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2 Commits

Author SHA1 Message Date
openhands
8c8c1c528f Merge origin/main into test/replicate-many-changes 2025-07-17 19:00:39 +00:00
amanape
bf8b57ba12 Add comment 2025-07-17 22:53:01 +04:00
1741 changed files with 38751 additions and 158791 deletions

2
.github/CODEOWNERS vendored
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@@ -2,7 +2,7 @@
# See https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/about-code-owners
# Frontend code owners
/frontend/ @amanape
/frontend/ @rbren @amanape
/openhands-ui/ @amanape
# Evaluation code owners

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@@ -1,71 +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.all-hands.dev/all-hands-ai/runtime:${SHORT_SHA}-nikolaik \
--name openhands-app-${SHORT_SHA} \
docker.all-hands.dev/all-hands-ai/openhands:${SHORT_SHA}"
# Define the uvx command
UVX_RUN_COMMAND="uvx --python 3.12 --from git+https://github.com/All-Hands-AI/OpenHands@${BRANCH_NAME} openhands"
# 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}
\`\`\`
CLI with uvx:
\`\`\`
${UVX_RUN_COMMAND}
\`\`\`
EOF
)
else
# For new PR descriptions: use heredoc safely without indentation
NEW_PR_BODY=$(cat <<EOF
$PR_BODY
---
To run this PR locally, use the following command:
GUI with Docker:
\`\`\`
${DOCKER_RUN_COMMAND}
\`\`\`
CLI with uvx:
\`\`\`
${UVX_RUN_COMMAND}
\`\`\`
EOF
)
fi
# Update the PR description
echo "Updating PR description with Docker and uvx commands"
gh pr edit "$PR_NUMBER" --body "$NEW_PR_BODY"

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@@ -1,23 +0,0 @@
name: Dispatch to docs repo
on:
push:
branches: [main]
paths:
- 'docs/**'
workflow_dispatch:
jobs:
dispatch:
runs-on: ubuntu-latest
strategy:
matrix:
repo: ["All-Hands-AI/docs"]
steps:
- name: Push to docs repo
uses: peter-evans/repository-dispatch@v3
with:
token: ${{ secrets.ALLHANDS_BOT_GITHUB_PAT }}
repository: ${{ matrix.repo }}
event-type: update
client-payload: '{"ref": "${{ github.ref }}", "sha": "${{ github.sha }}", "module": "openhands", "branch": "main"}'

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@@ -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

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@@ -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/All-Hands-AI/deploy/actions/workflows/deploy.yaml/dispatches

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@@ -24,7 +24,7 @@ jobs:
runs-on: blacksmith-4vcpu-ubuntu-2204
strategy:
matrix:
node-version: [22]
node-version: 22
fail-fast: true
steps:
- name: Checkout

