
- Use threads for specific discussions to keep channels organized and easier to follow.
- Tag others only when their input is critical or urgent, and use @here, @channel or @everyone sparingly to minimize disruptions.
- Be patient, as open-source contributors and maintainers often have other commitments and may need time to respond.
- Post questions or discussions in the most relevant channel (e.g., for [slack - #general](https://openhands-ai.slack.com/archives/C06P5NCGSFP) for general topics, [slack - #questions](https://openhands-ai.slack.com/archives/C06U8UTKSAD) for queries/questions.
- Post questions or discussions in the most relevant channel (e.g., for [slack - #general](https://openhands-ai.slack.com/archives/C06P5NCGSFP) for general topics, [slack - #questions](https://openhands-ai.slack.com/archives/C06U8UTKSAD) for queries/questions, [discord - #general](https://discord.com/channels/1222935860639563850/1222935861386018885)).
- When asking for help or raising issues, include necessary details like links, screenshots, or clear explanations to provide context.
- Keep discussions in public channels whenever possible to allow others to benefit from the conversation, unless the matter is sensitive or private.
- Always adhere to [our standards](https://github.com/OpenHands/OpenHands/blob/main/CODE_OF_CONDUCT.md#our-standards) to ensure a welcoming and collaborative environment.
- If you choose to mute a channel, consider setting up alerts for topics that still interest you to stay engaged. For Slack, Go to Settings → Notifications → My Keywords to add specific keywords that will notify you when mentioned. For example, if you're here for discussions about LLMs, mute the channel if its too busy, but set notifications to alert you only when “LLMs” appears in messages.
- Always adhere to [our standards](https://github.com/All-Hands-AI/OpenHands/blob/main/CODE_OF_CONDUCT.md#our-standards) to ensure a welcoming and collaborative environment.
- If you choose to mute a channel, consider setting up alerts for topics that still interest you to stay engaged. For Slack, Go to Settings → Notifications → My Keywords to add specific keywords that will notify you when mentioned. For example, if you're here for discussions about LLMs, mute the channel if its too busy, but set notifications to alert you only when “LLMs” appears in messages. Also for Discord, go to the channel notifications and choose the option that best describes your need.
## Attribution

View File

@@ -1,45 +1,43 @@
# The OpenHands Community
# 🙌 The OpenHands Community
OpenHands is a community of engineers, academics, and enthusiasts reimagining software development for an AI-powered world.
The OpenHands community is built around the belief that (1) AI and AI agents are going to fundamentally change the way
we build software, and (2) if this is true, we should do everything we can to make sure that the benefits provided by
such powerful technology are accessible to everyone.
## Mission
If this resonates with you, we'd love to have you join us in our quest!
Its very clear that AI is changing software development. We want the developer community to drive that change organically, through open source.
## 🤝 How to Join
So were not just building friendly interfaces for AI-driven development. Were publishing _building blocks_ that empower developers to create new experiences, tailored to your own habits, needs, and imagination.
Check out our [How to Join the Community section.](https://github.com/All-Hands-AI/OpenHands?tab=readme-ov-file#-how-to-join-the-community)
## Ethos
## 💪 Becoming a Contributor
We have two core values: **high openness** and **high agency**. While we dont expect everyone in the community to embody these values, we want to establish them as norms.
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:
### High Openness
- **Code Contributions:** Help us develop new core functionality, improve our agents, improve the frontend and other
interfaces, or anything else that would help make OpenHands better.
- **Research and Evaluation:** Contribute to our understanding of LLMs in software engineering, participate in
evaluating the models, or suggest improvements.
- **Feedback and Testing:** Use the OpenHands toolset, report bugs, suggest features, or provide feedback on usability.
We welcome anyone and everyone into our community by default. You dont have to be a software developer to help us build. You dont have to be pro-AI to help us learn.
For details, please check [CONTRIBUTING.md](./CONTRIBUTING.md).
Our plans, our work, our successes, and our failures are all public record. We want the world to see not just the fruits of our work, but the whole process of growing it.
## Code of Conduct
We welcome thoughtful criticism, whether its a comment on a PR or feedback on the community as a whole.
We have a [Code of Conduct](./CODE_OF_CONDUCT.md) that we expect all contributors to adhere to.
Long story short, we are aiming for an open, welcoming, diverse, inclusive, and healthy community.
All contributors are expected to contribute to building this sort of community.
### High Agency
## 🛠️ Becoming a Maintainer
Everyone should feel empowered to contribute to OpenHands. Whether its by making a PR, hosting an event, sharing feedback, or just asking a question, dont hold back!
For contributors who have made significant and sustained contributions to the project, there is a possibility of joining
the maintainer team. The process for this is as follows:
OpenHands gives everyone the building blocks to create state-of-the-art developer experiences. We experiment constantly and love building new things.
1. Any contributor who has made sustained and high-quality contributions to the codebase can be nominated by any
maintainer. If you feel that you may qualify you can reach out to any of the maintainers that have reviewed your PRs and ask if you can be nominated.
2. Once a maintainer nominates a new maintainer, there will be a discussion period among the maintainers for at least 3 days.
3. If no concerns are raised the nomination will be accepted by acclamation, and if concerns are raised there will be a discussion and possible vote.
Coding, development practices, and communities are changing rapidly. We wont hesitate to change direction and make big bets.
## Relationship to All Hands
OpenHands is supported by the for-profit organization [All Hands AI, Inc](https://www.all-hands.dev/).
All Hands was founded by three of the first major contributors to OpenHands:
- Xingyao Wang, a UIUC PhD candidate who got OpenHands to the top of the SWE-bench leaderboards
- Graham Neubig, a CMU Professor who rallied the academic community around OpenHands
- Robert Brennan, a software engineer who architected the user-facing features of OpenHands
All Hands is an important part of the OpenHands ecosystem. Weve raised over $20M--mainly to hire developers and researchers who can work on OpenHands full-time, and to provide them with expensive infrastructure. ([Join us!](https://allhandsai.applytojob.com/apply/))
But we see OpenHands as much larger, and ultimately more important, than All Hands. When our financial responsibility to investors is at odds with our social responsibility to the community—as it inevitably will be, from time to time—we promise to navigate that conflict thoughtfully and transparently.
At some point, we may transfer custody of OpenHands to an open source foundation. But for now, the [Benevolent Dictator approach](http://www.catb.org/~esr/writings/cathedral-bazaar/homesteading/ar01s16.html) helps us move forward with speed and intention. If we ever forget the “benevolent” part, please: fork us.
Note that just making many PRs does not immediately imply that you will become a maintainer. We will be looking
at sustained high-quality contributions over a period of time, as well as good teamwork and adherence to our [Code of Conduct](./CODE_OF_CONDUCT.md).

View File

@@ -13,15 +13,15 @@ To understand the codebase, please refer to the README in each module:
## Setting up Your Development Environment
We have a separate doc [Development.md](https://github.com/OpenHands/OpenHands/blob/main/Development.md) that tells you how to set up a development workflow.
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/OpenHands/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/usage/feedback), so we can see where things are working and failing, and also build an open dataset for training code agents.
3. **Improve the Codebase** by sending [PRs](#sending-pull-requests-to-openhands) (see details below). In particular, we have some [good first issues](https://github.com/OpenHands/OpenHands/labels/good%20first%20issue) that may be ones to start on.
1. **Download and use** OpenHands, and send [issues](https://github.com/All-Hands-AI/OpenHands/issues) when you encounter something that isn't working or a feature that you'd like to see.
2. **Send feedback** after each session by [clicking the thumbs-up thumbs-down buttons](https://docs.all-hands.dev/modules/usage/feedback), so we can see where things are working and failing, and also build an open dataset for training code agents.
3. **Improve the Codebase** by sending [PRs](#sending-pull-requests-to-openhands) (see details below). In particular, we have some [good first issues](https://github.com/All-Hands-AI/OpenHands/labels/good%20first%20issue) that may be ones to start on.
## What Can I Build?
Here are a few ways you can help improve the codebase.
@@ -31,11 +31,11 @@ We're always looking to improve the look and feel of the application. If you've
for something that's bugging you, feel free to open up a PR that changes the [`./frontend`](./frontend) directory.
If you're looking to make a bigger change, add a new UI element, or significantly alter the style
of the application, please open an issue first, or better, join the #eng-ui-ux channel in our Slack
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/OpenHands/OpenHands/tree/main/openhands/agenthub/codeact_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
@@ -54,11 +54,11 @@ The agent needs a place to run code and commands. When you run OpenHands on your
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/OpenHands/OpenHands/blob/main/openhands/runtime/base.py).
by implementing the [interface specified here](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/runtime/base.py).
#### Testing
When you write code, it is also good to write tests. Please navigate to the [`./tests`](./tests) folder to see existing test suites.
At the moment, we have these kinds of tests: [`unit`](./tests/unit), [`runtime`](./tests/runtime), and [`end-to-end (e2e)`](./tests/e2e). Please refer to the README for each test suite. These tests also run on GitHub's continuous integration to ensure quality of the project.
At the moment, we have two kinds of tests: [`unit`](./tests/unit) and [`integration`](./evaluation/integration_tests). Please refer to the README for each test suite. These tests also run on GitHub's continuous integration to ensure quality of the project.
## Sending Pull Requests to OpenHands
@@ -84,7 +84,7 @@ 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/OpenHands/OpenHands/pulls).
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.
@@ -97,7 +97,7 @@ please include a short message that we can add to our changelog.
### Opening Issues
If you notice any bugs or have any feature requests please open them via the [issues page](https://github.com/OpenHands/OpenHands/issues). We will triage based on how critical the bug is or how potentially useful the improvement is, discuss, and implement the ones that the community has interest/effort for.
If you notice any bugs or have any feature requests please open them via the [issues page](https://github.com/All-Hands-AI/OpenHands/issues). We will triage based on how critical the bug is or how potentially useful the improvement is, discuss, and implement the ones that the community has interest/effort for.
Further, if you see an issue you like, please leave a "thumbs-up" or a comment, which will help us prioritize.

View File

@@ -2,7 +2,7 @@
## Contributors
We would like to thank all the [contributors](https://github.com/OpenHands/OpenHands/graphs/contributors) who have helped make OpenHands possible. We greatly appreciate your dedication and hard work.
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
@@ -14,7 +14,7 @@ OpenHands includes and adapts the following open source projects. We are gratefu
#### [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/OpenHands/OpenHands/tree/main/openhands/runtime/plugins/agent_skills/utils/aider)
- 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

View File

@@ -1,10 +1,8 @@
# 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/OpenHands/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.
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
@@ -21,21 +19,9 @@ you can clone the OpenHands project directly.
Make sure you have all these dependencies installed before moving on to `make build`.
#### Dev container
There is a [dev container](https://containers.dev/) available which provides a
pre-configured environment with all the necessary dependencies installed if you
are using a [supported editor or tool](https://containers.dev/supporting). For
example, if you are using Visual Studio Code (VS Code) with the
[Dev Containers](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.remote-containers)
extension installed, you can open the project in a dev container by using the
_Dev Container: Reopen in Container_ command from the Command Palette
(Ctrl+Shift+P).
#### 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:
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)
@@ -50,8 +36,7 @@ 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:
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
@@ -60,6 +45,8 @@ make build
### 3. Configuring the Language Model
OpenHands supports a diverse array of Language Models (LMs) through the powerful [litellm](https://docs.litellm.ai) library.
By default, we've chosen Claude Sonnet 3.5 as our go-to model, but the world is your oyster! You can unleash the
potential of any other LM that piques your interest.
To configure the LM of your choice, run:
@@ -67,16 +54,13 @@ To configure the LM of your choice, run:
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.
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 environment
variables in your terminal. The final configurations are set from highest to lowest priority:
Note: If you have previously run OpenHands using the docker command, you may have already set some environmental variables in your terminal. The final configurations are set from highest to lowest priority:
Environment variables > config.toml variables > default variables
**Note on Alternative Models:**
See [our documentation](https://docs.all-hands.dev/usage/llms) for recommended models.
See [our documentation](https://docs.all-hands.dev/modules/usage/llms) for recommended models.
### 4. Running the application
@@ -90,44 +74,17 @@ 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.
- **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.
- **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
```
### 5. Running OpenHands with OpenHands
You can use OpenHands to develop and improve OpenHands itself! This is a powerful way to leverage AI assistance for contributing to the project.
#### Quick Start
1. **Build and run OpenHands:**
```bash
export INSTALL_DOCKER=0
export RUNTIME=local
make build && make run
```
2. **Access the interface:**
- Local development: http://localhost:3001
- Remote/cloud environments: Use the appropriate external URL
3. **Configure for external access (if needed):**
```bash
# For external access (e.g., cloud environments)
make run FRONTEND_PORT=12000 FRONTEND_HOST=0.0.0.0 BACKEND_HOST=0.0.0.0
```
### 6. LLM Debugging
If you encounter any issues with the Language Model (LM) or you're simply curious, export DEBUG=1 in the environment and restart the backend.
@@ -156,12 +113,12 @@ poetry run pytest ./tests/unit/test_*.py
1. Add your dependency in `pyproject.toml` or use `poetry add xxx`.
2. Update the poetry.lock file via `poetry lock --no-update`.
### 10. Use existing Docker image
### 9. Use existing Docker image
To reduce build time (e.g., if no changes were made to the client-runtime component), you can use an existing Docker
container image by setting the SANDBOX_RUNTIME_CONTAINER_IMAGE environment variable to the desired Docker image.
To reduce build time (e.g., if no changes were made to the client-runtime component), you can use an existing Docker container image by
setting the SANDBOX_RUNTIME_CONTAINER_IMAGE environment variable to the desired Docker image.
Example: `export SANDBOX_RUNTIME_CONTAINER_IMAGE=ghcr.io/openhands/runtime:0.62-nikolaik`
Example: `export SANDBOX_RUNTIME_CONTAINER_IMAGE=ghcr.io/all-hands-ai/runtime:0.37-nikolaik`
## Develop inside Docker container
@@ -195,12 +152,12 @@ Here's a guide to the important documentation files in the repository:
- [/README.md](./README.md): Main project overview, features, and basic setup instructions
- [/Development.md](./Development.md) (this file): Comprehensive guide for developers working on OpenHands
- [/CONTRIBUTING.md](./CONTRIBUTING.md): Guidelines for contributing to the project, including code style and PR process
- [DOC_STYLE_GUIDE.md](https://github.com/All-Hands-AI/docs/blob/main/openhands/DOC_STYLE_GUIDE.md): Standards for writing and maintaining project documentation
- [/docs/DOC_STYLE_GUIDE.md](./docs/DOC_STYLE_GUIDE.md): Standards for writing and maintaining project documentation
- [/openhands/README.md](./openhands/README.md): Details about the backend Python implementation
- [/frontend/README.md](./frontend/README.md): Frontend React application setup and development guide
- [/containers/README.md](./containers/README.md): Information about Docker containers and deployment
- [/tests/unit/README.md](./tests/unit/README.md): Guide to writing and running unit tests
- [/evaluation/README.md](./evaluation/README.md): Documentation for the evaluation framework and benchmarks
- [/skills/README.md](./skills/README.md): Information about the skills architecture and implementation
- [/microagents/README.md](./microagents/README.md): Information about the microagents architecture and implementation
- [/openhands/server/README.md](./openhands/server/README.md): Server implementation details and API documentation
- [/openhands/runtime/README.md](./openhands/runtime/README.md): Documentation for the runtime environment and execution model

View File

@@ -3,12 +3,17 @@ These are the procedures and guidelines on how issues are triaged in this repo b
## General
* All issues must be tagged with **enhancement**, **bug** or **troubleshooting/help**.
* Issues may be tagged with what it relates to (**agent quality**, **resolver**, **CLI**, etc.).
* Issues may be tagged with what it relates to (**agent quality**, **frontend**, **resolver**, etc.).
## Severity
* **Low**: Minor issues or affecting single user.
* **Medium**: Affecting multiple users.
* **High**: High visibility issues or affecting many users.
* **Critical**: Affecting all users or potential security issues.
## Effort
* Issues may be estimated with effort required (**small effort**, **medium effort**, **large effort**).
## Difficulty
* Issues with low implementation difficulty may be tagged with **good first issue**.

View File

@@ -1,12 +1,7 @@
Portions of this software are licensed as follows:
* All content that resides under the enterprise/ directory is licensed under the license defined in "enterprise/LICENSE".
* Content outside of the above mentioned directories or restrictions above is available under the MIT license as defined below.
The MIT License (MIT)
=====================
The MIT License (MIT)
Copyright © 2025
Copyright © 2023
Permission is hereby granted, free of charge, to any person
obtaining a copy of this software and associated documentation

View File

@@ -3,16 +3,14 @@ SHELL=/usr/bin/env bash
# Variables
BACKEND_HOST ?= "127.0.0.1"
BACKEND_PORT ?= 3000
BACKEND_PORT = 3000
BACKEND_HOST_PORT = "$(BACKEND_HOST):$(BACKEND_PORT)"
FRONTEND_HOST ?= "127.0.0.1"
FRONTEND_PORT ?= 3001
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
KIND_CLUSTER_NAME = "local-hands"
# ANSI color codes
GREEN=$(shell tput -Txterm setaf 2)
@@ -152,7 +150,7 @@ install-python-dependencies:
echo "Installing only POETRY_GROUP=${POETRY_GROUP}"; \
poetry install --only $${POETRY_GROUP}; \
else \
poetry install --with dev,test,runtime; \
poetry install; \
fi
@if [ "${INSTALL_PLAYWRIGHT}" != "false" ] && [ "${INSTALL_PLAYWRIGHT}" != "0" ]; then \
if [ -f "/etc/manjaro-release" ]; then \
@@ -174,7 +172,7 @@ install-python-dependencies:
fi
@echo "$(GREEN)Python dependencies installed successfully.$(RESET)"
install-frontend-dependencies: check-npm check-nodejs
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
@@ -182,17 +180,17 @@ install-frontend-dependencies: check-npm check-nodejs
@cd frontend && npm install
@echo "$(GREEN)Frontend dependencies installed successfully.$(RESET)"
install-pre-commit-hooks: check-python check-poetry install-python-dependencies
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: install-pre-commit-hooks
lint-backend:
@echo "$(YELLOW)Running linters...$(RESET)"
@poetry run pre-commit run --all-files --show-diff-on-failure --config $(PRE_COMMIT_CONFIG_PATH)
@poetry run pre-commit run --files openhands/**/* evaluation/**/* tests/**/* --show-diff-on-failure --config $(PRE_COMMIT_CONFIG_PATH)
lint-frontend: install-frontend-dependencies
lint-frontend:
@echo "$(YELLOW)Running linters for frontend...$(RESET)"
@cd frontend && npm run lint
@@ -200,40 +198,6 @@ lint:
@$(MAKE) -s lint-frontend
@$(MAKE) -s lint-backend
kind:
@echo "$(YELLOW)Checking if kind is installed...$(RESET)"
@if ! command -v kind > /dev/null; then \
echo "$(RED)kind is not installed. Please install kind with `brew install kind` to continue$(RESET)"; \
exit 1; \
else \
echo "$(BLUE)kind $(shell kind version) is already installed.$(RESET)"; \
fi
@echo "$(YELLOW)Checking if kind cluster '$(KIND_CLUSTER_NAME)' already exists...$(RESET)"
@if kind get clusters | grep -q "^$(KIND_CLUSTER_NAME)$$"; then \
echo "$(BLUE)Kind cluster '$(KIND_CLUSTER_NAME)' already exists.$(RESET)"; \
kubectl config use-context kind-$(KIND_CLUSTER_NAME); \
else \
echo "$(YELLOW)Creating kind cluster '$(KIND_CLUSTER_NAME)'...$(RESET)"; \
kind create cluster --name $(KIND_CLUSTER_NAME) --config kind/cluster.yaml; \
fi
@echo "$(YELLOW)Checking if mirrord is installed...$(RESET)"
@if ! command -v mirrord > /dev/null; then \
echo "$(RED)mirrord is not installed. Please install mirrord with `brew install metalbear-co/mirrord/mirrord` to continue$(RESET)"; \
exit 1; \
else \
echo "$(BLUE)mirrord $(shell mirrord --version) is already installed.$(RESET)"; \
fi
@echo "$(YELLOW)Installing k8s mirrord resources...$(RESET)"
@kubectl apply -f kind/manifests
@echo "$(GREEN)Mirrord resources installed successfully.$(RESET)"
@echo "$(YELLOW)Waiting for Mirrord pod to be ready.$(RESET)"
@sleep 5
@kubectl wait --for=condition=Available deployment/ubuntu-dev
@echo "$(YELLOW)Waiting for Nginx to be ready.$(RESET)"
@kubectl -n ingress-nginx wait --for=condition=Available deployment/ingress-nginx-controller
@echo "$(YELLOW)Running make run inside of mirrord.$(RESET)"
@mirrord exec --target deployment/ubuntu-dev -- make run
test-frontend:
@echo "$(YELLOW)Running tests for frontend...$(RESET)"
@cd frontend && npm run test
@@ -324,15 +288,6 @@ setup-config-prompts:
@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\"" >> $(CONFIG_FILE).tmp; fi
setup-config-basic:
@printf '%s\n' \
'[core]' \
'workspace_base="./workspace"' \
> config.toml
@echo "$(GREEN)config.toml created.$(RESET)"
openhands-cloud-run:
@$(MAKE) run BACKEND_HOST="0.0.0.0" BACKEND_PORT="12000" FRONTEND_HOST="0.0.0.0" FRONTEND_PORT="12001"
# Develop in container
docker-dev:
@@ -367,5 +322,5 @@ help:
@echo " $(GREEN)help$(RESET) - Display this help message, providing information on available targets."
# Phony targets
.PHONY: build check-dependencies check-system check-python check-npm check-nodejs check-docker check-poetry install-python-dependencies install-frontend-dependencies install-pre-commit-hooks lint-backend lint-frontend lint test-frontend test build-frontend start-backend start-frontend _run_setup run run-wsl setup-config setup-config-prompts setup-config-basic openhands-cloud-run docker-dev docker-run clean help
.PHONY: kind
.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

169
README.md
View File

@@ -1,86 +1,145 @@
<a name="readme-top"></a>
<div align="center">
<img src="https://raw.githubusercontent.com/OpenHands/docs/main/openhands/static/img/logo.png" alt="Logo" width="200">
<h1 align="center" style="border-bottom: none">OpenHands: AI-Driven Development</h1>
<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/OpenHands/OpenHands/blob/main/LICENSE"><img src="https://img.shields.io/badge/LICENSE-MIT-20B2AA?style=for-the-badge" alt="MIT License"></a>
<a href="https://docs.google.com/spreadsheets/d/1wOUdFCMyY6Nt0AIqF705KN4JKOWgeI4wUGUP60krXXs/edit?gid=811504672#gid=811504672"><img src="https://img.shields.io/badge/SWEBench-72.8-00cc00?logoColor=FFE165&style=for-the-badge" alt="Benchmark Score"></a>
<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://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://docs.openhands.dev/sdk"><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/2511.03690"><img src="https://img.shields.io/badge/Paper-000?logoColor=FFE165&logo=arxiv&style=for-the-badge" alt="Tech Report"></a>
<!-- Keep these links. Translations will automatically update with the README. -->
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=de">Deutsch</a> |
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=es">Español</a> |
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=fr">français</a> |
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=ja">日本語</a> |
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=ko">한국어</a> |
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=pt">Português</a> |
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=ru">Русский</a> |
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=zh">中文</a>
<a href="https://join.slack.com/t/openhands-ai/shared_invite/zt-34zm4j0gj-Qz5kRHoca8DFCbqXPS~f_A"><img src="https://img.shields.io/badge/Slack-Join%20Us-red?logo=slack&logoColor=white&style=for-the-badge" alt="Join our Slack community"></a>
<a href="https://discord.gg/ESHStjSjD4"><img src="https://img.shields.io/badge/Discord-Join%20Us-purple?logo=discord&logoColor=white&style=for-the-badge" alt="Join our Discord community"></a>
<a href="https://github.com/All-Hands-AI/OpenHands/blob/main/CREDITS.md"><img src="https://img.shields.io/badge/Project-Credits-blue?style=for-the-badge&color=FFE165&logo=github&logoColor=white" alt="Credits"></a>
<br/>
<a href="https://docs.all-hands.dev/modules/usage/getting-started"><img src="https://img.shields.io/badge/Documentation-000?logo=googledocs&logoColor=FFE165&style=for-the-badge" alt="Check out the documentation"></a>
<a href="https://arxiv.org/abs/2407.16741"><img src="https://img.shields.io/badge/Paper%20on%20Arxiv-000?logoColor=FFE165&logo=arxiv&style=for-the-badge" alt="Paper on Arxiv"></a>
<a href="https://docs.google.com/spreadsheets/d/1wOUdFCMyY6Nt0AIqF705KN4JKOWgeI4wUGUP60krXXs/edit?gid=0#gid=0"><img src="https://img.shields.io/badge/Benchmark%20score-000?logoColor=FFE165&logo=huggingface&style=for-the-badge" alt="Evaluation Benchmark Score"></a>
<hr>
</div>
<hr>
Welcome to OpenHands (formerly OpenDevin), a platform for software development agents powered by AI.
🙌 Welcome to OpenHands, a [community](COMMUNITY.md) focused on AI-driven development. Wed love for you to [join us on Slack](https://dub.sh/openhands).
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.
There are a few ways to work with OpenHands:
Learn more at [docs.all-hands.dev](https://docs.all-hands.dev), or [sign up for OpenHands Cloud](https://app.all-hands.dev) to get started.
### OpenHands Software Agent SDK
The SDK is a composable Python library that contains all of our agentic tech. It's the engine that powers everything else below.
> [!IMPORTANT]
> Using OpenHands for work? We'd love to chat! Fill out
> [this short form](https://docs.google.com/forms/d/e/1FAIpQLSet3VbGaz8z32gW9Wm-Grl4jpt5WgMXPgJ4EDPVmCETCBpJtQ/viewform)
> to join our Design Partner program, where you'll get early access to commercial features and the opportunity to provide input on our product roadmap.
Define agents in code, then run them locally, or scale to 1000s of agents in the cloud.
![App screenshot](./docs/static/img/screenshot.png)
[Check out the docs](https://docs.openhands.dev/sdk) or [view the source](https://github.com/OpenHands/software-agent-sdk/)
## ☁️ OpenHands Cloud
The easiest way to get started with OpenHands is on [OpenHands Cloud](https://app.all-hands.dev),
which comes with $50 in free credits for new users.
### OpenHands CLI
The CLI is the easiest way to start using OpenHands. The experience will be familiar to anyone who has worked
with e.g. Claude Code or Codex. You can power it with Claude, GPT, or any other LLM.
## 💻 Running OpenHands Locally
[Check out the docs](https://docs.openhands.dev/openhands/usage/run-openhands/cli-mode) or [view the source](https://github.com/OpenHands/OpenHands-CLI)
OpenHands can also run on your local system using Docker.
See the [Running OpenHands](https://docs.all-hands.dev/modules/usage/installation) guide for
system requirements and more information.
### OpenHands Local GUI
Use the Local GUI for running agents on your laptop. It comes with a REST API and a single-page React application.
The experience will be familiar to anyone who has used Devin or Jules.
> [!WARNING]
> On a public network? See our [Hardened Docker Installation Guide](https://docs.all-hands.dev/modules/usage/runtimes/docker#hardened-docker-installation)
> to secure your deployment by restricting network binding and implementing additional security measures.
[Check out the docs](https://docs.openhands.dev/openhands/usage/run-openhands/local-setup) or view the source in this repo.
### OpenHands Cloud
This is a deployment of OpenHands GUI, running on hosted infrastructure.
```bash
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.37-nikolaik
You can try it with a free $10 credit by [signing in with your GitHub account](https://app.all-hands.dev).
docker run -it --rm --pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.37-nikolaik \
-e LOG_ALL_EVENTS=true \
-v /var/run/docker.sock:/var/run/docker.sock \
-v ~/.openhands-state:/.openhands-state \
-p 3000:3000 \
--add-host host.docker.internal:host-gateway \
--name openhands-app \
docker.all-hands.dev/all-hands-ai/openhands:0.37
```
OpenHands Cloud comes with source-available features and integrations:
- Integrations with Slack, Jira, and Linear
- Multi-user support
- RBAC and permissions
- Collaboration features (e.g., conversation sharing)
You'll find OpenHands running at [http://localhost:3000](http://localhost:3000)!
### OpenHands Enterprise
Large enterprises can work with us to self-host OpenHands Cloud in their own VPC, via Kubernetes.
OpenHands Enterprise can also work with the CLI and SDK above.
When you open the application, you'll be asked to choose an LLM provider and add an API key.
[Anthropic's Claude 3.7 Sonnet](https://www.anthropic.com/api) (`anthropic/claude-3-7-sonnet-20250219`)
works best, but you have [many options](https://docs.all-hands.dev/modules/usage/llms).
OpenHands Enterprise is source-available--you can see all the source code here in the enterprise/ directory,
but you'll need to purchase a license if you want to run it for more than one month.
## 💡 Other ways to run OpenHands
Enterprise contracts also come with extended support and access to our research team.
> [!CAUTION]
> OpenHands is meant to be run by a single user on their local workstation.
> It is not appropriate for multi-tenant deployments where multiple users share the same instance. There is no built-in authentication, isolation, or scalability.
>
> If you're interested in running OpenHands in a multi-tenant environment, please
> [get in touch with us](https://docs.google.com/forms/d/e/1FAIpQLSet3VbGaz8z32gW9Wm-Grl4jpt5WgMXPgJ4EDPVmCETCBpJtQ/viewform)
> for advanced deployment options.
Learn more at [openhands.dev/enterprise](https://openhands.dev/enterprise)
You can also [connect OpenHands to your local filesystem](https://docs.all-hands.dev/modules/usage/runtimes/docker#connecting-to-your-filesystem),
run OpenHands in a scriptable [headless mode](https://docs.all-hands.dev/modules/usage/how-to/headless-mode),
interact with it via a [friendly CLI](https://docs.all-hands.dev/modules/usage/how-to/cli-mode),
or run it on tagged issues with [a github action](https://docs.all-hands.dev/modules/usage/how-to/github-action).
### Everything Else
Visit [Running OpenHands](https://docs.all-hands.dev/modules/usage/installation) for more information and setup instructions.
Check out our [Product Roadmap](https://github.com/orgs/openhands/projects/1), and feel free to
[open up an issue](https://github.com/OpenHands/OpenHands/issues) if there's something you'd like to see!
If you want to modify the OpenHands source code, check out [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
You might also be interested in our [evaluation infrastructure](https://github.com/OpenHands/benchmarks), our [chrome extension](https://github.com/OpenHands/openhands-chrome-extension/), or our [Theory-of-Mind module](https://github.com/OpenHands/ToM-SWE).
Having issues? The [Troubleshooting Guide](https://docs.all-hands.dev/modules/usage/troubleshooting) can help.
All our work is available under the MIT license, except for the `enterprise/` directory in this repository (see the [enterprise license](enterprise/LICENSE) for details).
The core `openhands` and `agent-server` Docker images are fully MIT-licensed as well.
## 📖 Documentation
If you need help with anything, or just want to chat, [come find us on Slack](https://dub.sh/openhands).
To learn more about the project, and for tips on using OpenHands,
check out our [documentation](https://docs.all-hands.dev/modules/usage/getting-started).
There you'll find resources on how to use different LLM providers,
troubleshooting resources, and advanced configuration options.
## 🤝 How to Join the Community
OpenHands is a community-driven project, and we welcome contributions from everyone. We do most of our communication
through Slack, so this is the best place to start, but we also are happy to have you contact us on Discord or Github:
- [Join our Slack workspace](https://join.slack.com/t/openhands-ai/shared_invite/zt-34zm4j0gj-Qz5kRHoca8DFCbqXPS~f_A) - Here we talk about research, architecture, and future development.
- [Join our Discord server](https://discord.gg/ESHStjSjD4) - This is a community-run server for general discussion, questions, and feedback.
- [Read or post Github Issues](https://github.com/All-Hands-AI/OpenHands/issues) - Check out the issues we're working on, or add your own ideas.
See more about the community in [COMMUNITY.md](./COMMUNITY.md) or find details on contributing in [CONTRIBUTING.md](./CONTRIBUTING.md).
## 📈 Progress
See the monthly OpenHands roadmap [here](https://github.com/orgs/All-Hands-AI/projects/1) (updated at the maintainer's meeting at the end of each month).
<p align="center">
<a href="https://star-history.com/#All-Hands-AI/OpenHands&Date">
<img src="https://api.star-history.com/svg?repos=All-Hands-AI/OpenHands&type=Date" width="500" alt="Star History Chart">
</a>
</p>
## 📜 License
Distributed under the MIT License. See [`LICENSE`](./LICENSE) for more information.
## 🙏 Acknowledgements
OpenHands is built by a large number of contributors, and every contribution is greatly appreciated! We also build upon other open source projects, and we are deeply thankful for their work.
For a list of open source projects and licenses used in OpenHands, please see our [CREDITS.md](./CREDITS.md) file.
## 📚 Cite
```
@misc{openhands,
title={{OpenHands: An Open Platform for AI Software Developers as Generalist Agents}},
author={Xingyao Wang and Boxuan Li and Yufan Song and Frank F. Xu and Xiangru Tang and Mingchen Zhuge and Jiayi Pan and Yueqi Song and Bowen Li and Jaskirat Singh and Hoang H. Tran and Fuqiang Li and Ren Ma and Mingzhang Zheng and Bill Qian and Yanjun Shao and Niklas Muennighoff and Yizhe Zhang and Binyuan Hui and Junyang Lin and Robert Brennan and Hao Peng and Heng Ji and Graham Neubig},
year={2024},
eprint={2407.16741},
archivePrefix={arXiv},
primaryClass={cs.SE},
url={https://arxiv.org/abs/2407.16741},
}
```

View File

@@ -1,113 +0,0 @@
import os
import pathlib
import subprocess
# This script is intended to be run by Poetry during the build process.
# Define the expected name of the .vsix file based on the extension's package.json
# This should match the name and version in openhands-vscode/package.json
EXTENSION_NAME = 'openhands-vscode'
EXTENSION_VERSION = '0.0.1'
VSIX_FILENAME = f'{EXTENSION_NAME}-{EXTENSION_VERSION}.vsix'
# Paths
ROOT_DIR = pathlib.Path(__file__).parent.resolve()
VSCODE_EXTENSION_DIR = ROOT_DIR / 'openhands' / 'integrations' / 'vscode'
def check_node_version():
"""Check if Node.js version is sufficient for building the extension."""
try:
result = subprocess.run(
['node', '--version'], capture_output=True, text=True, check=True
)
version_str = result.stdout.strip()
# Extract major version number (e.g., "v12.22.9" -> 12)
major_version = int(version_str.lstrip('v').split('.')[0])
return major_version >= 18 # Align with frontend actual usage (18.20.1)
except (subprocess.CalledProcessError, FileNotFoundError, ValueError):
return False
def build_vscode_extension():
"""Builds the VS Code extension."""
vsix_path = VSCODE_EXTENSION_DIR / VSIX_FILENAME
# Check if VSCode extension build is disabled via environment variable
if os.environ.get('SKIP_VSCODE_BUILD', '').lower() in ('1', 'true', 'yes'):
print('--- Skipping VS Code extension build (SKIP_VSCODE_BUILD is set) ---')
if vsix_path.exists():
print(f'--- Using existing VS Code extension: {vsix_path} ---')
else:
print('--- No pre-built VS Code extension found ---')
return
# Check Node.js version - if insufficient, use pre-built extension as fallback
if not check_node_version():
print('--- Warning: Node.js version < 18 detected or Node.js not found ---')
print('--- Skipping VS Code extension build (requires Node.js >= 18) ---')
print('--- Using pre-built extension if available ---')
if not vsix_path.exists():
print('--- Warning: No pre-built VS Code extension found ---')
print('--- VS Code extension will not be available ---')
else:
print(f'--- Using pre-built VS Code extension: {vsix_path} ---')
return
print(f'--- Building VS Code extension in {VSCODE_EXTENSION_DIR} ---')
try:
# Ensure npm dependencies are installed
print('--- Running npm install for VS Code extension ---')
subprocess.run(
['npm', 'install'],
cwd=VSCODE_EXTENSION_DIR,
check=True,
shell=os.name == 'nt',
)
# Package the extension
print(f'--- Packaging VS Code extension ({VSIX_FILENAME}) ---')
subprocess.run(
['npm', 'run', 'package-vsix'],
cwd=VSCODE_EXTENSION_DIR,
check=True,
shell=os.name == 'nt',
)
# Verify the generated .vsix file exists
if not vsix_path.exists():
raise FileNotFoundError(
f'VS Code extension package not found after build: {vsix_path}'
)
print(f'--- VS Code extension built successfully: {vsix_path} ---')
except subprocess.CalledProcessError as e:
print(f'--- Warning: Failed to build VS Code extension: {e} ---')
print('--- Continuing without building extension ---')
if not vsix_path.exists():
print('--- Warning: No pre-built VS Code extension found ---')
print('--- VS Code extension will not be available ---')
def build(setup_kwargs):
"""This function is called by Poetry during the build process.
`setup_kwargs` is a dictionary that will be passed to `setuptools.setup()`.
"""
print('--- Running custom Poetry build script (build_vscode.py) ---')
# Build the VS Code extension and place the .vsix file
build_vscode_extension()
# Poetry will handle including files based on pyproject.toml `include` patterns.
# Ensure openhands/integrations/vscode/*.vsix is included there.
print('--- Custom Poetry build script (build_vscode.py) finished ---')
if __name__ == '__main__':
print('Running build_vscode.py directly for testing VS Code extension packaging...')
build_vscode_extension()
print('Direct execution of build_vscode.py finished.')

View File

@@ -10,7 +10,18 @@
# General core configurations
##############################################################################
[core]
# API keys and configuration for core services
# API key for E2B
#e2b_api_key = ""
# API key for Modal
#modal_api_token_id = ""
#modal_api_token_secret = ""
# API key for Daytona
#daytona_api_key = ""
# Daytona Target
#daytona_target = ""
# Base path for the workspace
#workspace_base = "./workspace"
@@ -18,6 +29,9 @@
# Cache directory path
#cache_dir = "/tmp/cache"
# Reasoning effort for o1 models (low, medium, high, or not set)
#reasoning_effort = "medium"
# Debugging enabled
#debug = false
@@ -46,14 +60,11 @@
# Maximum file size for uploads, in megabytes
#file_uploads_max_file_size_mb = 0
# Enable the browser environment
#enable_browser = true
# Maximum budget per task, 0.0 means no limit
#max_budget_per_task = 0.0
# Maximum number of iterations
#max_iterations = 500
#max_iterations = 250
# Path to mount the workspace in the sandbox
#workspace_mount_path_in_sandbox = "/workspace"
@@ -116,9 +127,6 @@ api_key = ""
# API version
#api_version = ""
# Reasoning effort for OpenAI o-series models (low, medium, high, or not set)
#reasoning_effort = "medium"
# Cost per input token
#input_cost_per_token = 0.0
@@ -189,44 +197,15 @@ model = "gpt-4o"
# Whether to use native tool calling if supported by the model. Can be true, false, or None by default, which chooses the model's default behavior based on the evaluation.
# ATTENTION: Based on evaluation, enabling native function calling may lead to worse results
# in some scenarios. Use with caution and consider testing with your specific use case.
# https://github.com/OpenHands/OpenHands/pull/4711
# https://github.com/All-Hands-AI/OpenHands/pull/4711
#native_tool_calling = None
# Safety settings for models that support them (e.g., Mistral AI, Gemini)
# Example for Mistral AI:
# safety_settings = [
# { "category" = "hate", "threshold" = "low" },
# { "category" = "harassment", "threshold" = "low" },
# { "category" = "sexual", "threshold" = "low" },
# { "category" = "dangerous", "threshold" = "low" }
# ]
#
# Example for Gemini:
# safety_settings = [
# { "category" = "HARM_CATEGORY_HARASSMENT", "threshold" = "BLOCK_NONE" },
# { "category" = "HARM_CATEGORY_HATE_SPEECH", "threshold" = "BLOCK_NONE" },
# { "category" = "HARM_CATEGORY_SEXUALLY_EXPLICIT", "threshold" = "BLOCK_NONE" },
# { "category" = "HARM_CATEGORY_DANGEROUS_CONTENT", "threshold" = "BLOCK_NONE" }
# ]
#safety_settings = []
[llm.draft_editor]
# The number of times llm_editor tries to fix an error when editing.
correct_num = 5
[llm.gpt4o-mini]
api_key = ""
model = "gpt-4o"
# Example routing LLM configuration for multimodal model routing
# Uncomment and configure to enable model routing with a secondary model
#[llm.secondary_model]
#model = "kimi-k2"
#api_key = ""
#for_routing = true
#max_input_tokens = 128000
#################################### Agent ###################################
# Configuration for agents (group name starts with 'agent')
@@ -237,7 +216,6 @@ model = "gpt-4o"
[agent]
# Whether the browsing tool is enabled
# Note: when this is set to true, enable_browser in the core config must also be true
enable_browsing = true
# Whether the LLM draft editor is enabled
@@ -272,9 +250,6 @@ enable_finish = true
# length limit
enable_history_truncation = true
# Whether the condensation request tool is enabled
enable_condensation_request = false
[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
@@ -343,9 +318,6 @@ classpath = "my_package.my_module.MyCustomAgent"
# Enable GPU support in the runtime
#enable_gpu = false
# When there are multiple cards, you can specify the GPU by ID
#cuda_visible_devices = ''
# Additional Docker runtime kwargs
#docker_runtime_kwargs = {}
@@ -353,15 +325,6 @@ classpath = "my_package.my_module.MyCustomAgent"
# Useful when deploying OpenHands in a remote machine where you need to expose a specific port.
#vscode_port = 41234
# Volume mounts in the format 'host_path:container_path[:mode]'
# e.g. '/my/host/dir:/workspace:rw'
# Multiple mounts can be specified using commas
# e.g. '/path1:/workspace/path1,/path2:/workspace/path2:ro'
# Configure volumes under the [sandbox] section:
# [sandbox]
# volumes = "/my/host/dir:/workspace:rw,/path2:/workspace/path2:ro"
#################################### Security ###################################
# Configuration for security features
##############################################################################
@@ -371,11 +334,10 @@ classpath = "my_package.my_module.MyCustomAgent"
#confirmation_mode = false
# The security analyzer to use (For Headless / CLI only - In Web this is overridden by Session Init)
# Available options: 'llm' (default), 'invariant'
#security_analyzer = "llm"
#security_analyzer = ""
# Whether to enable security analyzer
#enable_security_analyzer = true
#enable_security_analyzer = false
#################################### Condenser #################################
# Condensers control how conversation history is managed and compressed when
@@ -444,99 +406,3 @@ type = "noop"
# Configuration for the evaluation, please refer to the specific evaluation
# plugin for the available options
##############################################################################
########################### Kubernetes #######################################
# Kubernetes configuration when using the Kubernetes runtime
##############################################################################
[kubernetes]
# The Kubernetes namespace to use for OpenHands resources
#namespace = "default"
# Domain for ingress resources
#ingress_domain = "localhost"
# Size of the persistent volume claim
#pvc_storage_size = "2Gi"
# Storage class for persistent volume claims
#pvc_storage_class = "standard"
# CPU request for runtime pods
#resource_cpu_request = "1"
# Memory request for runtime pods
#resource_memory_request = "1Gi"
# Memory limit for runtime pods
#resource_memory_limit = "2Gi"
# Optional name of image pull secret for private registries
#image_pull_secret = ""
# Optional name of TLS secret for ingress
#ingress_tls_secret = ""
# Optional node selector key for pod scheduling
#node_selector_key = ""
# Optional node selector value for pod scheduling
#node_selector_val = ""
# Optional YAML string defining pod tolerations
#tolerations_yaml = ""
# Run the runtime sandbox container in privileged mode for use with docker-in-docker
#privileged = false
#################################### MCP #####################################
# Configuration for Model Context Protocol (MCP) servers
# MCP allows OpenHands to communicate with external tool servers
##############################################################################
[mcp]
# SSE servers - Server-Sent Events transport (legacy)
#sse_servers = [
# # Basic SSE server with just a URL
# "http://localhost:8080/mcp/sse",
#
# # SSE server with authentication
# {url = "https://api.example.com/mcp/sse", api_key = "your-api-key"}
#]
# SHTTP servers - Streamable HTTP transport (recommended)
#shttp_servers = [
# # Basic SHTTP server with default 60s timeout
# "https://api.example.com/mcp/shttp",
#
# # SHTTP server with custom timeout for long-running tools
# {
# url = "https://api.example.com/mcp/shttp",
# api_key = "your-api-key",
# timeout = 180 # 3 minutes for processing-heavy tools (1-3600 seconds)
# }
#]
# Stdio servers - Direct process communication (development only)
#stdio_servers = [
# # Basic stdio server
# {name = "filesystem", command = "npx", args = ["@modelcontextprotocol/server-filesystem", "/"]},
#
# # Stdio server with environment variables
# {
# name = "fetch",
# command = "uvx",
# args = ["mcp-server-fetch"],
# env = {DEBUG = "true"}
# }
#]
#################################### Model Routing ############################
# Configuration for experimental model routing feature
# Enables intelligent switching between different LLM models for specific purposes
##############################################################################
[model_routing]
# Router to use for model selection
# Available options:
# - "noop_router" (default): No routing, always uses primary LLM
# - "multimodal_router": A router that switches between primary and secondary models, depending on whether the input is multimodal or not
#router_name = "noop_router"

View File

@@ -1,16 +1,16 @@
ARG OPENHANDS_BUILD_VERSION=dev
FROM node:24.8-trixie-slim AS frontend-builder
FROM node:21.7.2-bookworm-slim AS frontend-builder
WORKDIR /app
COPY frontend/package.json frontend/package-lock.json ./
COPY ./frontend/package.json frontend/package-lock.json ./
RUN npm install -g npm@10.5.1
RUN npm ci
COPY frontend ./
COPY ./frontend ./
RUN npm run build
FROM python:3.13.7-slim-trixie AS base
FROM base AS backend-builder
FROM python:3.12.3-slim AS backend-builder
WORKDIR /app
ENV PYTHONPATH='/app'
@@ -21,19 +21,18 @@ ENV POETRY_NO_INTERACTION=1 \
POETRY_CACHE_DIR=/tmp/poetry_cache
RUN apt-get update -y \
&& apt-get install -y curl make git build-essential jq gettext \
&& python3 -m pip install poetry --break-system-packages
&& 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 ./
COPY ./pyproject.toml ./poetry.lock ./
RUN touch README.md
RUN export POETRY_CACHE_DIR && poetry install --no-root && rm -rf $POETRY_CACHE_DIR
RUN export POETRY_CACHE_DIR && poetry install --without evaluation --no-root && rm -rf $POETRY_CACHE_DIR
FROM base AS openhands-app
FROM python:3.12.3-slim AS openhands-app
WORKDIR /app
# re-declare for this section
ARG OPENHANDS_BUILD_VERSION
ARG OPENHANDS_BUILD_VERSION #re-declare for this section
ENV RUN_AS_OPENHANDS=true
# A random number--we need this to be different from the user's UID on the host machine
@@ -44,8 +43,7 @@ ENV WORKSPACE_BASE=/opt/workspace_base
ENV OPENHANDS_BUILD_VERSION=$OPENHANDS_BUILD_VERSION
ENV SANDBOX_USER_ID=0
ENV FILE_STORE=local
ENV FILE_STORE_PATH=/.openhands
ENV INIT_GIT_IN_EMPTY_WORKSPACE=1
ENV FILE_STORE_PATH=/.openhands-state
RUN mkdir -p $FILE_STORE_PATH
RUN mkdir -p $WORKSPACE_BASE
@@ -58,34 +56,39 @@ 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 --gid $OPENHANDS_USER_ID openhands
RUN useradd -l -m -u $OPENHANDS_USER_ID --gid $OPENHANDS_USER_ID -s /bin/bash openhands && \
usermod -aG openhands openhands && \
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:openhands /app && chmod -R 770 /app
RUN sudo chown -R openhands:openhands $WORKSPACE_BASE && sudo chmod -R 770 $WORKSPACE_BASE
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:openhands --chmod=770 --from=backend-builder ${VIRTUAL_ENV} ${VIRTUAL_ENV}
COPY --chown=openhands:app --chmod=770 --from=backend-builder ${VIRTUAL_ENV} ${VIRTUAL_ENV}
COPY --chown=openhands:openhands --chmod=770 ./skills ./skills
COPY --chown=openhands:openhands --chmod=770 ./openhands ./openhands
COPY --chown=openhands:openhands --chmod=777 ./openhands/runtime/plugins ./openhands/runtime/plugins
COPY --chown=openhands:openhands pyproject.toml poetry.lock README.md MANIFEST.in LICENSE ./
COPY --chown=openhands:app --chmod=770 ./microagents ./microagents
COPY --chown=openhands:app --chmod=770 ./openhands ./openhands
COPY --chown=openhands:app --chmod=777 ./openhands/runtime/plugins ./openhands/runtime/plugins
COPY --chown=openhands:app --chmod=770 ./openhands/agenthub ./openhands/agenthub
COPY --chown=openhands:app ./pyproject.toml ./pyproject.toml
COPY --chown=openhands:app ./poetry.lock ./poetry.lock
COPY --chown=openhands:app ./README.md ./README.md
COPY --chown=openhands:app ./MANIFEST.in ./MANIFEST.in
COPY --chown=openhands:app ./LICENSE ./LICENSE
# This is run as "openhands" user, and will create __pycache__ with openhands:openhands ownership
RUN python openhands/core/download.py # No-op to download assets
# Add this line to set group ownership of all files/directories not already in "app" group
# openhands:openhands -> openhands:openhands
RUN find /app \! -group openhands -exec chgrp openhands {} +
# openhands:openhands -> openhands:app
RUN find /app \! -group app -exec chgrp app {} +
COPY --chown=openhands:openhands --chmod=770 --from=frontend-builder /app/build ./frontend/build
COPY --chown=openhands:openhands --chmod=770 ./containers/app/entrypoint.sh /app/entrypoint.sh
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

View File

@@ -1,4 +1,4 @@
DOCKER_REGISTRY=ghcr.io
DOCKER_ORG=openhands
DOCKER_ORG=all-hands-ai
DOCKER_IMAGE=openhands
DOCKER_BASE_DIR="."

View File

@@ -23,18 +23,6 @@ if [ -z "$WORKSPACE_MOUNT_PATH" ]; then
unset WORKSPACE_BASE
fi
if [[ "$INSTALL_THIRD_PARTY_RUNTIMES" == "true" ]]; then
echo "Downloading and installing third_party_runtimes..."
echo "Warning: Third-party runtimes are provided as-is, not actively supported and may be removed in future releases."
if pip install 'openhands-ai[third_party_runtimes]' -qqq 2> >(tee /dev/stderr); then
echo "third_party_runtimes installed successfully."
else
echo "Failed to install third_party_runtimes." >&2
exit 1
fi
fi
if [[ "$SANDBOX_USER_ID" -eq 0 ]]; then
echo "Running OpenHands as root"
export RUN_AS_OPENHANDS=false
@@ -54,7 +42,7 @@ else
fi
fi
fi
usermod -aG openhands enduser
usermod -aG app enduser
# get the user group of /var/run/docker.sock and set openhands to that group
DOCKER_SOCKET_GID=$(stat -c '%g' /var/run/docker.sock)
echo "Docker socket group id: $DOCKER_SOCKET_GID"

View File

@@ -104,9 +104,6 @@ RUN apt-get update && apt-get install -y \
&& apt-get clean \
&& apt-get autoremove -y
# mark /app as safe git directory to avoid pre-commit errors
RUN git config --system --add safe.directory /app
WORKDIR /app
# cache build dependencies

View File

@@ -1,7 +1,7 @@
# Develop in Docker
> [!WARNING]
> This way of running OpenHands is not officially supported. It is maintained by the community and may not work.
> This is not officially supported and may not work.
Install [Docker](https://docs.docker.com/engine/install/) on your host machine and run:

View File

@@ -10,9 +10,8 @@ services:
environment:
- BACKEND_HOST=${BACKEND_HOST:-"0.0.0.0"}
- SANDBOX_API_HOSTNAME=host.docker.internal
- DOCKER_HOST_ADDR=host.docker.internal
#
- SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-ghcr.io/openhands/runtime:0.62-nikolaik}
- SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-ghcr.io/all-hands-ai/runtime:0.37-nikolaik}
- SANDBOX_USER_ID=${SANDBOX_USER_ID:-1234}
- WORKSPACE_MOUNT_PATH=${WORKSPACE_BASE:-$PWD/workspace}
ports:

View File

@@ -1,4 +1,4 @@
FROM ubuntu:24.04
FROM ubuntu:22.04
# install basic packages
RUN apt-get update && apt-get install -y \

View File

@@ -6,7 +6,7 @@ that depends on the `base_image` **AND** a [Python source distribution](https://
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 -m openhands.runtime.utils.runtime_build \
poetry run python3 openhands/runtime/utils/runtime_build.py \
--base_image nikolaik/python-nodejs:python3.12-nodejs22 \
--build_folder containers/runtime
```