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@@ -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:
@@ -46,7 +46,6 @@ jobs:
else
json=$(jq -n -c '[
{ image: "nikolaik/python-nodejs:python3.12-nodejs22", tag: "nikolaik" },
{ image: "ghcr.io/all-hands-ai/python-nodejs:python3.13-nodejs22-trixie", tag: "trixie" },
{ image: "ubuntu:24.04", tag: "ubuntu" }
]')
fi
@@ -121,7 +120,7 @@ jobs:
- name: Set up Python
uses: useblacksmith/setup-python@v6
with:
python-version: "3.12"
python-version: '3.12'
cache: poetry
- name: Install Python dependencies using Poetry
run: make install-python-dependencies POETRY_GROUP=main INSTALL_PLAYWRIGHT=0
@@ -137,7 +136,6 @@ 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)
@@ -168,92 +166,6 @@ 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
steps:
- name: Checkout
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
with:
driver-opts: network=host
- name: Login to GHCR
uses: docker/login-action@v3
with:
registry: ghcr.io
username: ${{ github.repository_owner }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Extract metadata (tags, labels) for Docker
id: meta
uses: docker/metadata-action@v5
with:
images: ghcr.io/all-hands-ai/enterprise-server
tags: |
type=ref,event=branch
type=ref,event=pr
type=sha
type=sha,format=long
type=semver,pattern={{version}}
type=semver,pattern={{major}}.{{minor}}
type=semver,pattern={{major}}
flavor: |
latest=auto
prefix=
suffix=
env:
DOCKER_METADATA_PR_HEAD_SHA: true
- name: Determine app image tag
shell: bash
run: |
# Duplicated with build.sh
sanitized_ref_name=$(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
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
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-${{ github.event.pull_request.number }}\" }}" \
https://api.github.com/repos/All-Hands-AI/deploy/actions/workflows/deploy.yaml/dispatches
# Run unit tests with the Docker runtime Docker images as root
test_runtime_root:
name: RT Unit Tests (Root)
@@ -290,7 +202,7 @@ jobs:
- name: Set up Python
uses: useblacksmith/setup-python@v6
with:
python-version: "3.12"
python-version: '3.12'
cache: poetry
- name: Install Python dependencies using Poetry
run: make install-python-dependencies INSTALL_PLAYWRIGHT=0
@@ -313,7 +225,7 @@ jobs:
SANDBOX_RUNTIME_CONTAINER_IMAGE=$image_name \
TEST_IN_CI=true \
RUN_AS_OPENHANDS=false \
poetry run pytest -n 0 -raRs --reruns 2 --reruns-delay 5 -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py --durations=10
poetry run pytest -n 7 -raRs --reruns 2 --reruns-delay 5 -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py --durations=10
env:
DEBUG: "1"
@@ -352,7 +264,7 @@ jobs:
- name: Set up Python
uses: useblacksmith/setup-python@v6
with:
python-version: "3.12"
python-version: '3.12'
cache: poetry
- name: Install Python dependencies using Poetry
run: make install-python-dependencies POETRY_GROUP=main,test,runtime INSTALL_PLAYWRIGHT=0
@@ -372,7 +284,7 @@ jobs:
SANDBOX_RUNTIME_CONTAINER_IMAGE=$image_name \
TEST_IN_CI=true \
RUN_AS_OPENHANDS=true \
poetry run pytest -n 0 -raRs --reruns 2 --reruns-delay 5 -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py --durations=10
poetry run pytest -n 7 -raRs --reruns 2 --reruns-delay 5 -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py --durations=10
env:
DEBUG: "1"
@@ -420,5 +332,29 @@ jobs:
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"

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@@ -29,12 +29,6 @@ jobs:
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
@@ -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

@@ -55,24 +55,6 @@ jobs:
- name: Run pre-commit hooks
run: pre-commit run --all-files --show-diff-on-failure --config ./dev_config/python/.pre-commit-config.yaml
lint-enterprise-python:
name: Lint enterprise python
runs-on: blacksmith-4vcpu-ubuntu-2204
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0
- name: Set up python
uses: useblacksmith/setup-python@v6
with:
python-version: 3.12
cache: "pip"
- name: Install pre-commit
run: pip install pre-commit==4.2.0
- name: Run pre-commit hooks
working-directory: ./enterprise
run: pre-commit run --all-files --config ./dev_config/python/.pre-commit-config.yaml
# Check version consistency across documentation
check-version-consistency:
name: Check version consistency

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@@ -1,70 +0,0 @@
# Workflow that checks MDX format in docs/ folder
name: MDX Lint
# Run on pushes to main and on pull requests that modify docs/ files
on:
push:
branches:
- main
paths:
- 'docs/**/*.mdx'
pull_request:
paths:
- 'docs/**/*.mdx'
# 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:
mdx-lint:
name: Lint MDX files
runs-on: blacksmith-4vcpu-ubuntu-2204
steps:
- uses: actions/checkout@v4
- name: Install Node.js 22
uses: useblacksmith/setup-node@v5
with:
node-version: 22
- name: Install MDX dependencies
run: |
npm install @mdx-js/mdx@3 glob@10
- name: Validate MDX files
run: |
node -e "
const {compile} = require('@mdx-js/mdx');
const fs = require('fs');
const path = require('path');
const glob = require('glob');
async function validateMDXFiles() {
const files = glob.sync('docs/**/*.mdx');
console.log('Found', files.length, 'MDX files to validate');
let hasErrors = false;
for (const file of files) {
try {
const content = fs.readFileSync(file, 'utf8');
await compile(content);
console.log('✅ MDX parsing successful for', file);
} catch (err) {
console.error('❌ MDX parsing failed for', file, ':', err.message);
hasErrors = true;
}
}
if (hasErrors) {
console.error('\\n❌ Some MDX files have parsing errors. Please fix them before merging.');
process.exit(1);
} else {
console.log('\\n✅ All MDX files are valid!');
}
}
validateMDXFiles();
"