View File

@@ -1,5 +1,5 @@
DOCKER_REGISTRY=ghcr.io
DOCKER_ORG=openhands
DOCKER_ORG=all-hands-ai
DOCKER_BASE_DIR="./containers/runtime"
DOCKER_IMAGE=runtime
# These variables will be appended by the runtime_build.py script

View File

@@ -3,11 +3,10 @@ repos:
rev: v5.0.0
hooks:
- id: trailing-whitespace
exclude: ^(docs/|modules/|python/|openhands-ui/|third_party/|enterprise/)
exclude: docs/modules/python
- id: end-of-file-fixer
exclude: ^(docs/|modules/|python/|openhands-ui/|third_party/|enterprise/)
exclude: docs/modules/python
- id: check-yaml
args: ["--allow-multiple-documents"]
- id: debug-statements
- repo: https://github.com/tox-dev/pyproject-fmt
@@ -28,29 +27,17 @@ repos:
entry: ruff check --config dev_config/python/ruff.toml
types_or: [python, pyi, jupyter]
args: [--fix, --unsafe-fixes]
exclude: ^(third_party/|enterprise/)
# Run the formatter.
- id: ruff-format
entry: ruff format --config dev_config/python/ruff.toml
types_or: [python, pyi, jupyter]
exclude: ^(third_party/|enterprise/)
- repo: https://github.com/pre-commit/mirrors-mypy
rev: v1.15.0
hooks:
- id: mypy
additional_dependencies:
[
types-requests,
types-setuptools,
types-pyyaml,
types-toml,
types-docker,
types-Markdown,
pydantic,
lxml,
]
# To see gaps add `--html-report mypy-report/`
[types-requests, types-setuptools, types-pyyaml, types-toml]
entry: mypy --config-file dev_config/python/mypy.ini openhands/
always_run: true
pass_filenames: false

View File

@@ -7,10 +7,3 @@ warn_unreachable = True
warn_redundant_casts = True
no_implicit_optional = True
strict_optional = True
disable_error_code = type-abstract
# Exclude third-party runtime directory from type checking
exclude = (third_party/|enterprise/)
[mypy-openhands.memory.condenser.impl.*]
disable_error_code = override

View File

@@ -1,6 +1,3 @@
# Exclude third-party runtime directory from linting
exclude = ["third_party/", "enterprise/"]
[lint]
select = [
"E",

View File

@@ -7,8 +7,8 @@ services:
image: openhands:latest
container_name: openhands-app-${DATE:-}
environment:
- SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-docker.openhands.dev/openhands/runtime:0.62-nikolaik}
#- SANDBOX_USER_ID=${SANDBOX_USER_ID:-1234} # enable this only if you want a specific non-root sandbox user but you will have to manually adjust permissions of ~/.openhands for this user
- SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-docker.all-hands.dev/all-hands-ai/runtime:0.37-nikolaik}
#- SANDBOX_USER_ID=${SANDBOX_USER_ID:-1234} # enable this only if you want a specific non-root sandbox user but you will have to manually adjust permissions of openhands-state for this user
- WORKSPACE_MOUNT_PATH=${WORKSPACE_BASE:-$PWD/workspace}
ports:
- "3000:3000"
@@ -16,7 +16,7 @@ services:
- "host.docker.internal:host-gateway"
volumes:
- /var/run/docker.sock:/var/run/docker.sock
- ~/.openhands:/.openhands
- ~/.openhands-state:/.openhands-state
- ${WORKSPACE_BASE:-$PWD/workspace}:/opt/workspace_base
pull_policy: build
stdin_open: true

21
docs/.gitignore vendored Normal file
View File

@@ -0,0 +1,21 @@
# Dependencies
/node_modules
# Production
/build
/static/swagger-ui
# Generated files
.docusaurus
.cache-loader
# Misc
.DS_Store
.env.local
.env.development.local
.env.test.local
.env.production.local
npm-debug.log*
yarn-debug.log*
yarn-error.log*

67
docs/DOC_STYLE_GUIDE.md Normal file
View File

@@ -0,0 +1,67 @@
# Documentation Style Guide
## General Writing Principles
- **Clarity & Conciseness**: Always prioritize clarity and brevity. Avoid unnecessary jargon or overly complex explanations.
Keep sentences short and to the point.
- **Gradual Complexity**: Start with the simplest, most basic setup, and then gradually introduce more advanced
concepts and configurations.
## Formatting Guidelines
### Headers
Use **Title Case** for the first and second level headers.
Example:
- **Basic Usage**
- **Advanced Configuration Options**
### Lists
When listing items or options, use bullet points to enhance readability.
Example:
- Option A
- Option B
- Option C
### Procedures
For instructions or processes that need to be followed in a specific order, use numbered steps.
Example:
1. Step one: Do this.
- First this sub step.
- Then this sub step.
2. Step two: Complete this action.
3. Step three: Verify the result.
### Code Blocks
* Use code blocks for multi-line inputs, outputs, commands and code samples.
Example:
```bash
docker run -it \
-e THIS=this \
-e THAT=that
...
```
### Use of Note and Warning
When adding a note or warning, use the built-in note and warning syntax.
Example:
:::note
This section is for advanced users only.
:::
### Referring to UI Elements
When referencing UI elements, use ``.
Example:
1. Toggle the `Advanced` option
2. Enter your model in the `Custom Model` textbox.

55
docs/README.md Normal file
View File

@@ -0,0 +1,55 @@
# OpenHands Documentation
This website is built using [Docusaurus](https://docusaurus.io/).
When published, the content will be published at https://docs.all-hands.dev/.
### Local Development
```bash
$ cd docs
$ npm install
$ npm run 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.
Alternatively, you can pass a `--locale` argument to render a specific language in dev mode as in:
```
$ npm run start --locale pt-BR # for the Brazilian Portuguese version
$ npm run start --locale fr # for the French version
$ npm run start --locale zh-Hans # for the Chinese Han (simplified variant) version
```
### Build
```
$ npm run build
```
This command generates static content into the `build` directory and can be served using any static contents hosting service.
It compiles all languages.
### Deployment
Open a new pull request and - when it is merged - the [deploy-docs](.github/workflows/deploy-docs.yml) GH action will take care of everything else.
## Automatic Translations
Translations can be automatically updated when the original English content changes, this is done by the script [`translation_updater.py`](./translation_updater.py).
From the root of the repository, you can run the following:
```bash
$ export ANTHROPIC_API_KEY=<your_api_key>
$ poetry run python docs/translation_updater.py
# ...
# Change detected in docs/modules/usage/getting-started.mdx
# translating... docs/modules/usage/getting-started.mdx pt-BR
# translation done
# ...
```
This process uses `claude-3-7-sonnet-20250219` as base model and each language consumes at least ~30k input tokens and ~35k output tokens.

3
docs/babel.config.js Normal file
View File

@@ -0,0 +1,3 @@
module.exports = {
presets: [require.resolve('@docusaurus/core/lib/babel/preset')],
};

118
docs/docusaurus.config.ts Normal file
View File

@@ -0,0 +1,118 @@
import type * as Preset from '@docusaurus/preset-classic';
import type { Config } from '@docusaurus/types';
import { themes as prismThemes } from 'prism-react-renderer';
const config: Config = {
title: 'OpenHands',
tagline: 'Code Less, Make More',
favicon: 'img/logo-square.png',
// Set the production url of your site here
url: 'https://docs.all-hands.dev',
baseUrl: '/',
// GitHub pages deployment config.
organizationName: 'All-Hands-AI',
projectName: 'OpenHands',
trailingSlash: false,
onBrokenLinks: 'throw',
onBrokenMarkdownLinks: 'warn',
// Even if you don't use internationalization, you can use this field to set
// useful metadata like html lang. For example, if your site is Chinese, you
// may want to replace "en" with "zh-Hans".
i18n: {
defaultLocale: 'en',
locales: ['en', 'fr', 'zh-Hans', 'ja', 'pt-BR'],
localeConfigs: {
en: {
htmlLang: 'en-GB',
},
},
},
markdown: {
mermaid: true,
},
themes: ['@docusaurus/theme-mermaid'],
plugins: [
[
require.resolve('docusaurus-lunr-search'),
{
languages: ['en', 'zh', 'fr', 'ja', 'pt']
}
]
],
presets: [
[
'classic',
{
docs: {
path: 'modules',
routeBasePath: 'modules',
sidebarPath: './sidebars.ts',
exclude: [
// '**/_*.{js,jsx,ts,tsx,md,mdx}',
// '**/_*/**',
'**/*.test.{js,jsx,ts,tsx}',
'**/__tests__/**',
],
},
blog: {
showReadingTime: true,
},
theme: {
customCss: './src/css/custom.css',
},
} satisfies Preset.Options,
],
],
themeConfig: {
image: 'img/docusaurus.png',
navbar: {
title: 'OpenHands',
logo: {
alt: 'OpenHands',
src: 'img/logo.png',
},
items: [
{
type: 'docSidebar',
sidebarId: 'docsSidebar',
position: 'left',
label: 'User Guides',
},
{
href: 'https://docs.all-hands.dev/swagger-ui/', // FIXME: this should be a relative path, but docusarus steals the click
label: 'API',
position: 'left',
},
{
type: 'localeDropdown',
position: 'left',
},
{
type: 'search',
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;

102
docs/generate-swagger-ui.js Normal file
View File

@@ -0,0 +1,102 @@
const fs = require('fs');
const path = require('path');
const swaggerUiDist = require('swagger-ui-dist');
/**
* This script manually sets up Swagger UI for the Docusaurus documentation.
*
* Why we need this approach:
* 1. Docusaurus doesn't have a built-in way to integrate Swagger UI
* 2. We need to copy the necessary files from swagger-ui-dist to our static directory
* 3. We need to create a custom index.html file that points to our OpenAPI spec
* 4. This approach allows us to customize the Swagger UI to match our documentation style
*/
// Get the absolute path to the swagger-ui-dist package
const swaggerUiDistPath = swaggerUiDist.getAbsoluteFSPath();
// Create the target directory if it doesn't exist
const targetDir = path.join(__dirname, 'static', 'swagger-ui');
if (!fs.existsSync(targetDir)) {
fs.mkdirSync(targetDir, { recursive: true });
}
// Copy all files from swagger-ui-dist to our target directory
const files = fs.readdirSync(swaggerUiDistPath);
files.forEach(file => {
const sourcePath = path.join(swaggerUiDistPath, file);
const targetPath = path.join(targetDir, file);
// Skip directories and non-essential files
if (fs.statSync(sourcePath).isDirectory() ||
file === 'package.json' ||
file === 'README.md' ||
file.endsWith('.map')) {
return;
}
fs.copyFileSync(sourcePath, targetPath);
});
// Create a custom index.html file that points to our OpenAPI spec
const indexHtml = `
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>OpenHands API Documentation</title>
<link rel="stylesheet" type="text/css" href="./swagger-ui.css" />
<link rel="icon" type="image/png" href="./favicon-32x32.png" sizes="32x32" />
<link rel="icon" type="image/png" href="./favicon-16x16.png" sizes="16x16" />
<style>
html {
box-sizing: border-box;
overflow: -moz-scrollbars-vertical;
overflow-y: scroll;
}
*,
*:before,
*:after {
box-sizing: inherit;
}
body {
margin: 0;
background: #fafafa;
}
</style>
</head>
<body>
<div id="swagger-ui"></div>
<script src="./swagger-ui-bundle.js" charset="UTF-8"> </script>
<script src="./swagger-ui-standalone-preset.js" charset="UTF-8"> </script>
<script>
window.onload = function() {
// Begin Swagger UI call region
const ui = SwaggerUIBundle({
url: "/openapi.json",
dom_id: '#swagger-ui',
deepLinking: true,
presets: [
SwaggerUIBundle.presets.apis,
SwaggerUIStandalonePreset
],
plugins: [
SwaggerUIBundle.plugins.DownloadUrl
],
layout: "StandaloneLayout"
});
// End Swagger UI call region
window.ui = ui;
};
</script>
</body>
</html>
`;
fs.writeFileSync(path.join(targetDir, 'index.html'), indexHtml);
console.log('Swagger UI files generated successfully in static/swagger-ui/');

427
docs/i18n/fr/code.json Normal file
View File

@@ -0,0 +1,427 @@
{
"footer.title": {
"message": "OpenHands"
},
"footer.docs": {
"message": "Documents"
},
"footer.community": {
"message": "Communauté"
},
"footer.copyright": {
"message": "© {year} OpenHands"
},
"faq.title": {
"message": "Questions Fréquemment Posées",
"description": "FAQ Title"
},
"faq.description": {
"message": "Questions Fréquemment Posées"
},
"faq.section.title.1": {
"message": "Qu'est-ce qu'OpenHands ?",
"description": "First Section Title"
},
"faq.section.highlight": {
"message": "OpenHands",
"description": "Highlight Text"
},
"faq.section.description.1": {
"message": "est un ingénieur logiciel autonome qui peut résoudre des tâches d'ingénierie logicielle et de navigation web à tout moment. Il peut exécuter des requêtes en sciences des données, telles que \"Trouver le nombre de demandes de pull à l'repository OpenHands dans les derniers mois\", et des tâches d'ingénierie logicielle, comme \"Veuillez ajouter des tests à ce fichier et vérifier si tous les tests passent. Si ce n'est pas le cas, réparez le fichier.\"",
"description": "Description for OpenHands"
},
"faq.section.description.2": {
"message": "De plus, OpenHands est une plateforme et communauté pour les développeurs d'agents qui souhaitent tester et évaluer de nouveaux agents.",
"description": "Further Description for OpenHands"
},
"faq.section.title.2": {
"message": "Support",
"description": "Support Section Title"
},
"faq.section.support.answer": {
"message": "Si vous rencontrez un problème que d'autres utilisateurs peuvent également avoir, merci de le signaler sur {githubLink}. Si vous avez des difficultés à l'installation ou des questions générales, rejoignez-vous sur {discordLink} ou {slackLink}.",
"description": "Support Answer"
},
"faq.section.title.3": {
"message": "Comment résoudre un problème sur GitHub avec OpenHands ?",
"description": "GitHub Issue Section Title"
},
"faq.section.github.steps.intro": {
"message": "Pour résoudre un problème sur GitHub en utilisant OpenHands, envoyez une commande à OpenHands demandant qu'il suit des étapes comme les suivantes :",
"description": "GitHub Steps Introduction"
},
"faq.section.github.step1": {
"message": "Lisez l'issue https://github.com/All-Hands-AI/OpenHands/issues/1611",
"description": "GitHub Step 1"
},
"faq.section.github.step2": {
"message": "Cloner le dépôt et vérifier une nouvelle branche",
"description": "GitHub Step 2"
},
"faq.section.github.step3": {
"message": "Sur la base des instructions dans la description de l'issue, modifiez les fichiers pour résoudre le problème",
"description": "GitHub Step 3"
},
"faq.section.github.step4": {
"message": "Pousser le résultat à GitHub en utilisant la variable d'environnement GITHUB_TOKEN",
"description": "GitHub Step 4"
},
"faq.section.github.step5": {
"message": "Dites-moi le lien que je dois utiliser pour envoyer une demande de pull",
"description": "GitHub Step 5"
},
"faq.section.github.steps.preRun": {
"message": "Avant de lancer OpenHands, vous pouvez faire :",
"description": "GitHub Steps Pre-Run"
},
"faq.section.github.steps.tokenInfo": {
"message": "où XXX est un jeton GitHub que vous avez créé et qui a les autorisations pour pousser dans le dépôt OpenHands. Si vous n'avez pas d'autorisations de modification du dépôt OpenHands, vous devrez peut-être changer cela en :",
"description": "GitHub Steps Token Info"
},
"faq.section.github.steps.usernameInfo": {
"message": "où USERNAME est votre nom GitHub.",
"description": "GitHub Steps Username Info"
},
"faq.section.title.4": {
"message": "Comment OpenHands est-il différent de Devin ?",
"description": "Devin Section Title"
},
"faq.section.openhands.linkText": {
"message": "Devin",
"description": "Devin Link Text"
},
"faq.section.openhands.description": {
"message": "est un produit commercial par Cognition Inc., qui a servi d'inspiration initiale pour OpenHands. Les deux visent à bien faire le travail d'ingénierie logicielle, mais vous pouvez télécharger, utiliser et modifier OpenHands, tandis que Devin peut être utilisé uniquement via le site de Cognition. De plus, OpenHands a évolué au-delà de l'inspiration initiale, et est maintenant un écosystème communautaire pour le développement d'agents en général, et nous serions ravis de vous voir rejoindre et",
"description": "Devin Description"
},
"faq.section.openhands.contribute": {
"message": "contribuer",
"description": "Contribute Link"
},
"faq.section.title.5": {
"message": "Comment OpenHands est-il différent de ChatGPT ?",
"description": "ChatGPT Section Title"
},
"faq.section.chatgpt.description": {
"message": "ChatGPT vous pouvez accéder en ligne, il ne se connecte pas aux fichiers locaux et ses capacités d'exécution du code sont limitées. Alors qu'il peut écrire du code, mais c'est difficile à tester ou à exécuter.",
"description": "ChatGPT Description"
},
"homepage.description": {
"message": "Génération d'code AI pour l'ingénierie logicielle.",
"description": "The homepage description"
},
"homepage.getStarted": {
"message": "Commencer"
},
"welcome.message": {
"message": "Bienvenue à OpenHands, un système d'IA autonome ingénieur logiciel capable d'exécuter des tâches d'ingénierie complexes et de collaborer activement avec les utilisateurs sur les projets de développement logiciel."
},
"theme.ErrorPageContent.title": {
"message": "Cette page a planté.",
"description": "The title of the fallback page when the page crashed"
},
"theme.BackToTopButton.buttonAriaLabel": {
"message": "Retourner en haut de la page",
"description": "The ARIA label for the back to top button"
},
"theme.blog.archive.title": {
"message": "Archives",
"description": "The page & hero title of the blog archive page"
},
"theme.blog.archive.description": {
"message": "Archives",
"description": "The page & hero description of the blog archive page"
},
"theme.blog.paginator.navAriaLabel": {
"message": "Pagination des listes d'articles du blog",
"description": "The ARIA label for the blog pagination"
},
"theme.blog.paginator.newerEntries": {
"message": "Nouvelles entrées",
"description": "The label used to navigate to the newer blog posts page (previous page)"
},
"theme.blog.paginator.olderEntries": {
"message": "Anciennes entrées",
"description": "The label used to navigate to the older blog posts page (next page)"
},
"theme.blog.post.paginator.navAriaLabel": {
"message": "Pagination des articles du blog",
"description": "The ARIA label for the blog posts pagination"
},
"theme.blog.post.paginator.newerPost": {
"message": "Article plus récent",
"description": "The blog post button label to navigate to the newer/previous post"
},
"theme.blog.post.paginator.olderPost": {
"message": "Article plus ancien",
"description": "The blog post button label to navigate to the older/next post"
},
"theme.blog.post.plurals": {
"message": "Un article|{count} articles",
"description": "Pluralized label for \"{count} posts\". Use as much plural forms (separated by \"|\") as your language support (see https://www.unicode.org/cldr/cldr-aux/charts/34/supplemental/language_plural_rules.html)"
},
"theme.blog.tagTitle": {
"message": "{nPosts} tags avec « {tagName} »",
"description": "The title of the page for a blog tag"
},
"theme.tags.tagsPageLink": {
"message": "Voir tous les tags",
"description": "The label of the link targeting the tag list page"
},
"theme.colorToggle.ariaLabel": {
"message": "Basculer entre le mode sombre et clair (actuellement {mode})",
"description": "The ARIA label for the navbar color mode toggle"
},
"theme.colorToggle.ariaLabel.mode.dark": {
"message": "mode sombre",
"description": "The name for the dark color mode"
},
"theme.colorToggle.ariaLabel.mode.light": {
"message": "mode clair",
"description": "The name for the light color mode"
},
"theme.docs.breadcrumbs.navAriaLabel": {
"message": "Bouton de navigation des liens de la page",
"description": "The ARIA label for the breadcrumbs"
},
"theme.docs.DocCard.categoryDescription.plurals": {
"message": "1 élément|{count} éléments",
"description": "The default description for a category card in the generated index about how many items this category includes"
},
"theme.docs.paginator.navAriaLabel": {
"message": "Pages de documentation",
"description": "The ARIA label for the docs pagination"
},
"theme.docs.paginator.previous": {
"message": "Précédent",
"description": "The label used to navigate to the previous doc"
},
"theme.docs.paginator.next": {
"message": "Suivant",
"description": "The label used to navigate to the next doc"
},
"theme.docs.tagDocListPageTitle.nDocsTagged": {
"message": "Un document tagué|{count} documents tagués",
"description": "Pluralized label for \"{count} docs tagged\". Use as much plural forms (separated by \"|\") as your language support (see https://www.unicode.org/cldr/cldr-aux/charts/34/supplemental/language_plural_rules.html)"
},
"theme.docs.tagDocListPageTitle": {
"message": "{nDocsTagged} avec \"{tagName}\"",
"description": "The title of the page for a docs tag"
},
"theme.docs.versionBadge.label": {
"message": "Version: {versionLabel}"
},
"theme.docs.versions.unreleasedVersionLabel": {
"message": "Ceci est la documentation de la prochaine version {versionLabel} de {siteTitle}.",
"description": "The label used to tell the user that he's browsing an unreleased doc version"
},
"theme.docs.versions.unmaintainedVersionLabel": {
"message": "Ceci est la documentation de {siteTitle} {versionLabel}, qui n'est plus activement maintenue.",
"description": "The label used to tell the user that he's browsing an unmaintained doc version"
},
"theme.docs.versions.latestVersionSuggestionLabel": {
"message": "Pour une documentation à jour, consultez la {latestVersionLink} ({versionLabel}).",
"description": "The label used to tell the user to check the latest version"
},
"theme.docs.versions.latestVersionLinkLabel": {
"message": "dernière version",
"description": "The label used for the latest version suggestion link label"
},
"theme.common.editThisPage": {
"message": "Éditer cette page",
"description": "The link label to edit the current page"
},
"theme.common.headingLinkTitle": {
"message": "Lien direct vers {heading}",
"description": "Title for link to heading"
},
"theme.lastUpdated.atDate": {
"message": " le {date}",
"description": "The words used to describe on which date a page has been last updated"
},
"theme.lastUpdated.byUser": {
"message": " par {user}",
"description": "The words used to describe by who the page has been last updated"
},
"theme.lastUpdated.lastUpdatedAtBy": {
"message": "Dernière mise à jour{atDate}{byUser}",
"description": "The sentence used to display when a page has been last updated, and by who"
},
"theme.navbar.mobileVersionsDropdown.label": {
"message": "Versions",
"description": "The label for the navbar versions dropdown on mobile view"
},
"theme.NotFound.title": {
"message": "Page introuvable",
"description": "The title of the 404 page"
},
"theme.tags.tagsListLabel": {
"message": "Tags :",
"description": "The label alongside a tag list"
},
"theme.admonition.caution": {
"message": "prudence",
"description": "The default label used for the Caution admonition (:::caution)"
},
"theme.admonition.danger": {
"message": "danger",
"description": "The default label used for the Danger admonition (:::danger)"
},
"theme.admonition.info": {
"message": "information",
"description": "The default label used for the Info admonition (:::info)"
},
"theme.admonition.note": {
"message": "remarque",
"description": "The default label used for the Note admonition (:::note)"
},
"theme.admonition.tip": {
"message": "astuce",
"description": "The default label used for the Tip admonition (:::tip)"
},
"theme.admonition.warning": {
"message": "prudence",
"description": "The default label used for the Warning admonition (:::warning)"
},
"theme.AnnouncementBar.closeButtonAriaLabel": {
"message": "Fermer",
"description": "The ARIA label for close button of announcement bar"
},
"theme.blog.sidebar.navAriaLabel": {
"message": "Navigation vers les articles récents du blog",
"description": "The ARIA label for recent posts in the blog sidebar"
},
"theme.CodeBlock.copied": {
"message": "Copié",
"description": "The copied button label on code blocks"
},
"theme.CodeBlock.copyButtonAriaLabel": {
"message": "Copier le code",
"description": "The ARIA label for copy code blocks button"
},
"theme.CodeBlock.copy": {
"message": "Copier",
"description": "The copy button label on code blocks"
},
"theme.CodeBlock.wordWrapToggle": {
"message": "Activer/désactiver le retour à la ligne",
"description": "The title attribute for toggle word wrapping button of code block lines"
},
"theme.DocSidebarItem.expandCategoryAriaLabel": {
"message": "Développer la catégorie '{label}' de la barre latérale",
"description": "The ARIA label to expand the sidebar category"
},
"theme.DocSidebarItem.collapseCategoryAriaLabel": {
"message": "Réduire la catégorie '{label}' de la barre latérale",
"description": "The ARIA label to collapse the sidebar category"
},
"theme.NavBar.navAriaLabel": {
"message": "Main",
"description": "The ARIA label for the main navigation"
},
"theme.navbar.mobileLanguageDropdown.label": {
"message": "Langues",
"description": "The label for the mobile language switcher dropdown"
},
"theme.NotFound.p1": {
"message": "Nous n'avons pas trouvé ce que vous recherchez.",
"description": "The first paragraph of the 404 page"
},
"theme.NotFound.p2": {
"message": "Veuillez contacter le propriétaire du site qui vous a lié à l'URL d'origine et leur faire savoir que leur lien est cassé.",
"description": "The 2nd paragraph of the 404 page"
},
"theme.TOCCollapsible.toggleButtonLabel": {
"message": "Sur cette page",
"description": "The label used by the button on the collapsible TOC component"
},
"theme.blog.post.readMore": {
"message": "Lire plus",
"description": "The label used in blog post item excerpts to link to full blog posts"
},
"theme.blog.post.readMoreLabel": {
"message": "En savoir plus sur {title}",
"description": "The ARIA label for the link to full blog posts from excerpts"
},
"theme.blog.post.readingTime.plurals": {
"message": "Une minute de lecture|{readingTime} minutes de lecture",
"description": "Pluralized label for \"{readingTime} min read\". Use as much plural forms (separated by \"|\") as your language support (see https://www.unicode.org/cldr/cldr-aux/charts/34/supplemental/language_plural_rules.html)"
},
"theme.docs.breadcrumbs.home": {
"message": "Page d'accueil",
"description": "The ARIA label for the home page in the breadcrumbs"
},
"theme.docs.sidebar.collapseButtonTitle": {
"message": "Réduire le menu latéral",
"description": "The title attribute for collapse button of doc sidebar"
},
"theme.docs.sidebar.collapseButtonAriaLabel": {
"message": "Réduire le menu latérale",
"description": "The title attribute for collapse button of doc sidebar"
},
"theme.docs.sidebar.navAriaLabel": {
"message": "Barre de navigation latérale des docs",
"description": "The ARIA label for the sidebar navigation"
},
"theme.docs.sidebar.closeSidebarButtonAriaLabel": {
"message": "Fermer la barre de navigation",
"description": "The ARIA label for close button of mobile sidebar"
},
"theme.navbar.mobileSidebarSecondaryMenu.backButtonLabel": {
"message": "← Retour au menu principal",
"description": "The label of the back button to return to main menu, inside the mobile navbar sidebar secondary menu (notably used to display the docs sidebar)"
},
"theme.docs.sidebar.toggleSidebarButtonAriaLabel": {
"message": "Ouvrir/fermer la barre de navigation",
"description": "The ARIA label for hamburger menu button of mobile navigation"
},
"theme.docs.sidebar.expandButtonTitle": {
"message": "Déplier le menu latéral",
"description": "The ARIA label and title attribute for expand button of doc sidebar"
},
"theme.docs.sidebar.expandButtonAriaLabel": {
"message": "Déployer le menu latérale",
"description": "The ARIA label and title attribute for expand button of doc sidebar"
},
"theme.ErrorPageContent.tryAgain": {
"message": "Réessayer",
"description": "The label of the button to try again rendering when the React error boundary captures an error"
},
"theme.common.skipToMainContent": {
"message": "Aller directement au contenu principal",
"description": "The skip to content label used for accessibility, allowing to rapidly navigate to main content with keyboard tab/enter navigation"