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@@ -1,153 +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: ${{ matrix.python-version }}
cache: "poetry"
- name: Install Python dependencies using Poetry
run: poetry install --with dev,test,runtime
- name: Build Environment
run: make build
- name: Run Unit Tests
run: PYTHONPATH=".:$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 -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
# 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: ${{ matrix.python-version }}
cache: "poetry"
- name: Install Python dependencies using Poetry
run: poetry install --with dev,test,runtime
- name: Run Windows unit tests
run: poetry run pytest -svv tests/unit/runtime/utils/test_windows_bash.py
env:
PYTHONPATH: ".;$env:PYTHONPATH"
DEBUG: "1"
- name: Run Windows runtime tests with LocalRuntime
run: $env:TEST_RUNTIME="local"; poetry run pytest -svv tests/runtime/test_bash.py
env:
PYTHONPATH: ".;$env:PYTHONPATH"
TEST_RUNTIME: local
DEBUG: "1"
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

83
.github/workflows/py-unit-tests.yml vendored Normal file
View File

@@ -0,0 +1,83 @@
# 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 --with dev,test,runtime
- name: Build Environment
run: make build
- name: Run Unit Tests
run: poetry run pytest --forked -n auto -svv ./tests/unit
- name: Run Runtime Tests with CLIRuntime
run: TEST_RUNTIME=cli poetry run pytest -svv tests/runtime/test_bash.py
# 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 --with dev,test,runtime
- name: Run Windows unit tests
run: poetry run pytest -svv tests/unit/test_windows_bash.py
env:
DEBUG: "1"
- name: Run Windows runtime tests with LocalRuntime
run: $env:TEST_RUNTIME="local"; poetry run pytest -svv tests/runtime/test_bash.py
env:
TEST_RUNTIME: local
DEBUG: "1"

View File

@@ -1,7 +1,7 @@
# Publishes the OpenHands PyPi package
name: Publish PyPi Package
# Triggered manually
on:
workflow_dispatch:
inputs:
@@ -9,9 +9,6 @@ on:
description: 'Reason for manual trigger'
required: true
default: ''
push:
tags:
- "*"
jobs:
release:

View File

@@ -1,135 +1,56 @@
# Run evaluation on a PR, after releases, or manually
# Run evaluation on a PR
name: Run Eval
# Runs when a PR is labeled with one of the "run-eval-" labels, after releases, or manually triggered
# Runs when a PR is labeled with one of the "run-eval-" labels
on:
pull_request:
types: [labeled]
release:
types: [published]
workflow_dispatch:
inputs:
branch:
description: 'Branch to evaluate'
required: true
default: 'main'
eval_instances:
description: 'Number of evaluation instances'
required: true
default: '50'
type: choice
options:
- '1'
- '2'
- '50'
- '100'
reason:
description: 'Reason for manual trigger'
required: false
default: ''
env:
# Environment variable for the master GitHub issue number where all evaluation results will be commented
# This should be set to the issue number where you want all evaluation results to be posted
MASTER_EVAL_ISSUE_NUMBER: ${{ vars.MASTER_EVAL_ISSUE_NUMBER || '0' }}
jobs:
trigger-job:
name: Trigger remote eval job
if: ${{ (github.event_name == 'pull_request' && (github.event.label.name == 'run-eval-1' || github.event.label.name == 'run-eval-2' || github.event.label.name == 'run-eval-50' || github.event.label.name == 'run-eval-100')) || github.event_name == 'release' || github.event_name == 'workflow_dispatch' }}
if: ${{ github.event.label.name == 'run-eval-1' || github.event.label.name == 'run-eval-2' || github.event.label.name == 'run-eval-50' || github.event.label.name == 'run-eval-100' }}
runs-on: blacksmith-4vcpu-ubuntu-2204
steps:
- name: Checkout branch
- name: Checkout PR branch
uses: actions/checkout@v4
with:
ref: ${{ github.event_name == 'pull_request' && github.head_ref || (github.event_name == 'workflow_dispatch' && github.event.inputs.branch) || github.ref }}
ref: ${{ github.head_ref }}
- name: Set evaluation parameters
id: eval_params
- 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: $PR_BRANCH"
# Determine branch based on trigger type
if [[ "${{ github.event_name }}" == "pull_request" ]]; then
EVAL_BRANCH="${{ github.head_ref }}"
echo "PR Branch: $EVAL_BRANCH"
elif [[ "${{ github.event_name }}" == "workflow_dispatch" ]]; then
EVAL_BRANCH="${{ github.event.inputs.branch }}"
echo "Manual Branch: $EVAL_BRANCH"
else
# For release events, use the tag name or main branch
EVAL_BRANCH="${{ github.ref_name }}"
echo "Release Branch/Tag: $EVAL_BRANCH"
fi
# Determine evaluation instances based on trigger type
if [[ "${{ github.event_name }}" == "pull_request" ]]; then
if [[ "${{ github.event.label.name }}" == "run-eval-1" ]]; then
EVAL_INSTANCES="1"
elif [[ "${{ github.event.label.name }}" == "run-eval-2" ]]; then
EVAL_INSTANCES="2"
elif [[ "${{ github.event.label.name }}" == "run-eval-50" ]]; then
EVAL_INSTANCES="50"
elif [[ "${{ github.event.label.name }}" == "run-eval-100" ]]; then
EVAL_INSTANCES="100"
fi
elif [[ "${{ github.event_name }}" == "workflow_dispatch" ]]; then
EVAL_INSTANCES="${{ github.event.inputs.eval_instances }}"
else
# For release events, default to 50 instances
if [[ "${{ github.event.label.name }}" == "run-eval-1" ]]; then
EVAL_INSTANCES="1"
elif [[ "${{ github.event.label.name }}" == "run-eval-2" ]]; then
EVAL_INSTANCES="2"
elif [[ "${{ github.event.label.name }}" == "run-eval-50" ]]; then
EVAL_INSTANCES="50"
fi
echo "Evaluation instances: $EVAL_INSTANCES"
echo "repo_url=$REPO_URL" >> $GITHUB_OUTPUT
echo "eval_branch=$EVAL_BRANCH" >> $GITHUB_OUTPUT
echo "eval_instances=$EVAL_INSTANCES" >> $GITHUB_OUTPUT
- name: Trigger remote job
run: |
# Determine PR number for the remote evaluation system
if [[ "${{ github.event_name }}" == "pull_request" ]]; then
PR_NUMBER="${{ github.event.pull_request.number }}"
else
# For non-PR triggers, use the master issue number as PR number
PR_NUMBER="${{ env.MASTER_EVAL_ISSUE_NUMBER }}"
elif [[ "${{ github.event.label.name }}" == "run-eval-100" ]]; then
EVAL_INSTANCES="100"
fi
curl -X POST \
-H "Authorization: Bearer ${{ secrets.PAT_TOKEN }}" \
-H "Accept: application/vnd.github+json" \
-d "{\"ref\": \"main\", \"inputs\": {\"github-repo\": \"${{ steps.eval_params.outputs.repo_url }}\", \"github-branch\": \"${{ steps.eval_params.outputs.eval_branch }}\", \"pr-number\": \"${PR_NUMBER}\", \"eval-instances\": \"${{ steps.eval_params.outputs.eval_instances }}\"}}" \
-d "{\"ref\": \"main\", \"inputs\": {\"github-repo\": \"${REPO_URL}\", \"github-branch\": \"${PR_BRANCH}\", \"pr-number\": \"${{ github.event.pull_request.number }}\", \"eval-instances\": \"${EVAL_INSTANCES}\"}}" \
https://api.github.com/repos/All-Hands-AI/evaluation/actions/workflows/create-branch.yml/dispatches
# Send Slack message
if [[ "${{ github.event_name }}" == "pull_request" ]]; then
TRIGGER_URL="https://github.com/${{ github.repository }}/pull/${{ github.event.pull_request.number }}"
slack_text="PR $TRIGGER_URL has triggered evaluation on ${{ steps.eval_params.outputs.eval_instances }} instances..."
elif [[ "${{ github.event_name }}" == "release" ]]; then
TRIGGER_URL="https://github.com/${{ github.repository }}/releases/tag/${{ github.ref_name }}"
slack_text="Release $TRIGGER_URL has triggered evaluation on ${{ steps.eval_params.outputs.eval_instances }} instances..."
else
TRIGGER_URL="https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}"
slack_text="Manual trigger (${{ github.event.inputs.reason || 'No reason provided' }}) has triggered evaluation on ${{ steps.eval_params.outputs.eval_instances }} instances for branch ${{ steps.eval_params.outputs.eval_branch }}..."
fi
PR_URL="https://github.com/${{ 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 issue/PR
- name: Comment on PR
uses: KeisukeYamashita/create-comment@v1
with:
# For PR triggers, comment on the PR. For other triggers, comment on the master issue
number: ${{ github.event_name == 'pull_request' && github.event.pull_request.number || env.MASTER_EVAL_ISSUE_NUMBER }}
unique: false
comment: |
**Evaluation Triggered**
**Trigger:** ${{ github.event_name == 'pull_request' && format('Pull Request #{0}', github.event.pull_request.number) || (github.event_name == 'release' && 'Release') || format('Manual Trigger: {0}', github.event.inputs.reason || 'No reason provided') }}
**Branch:** ${{ steps.eval_params.outputs.eval_branch }}
**Instances:** ${{ steps.eval_params.outputs.eval_instances }}
**Commit:** ${{ github.sha }}
Running evaluation on the specified branch. Once eval is done, the results will be posted here.
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
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: 'roadmap'
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