},
"theme.tags.tagsPageTitle": {
"message": "Tags",
"description": "The title of the tag list page"
},
"theme.unlistedContent.title": {
"message": "Page non répertoriée",
"description": "The unlisted content banner title"
},
"theme.unlistedContent.message": {
"message": "Cette page n'est pas répertoriée. Les moteurs de recherche ne l'indexeront pas, et seuls les utilisateurs ayant un lien direct peuvent y accéder.",
"description": "The unlisted content banner message"
},
"Use AI to tackle the toil in your backlog. Our agents have all the same tools as a human developer: they can modify code, run commands, browse the web, call APIs, and yes-even copy code snippets from StackOverflow.": {
"message": "Utilisez l'IA pour gérer les tâches répétitives de votre backlog. Nos agents disposent des mêmes outils qu'un développeur humain : ils peuvent modifier du code, exécuter des commandes, naviguer sur le web, appeler des API et même copier des extraits de code depuis StackOverflow."
},
"Get started with OpenHands.": {
"message": "Commencer avec OpenHands"
},
"Most Popular Links": {
"message": "Liens Populaires"
},
"Customizing OpenHands to a repository": {
"message": "Personnaliser OpenHands pour un dépôt"
},
"Integrating OpenHands with Github": {
"message": "Intégrer OpenHands avec Github"
},
"Recommended models to use": {
"message": "Modèles recommandés"
},
"Connecting OpenHands to your filesystem": {
"message": "Connecter OpenHands à votre système de fichiers"
}
}

View File

@@ -0,0 +1,14 @@
{
"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"
}
}

View File

@@ -0,0 +1,210 @@
{
"version.label": {
"message": "Next",
"description": "The label for version current"
},
"sidebar.docsSidebar.category.🤖 Backends LLM": {
"message": "🤖 Backends LLM",
"description": "The label for category 🤖 Backends LLM in sidebar docsSidebar"
},
"sidebar.docsSidebar.category.🚧 Dépannage": {
"message": "🚧 Dépannage",
"description": "The label for category 🚧 Dépannage in sidebar docsSidebar"
},
"sidebar.apiSidebar.category.Backend": {
"message": "Backend",
"description": "The label for category Backend in sidebar apiSidebar"
},
"sidebar.docsSidebar.category.User Guides": {
"message": "Guides d'Utilisateur",
"description": "The label for category User Guides in sidebar docsSidebar"
},
"sidebar.docsSidebar.category.Running OpenHands": {
"message": "Exécution d'OpenHands",
"description": "The label for category Running OpenHands in sidebar docsSidebar"
},
"sidebar.docsSidebar.category.Prompting": {
"message": "Prompting",
"description": "The label for category Prompting in sidebar docsSidebar"
},
"sidebar.docsSidebar.category.Architecture": {
"message": "Architecture",
"description": "The label for category Architecture in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Running OpenHands": {
"message": "Exécution d'OpenHands",
"description": "The label for document Running OpenHands in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Getting Started": {
"message": "Commencer",
"description": "The label for document Getting Started in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Key Features": {
"message": "Fonctionnalités Clés",
"description": "The label for document Key Features in sidebar docsSidebar"
},
"sidebar.docsSidebar.category.Customization": {
"message": "Personnalisation",
"description": "The label for category Customization in sidebar docsSidebar"
},
"sidebar.docsSidebar.category.Usage Methods": {
"message": "Méthodes d'Utilisation",
"description": "The label for category Usage Methods in sidebar docsSidebar"
},
"sidebar.docsSidebar.category.Advanced Configuration": {
"message": "Configuration Avancée",
"description": "The label for category Advanced Configuration in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Troubleshooting": {
"message": "Dépannage",
"description": "The label for document Troubleshooting in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Feedback": {
"message": "Retour d'Information",
"description": "The label for document Feedback in sidebar docsSidebar"
},
"sidebar.docsSidebar.category.For OpenHands Developers": {
"message": "Pour les Développeurs OpenHands",
"description": "The label for category For OpenHands Developers in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.About": {
"message": "À Propos",
"description": "The label for document About in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Best Practices": {
"message": "Meilleures Pratiques",
"description": "The label for document Best Practices in sidebar docsSidebar"
},
"sidebar.docsSidebar.category.Microagents": {
"message": "Micro-agents",
"description": "The label for category Microagents in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Overview": {
"message": "Aperçu",
"description": "The label for document Overview in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Repository": {
"message": "Dépôt",
"description": "The label for document Repository in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Public": {
"message": "Public",
"description": "The label for document Public in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Repository Customization": {
"message": "Personnalisation du Dépôt",
"description": "The label for document Repository Customization in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.GUI Mode": {
"message": "Mode GUI",
"description": "The label for document GUI Mode in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.CLI Mode": {
"message": "Mode CLI",
"description": "The label for document CLI Mode in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Headless Mode": {
"message": "Mode Sans Interface",
"description": "The label for document Headless Mode in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Github Action": {
"message": "Action GitHub",
"description": "The label for document Github Action in sidebar docsSidebar"
},
"sidebar.docsSidebar.category.Cloud": {
"message": "Cloud",
"description": "The label for category Cloud in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Openhands Cloud": {
"message": "OpenHands Cloud",
"description": "The label for document Openhands Cloud in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Cloud GitHub Resolver": {
"message": "Résolveur GitHub Cloud",
"description": "The label for document Cloud GitHub Resolver in sidebar docsSidebar"
},
"sidebar.docsSidebar.category.LLM Configuration": {
"message": "Configuration LLM",
"description": "The label for category LLM Configuration in sidebar docsSidebar"
},
"sidebar.docsSidebar.category.Providers": {
"message": "Fournisseurs",
"description": "The label for category Providers in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Azure": {
"message": "Azure",
"description": "The label for document Azure in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Google": {
"message": "Google",
"description": "The label for document Google in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Groq": {
"message": "Groq",
"description": "The label for document Groq in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.LiteLLM Proxy": {
"message": "Proxy LiteLLM",
"description": "The label for document LiteLLM Proxy in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.OpenAI": {
"message": "OpenAI",
"description": "The label for document OpenAI in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.OpenRouter": {
"message": "OpenRouter",
"description": "The label for document OpenRouter in sidebar docsSidebar"
},
"sidebar.docsSidebar.category.Runtime Configuration": {
"message": "Configuration d'Exécution",
"description": "The label for category Runtime Configuration in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Docker Runtime": {
"message": "Environnement Docker",
"description": "The label for document Docker Runtime in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Remote Runtime": {
"message": "Environnement Distant",
"description": "The label for document Remote Runtime in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Modal Runtime": {
"message": "Environnement Modal",
"description": "The label for document Modal Runtime in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Daytona Runtime": {
"message": "Environnement Daytona",
"description": "The label for document Daytona Runtime in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Local Runtime": {
"message": "Environnement Local",
"description": "The label for document Local Runtime in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Configuration Options": {
"message": "Options de Configuration",
"description": "The label for document Configuration Options in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Custom Sandbox": {
"message": "Bac à Sable Personnalisé",
"description": "The label for document Custom Sandbox in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Development Overview": {
"message": "Aperçu du Développement",
"description": "The label for document Development Overview in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Backend": {
"message": "Backend",
"description": "The label for document Backend in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Runtime": {
"message": "Environnement d'Exécution",
"description": "The label for document Runtime in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Debugging": {
"message": "Débogage",
"description": "The label for document Debugging in sidebar docsSidebar"
},
"sidebar.docsSidebar.doc.Evaluation": {
"message": "Évaluation",
"description": "The label for document Evaluation in sidebar docsSidebar"
}
}

View File

@@ -0,0 +1,5 @@
# Documentation Python
La documentation apparaîtra ici après le déploiement.

View File

@@ -0,0 +1,5 @@
{
"items": ["python/python"],
"label": "Backend",
"type": "categorie"
}

View File

@@ -0,0 +1,25 @@
# À propos d'OpenHands
## Stratégie de recherche
Réaliser une réplication complète d'applications de qualité production avec des LLM est une entreprise complexe. Notre stratégie comprend :
- **Recherche technique fondamentale :** Concentration sur la recherche fondamentale pour comprendre et améliorer les aspects techniques de la génération et de la gestion du code.
- **Planification des tâches :** Développement de capacités pour la détection de bugs, la gestion de base de code et l'optimisation.
- **Évaluation :** Établissement de métriques d'évaluation complètes pour mieux comprendre et améliorer nos agents.
## Agent par défaut
Notre Agent par défaut est actuellement le [CodeActAgent](agents), qui est capable de générer du code et de gérer des fichiers.
## Construit avec
OpenHands est construit en utilisant une combinaison de frameworks et bibliothèques puissants, fournissant une base solide 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 des technologies supplémentaires peuvent être ajoutées ou des existantes peuvent être supprimées à mesure que le projet évolue. Nous nous efforçons d'adopter les outils les plus appropriés et efficaces pour améliorer les capacités d'OpenHands.
## Licence
Distribué sous la [Licence](https://github.com/All-Hands-AI/OpenHands/blob/main/LICENSE) MIT.

View File

@@ -0,0 +1,23 @@
# 🧠 Agent Principal et Capacités
## CodeActAgent
### 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 dans un espace d'action **code** unifié pour la _simplicité_ et la _performance_.
L'idée conceptuelle est illustrée ci-dessous. À chaque tour, l'agent peut :
1. **Converser** : Communiquer avec les humains en langage naturel pour demander des clarifications, des confirmations, etc.
2. **CodeAct** : Choisir d'effectuer la tâche en exécutant du code
- Exécuter n'importe quelle commande Linux `bash` valide
- Exécuter n'importe quel code `Python` valide avec [un interpréteur Python interactif](https://ipython.org/). Ceci est simulé via la commande `bash`, voir le système de plugins ci-dessous pour plus de détails.
![image](https://github.com/All-Hands-AI/OpenHands/assets/38853559/92b622e3-72ad-4a61-8f41-8c040b6d5fb3)
### Démo
https://github.com/All-Hands-AI/OpenHands/assets/38853559/f592a192-e86c-4f48-ad31-d69282d5f6ac
_Exemple de CodeActAgent avec `gpt-4-turbo-2024-04-09` réalisant une tâche de science des données (régression linéaire)_.

View File

@@ -0,0 +1,50 @@
---
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>

View File

@@ -0,0 +1,54 @@
# 🏛️ Architecture du Système
<div style={{ textAlign: 'center' }}>
<img src="https://github.com/All-Hands-AI/OpenHands/assets/16201837/97d747e3-29d8-4ccb-8d34-6ad1adb17f38" alt="Diagramme d'Architecture OpenHands 4 juillet 2024" />
<p><em>Diagramme d'Architecture OpenHands (4 juillet 2024)</em></p>
</div>
Voici une vue d'ensemble de l'architecture du système. Le système est divisé en deux composants principaux : le frontend et le backend. Le frontend est responsable de la gestion des interactions utilisateur et de l'affichage des résultats. Le backend est responsable de la gestion de la logique métier et de l'exécution des agents.
# Architecture Frontend {#frontend-architecture-en}
![system_architecture.svg](/img/system_architecture.svg)
Cette vue d'ensemble est simplifiée pour montrer les composants principaux et leurs interactions. Pour une vue plus détaillée de l'architecture backend, consultez la section Architecture Backend ci-dessous.
# Architecture Backend {#backend-architecture-en}
_**Avertissement** : L'architecture backend est en cours de développement et peut être modifiée. Le diagramme suivant montre l'architecture actuelle du backend basée sur le commit indiqué dans le pied de page du diagramme._
![backend_architecture.svg](/img/backend_architecture.svg)
<details>
<summary>Mise à jour de ce diagramme</summary>
<div>
La génération du diagramme d'architecture backend est partiellement automatisée.
Le diagramme est généré à partir des annotations de type dans le code en utilisant l'outil
py2puml. Le diagramme est ensuite manuellement révisé, ajusté et exporté en PNG
et SVG.
## Prérequis
- Environnement Python opérationnel dans lequel openhands est exécutable
(selon les instructions du fichier README.md à la racine du dépôt)
- [py2puml](https://github.com/lucsorel/py2puml) installé
## Étapes
1. Générer automatiquement le diagramme en exécutant la commande suivante depuis la racine du dépôt :
`py2puml openhands openhands > docs/architecture/backend_architecture.puml`
2. Ouvrir le fichier généré dans un éditeur PlantUML, par exemple Visual Studio Code avec l'extension PlantUML ou [PlantText](https://www.planttext.com/)
3. Examiner le PUML généré et faire tous les ajustements nécessaires au diagramme (ajouter les parties manquantes, corriger les erreurs, améliorer le positionnement).
_py2puml crée le diagramme basé sur les annotations de type dans le code, donc des annotations manquantes ou incorrectes peuvent entraîner un diagramme incomplet ou incorrect._
4. Examiner la différence entre le nouveau diagramme et le précédent et vérifier manuellement si les changements sont corrects.
_Assurez-vous de ne pas supprimer des parties qui ont été ajoutées manuellement au diagramme dans le passé et qui sont toujours pertinentes._
5. Ajouter le hash du commit qui a été utilisé pour générer le diagramme dans le pied de page du diagramme.
6. Exporter le diagramme en fichiers PNG et SVG et remplacer les diagrammes existants dans le répertoire `docs/architecture`. Cela peut être fait avec (par exemple [PlantText](https://www.planttext.com/))
</div>
</details>

View File

@@ -0,0 +1,128 @@
# 📦 Docker Runtime
Le Docker Runtime d'OpenHands est le composant central qui permet l'exécution sécurisée et flexible des actions d'un agent IA.
Il crée un environnement isolé (sandbox) en utilisant Docker, où du code arbitraire peut être exécuté en toute sécurité sans risquer de compromettre le système hôte.
## Pourquoi avons-nous besoin d'un environnement d'exécution isolé ?
OpenHands doit exécuter du code arbitraire dans un environnement sécurisé et isolé pour plusieurs raisons :
1. Sécurité : L'exécution de code non fiable peut présenter des risques importants pour le système hôte. Un environnement isolé empêche le code malveillant d'accéder ou de modifier les ressources du système hôte
2. Cohérence : Un environnement isolé garantit que l'exécution du code est cohérente sur différentes machines et configurations, éliminant les problèmes du type "ça marche sur ma machine"
3. Contrôle des ressources : L'isolation permet un meilleur contrôle de l'allocation et de l'utilisation des ressources, empêchant les processus incontrôlés d'affecter le système hôte
4. Isolation : Différents projets ou utilisateurs peuvent travailler dans des environnements isolés sans interférer les uns avec les autres ou avec le système hôte
5. Reproductibilité : Les environnements isolés facilitent la reproduction des bugs et des problèmes, car l'environnement d'exécution est cohérent et contrôlable
## Comment fonctionne le Runtime ?
Le système Runtime d'OpenHands utilise une architecture client-serveur implémentée avec des conteneurs Docker. Voici un aperçu de son fonctionnement :
```mermaid
graph TD
A[Image Docker personnalisée fournie par l'utilisateur] --> B[Backend OpenHands]
B -->|Construit| C[Image OH Runtime]
C -->|Lance| D[Action Executor]
D -->|Initialise| E[Navigateur]
D -->|Initialise| F[Shell Bash]
D -->|Initialise| G[Plugins]
G -->|Initialise| L[Serveur Jupyter]
B -->|Crée| H[Agent]
B -->|Crée| I[EventStream]
I <--->|Exécute l'action pour
obtenir l'observation
via API REST
| D
H -->|Génère l'action| I
I -->|Obtient l'observation| H
subgraph "Conteneur Docker"
D
E
F
G
L
end
```
1. Entrée utilisateur : L'utilisateur fournit une image Docker de base personnalisée
2. Construction de l'image : OpenHands construit une nouvelle image Docker (l'"image OH runtime") basée sur l'image fournie par l'utilisateur. Cette nouvelle image inclut le code spécifique à OpenHands, principalement le "client runtime"
3. Lancement du conteneur : Lorsqu'OpenHands démarre, il lance un conteneur Docker utilisant l'image OH runtime
4. Initialisation du serveur d'exécution d'actions : Le serveur d'exécution d'actions initialise un `ActionExecutor` à l'intérieur du conteneur, configurant les composants nécessaires comme un shell bash et chargeant les plugins spécifiés
5. Communication : Le backend OpenHands (`openhands/runtime/impl/eventstream/eventstream_runtime.py`) communique avec le serveur d'exécution d'actions via une API RESTful, envoyant des actions et recevant des observations
6. Exécution d'actions : Le client runtime reçoit les actions du backend, les exécute dans l'environnement isolé, et renvoie des observations
7. Retour d'observation : Le serveur d'exécution d'actions renvoie les résultats d'exécution au backend OpenHands sous forme d'observations
Le rôle du client :
- Il agit comme intermédiaire entre le backend OpenHands et l'environnement isolé
- Il exécute divers types d'actions (commandes shell, opérations sur fichiers, code Python, etc.) en toute sécurité dans le conteneur
- Il gère l'état de l'environnement isolé, y compris le répertoire de travail actuel et les plugins chargés
- Il formate et renvoie les observations au backend, assurant une interface cohérente pour le traitement des résultats
## Comment OpenHands construit et maintient les images OH Runtime
L'approche d'OpenHands pour construire et gérer les images runtime assure efficacité, cohérence et flexibilité dans la création et la maintenance des images Docker pour les environnements de production et de développement.
Consultez le [code pertinent](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/runtime/utils/runtime_build.py) si vous êtes intéressé par plus de détails.
### Système de marquage d'images
OpenHands utilise un système à trois tags pour ses images runtime afin d'équilibrer reproductibilité et flexibilité.
Les tags peuvent être dans l'un des 2 formats suivants :
- **Tag versionné** : `oh_v{openhands_version}_{base_image}` (ex. : `oh_v0.9.9_nikolaik_s_python-nodejs_t_python3.12-nodejs22`)
- **Tag de verrouillage** : `oh_v{openhands_version}_{16_digit_lock_hash}` (ex. : `oh_v0.9.9_1234567890abcdef`)
- **Tag source** : `oh_v{openhands_version}_{16_digit_lock_hash}_{16_digit_source_hash}`
(ex. : `oh_v0.9.9_1234567890abcdef_1234567890abcdef`)
#### Tag source - Le plus spécifique
Il s'agit des 16 premiers chiffres du MD5 du hash du répertoire pour le répertoire source. Cela donne un hash
uniquement pour la source openhands.
#### Tag de verrouillage
Ce hash est construit à partir des 16 premiers chiffres du MD5 de :
- Le nom de l'image de base sur laquelle l'image a été construite (ex. : `nikolaik/python-nodejs:python3.12-nodejs22`)
- Le contenu du `pyproject.toml` inclus dans l'image.
- Le contenu du `poetry.lock` inclus dans l'image.
Cela donne effectivement un hash pour les dépendances d'Openhands indépendamment du code source.
#### Tag versionné - Le plus générique
Ce tag est une concaténation de la version openhands et du nom de l'image de base (transformé pour s'adapter au standard des tags).
#### Processus de construction
Lors de la génération d'une image...
- **Pas de reconstruction** : OpenHands vérifie d'abord si une image avec le même **tag source le plus spécifique** existe. S'il existe une telle image, aucune construction n'est effectuée - l'image existante est utilisée.
- **Reconstruction la plus rapide** : OpenHands vérifie ensuite si une image avec le **tag de verrouillage générique** existe. S'il existe une telle image, OpenHands construit une nouvelle image basée sur celle-ci, contournant toutes les étapes d'installation (comme `poetry install` et `apt-get`) sauf une opération finale pour copier le code source actuel. La nouvelle image est marquée uniquement avec un tag **source**.
- **Reconstruction acceptable** : Si ni un tag **source** ni un tag **verrouillage** n'existe, une image sera construite basée sur l'image avec le tag **versionné**. Dans l'image avec tag versionné, la plupart des dépendances devraient déjà être installées, ce qui permet de gagner du temps.
- **Reconstruction la plus lente** : Si aucun des trois tags n'existe, une toute nouvelle image est construite basée sur l'image de base (ce qui est une opération plus lente). Cette nouvelle image est marquée avec tous les tags **source**, **verrouillage** et **versionné**.
Cette approche de marquage permet à OpenHands de gérer efficacement les environnements de développement et de production.
1. Un code source et un Dockerfile identiques produisent toujours la même image (via des tags basés sur des hashs)
2. Le système peut rapidement reconstruire des images lorsque des changements mineurs se produisent (en exploitant des images compatibles récentes)
3. Le tag **verrouillage** (ex., `runtime:oh_v0.9.3_1234567890abcdef`) pointe toujours vers la dernière construction pour une combinaison particulière d'image de base, de dépendances et de version OpenHands
## Système de plugins Runtime
Le Runtime OpenHands prend en charge un système de plugins qui permet d'étendre les fonctionnalités et de personnaliser l'environnement d'exécution. Les plugins sont initialisés au démarrage du client runtime.
Consultez [un exemple de plugin Jupyter ici](https://github.com/All-Hands-AI/OpenHands/blob/ecf4aed28b0cf7c18d4d8ff554883ba182fc6bdd/openhands/runtime/plugins/jupyter/__init__.py#L21-L55) si vous souhaitez implémenter votre propre plugin.
*Plus de détails sur le système de plugins sont encore en construction - les contributions sont les bienvenues !*
Aspects clés du système de plugins :
1. Définition du plugin : Les plugins sont définis comme des classes Python qui héritent d'une classe de base `Plugin`
2. Enregistrement du plugin : Les plugins disponibles sont enregistrés dans un dictionnaire `ALL_PLUGINS`
3. Spécification du plugin : Les plugins sont associés à `Agent.sandbox_plugins: list[PluginRequirement]`. Les utilisateurs peuvent spécifier quels plugins charger lors de l'initialisation du runtime
4. Initialisation : Les plugins sont initialisés de manière asynchrone au démarrage du client runtime
5. Utilisation : Le client runtime peut utiliser les plugins initialisés pour étendre ses capacités (par exemple, le JupyterPlugin pour exécuter des cellules IPython)

View File

@@ -0,0 +1,177 @@
# API Cloud OpenHands
OpenHands Cloud fournit une API REST qui vous permet d'interagir programmatiquement avec le service. Cela est utile si vous souhaitez facilement lancer vos propres tâches depuis vos programmes de manière flexible.
Ce guide explique comment obtenir une clé API et utiliser l'API pour démarrer des conversations.
Pour des informations plus détaillées sur l'API, consultez la [Référence API OpenHands](https://docs.all-hands.dev/swagger-ui/).
## Obtention d'une clé API
Pour utiliser l'API OpenHands Cloud, vous devrez générer une clé API :
1. Connectez-vous à votre compte [OpenHands Cloud](https://app.all-hands.dev)
2. Accédez à la [page Paramètres](https://app.all-hands.dev/settings)
3. Localisez la section "Clés API"
4. Cliquez sur "Générer une nouvelle clé"
5. Donnez à votre clé un nom descriptif (par exemple, "Développement", "Production")
6. Copiez la clé API générée et conservez-la en lieu sûr - elle ne sera affichée qu'une seule fois
![Génération de clé API](/img/docs/api-key-generation.png)
## Utilisation de l'API
### Démarrer une nouvelle conversation
Pour démarrer une nouvelle conversation avec OpenHands effectuant une tâche, vous devrez faire une requête POST vers le point de terminaison de conversation.
#### Paramètres de la requête
| Paramètre | Type | Obligatoire | Description |
|-----------|------|-------------|-------------|
| `initial_user_msg` | chaîne | Oui | Le message initial pour démarrer la conversation |
| `repository` | chaîne | Non | Nom du dépôt Git pour fournir du contexte au format `propriétaire/repo`. Vous devez avoir accès au dépôt. |
#### Exemples
<details>
<summary>cURL</summary>
```bash
curl -X POST "https://app.all-hands.dev/api/conversations" \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"initial_user_msg": "Check whether there is any incorrect information in the README.md file and send a PR to fix it if so.",
"repository": "yourusername/your-repo"
}'
```
</details>
<details>
<summary>Python (avec requests)</summary>
```python
import requests
api_key = "YOUR_API_KEY"
url = "https://app.all-hands.dev/api/conversations"
headers = {
"Authorization": f"Bearer {api_key}",
"Content-Type": "application/json"
}
data = {
"initial_user_msg": "Check whether there is any incorrect information in the README.md file and send a PR to fix it if so.",
"repository": "yourusername/your-repo"
}
response = requests.post(url, headers=headers, json=data)
conversation = response.json()
print(f"Conversation Link: https://app.all-hands.dev/conversations/{conversation['id']}")
print(f"Status: {conversation['status']}")
```
</details>
<details>
<summary>TypeScript/JavaScript (avec fetch)</summary>
```typescript
const apiKey = "YOUR_API_KEY";
const url = "https://app.all-hands.dev/api/conversations";
const headers = {
"Authorization": `Bearer ${apiKey}`,
"Content-Type": "application/json"
};
const data = {
initial_user_msg: "Check whether there is any incorrect information in the README.md file and send a PR to fix it if so.",
repository: "yourusername/your-repo"
};
async function startConversation() {
try {
const response = await fetch(url, {
method: "POST",
headers: headers,
body: JSON.stringify(data)
});
const conversation = await response.json();
console.log(`Conversation Link: https://app.all-hands.dev/conversations/${conversation.id}`);
console.log(`Status: ${conversation.status}`);
return conversation;
} catch (error) {
console.error("Error starting conversation:", error);
}
}
startConversation();
```
</details>
#### Réponse
L'API renverra un objet JSON avec les détails de la conversation créée :
```json
{
"status": "ok",
"conversation_id": "abc1234",
}
```
Vous pouvez également recevoir une `AuthenticationError` si :
1. Vous avez fourni une clé API invalide
2. Vous avez fourni un nom de dépôt incorrect
3. Vous n'avez pas accès au dépôt
### Récupération du statut d'une conversation
Vous pouvez vérifier le statut d'une conversation en faisant une requête GET vers le point de terminaison de conversation.
#### Point de terminaison
```
GET https://app.all-hands.dev/api/conversations/{conversation_id}
```
#### Exemple
<details>
<summary>cURL</summary>
```bash
curl -X GET "https://app.all-hands.dev/api/conversations/{conversation_id}" \
-H "Authorization: Bearer YOUR_API_KEY"
```
</details>
#### Réponse
La réponse est formatée comme suit :
```json
{
"conversation_id":"abc1234",
"title":"Update README.md",
"created_at":"2025-04-29T15:13:51.370706Z",
"last_updated_at":"2025-04-29T15:13:57.199210Z",
"status":"RUNNING",
"selected_repository":"yourusername/your-repo",
"trigger":"gui"
}
```
## Limites de taux
L'API a une limite de 10 conversations simultanées par compte. Si vous avez besoin d'une limite plus élevée pour votre cas d'utilisation, veuillez nous contacter à [contact@all-hands.dev](mailto:contact@all-hands.dev).
Si vous dépassez cette limite, l'API renverra une réponse 429 Too Many Requests.

View File

@@ -0,0 +1,33 @@
# Résolveur GitHub Cloud
Le Résolveur GitHub automatise les corrections de code et fournit une assistance intelligente pour vos dépôts.
## Configuration
Le Résolveur GitHub Cloud est disponible automatiquement lorsque vous
[accordez l'accès au dépôt OpenHands Cloud](./openhands-cloud#adding-repository-access).
## Utilisation
Après avoir accordé l'accès au dépôt OpenHands Cloud, vous pouvez utiliser le Résolveur GitHub Cloud sur les problèmes et les pull requests
du dépôt.
### Problèmes (Issues)
Sur votre dépôt, étiquetez un problème avec `openhands`. OpenHands va :
1. Commenter le problème pour vous informer qu'il y travaille.
- Vous pouvez cliquer sur le lien pour suivre la progression sur OpenHands Cloud.
2. Ouvrir une pull request s'il détermine que le problème a été résolu avec succès.
3. Commenter le problème avec un résumé des tâches effectuées et un lien vers la pull request.
### Pull Requests
Pour qu'OpenHands travaille sur des pull requests, utilisez `@openhands` dans les commentaires de premier niveau ou en ligne pour :
- Poser des questions
- Demander des mises à jour
- Obtenir des explications de code
OpenHands va :
1. Commenter la PR pour vous informer qu'il y travaille.
2. Effectuer la tâche.

View File

@@ -0,0 +1,65 @@
# OpenHands Cloud
OpenHands Cloud est la version hébergée dans le cloud d'OpenHands par All Hands AI.
## Accéder à OpenHands Cloud
OpenHands Cloud est accessible à l'adresse https://app.all-hands.dev/.
Vous pouvez également interagir avec OpenHands Cloud par programmation en utilisant l'[API](./cloud-api).
## Premiers pas
Après avoir visité OpenHands Cloud, il vous sera demandé de vous connecter avec votre compte GitHub ou GitLab :
1. Après avoir lu et accepté les conditions d'utilisation, cliquez sur `Log in with GitHub` ou `Log in with GitLab`.
2. Examinez les autorisations demandées par OpenHands, puis cliquez sur `Authorize OpenHands AI`.
- OpenHands nécessitera certaines autorisations de votre compte GitHub ou GitLab. Pour en savoir plus sur ces autorisations :
- GitHub : Vous pouvez cliquer sur le lien `Learn more` sur la page d'autorisation GitHub.
- GitLab : Vous pouvez développer chaque demande d'autorisation sur la page d'autorisation GitLab.
## Accès aux dépôts
### GitHub
#### Ajouter l'accès aux dépôts
Vous pouvez accorder à OpenHands un accès à des dépôts spécifiques :
1. Cliquez sur `Add GitHub repos` sur la page d'accueil.
2. Sélectionnez l'organisation, puis choisissez les dépôts spécifiques auxquels vous souhaitez donner accès à OpenHands.
<details>
<summary>Détails des autorisations pour l'accès aux dépôts</summary>
Openhands demande des jetons à courte durée de vie (expiration de 8 heures) avec ces autorisations :
- Actions : Lecture et écriture
- Administration : Lecture seule
- Statuts de commit : Lecture et écriture
- Contenus : Lecture et écriture
- Issues : Lecture et écriture
- Métadonnées : Lecture seule
- Pull requests : Lecture et écriture
- Webhooks : Lecture et écriture
- Workflows : Lecture et écriture
L'accès au dépôt pour un utilisateur est accordé en fonction de :
- L'autorisation accordée pour le dépôt.
- Les autorisations GitHub de l'utilisateur (propriétaire/collaborateur).
</details>
3. Cliquez sur `Install & Authorize`.
#### Modifier l'accès aux dépôts
Vous pouvez modifier l'accès aux dépôts GitHub à tout moment en :
* Utilisant le même processus `Add GitHub repos`, ou
* Visitant la page Paramètres et en sélectionnant `Configure GitHub Repositories` dans la section `Git Settings`.
### GitLab
Lorsque vous utilisez votre compte GitLab, OpenHands aura automatiquement accès à vos dépôts.
## Persistance des conversations
- Liste des conversations Affiche uniquement les 10 conversations les plus récentes initiées au cours des 10 derniers jours.
- Espaces de travail Les espaces de travail de conversation sont conservés pendant 14 jours.
- Environnements d'exécution Les environnements d'exécution restent actifs ("chauds") pendant 30 minutes. Après cette période, la reprise d'une conversation peut prendre 1 à 2 minutes.

View File

@@ -0,0 +1,395 @@
# Options de Configuration
:::note
Cette page présente toutes les options de configuration disponibles pour OpenHands, vous permettant de personnaliser son comportement et
de l'intégrer avec d'autres services. En Mode GUI, tous les paramètres appliqués via l'interface Paramètres auront la priorité.
:::
## Configuration Principale
Les options de configuration principales sont définies dans la section `[core]` du fichier `config.toml`.
### Clés API
- `e2b_api_key`
- Type: `str`
- Défaut: `""`
- Description: Clé API pour E2B
- `modal_api_token_id`
- Type: `str`
- Défaut: `""`
- Description: ID de token API pour Modal
- `modal_api_token_secret`
- Type: `str`
- Défaut: `""`
- Description: Secret de token API pour Modal
### Espace de travail
- `workspace_base` **(Déprécié)**
- Type: `str`
- Défaut: `"./workspace"`
- Description: Chemin de base pour l'espace de travail. **Déprécié: Utilisez `SANDBOX_VOLUMES` à la place.**
- `cache_dir`
- Type: `str`
- Défaut: `"/tmp/cache"`
- Description: Chemin du répertoire de cache
### Débogage et Journalisation
- `debug`
- Type: `bool`
- Défaut: `false`
- Description: Activer le débogage
- `disable_color`
- Type: `bool`
- Défaut: `false`
- Description: Désactiver la couleur dans la sortie du terminal
### Trajectoires
- `save_trajectory_path`
- Type: `str`
- Défaut: `"./trajectories"`
- Description: Chemin pour stocker les trajectoires (peut être un dossier ou un fichier). Si c'est un dossier, les trajectoires seront sauvegardées dans un fichier nommé avec l'ID de session et l'extension .json, dans ce dossier.
- `replay_trajectory_path`
- Type: `str`
- Défaut: `""`
- Description: Chemin pour charger une trajectoire et la rejouer. Si fourni, doit être un chemin vers le fichier de trajectoire au format JSON. Les actions dans le fichier de trajectoire seront rejouées d'abord avant que toute instruction utilisateur ne soit exécutée.
### Stockage de Fichiers
- `file_store_path`
- Type: `str`
- Défaut: `"/tmp/file_store"`
- Description: Chemin du stockage de fichiers
- `file_store`
- Type: `str`
- Défaut: `"memory"`
- Description: Type de stockage de fichiers
- `file_uploads_allowed_extensions`
- Type: `liste de str`
- Défaut: `[".*"]`
- Description: Liste des extensions de fichiers autorisées pour les téléchargements
- `file_uploads_max_file_size_mb`
- Type: `int`
- Défaut: `0`
- Description: Taille maximale de fichier pour les téléchargements, en mégaoctets
- `file_uploads_restrict_file_types`
- Type: `bool`
- Défaut: `false`
- Description: Restreindre les types de fichiers pour les téléchargements
- `file_uploads_allowed_extensions`
- Type: `liste de str`
- Défaut: `[".*"]`
- Description: Liste des extensions de fichiers autorisées pour les téléchargements
### Gestion des Tâches
- `max_budget_per_task`
- Type: `float`
- Défaut: `0.0`
- Description: Budget maximum par tâche (0.0 signifie pas de limite)
- `max_iterations`
- Type: `int`
- Défaut: `100`
- Description: Nombre maximum d'itérations
### Configuration du Sandbox
- `volumes`
- Type: `str`
- Défaut: `None`
- Description: Montages de volumes au format 'chemin_hôte:chemin_conteneur[:mode]', par ex. '/my/host/dir:/workspace:rw'. Plusieurs montages peuvent être spécifiés en utilisant des virgules, par ex. '/path1:/workspace/path1,/path2:/workspace/path2:ro'
- `workspace_mount_path_in_sandbox` **(Déprécié)**
- Type: `str`
- Défaut: `"/workspace"`
- Description: Chemin pour monter l'espace de travail dans le sandbox. **Déprécié: Utilisez `SANDBOX_VOLUMES` à la place.**
- `workspace_mount_path` **(Déprécié)**
- Type: `str`
- Défaut: `""`
- Description: Chemin pour monter l'espace de travail. **Déprécié: Utilisez `SANDBOX_VOLUMES` à la place.**
- `workspace_mount_rewrite` **(Déprécié)**
- Type: `str`
- Défaut: `""`
- Description: Chemin pour réécrire le chemin de montage de l'espace de travail. Vous pouvez généralement ignorer cela, cela fait référence à des cas spéciaux d'exécution à l'intérieur d'un autre conteneur. **Déprécié: Utilisez `SANDBOX_VOLUMES` à la place.**
### Divers
- `run_as_openhands`
- Type: `bool`
- Défaut: `true`
- Description: Exécuter en tant qu'OpenHands
- `runtime`
- Type: `str`
- Défaut: `"docker"`
- Description: Environnement d'exécution
- `default_agent`
- Type: `str`
- Défaut: `"CodeActAgent"`
- Description: Nom de l'agent par défaut
- `jwt_secret`
- Type: `str`
- Défaut: `uuid.uuid4().hex`
- Description: Secret JWT pour l'authentification. Veuillez le définir avec votre propre valeur.
## Configuration LLM
Les options de configuration LLM (Large Language Model) sont définies dans la section `[llm]` du fichier `config.toml`.
Pour les utiliser avec la commande docker, passez `-e LLM_<option>`. Exemple: `-e LLM_NUM_RETRIES`.
:::note
Pour les configurations de développement, vous pouvez également définir des configurations LLM personnalisées nommées. Voir [Configurations LLM personnalisées](./llms/custom-llm-configs) pour plus de détails.
:::
**Identifiants AWS**
- `aws_access_key_id`
- Type: `str`
- Défaut: `""`
- Description: ID de clé d'accès AWS
- `aws_region_name`
- Type: `str`
- Défaut: `""`
- Description: Nom de région AWS
- `aws_secret_access_key`
- Type: `str`
- Défaut: `""`
- Description: Clé d'accès secrète AWS
### Configuration API
- `api_key`
- Type: `str`
- Défaut: `None`
- Description: Clé API à utiliser
- `base_url`
- Type: `str`
- Défaut: `""`
- Description: URL de base de l'API
- `api_version`
- Type: `str`
- Défaut: `""`
- Description: Version de l'API
- `input_cost_per_token`
- Type: `float`
- Défaut: `0.0`
- Description: Coût par token d'entrée
- `output_cost_per_token`
- Type: `float`
- Défaut: `0.0`
- Description: Coût par token de sortie
### Fournisseur LLM personnalisé
- `custom_llm_provider`
- Type: `str`
- Défaut: `""`
- Description: Fournisseur LLM personnalisé
### Gestion des messages
- `max_message_chars`
- Type: `int`
- Défaut: `30000`
- Description: Le nombre approximatif maximum de caractères dans le contenu d'un événement inclus dans le prompt au LLM. Les observations plus grandes sont tronquées.
- `max_input_tokens`
- Type: `int`
- Défaut: `0`
- Description: Nombre maximum de tokens d'entrée
- `max_output_tokens`
- Type: `int`
- Défaut: `0`
- Description: Nombre maximum de tokens de sortie
### Sélection du modèle
- `model`
- Type: `str`
- Défaut: `"claude-3-5-sonnet-20241022"`
- Description: Modèle à utiliser
### Nouvelles tentatives
- `num_retries`
- Type: `int`
- Défaut: `8`
- Description: Nombre de tentatives à effectuer
- `retry_max_wait`
- Type: `int`
- Défaut: `120`
- Description: Temps d'attente maximum (en secondes) entre les tentatives
- `retry_min_wait`
- Type: `int`
- Défaut: `15`
- Description: Temps d'attente minimum (en secondes) entre les tentatives
- `retry_multiplier`
- Type: `float`
- Défaut: `2.0`
- Description: Multiplicateur pour le calcul de backoff exponentiel
### Options avancées
- `drop_params`
- Type: `bool`
- Défaut: `false`
- Description: Ignorer les paramètres non mappés (non pris en charge) sans provoquer d'exception
- `caching_prompt`
- Type: `bool`
- Défaut: `true`
- Description: Utiliser la fonctionnalité de mise en cache des prompts si fournie par le LLM et prise en charge
- `ollama_base_url`
- Type: `str`
- Défaut: `""`
- Description: URL de base pour l'API OLLAMA
- `temperature`
- Type: `float`
- Défaut: `0.0`
- Description: Température pour l'API
- `timeout`
- Type: `int`
- Défaut: `0`
- Description: Délai d'attente pour l'API
- `top_p`
- Type: `float`
- Défaut: `1.0`
- Description: Top p pour l'API
- `disable_vision`
- Type: `bool`
- Défaut: `None`
- Description: Si le modèle est capable de vision, cette option permet de désactiver le traitement d'images (utile pour réduire les coûts)
## Configuration de l'Agent
Les options de configuration de l'agent sont définies dans les sections `[agent]` et `[agent.<agent_name>]` du fichier `config.toml`.
### Configuration LLM
- `llm_config`
- Type: `str`
- Défaut: `'your-llm-config-group'`
- Description: Le nom de la configuration LLM à utiliser
### Configuration de l'espace d'action
- `function_calling`
- Type: `bool`
- Défaut: `true`
- Description: Si l'appel de fonction est activé
- `enable_browsing`
- Type: `bool`
- Défaut: `false`
- Description: Si le délégué de navigation est activé dans l'espace d'action (fonctionne uniquement avec l'appel de fonction)
- `enable_llm_editor`
- Type: `bool`
- Défaut: `false`
- Description: Si l'éditeur LLM est activé dans l'espace d'action (fonctionne uniquement avec l'appel de fonction)
- `enable_jupyter`
- Type: `bool`
- Défaut: `false`
- Description: Si Jupyter est activé dans l'espace d'action
- `enable_history_truncation`
- Type: `bool`
- Défaut: `true`
- Description: Si l'historique doit être tronqué pour continuer la session lorsqu'on atteint la limite de longueur de contexte du LLM
### Utilisation des microagents
- `enable_prompt_extensions`
- Type: `bool`
- Défaut: `true`
- Description: Si les microagents doivent être utilisés
- `disabled_microagents`
- Type: `liste de str`
- Défaut: `None`
- Description: Une liste de microagents à désactiver
## Configuration du Sandbox
Les options de configuration du sandbox sont définies dans la section `[sandbox]` du fichier `config.toml`.
Pour les utiliser avec la commande docker, passez `-e SANDBOX_<option>`. Exemple: `-e SANDBOX_TIMEOUT`.
### Exécution
- `timeout`
- Type: `int`
- Défaut: `120`
- Description: Délai d'attente du sandbox en secondes
- `user_id`
- Type: `int`
- Défaut: `1000`
- Description: ID utilisateur du sandbox
### Image du conteneur
- `base_container_image`
- Type: `str`
- Défaut: `"nikolaik/python-nodejs:python3.12-nodejs22"`
- Description: Image de conteneur à utiliser pour le sandbox
### Réseau
- `use_host_network`
- Type: `bool`
- Défaut: `false`
- Description: Utiliser le réseau de l'hôte
- `runtime_binding_address`
- Type: `str`
- Défaut: `0.0.0.0`
- Description: L'adresse de liaison pour les ports d'exécution. Elle spécifie quelle interface réseau sur la machine hôte Docker doit lier les ports d'exécution.
### Linting et Plugins
- `enable_auto_lint`
- Type: `bool`
- Défaut: `false`
- Description: Activer le linting automatique après l'édition
- `initialize_plugins`
- Type: `bool`
- Défaut: `true`
- Description: Si les plugins doivent être initialisés
### Dépendances et Environnement
- `runtime_extra_deps`
- Type: `str`
- Défaut: `""`
- Description: Dépendances supplémentaires à installer dans l'image d'exécution
- `runtime_startup_env_vars`
- Type: `dict`
- Défaut: `{}`
- Description: Variables d'environnement à définir au lancement de l'exécution
### Évaluation
- `browsergym_eval_env`
- Type: `str`
- Défaut: `""`
- Description: Environnement BrowserGym à utiliser pour l'évaluation
## Configuration de Sécurité
Les options de configuration de sécurité sont définies dans la section `[security]` du fichier `config.toml`.
Pour les utiliser avec la commande docker, passez `-e SECURITY

View File

@@ -0,0 +1,81 @@
# 💿 Comment Créer un Soutien Docker sur Mesure
Le sandbox par défaut OpenHands est équipé d'une configuration ubuntu minimaliste. Votre cas d'utilisation pourrait nécessiter des logiciels installés par défaut. Cet article vous enseignera comment réaliser cela en utilisant une image docker personnalisée.
## Configuration
Assurez-vous de pouvoir utiliser OpenHands en suivant la documentation [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
## Créer Votre Image Docker
Ensuite, vous devez créer votre image docker personnalisée qui doit être basée sur debian/ubuntu. Par exemple, si nous souhaitons que OpenHands ait accès au "node" binaire, nous utiliserions ce Dockerfile:
```bash
# Commencez avec l'image ubuntu la plus récente
FROM ubuntu:latest
# Effectuez les mises à jour nécessaires
RUN apt-get update && apt-get install
# Installez nodejs
RUN apt-get install -y nodejs
```
Ensuite, construisez votre image docker avec le nom de votre choix. Par exemple "image_personnalisée". Pour cela, créez un répertoire et placez le fichier à l'intérieur avec le nom "Dockerfile", puis dans le répertoire exécutez cette commande:
```bash
docker build -t image_personnalisée .
```
Cela produira une nouvelle image appelée ```image_personnalisée``` qui sera disponible dans Docker Engine.