@@ -1,51 +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](dub.sh/openhands). 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 -->"
});

5
.gitignore vendored
View File

@@ -254,8 +254,3 @@ containers/runtime/Dockerfile
containers/runtime/project.tar.gz
containers/runtime/code
**/node_modules/
# test results
test-results
.sessions
.eval_sessions

View File

@@ -15,6 +15,8 @@ make build && make run FRONTEND_PORT=12000 FRONTEND_HOST=0.0.0.0 BACKEND_HOST=0.
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).
@@ -30,12 +32,6 @@ 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
@@ -142,35 +138,6 @@ Your specialized knowledge and instructions here...
- 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:

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

@@ -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/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.
- 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

@@ -34,7 +34,7 @@ _Dev Container: Reopen in Container_ command from the Command Palette
#### Develop without sudo access
If you want to develop without system admin/sudo access to upgrade/install `Python` and/or `NodeJS`, you can use
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
@@ -71,7 +71,7 @@ This command will prompt you to enter the LLM API key, model name, and other var
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
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
@@ -154,12 +154,12 @@ 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.
Example: `export SANDBOX_RUNTIME_CONTAINER_IMAGE=ghcr.io/all-hands-ai/runtime:0.57-nikolaik`
Example: `export SANDBOX_RUNTIME_CONTAINER_IMAGE=ghcr.io/all-hands-ai/runtime:0.49-nikolaik`
## Develop inside Docker container

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

@@ -3,10 +3,10 @@ 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
@@ -174,7 +174,7 @@ 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 +182,17 @@ 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 $(PRE_COMMIT_CONFIG_PATH)
lint-frontend: install-frontend-dependencies
lint-frontend:
@echo "$(YELLOW)Running linters for frontend...$(RESET)"
@cd frontend && npm run lint