> Remarque: Dans la configuration décrite ici, OpenHands va fonctionner en tant que utilisateur "openhands" à l'intérieur du sandbox et donc tous les packages installés via le Dockerfile seront disponibles pour tous les utilisateurs sur le système, pas seulement root.
>
> L'installation avec apt-get ci-dessus installe nodejs pour tous les utilisateurs.
## Spécifiez votre image personnalisée dans le fichier config.toml
La configuration OpenHands se fait via le fichier de niveau supérieur ```config.toml``` .
Créez un fichier ```config.toml``` dans le répertoire OpenHands et entrez ces contenus:
```toml
[core]
workspace_base="./workspace"
run_as_openhands=true
[sandbox]
base_container_image="image_personnalisée"
```
> Assurez-vous que ```base_container_image``` est défini sur le nom de votre image personnalisée précédente.
## Exécution
Exécutez OpenHands en exécutant ```make run``` dans le répertoire racine.
Naviguez vers ```localhost:3001``` et vérifiez si vos dépendances souhaitées sont disponibles.
Dans le cas de l'exemple ci-dessus, la commande ```node -v``` dans la console produit ```v18.19.1```
Félicitations !
## Explication technique
Veuillez consulter le [chapitre sur les images Docker personnalisées dans la documentation d'exécution](https://docs.all-hands.dev/fr/modules/usage/architecture/runtime) pour obtenir des explications plus détaillées.
## Dépannage / Erreurs
### Erreur: ```useradd: UID 1000 est non unique```
Si vous voyez cette erreur dans la sortie de la console, il s'agit du fait que OpenHands essaie de créer le utilisateur openhands dans le sandbox avec un ID d'utilisateur de 1000, cependant cet ID d'utilisateur est déjà utilisé dans l'image (pour une raison inconnue). Pour résoudre ce problème, changez la valeur du champ user_id dans le fichier config.toml en une valeur différente:
```toml
[core]
workspace_base="./workspace"
run_as_openhands=true
[sandbox]
base_container_image="image_personnalisée"
user_id="1001"
```
### Erreurs de port d'utilisation
Si vous voyez un message d'erreur indiquant que le port est utilisé ou indisponible, essayez de supprimer toutes les containers docker en cours d'exécution (exécutez `docker ps` et `docker rm` des containers concernés) puis ré-exécutez ```make run```

View File

@@ -0,0 +1,23 @@
# Personnalisation du dépôt
Vous pouvez personnaliser la façon dont OpenHands interagit avec votre dépôt en créant un
répertoire `.openhands` à la racine.
## Microagents
Les microagents vous permettent d'étendre les prompts d'OpenHands avec des informations spécifiques à votre projet et de définir comment OpenHands
doit fonctionner. Consultez [Vue d'ensemble des microagents](../prompting/microagents-overview) pour plus d'informations.
## Script de configuration
Vous pouvez ajouter un fichier `.openhands/setup.sh`, qui s'exécutera chaque fois qu'OpenHands commence à travailler avec votre dépôt.
C'est un emplacement idéal pour installer des dépendances, définir des variables d'environnement et effectuer d'autres tâches de configuration.
Par exemple :
```bash
#!/bin/bash
export MY_ENV_VAR="my value"
sudo apt-get update
sudo apt-get install -y lsof
cd frontend && npm install ; cd ..
```

View File

@@ -0,0 +1,38 @@
# ✅ Fournir des Commentaires
Lorsque vous utilisez OpenHands, vous rencontrerez des cas où les choses fonctionnent bien, et d'autres où ce n'est pas le cas. Nous vous encourageons à fournir des commentaires lorsque vous utilisez OpenHands pour aider à donner un retour à l'équipe de développement et, peut-être plus important encore, créer un corpus ouvert d'exemples d'entraînement pour les agents de codage -- Share-OpenHands!
## 📝 Comment Fournir des Commentaires
Fournir des commentaires est facile ! Lorsque vous utilisez OpenHands, vous pouvez appuyer sur le bouton pouce levé ou pouce baissé à tout moment pendant votre interaction. Il vous sera demandé de fournir votre adresse e-mail (par exemple, pour que nous puissions vous contacter si nous souhaitons poser des questions complémentaires), et vous pouvez choisir si vous souhaitez fournir des commentaires publiquement ou en privé.
<iframe width="560" height="315" src="https://www.youtube.com/embed/5rFx-StMVV0?si=svo7xzp6LhGK_GXr" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
## 📜 Utilisation des Données et Confidentialité
### Paramètres de partage des données
Lorsque vous soumettez des données, vous pouvez les soumettre soit publiquement, soit en privé.
- Les données **publiques** seront distribuées sous la licence MIT, comme OpenHands lui-même, et pourront être utilisées par la communauté pour entraîner et tester des modèles. Évidemment, les commentaires que vous pouvez rendre publics seront plus précieux pour la communauté dans son ensemble, donc lorsque vous ne traitez pas d'informations sensibles, nous vous encourageons à choisir cette option !
- Les données **privées** seront mises à la disposition de l'équipe OpenHands dans le but d'améliorer OpenHands. Cependant, un lien avec un identifiant unique sera toujours créé que vous pourrez partager publiquement avec d'autres.
### Qui collecte et stocke les données ?
Les données sont collectées et stockées par [All Hands AI](https://all-hands.dev), une entreprise fondée par les mainteneurs d'OpenHands pour soutenir et améliorer OpenHands.
### Comment les données publiques seront-elles publiées ?
Les données publiques seront publiées lorsque nous atteindrons des jalons fixes, tels que 1 000 exemples publics, 10 000 exemples publics, etc. À ce moment-là, nous suivrons le processus de publication suivant :
1. Toutes les personnes ayant contribué avec des commentaires publics recevront un e-mail décrivant la publication des données et auront la possibilité de se désinscrire.
2. La ou les personnes responsables de la publication des données effectueront un contrôle de qualité des données, supprimant les commentaires de faible qualité, supprimant les adresses e-mail des soumissionnaires et tentant de supprimer toute information sensible.
3. Les données seront publiées publiquement sous la licence MIT via des sites couramment utilisés tels que GitHub ou Hugging Face.
### Que faire si je souhaite que mes données soient supprimées ?
Pour les données sur les serveurs d'All Hands AI, nous sommes heureux de les supprimer sur demande :
**Une Seule Donnée :** Si vous souhaitez qu'une donnée soit supprimée, nous ajouterons prochainement un mécanisme pour supprimer des éléments de données en utilisant le lien et le mot de passe qui s'affichent sur l'interface lorsque vous soumettez des données.
**Toutes les Données :** Si vous souhaitez que toutes vos données soient supprimées, ou si vous ne disposez pas de l'identifiant et du mot de passe que vous avez reçus lors de la soumission des données, veuillez contacter `contact@all-hands.dev` depuis l'adresse e-mail que vous avez enregistrée lors de la soumission initiale des données.

View File

@@ -0,0 +1,99 @@
# Premiers pas avec OpenHands
Vous avez [exécuté OpenHands](./installation) et vous avez
[configuré votre LLM](./installation#setup). Et maintenant ?
OpenHands peut vous aider pour diverses tâches d'ingénierie. Cependant, la technologie est encore nouvelle, et nous sommes loin d'avoir
des agents capables de gérer des tâches complexes de manière autonome. Il est important de comprendre ce que l'agent fait bien et où il
a besoin de soutien.
## Hello World
Commencez par un simple exemple "hello world". Cela pourrait être plus délicat qu'il n'y paraît !
Demandez à l'agent :
> Écrivez un script bash hello.sh qui affiche "hello world!"
L'agent écrira le script, définira les permissions correctes et l'exécutera pour vérifier la sortie.
Vous pouvez continuer à demander à l'agent d'affiner votre code. C'est une excellente façon de
travailler avec les agents. Commencez simplement, puis itérez.
> Modifiez hello.sh pour qu'il accepte un nom comme premier argument, mais utilise "world" par défaut
Vous pouvez également utiliser n'importe quel langage dont vous avez besoin. L'agent peut avoir besoin de temps pour configurer l'environnement.
> Veuillez convertir hello.sh en script Ruby, et exécutez-le
## Construire à partir de zéro
Les agents excellent dans les tâches "greenfield", où ils n'ont pas besoin de contexte sur le code existant et
peuvent partir de zéro.
Commencez par une tâche simple et itérez à partir de là. Soyez précis sur ce que vous voulez et la pile technologique.
Par exemple, nous pourrions construire une application TODO :
> Construisez une application TODO frontend uniquement en React. Tout l'état doit être stocké dans localStorage.
Une fois la structure de base en place, continuez à affiner :
> Permettez d'ajouter une date d'échéance optionnelle à chaque tâche.
Comme pour le développement normal, committez et poussez votre code souvent.
De cette façon, vous pouvez toujours revenir à un état antérieur si l'agent s'égare.
Vous pouvez demander à l'agent de committer et pousser pour vous :
> Committez les changements et poussez-les vers une nouvelle branche appelée "feature/due-dates"
## Ajouter du nouveau code
OpenHands est excellent pour ajouter du nouveau code à une base de code existante.
Par exemple, vous pouvez demander à OpenHands d'ajouter une action GitHub qui vérifie votre code. Il pourrait vérifier votre base de code pour
déterminer le langage, puis créer un nouveau fichier dans `./github/workflows/lint.yml`.
> Ajoutez une action GitHub qui vérifie le code dans ce dépôt.
Certaines tâches nécessitent plus de contexte. Bien qu'OpenHands puisse utiliser des commandes comme ls et grep pour rechercher, fournir du contexte dès le départ
accélère les choses et réduit l'utilisation de tokens.
> Modifiez ./backend/api/routes.js pour ajouter une nouvelle route qui renvoie une liste de toutes les tâches.
> Ajoutez un nouveau composant React au répertoire ./frontend/components pour afficher une liste de Widgets.
> Il devrait utiliser le composant Widget existant.
## Refactoring
OpenHands est très efficace pour refactoriser du code en petits morceaux. Plutôt que de réarchitecturer l'ensemble de la base de code,
il est plus efficace de décomposer les fichiers et fonctions longs ou de renommer des variables.
> Renommez toutes les variables à une seule lettre dans ./app.go.
> Divisez la fonction `build_and_deploy_widgets` en deux fonctions, `build_widgets` et `deploy_widgets` dans widget.php.
> Décomposez ./api/routes.js en fichiers séparés pour chaque route.
## Corrections de bugs
OpenHands peut aider à traquer et corriger des bugs, mais la correction de bugs peut être délicate et nécessite souvent plus de contexte.
C'est utile si vous avez déjà diagnostiqué le problème et avez juste besoin qu'OpenHands gère la logique.
> Le champ email dans le point de terminaison `/subscribe` rejette les domaines .io. Corrigez cela.
> La fonction `search_widgets` dans ./app.py effectue une recherche sensible à la casse. Rendez-la insensible à la casse.
Pour la correction de bugs, le développement piloté par les tests peut être vraiment utile. Vous pouvez demander à l'agent d'écrire un nouveau test et d'itérer
jusqu'à ce que le bug soit corrigé :
> La fonction `hello` plante sur une chaîne vide. Écrivez un test qui reproduit ce bug, puis corrigez le code pour qu'il passe.
## Plus
OpenHands peut vous aider pour presque n'importe quelle tâche de codage, mais il faut un peu de pratique pour obtenir les meilleurs résultats.
Gardez ces conseils à l'esprit :
* Gardez vos tâches petites.
* Soyez précis.
* Fournissez beaucoup de contexte.
* Committez et poussez fréquemment.
Consultez [Meilleures pratiques de prompt](./prompting/prompting-best-practices) pour plus de conseils sur la façon de tirer le meilleur parti d'OpenHands.

View File

@@ -0,0 +1,55 @@
# Mode CLI
OpenHands peut être exécuté en mode CLI interactif, ce qui permet aux utilisateurs de démarrer une session interactive via la ligne de commande.
Ce mode est différent du [mode headless](headless-mode), qui est non interactif et mieux adapté aux scripts.
## Avec Python
Pour démarrer une session interactive OpenHands via la ligne de commande :
1. Assurez-vous d'avoir suivi les [instructions de configuration pour le développement](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
2. Exécutez la commande suivante :
```bash
poetry run python -m openhands.core.cli
```
Cette commande lancera une session interactive où vous pourrez saisir des tâches et recevoir des réponses d'OpenHands.
Vous devrez vous assurer de définir votre modèle, clé API et autres paramètres via des variables d'environnement
[ou le fichier `config.toml`](https://github.com/All-Hands-AI/OpenHands/blob/main/config.template.toml).
## Avec Docker
Pour exécuter OpenHands en mode CLI avec Docker :
1. Définissez les variables d'environnement suivantes dans votre terminal :
- `SANDBOX_VOLUMES` pour spécifier le répertoire auquel vous souhaitez qu'OpenHands accède (Ex : `export SANDBOX_VOLUMES=$(pwd)/workspace:/workspace:rw`).
- L'agent travaille dans `/workspace` par défaut, donc montez votre répertoire de projet à cet emplacement si vous souhaitez que l'agent modifie des fichiers.
- Pour les données en lecture seule, utilisez un chemin de montage différent (Ex : `export SANDBOX_VOLUMES=$(pwd)/workspace:/workspace:rw,/path/to/large/dataset:/data:ro`).
- `LLM_MODEL` pour le modèle à utiliser (Ex : `export LLM_MODEL="anthropic/claude-3-5-sonnet-20241022"`).
- `LLM_API_KEY` pour la clé API (Ex : `export LLM_API_KEY="sk_test_12345"`).
2. Exécutez la commande Docker suivante :
```bash
docker run -it \
--pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.37-nikolaik \
-e SANDBOX_USER_ID=$(id -u) \
-e SANDBOX_VOLUMES=$SANDBOX_VOLUMES \
-e LLM_API_KEY=$LLM_API_KEY \
-e LLM_MODEL=$LLM_MODEL \
-v /var/run/docker.sock:/var/run/docker.sock \
-v ~/.openhands-state:/.openhands-state \
--add-host host.docker.internal:host-gateway \
--name openhands-app-$(date +%Y%m%d%H%M%S) \
docker.all-hands.dev/all-hands-ai/openhands:0.37 \
python -m openhands.core.cli
```
Cette commande lancera une session interactive dans Docker où vous pourrez saisir des tâches et recevoir des réponses d'OpenHands.
Le paramètre `-e SANDBOX_USER_ID=$(id -u)` est transmis à la commande Docker pour s'assurer que l'utilisateur du sandbox correspond aux permissions de l'utilisateur hôte. Cela empêche l'agent de créer des fichiers appartenant à root dans l'espace de travail monté.

View File

@@ -0,0 +1,95 @@
# Sandbox personnalisé
:::note
Ce guide est destiné aux utilisateurs qui souhaitent utiliser leur propre image Docker personnalisée pour l'environnement d'exécution. Par exemple, avec certains outils ou langages de programmation préinstallés.
:::
Le sandbox est l'endroit où l'agent effectue ses tâches. Au lieu d'exécuter des commandes directement sur votre ordinateur (ce qui pourrait être risqué), l'agent les exécute à l'intérieur d'un conteneur Docker.
Le sandbox OpenHands par défaut (`python-nodejs:python3.12-nodejs22` de [nikolaik/python-nodejs](https://hub.docker.com/r/nikolaik/python-nodejs)) est livré avec certains packages installés comme python et Node.js, mais peut nécessiter d'autres logiciels installés par défaut.
Vous avez deux options pour la personnalisation :
- Utiliser une image existante avec les logiciels requis.
- Créer votre propre image Docker personnalisée.
Si vous choisissez la première option, vous pouvez ignorer la section `Créer votre image Docker`.
## Créer votre image Docker
Pour créer une image Docker personnalisée, elle doit être basée sur Debian.
Par exemple, si vous voulez qu'OpenHands ait `ruby` installé, vous pourriez créer un `Dockerfile` avec le contenu suivant :
```dockerfile
FROM nikolaik/python-nodejs:python3.12-nodejs22
# Install required packages
RUN apt-get update && apt-get install -y ruby
```
Ou vous pourriez utiliser une image de base spécifique à Ruby :
```dockerfile
FROM ruby:latest
```
Enregistrez ce fichier dans un dossier. Ensuite, construisez votre image Docker (par exemple, nommée custom-image) en naviguant vers le dossier dans le terminal et en exécutant :
```bash
docker build -t custom-image .
```
Cela produira une nouvelle image appelée `custom-image`, qui sera disponible dans Docker.
## Utilisation de la commande Docker
Lorsque vous exécutez OpenHands en utilisant [la commande docker](/modules/usage/installation#start-the-app), remplacez `-e SANDBOX_RUNTIME_CONTAINER_IMAGE=...` par `-e SANDBOX_BASE_CONTAINER_IMAGE=<nom de l'image personnalisée>` :
```commandline
docker run -it --rm --pull=always \
-e SANDBOX_BASE_CONTAINER_IMAGE=custom-image \
...
```
## Utilisation du flux de travail de développement
### Configuration
Tout d'abord, assurez-vous de pouvoir exécuter OpenHands en suivant les instructions dans [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
### Spécifier l'image de base du Sandbox
Dans le fichier `config.toml` du répertoire OpenHands, définissez `base_container_image` sur l'image que vous souhaitez utiliser. Il peut s'agir d'une image que vous avez déjà téléchargée ou que vous avez construite :
```bash
[core]
...
[sandbox]
base_container_image="custom-image"
```
### Options de configuration supplémentaires
Le fichier `config.toml` prend en charge plusieurs autres options pour personnaliser votre sandbox :
```toml
[core]
# Install additional dependencies when the runtime is built
# Can contain any valid shell commands
# If you need the path to the Python interpreter in any of these commands, you can use the $OH_INTERPRETER_PATH variable
runtime_extra_deps = """
pip install numpy pandas
apt-get update && apt-get install -y ffmpeg
"""
# Set environment variables for the runtime
# Useful for configuration that needs to be available at runtime
runtime_startup_env_vars = { DATABASE_URL = "postgresql://user:pass@localhost/db" }
# Specify platform for multi-architecture builds (e.g., "linux/amd64" or "linux/arm64")
platform = "linux/amd64"
```
### Exécution
Exécutez OpenHands en lançant ```make run``` dans le répertoire principal.

View File

@@ -0,0 +1,71 @@
# Débogage
Ce qui suit est destiné à servir d'introduction au débogage d'OpenHands à des fins de développement.
## Serveur / VSCode
Le fichier `launch.json` suivant permettra de déboguer les éléments de l'agent, du contrôleur et du serveur, mais pas le bac à sable (qui s'exécute dans Docker). Il ignorera tous les changements dans le répertoire `workspace/` :
```
{
"version": "0.2.0",
"configurations": [
{
"name": "OpenHands CLI",
"type": "debugpy",
"request": "launch",
"module": "openhands.core.cli",
"justMyCode": false
},
{
"name": "OpenHands WebApp",
"type": "debugpy",
"request": "launch",
"module": "uvicorn",
"args": [
"openhands.server.listen:app",
"--reload",
"--reload-exclude",
"${workspaceFolder}/workspace",
"--port",
"3000"
],
"justMyCode": false
}
]
}
```
Des configurations de débogage plus spécifiques qui incluent davantage de paramètres peuvent être spécifiées :
```
...
{
"name": "Debug CodeAct",
"type": "debugpy",
"request": "launch",
"module": "openhands.core.main",
"args": [
"-t",
"Ask me what your task is.",
"-d",
"${workspaceFolder}/workspace",
"-c",
"CodeActAgent",
"-l",
"llm.o1",
"-n",
"prompts"
],
"justMyCode": false
}
...
```
Les valeurs dans l'extrait ci-dessus peuvent être mises à jour de sorte que :
* *t* : la tâche
* *d* : le répertoire de travail openhands
* *c* : l'agent
* *l* : la configuration LLM (prédéfinie dans config.toml)
* *n* : nom de session (par exemple, nom d'eventstream)

View File

@@ -0,0 +1,74 @@
---
sidebar_position: 9
---
# Aperçu du développement
Ce guide fournit un aperçu des principales ressources de documentation disponibles dans le dépôt OpenHands. Que vous souhaitiez contribuer, comprendre l'architecture ou travailler sur des composants spécifiques, ces ressources vous aideront à naviguer efficacement dans le code.
## Documentation principale
### Fondamentaux du projet
- **Aperçu principal du projet** (`/README.md`)
Le point d'entrée principal pour comprendre OpenHands, y compris les fonctionnalités et les instructions de configuration de base.
- **Guide de développement** (`/Development.md`)
Guide complet pour les développeurs travaillant sur OpenHands, incluant la configuration, les exigences et les flux de travail de développement.
- **Directives de contribution** (`/CONTRIBUTING.md`)
Informations essentielles pour les contributeurs, couvrant le style de code, le processus de PR et les flux de travail de contribution.
### Documentation des composants
#### Frontend
- **Application Frontend** (`/frontend/README.md`)
Guide complet pour configurer et développer l'application frontend basée sur React.
#### Backend
- **Implémentation Backend** (`/openhands/README.md`)
Documentation détaillée de l'implémentation et de l'architecture du backend Python.
- **Documentation du serveur** (`/openhands/server/README.md`)
Détails d'implémentation du serveur, documentation API et architecture des services.
- **Environnement d'exécution** (`/openhands/runtime/README.md`)
Documentation couvrant l'environnement d'exécution, le modèle d'exécution et les configurations d'exécution.
#### Infrastructure
- **Documentation des conteneurs** (`/containers/README.md`)
Informations complètes sur les conteneurs Docker, les stratégies de déploiement et la gestion des conteneurs.
### Tests et évaluation
- **Guide des tests unitaires** (`/tests/unit/README.md`)
Instructions pour écrire, exécuter et maintenir les tests unitaires.
- **Cadre d'évaluation** (`/evaluation/README.md`)
Documentation du cadre d'évaluation, des benchmarks et des tests de performance.
### Fonctionnalités avancées
- **Architecture des microagents** (`/microagents/README.md`)
Informations détaillées sur l'architecture des microagents, leur implémentation et leur utilisation.
### Normes de documentation
- **Guide de style de documentation** (`/docs/DOC_STYLE_GUIDE.md`)
Normes et directives pour la rédaction et la maintenance de la documentation du projet.
## Débuter avec le développement
Si vous débutez dans le développement avec OpenHands, nous vous recommandons de suivre cette séquence :
1. Commencez par le `README.md` principal pour comprendre l'objectif et les fonctionnalités du projet
2. Consultez les directives de `CONTRIBUTING.md` si vous prévoyez de contribuer
3. Suivez les instructions de configuration dans `Development.md`
4. Plongez dans la documentation spécifique des composants selon votre domaine d'intérêt :
- Les développeurs frontend devraient se concentrer sur `/frontend/README.md`
- Les développeurs backend devraient commencer par `/openhands/README.md`
- Le travail d'infrastructure devrait commencer par `/containers/README.md`
## Mises à jour de la documentation
Lorsque vous apportez des modifications au code, veuillez vous assurer que :
1. La documentation pertinente est mise à jour pour refléter vos changements
2. Les nouvelles fonctionnalités sont documentées dans les fichiers README appropriés
3. Tout changement d'API est reflété dans la documentation du serveur
4. La documentation suit le guide de style dans `/docs/DOC_STYLE_GUIDE.md`

View File

@@ -0,0 +1,278 @@
# Évaluation
Ce guide fournit un aperçu de la façon d'intégrer votre propre benchmark d'évaluation dans le framework OpenHands.
## Configuration de l'environnement et configuration du LLM
Veuillez suivre les instructions [ici](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md) pour configurer votre environnement de développement local.
OpenHands en mode développement utilise `config.toml` pour suivre la plupart des configurations.
Voici un exemple de fichier de configuration que vous pouvez utiliser pour définir et utiliser plusieurs LLM :
```toml
[llm]
# IMPORTANT: ajoutez votre clé API ici et définissez le modèle que vous souhaitez évaluer
model = "claude-3-5-sonnet-20241022"
api_key = "sk-XXX"
[llm.eval_gpt4_1106_preview_llm]
model = "gpt-4-1106-preview"
api_key = "XXX"
temperature = 0.0
[llm.eval_some_openai_compatible_model_llm]
model = "openai/MODEL_NAME"
base_url = "https://OPENAI_COMPATIBLE_URL/v1"
api_key = "XXX"
temperature = 0.0
```
## Comment utiliser OpenHands en ligne de commande
OpenHands peut être exécuté depuis la ligne de commande en utilisant le format suivant :
```bash
poetry run python ./openhands/core/main.py \
-i <max_iterations> \
-t "<task_description>" \
-c <agent_class> \
-l <llm_config>
```
Par exemple :
```bash
poetry run python ./openhands/core/main.py \
-i 10 \
-t "Write me a bash script that prints hello world." \
-c CodeActAgent \
-l llm
```
Cette commande exécute OpenHands avec :
- Un maximum de 10 itérations
- La description de tâche spécifiée
- Utilisant le CodeActAgent
- Avec la configuration LLM définie dans la section `llm` de votre fichier `config.toml`
## Comment fonctionne OpenHands
Le point d'entrée principal d'OpenHands se trouve dans `openhands/core/main.py`. Voici un flux simplifié de son fonctionnement :
1. Analyser les arguments de ligne de commande et charger la configuration
2. Créer un environnement d'exécution en utilisant `create_runtime()`
3. Initialiser l'agent spécifié
4. Exécuter le contrôleur en utilisant `run_controller()`, qui :
- Attache le runtime à l'agent
- Exécute la tâche de l'agent
- Renvoie un état final une fois terminé
La fonction `run_controller()` est le cœur de l'exécution d'OpenHands. Elle gère l'interaction entre l'agent, le runtime et la tâche, en gérant des éléments comme la simulation d'entrée utilisateur et le traitement des événements.
## Façon la plus simple de commencer : Explorer les benchmarks existants
Nous vous encourageons à examiner les différents benchmarks d'évaluation disponibles dans le [répertoire `evaluation/benchmarks/`](https://github.com/All-Hands-AI/OpenHands/blob/main/evaluation/benchmarks) de notre dépôt.
Pour intégrer votre propre benchmark, nous vous suggérons de commencer par celui qui ressemble le plus à vos besoins. Cette approche peut considérablement simplifier votre processus d'intégration, vous permettant de vous appuyer sur des structures existantes et de les adapter à vos exigences spécifiques.
## Comment créer un workflow d'évaluation
Pour créer un workflow d'évaluation pour votre benchmark, suivez ces étapes :
1. Importez les utilitaires OpenHands pertinents :
```python
import openhands.agenthub
from evaluation.utils.shared import (
EvalMetadata,
EvalOutput,
make_metadata,
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
)
from openhands.controller.state.state import State
from openhands.core.config import (
AppConfig,
SandboxConfig,
get_llm_config_arg,
parse_arguments,
)
from openhands.core.logger import openhands_logger as logger
from openhands.core.main import create_runtime, run_controller
from openhands.events.action import CmdRunAction
from openhands.events.observation import CmdOutputObservation, ErrorObservation
from openhands.runtime.runtime import Runtime
```
2. Créez une configuration :
```python
def get_config(instance: pd.Series, metadata: EvalMetadata) -> AppConfig:
config = AppConfig(
default_agent=metadata.agent_class,
runtime='docker',
max_iterations=metadata.max_iterations,
sandbox=SandboxConfig(
base_container_image='your_container_image',
enable_auto_lint=True,
timeout=300,
),
)
config.set_llm_config(metadata.llm_config)
return config
```
3. Initialisez le runtime et configurez l'environnement d'évaluation :
```python
def initialize_runtime(runtime: Runtime, instance: pd.Series):
# Configurez votre environnement d'évaluation ici
# Par exemple, définir des variables d'environnement, préparer des fichiers, etc.
pass
```
4. Créez une fonction pour traiter chaque instance :
```python
from openhands.utils.async_utils import call_async_from_sync
def process_instance(instance: pd.Series, metadata: EvalMetadata) -> EvalOutput:
config = get_config(instance, metadata)
runtime = create_runtime(config)
call_async_from_sync(runtime.connect)
initialize_runtime(runtime, instance)
instruction = get_instruction(instance, metadata)
state = run_controller(
config=config,
task_str=instruction,
runtime=runtime,
fake_user_response_fn=your_user_response_function,
)
# Évaluez les actions de l'agent
evaluation_result = await evaluate_agent_actions(runtime, instance)
return EvalOutput(
instance_id=instance.instance_id,
instruction=instruction,
test_result=evaluation_result,
metadata=metadata,
history=compatibility_for_eval_history_pairs(state.history),
metrics=state.metrics.get() if state.metrics else None,
error=state.last_error if state and state.last_error else None,
)
```
5. Exécutez l'évaluation :
```python
metadata = make_metadata(llm_config, dataset_name, agent_class, max_iterations, eval_note, eval_output_dir)
output_file = os.path.join(metadata.eval_output_dir, 'output.jsonl')
instances = prepare_dataset(your_dataset, output_file, eval_n_limit)
await run_evaluation(
instances,
metadata,
output_file,
num_workers,
process_instance
)
```
Ce workflow configure la configuration, initialise l'environnement d'exécution, traite chaque instance en exécutant l'agent et en évaluant ses actions, puis collecte les résultats dans un objet `EvalOutput`. La fonction `run_evaluation` gère la parallélisation et le suivi de la progression.
N'oubliez pas de personnaliser les fonctions `get_instruction`, `your_user_response_function` et `evaluate_agent_actions` selon les exigences spécifiques de votre benchmark.
En suivant cette structure, vous pouvez créer un workflow d'évaluation robuste pour votre benchmark dans le framework OpenHands.
## Comprendre la fonction `user_response_fn`
La fonction `user_response_fn` est un composant crucial dans le workflow d'évaluation d'OpenHands. Elle simule l'interaction utilisateur avec l'agent, permettant des réponses automatisées pendant le processus d'évaluation. Cette fonction est particulièrement utile lorsque vous souhaitez fournir des réponses cohérentes et prédéfinies aux requêtes ou actions de l'agent.
### Workflow et interaction
Le workflow correct pour gérer les actions et la fonction `user_response_fn` est le suivant :
1. L'agent reçoit une tâche et commence à la traiter
2. L'agent émet une Action
3. Si l'Action est exécutable (par exemple, CmdRunAction, IPythonRunCellAction) :
- Le Runtime traite l'Action
- Le Runtime renvoie une Observation
4. Si l'Action n'est pas exécutable (généralement une MessageAction) :
- La fonction `user_response_fn` est appelée
- Elle renvoie une réponse utilisateur simulée
5. L'agent reçoit soit l'Observation, soit la réponse simulée
6. Les étapes 2 à 5 se répètent jusqu'à ce que la tâche soit terminée ou que le nombre maximum d'itérations soit atteint
Voici une représentation visuelle plus précise :
```
[Agent]
|
v
[Émet Action]
|
v
[L'Action est-elle exécutable ?]
/ \
Oui Non
| |
v v
[Runtime] [user_response_fn]
| |
v v
[Renvoie Observation] [Réponse simulée]
\ /
\ /
v v
[L'agent reçoit le feedback]
|
v
[Continue ou termine la tâche]
```
Dans ce workflow :
- Les actions exécutables (comme l'exécution de commandes ou de code) sont gérées directement par le Runtime
- Les actions non exécutables (généralement lorsque l'agent veut communiquer ou demander des clarifications) sont gérées par la fonction `user_response_fn`
- L'agent traite ensuite le feedback, qu'il s'agisse d'une Observation du Runtime ou d'une réponse simulée de la fonction `user_response_fn`
Cette approche permet une gestion automatisée des actions concrètes et des interactions utilisateur simulées, ce qui la rend adaptée aux scénarios d'évaluation où vous souhaitez tester la capacité de l'agent à accomplir des tâches avec une intervention humaine minimale.
### Exemple d'implémentation
Voici un exemple de fonction `user_response_fn` utilisée dans l'évaluation SWE-Bench :
```python
def codeact_user_response(state: State | None) -> str:
msg = (
'Please continue working on the task on whatever approach you think is suitable.\n'
'If you think you have solved the task, please first send your answer to user through message and then <execute_bash> exit </execute_bash>.\n'
'IMPORTANT: YOU SHOULD NEVER ASK FOR HUMAN HELP.\n'
)
if state and state.history:
# check if the agent has tried to talk to the user 3 times, if so, let the agent know it can give up
user_msgs = [
event
for event in state.history
if isinstance(event, MessageAction) and event.source == 'user'
]
if len(user_msgs) >= 2:
# let the agent know that it can give up when it has tried 3 times
return (
msg
+ 'If you want to give up, run: <execute_bash> exit </execute_bash>.\n'
)
return msg
```
Cette fonction fait ce qui suit :
1. Fournit un message standard encourageant l'agent à continuer à travailler
2. Vérifie combien de fois l'agent a tenté de communiquer avec l'utilisateur
3. Si l'agent a fait plusieurs tentatives, elle lui fournit une option pour abandonner
En utilisant cette fonction, vous pouvez assurer un comportement cohérent à travers plusieurs séries d'évaluations et empêcher l'agent de rester bloqué en attendant une entrée humaine.

View File

@@ -0,0 +1,51 @@
# Utilisation de l'Action GitHub OpenHands
Ce guide explique comment utiliser l'Action GitHub OpenHands dans vos propres projets.
## Utilisation de l'Action dans le Dépôt OpenHands
Pour utiliser l'Action GitHub OpenHands dans un dépôt, vous pouvez :
1. Créer une issue dans le dépôt.
2. Ajouter l'étiquette `fix-me` à l'issue ou laisser un commentaire sur l'issue commençant par `@openhands-agent`.
L'action se déclenchera automatiquement et tentera de résoudre l'issue.
## Installation de l'Action dans un Nouveau Dépôt
Pour installer l'Action GitHub OpenHands dans votre propre dépôt, suivez
le [README du Résolveur OpenHands](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/resolver/README.md).
## Conseils d'Utilisation
### Résolution itérative
1. Créez une issue dans le dépôt.
2. Ajoutez l'étiquette `fix-me` à l'issue, ou laissez un commentaire commençant par `@openhands-agent`.
3. Examinez la tentative de résolution de l'issue en vérifiant la pull request.
4. Donnez votre feedback via des commentaires généraux, des commentaires de révision ou des commentaires en ligne.
5. Ajoutez l'étiquette `fix-me` à la pull request, ou répondez à un commentaire spécifique en commençant par `@openhands-agent`.
### Étiquette versus Macro
- Étiquette (`fix-me`) : Demande à OpenHands de traiter **l'ensemble** de l'issue ou de la pull request.
- Macro (`@openhands-agent`) : Demande à OpenHands de considérer uniquement la description de l'issue/pull request et **le commentaire spécifique**.
## Paramètres Avancés
### Ajouter des paramètres personnalisés au dépôt
Vous pouvez fournir des instructions personnalisées pour OpenHands en suivant le [README du résolveur](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/resolver/README.md#providing-custom-instructions).
### Configurations personnalisées
Le résolveur GitHub vérifiera automatiquement les [secrets du dépôt](https://docs.github.com/en/actions/security-for-github-actions/security-guides/using-secrets-in-github-actions?tool=webui#creating-secrets-for-a-repository) valides ou les [variables du dépôt](https://docs.github.com/en/actions/writing-workflows/choosing-what-your-workflow-does/store-information-in-variables#creating-configuration-variables-for-a-repository) pour personnaliser son comportement.
Les options de personnalisation que vous pouvez définir sont :
| **Nom de l'attribut** | **Type** | **Objectif** | **Exemple** |
| -------------------------------- | -------- | --------------------------------------------------------------------------------------------------- | -------------------------------------------------- |
| `LLM_MODEL` | Variable | Définir le LLM à utiliser avec OpenHands | `LLM_MODEL="anthropic/claude-3-5-sonnet-20241022"` |
| `OPENHANDS_MAX_ITER` | Variable | Définir la limite maximale d'itérations de l'agent | `OPENHANDS_MAX_ITER=10` |
| `OPENHANDS_MACRO` | Variable | Personnaliser la macro par défaut pour invoquer le résolveur | `OPENHANDS_MACRO=@resolveit` |
| `OPENHANDS_BASE_CONTAINER_IMAGE` | Variable | Sandbox personnalisé ([en savoir plus](https://docs.all-hands.dev/modules/usage/how-to/custom-sandbox-guide)) | `OPENHANDS_BASE_CONTAINER_IMAGE="custom_image"` |
| `TARGET_BRANCH` | Variable | Fusionner vers une branche autre que `main` | `TARGET_BRANCH="dev"` |

View File

@@ -0,0 +1,142 @@
# Mode GUI
OpenHands fournit un mode d'Interface Graphique Utilisateur (GUI) pour interagir avec l'assistant IA.
## Installation et Configuration
1. Suivez les instructions d'installation pour installer OpenHands.
2. Après avoir exécuté la commande, accédez à OpenHands à [http://localhost:3000](http://localhost:3000).
## Interagir avec l'interface graphique
### Configuration initiale
1. Lors du premier lancement, vous verrez une fenêtre de paramètres.
2. Sélectionnez un `Fournisseur LLM` et un `Modèle LLM` dans les menus déroulants. Si le modèle requis n'existe pas dans la liste,
sélectionnez `voir les paramètres avancés`. Ensuite, activez les options `Avancées` et saisissez-le avec le préfixe correct dans la
zone de texte `Modèle personnalisé`.
3. Entrez la `Clé API` correspondante pour le fournisseur choisi.
4. Cliquez sur `Enregistrer les modifications` pour appliquer les paramètres.
### Jetons de contrôle de version
OpenHands prend en charge plusieurs fournisseurs de contrôle de version. Vous pouvez configurer des jetons pour plusieurs fournisseurs simultanément.
#### Configuration du jeton GitHub
OpenHands exporte automatiquement un `GITHUB_TOKEN` vers l'environnement shell s'il est fourni :
<details>
<summary>Configuration d'un jeton GitHub</summary>
1. **Générer un jeton d'accès personnel (PAT)** :
- Sur GitHub, allez dans Paramètres > Paramètres développeur > Jetons d'accès personnels > Jetons (classique).
- **Nouveau jeton (classique)**
- Portées requises :
- `repo` (Contrôle complet des dépôts privés)
- **Jetons à portée précise**
- Tous les dépôts (Vous pouvez sélectionner des dépôts spécifiques, mais cela affectera les résultats de recherche)
- Autorisations minimales (Sélectionnez `Meta Data = Lecture seule` pour la recherche, `Pull Requests = Lecture et écriture` et `Content = Lecture et écriture` pour la création de branches)
2. **Entrer le jeton dans OpenHands** :
- Cliquez sur le bouton Paramètres (icône d'engrenage).
- Collez votre jeton dans le champ `Jeton GitHub`.
- Cliquez sur `Enregistrer` pour appliquer les modifications.
</details>
<details>
<summary>Politiques de jetons organisationnels</summary>
Si vous travaillez avec des dépôts organisationnels, une configuration supplémentaire peut être nécessaire :
1. **Vérifier les exigences de l'organisation** :
- Les administrateurs de l'organisation peuvent imposer des politiques de jetons spécifiques.
- Certaines organisations exigent que les jetons soient créés avec SSO activé.
- Consultez les [paramètres de politique de jetons](https://docs.github.com/en/organizations/managing-programmatic-access-to-your-organization/setting-a-personal-access-token-policy-for-your-organization) de votre organisation.
2. **Vérifier l'accès à l'organisation** :
- Accédez à vos paramètres de jeton sur GitHub.
- Recherchez l'organisation sous `Accès à l'organisation`.
- Si nécessaire, cliquez sur `Activer SSO` à côté de votre organisation.
- Complétez le processus d'autorisation SSO.
</details>
<details>
<summary>Dépannage</summary>
Problèmes courants et solutions :
- **Jeton non reconnu** :
- Assurez-vous que le jeton est correctement enregistré dans les paramètres.
- Vérifiez que le jeton n'a pas expiré.
- Vérifiez que le jeton dispose des portées requises.
- Essayez de régénérer le jeton.
- **Accès à l'organisation refusé** :
- Vérifiez si SSO est requis mais non activé.
- Vérifiez l'appartenance à l'organisation.
- Contactez l'administrateur de l'organisation si les politiques de jetons bloquent l'accès.
- **Vérification du fonctionnement du jeton** :
- L'application affichera une coche verte si le jeton est valide.
- Essayez d'accéder à un dépôt pour confirmer les autorisations.
- Vérifiez la console du navigateur pour tout message d'erreur.
</details>
#### Configuration du jeton GitLab
OpenHands exporte automatiquement un `GITLAB_TOKEN` vers l'environnement shell s'il est fourni :
<details>
<summary>Configuration d'un jeton GitLab</summary>
1. **Générer un jeton d'accès personnel (PAT)** :
- Sur GitLab, allez dans Paramètres utilisateur > Jetons d'accès.
- Créez un nouveau jeton avec les portées suivantes :
- `api` (Accès API)
- `read_user` (Lire les informations utilisateur)
- `read_repository` (Lire le dépôt)
- `write_repository` (Écrire dans le dépôt)
- Définissez une date d'expiration ou laissez-la vide pour un jeton sans expiration.
2. **Entrer le jeton dans OpenHands** :
- Cliquez sur le bouton Paramètres (icône d'engrenage).
- Collez votre jeton dans le champ `Jeton GitLab`.
- Entrez l'URL de votre instance GitLab si vous utilisez GitLab auto-hébergé.
- Cliquez sur `Enregistrer` pour appliquer les modifications.
</details>
<details>
<summary>Dépannage</summary>
Problèmes courants et solutions :
- **Jeton non reconnu** :
- Assurez-vous que le jeton est correctement enregistré dans les paramètres.
- Vérifiez que le jeton n'a pas expiré.
- Vérifiez que le jeton dispose des portées requises.
- Pour les instances auto-hébergées, vérifiez l'URL correcte de l'instance.
- **Accès refusé** :
- Vérifiez les autorisations d'accès au projet.
- Vérifiez si le jeton dispose des portées nécessaires.
- Pour les dépôts de groupe/organisation, assurez-vous d'avoir un accès approprié.
</details>
### Paramètres avancés
1. Dans la page Paramètres, activez les options `Avancées` pour accéder aux paramètres supplémentaires.
2. Utilisez la zone de texte `Modèle personnalisé` pour saisir manuellement un modèle s'il n'est pas dans la liste.
3. Spécifiez une `URL de base` si requis par votre fournisseur LLM.
### Interagir avec l'IA
1. Tapez votre requête dans la zone de saisie.
2. Cliquez sur le bouton d'envoi ou appuyez sur Entrée pour soumettre votre message.
3. L'IA traitera votre saisie et fournira une réponse dans la fenêtre de discussion.
4. Vous pouvez poursuivre la conversation en posant des questions complémentaires ou en fournissant des informations supplémentaires.
## Conseils pour une utilisation efficace
- Soyez précis dans vos demandes pour obtenir les réponses les plus précises et utiles, comme décrit dans les [meilleures pratiques de prompt](../prompting/prompting-best-practices).
- Utilisez l'un des modèles recommandés, comme décrit dans la [section LLMs](usage/llms/llms.md).
N'oubliez pas que le mode GUI d'OpenHands est conçu pour rendre votre interaction avec l'assistant IA aussi fluide et intuitive
que possible. N'hésitez pas à explorer ses fonctionnalités pour maximiser votre productivité.

View File

@@ -0,0 +1,59 @@
# Mode Headless
Vous pouvez exécuter OpenHands avec une seule commande, sans démarrer l'application web.
Cela facilite l'écriture de scripts et l'automatisation des tâches avec OpenHands.
C'est différent du [Mode CLI](cli-mode), qui est interactif et plus adapté au développement actif.
## Avec Python
Pour exécuter OpenHands en mode headless avec Python :
1. Assurez-vous d'avoir suivi les [instructions de configuration pour le développement](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
2. Exécutez la commande suivante :
```bash
poetry run python -m openhands.core.main -t "write a bash script that prints hi"
```
Vous devrez vous assurer de définir votre modèle, clé API et autres paramètres via des variables d'environnement
[ou le fichier `config.toml`](https://github.com/All-Hands-AI/OpenHands/blob/main/config.template.toml).
## Avec Docker
Pour exécuter OpenHands en mode Headless avec Docker :
1. Définissez les variables d'environnement suivantes dans votre terminal :
- `SANDBOX_VOLUMES` pour spécifier le répertoire auquel OpenHands doit accéder (Ex : `export SANDBOX_VOLUMES=$(pwd)/workspace:/workspace:rw`).
- L'agent travaille dans `/workspace` par défaut, donc montez votre répertoire de projet à cet emplacement si vous souhaitez que l'agent modifie des fichiers.
- Pour les données en lecture seule, utilisez un chemin de montage différent (Ex : `export SANDBOX_VOLUMES=$(pwd)/workspace:/workspace:rw,/path/to/large/dataset:/data:ro`).
- `LLM_MODEL` pour le modèle à utiliser (Ex : `export LLM_MODEL="anthropic/claude-3-5-sonnet-20241022"`).
- `LLM_API_KEY` pour la clé API (Ex : `export LLM_API_KEY="sk_test_12345"`).
2. Exécutez la commande Docker suivante :
```bash
docker run -it \
--pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.37-nikolaik \
-e SANDBOX_USER_ID=$(id -u) \
-e SANDBOX_VOLUMES=$SANDBOX_VOLUMES \
-e LLM_API_KEY=$LLM_API_KEY \
-e LLM_MODEL=$LLM_MODEL \
-e LOG_ALL_EVENTS=true \
-v /var/run/docker.sock:/var/run/docker.sock \
-v ~/.openhands-state:/.openhands-state \
--add-host host.docker.internal:host-gateway \
--name openhands-app-$(date +%Y%m%d%H%M%S) \
docker.all-hands.dev/all-hands-ai/openhands:0.37 \
python -m openhands.core.main -t "write a bash script that prints hi"
```
Le paramètre `-e SANDBOX_USER_ID=$(id -u)` est transmis à la commande Docker pour s'assurer que l'utilisateur du sandbox correspond aux permissions de l'utilisateur hôte. Cela empêche l'agent de créer des fichiers appartenant à root dans l'espace de travail monté.
## Configurations avancées du mode Headless
Pour voir toutes les options de configuration disponibles pour le mode headless, exécutez la commande Python avec l'option `--help`.
### Journaux supplémentaires
Pour que le mode headless enregistre toutes les actions de l'agent, exécutez dans le terminal : `export LOG_ALL_EVENTS=true`

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