View File

@@ -11,7 +11,8 @@
<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://dub.sh/openhands"><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://join.slack.com/t/openhands-ai/shared_invite/zt-3847of6xi-xuYJIPa6YIPg4ElbDWbtSA"><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/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>
@@ -43,69 +44,45 @@ Learn more at [docs.all-hands.dev](https://docs.all-hands.dev), or [sign up for
> [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.
![App screenshot](./docs/static/img/screenshot.png)
## ☁️ OpenHands Cloud
The easiest way to get started with OpenHands is on [OpenHands Cloud](https://app.all-hands.dev),
which comes with $20 in free credits for new users.
## 💻 Running OpenHands Locally
### Option 1: CLI Launcher (Recommended)
OpenHands can also run on your local system using Docker.
See the [Running OpenHands](https://docs.all-hands.dev/usage/installation) guide for
system requirements and more information.
The easiest way to run OpenHands locally is using the CLI launcher with [uv](https://docs.astral.sh/uv/). This provides better isolation from your current project's virtual environment and is required for OpenHands' default MCP servers.
> [!WARNING]
> On a public network? See our [Hardened Docker Installation Guide](https://docs.all-hands.dev/usage/runtimes/docker#hardened-docker-installation)
> to secure your deployment by restricting network binding and implementing additional security measures.
**Install uv** (if you haven't already):
See the [uv installation guide](https://docs.astral.sh/uv/getting-started/installation/) for the latest installation instructions for your platform.
**Launch OpenHands**:
```bash
# Launch the GUI server
uvx --python 3.12 --from openhands-ai openhands serve
# Or launch the CLI
uvx --python 3.12 --from openhands-ai openhands
```
You'll find OpenHands running at [http://localhost:3000](http://localhost:3000) (for GUI mode)!
### Option 2: Docker
<details>
<summary>Click to expand Docker command</summary>
You can also run OpenHands directly with Docker:
```bash
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.57-nikolaik
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.49-nikolaik
docker run -it --rm --pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.57-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.49-nikolaik \
-e LOG_ALL_EVENTS=true \
-v /var/run/docker.sock:/var/run/docker.sock \
-v ~/.openhands:/.openhands \
-p 3000:3000 \
--add-host host.docker.internal:host-gateway \
--name openhands-app \
docker.all-hands.dev/all-hands-ai/openhands:0.57
docker.all-hands.dev/all-hands-ai/openhands:0.49
```
</details>
> **Note**: If you used OpenHands before version 0.44, you may want to run `mv ~/.openhands-state ~/.openhands` to migrate your conversation history to the new location.
> [!WARNING]
> On a public network? See our [Hardened Docker Installation Guide](https://docs.all-hands.dev/usage/runtimes/docker#hardened-docker-installation)
> to secure your deployment by restricting network binding and implementing additional security measures.
### Getting Started
You'll find OpenHands running at [http://localhost:3000](http://localhost:3000)!
When you open the application, you'll be asked to choose an LLM provider and add an API key.
[Anthropic's Claude Sonnet 4.5](https://www.anthropic.com/api) (`anthropic/claude-sonnet-4-5-20250929`)
[Anthropic's Claude Sonnet 4](https://www.anthropic.com/api) (`anthropic/claude-sonnet-4-20250514`)
works best, but you have [many options](https://docs.all-hands.dev/usage/llms).
See the [Running OpenHands](https://docs.all-hands.dev/usage/installation) guide for
system requirements and more information.
## 💡 Other ways to run OpenHands
> [!WARNING]
@@ -116,8 +93,8 @@ system requirements and more information.
> [OpenHands Cloud Helm Chart](https://github.com/all-Hands-AI/OpenHands-cloud)
You can [connect OpenHands to your local filesystem](https://docs.all-hands.dev/usage/runtimes/docker#connecting-to-your-filesystem),
interact with it via a [friendly CLI](https://docs.all-hands.dev/usage/how-to/cli-mode),
run OpenHands in a scriptable [headless mode](https://docs.all-hands.dev/usage/how-to/headless-mode),
interact with it via a [friendly CLI](https://docs.all-hands.dev/usage/how-to/cli-mode),
or run it on tagged issues with [a github action](https://docs.all-hands.dev/usage/how-to/github-action).
Visit [Running OpenHands](https://docs.all-hands.dev/usage/installation) for more information and setup instructions.
@@ -127,6 +104,7 @@ If you want to modify the OpenHands source code, check out [Development.md](http
Having issues? The [Troubleshooting Guide](https://docs.all-hands.dev/usage/troubleshooting) can help.
## 📖 Documentation
<a href="https://deepwiki.com/All-Hands-AI/OpenHands"><img src="https://deepwiki.com/badge.svg" alt="Ask DeepWiki" title="Autogenerated Documentation by DeepWiki"></a>
To learn more about the project, and for tips on using OpenHands,
check out our [documentation](https://docs.all-hands.dev/usage/getting-started).
@@ -137,9 +115,10 @@ 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 Github:
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://dub.sh/openhands) - Here we talk about research, architecture, and future development.
- [Join our Slack workspace](https://join.slack.com/t/openhands-ai/shared_invite/zt-3847of6xi-xuYJIPa6YIPg4ElbDWbtSA) - 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).
@@ -156,7 +135,7 @@ See the monthly OpenHands roadmap [here](https://github.com/orgs/All-Hands-AI/pr
## 📜 License
Distributed under the MIT License, with the exception of the `enterprise/` folder. See [`LICENSE`](./LICENSE) for more information.
Distributed under the MIT License. See [`LICENSE`](./LICENSE) for more information.
## 🙏 Acknowledgements

148
README_CN.md Normal file
View File

@@ -0,0 +1,148 @@
<a name="readme-top"></a>
<div align="center">
<img src="./docs/static/img/logo.png" alt="Logo" width="200">
<h1 align="center">OpenHands: 少写代码,多做事</h1>
</div>
<div align="center">
<a href="https://github.com/All-Hands-AI/OpenHands/graphs/contributors"><img src="https://img.shields.io/github/contributors/All-Hands-AI/OpenHands?style=for-the-badge&color=blue" alt="Contributors"></a>
<a href="https://github.com/All-Hands-AI/OpenHands/stargazers"><img src="https://img.shields.io/github/stars/All-Hands-AI/OpenHands?style=for-the-badge&color=blue" alt="Stargazers"></a>
<a href="https://github.com/All-Hands-AI/OpenHands/blob/main/LICENSE"><img src="https://img.shields.io/github/license/All-Hands-AI/OpenHands?style=for-the-badge&color=blue" alt="MIT License"></a>
<br/>
<a href="https://join.slack.com/t/openhands-ai/shared_invite/zt-3847of6xi-xuYJIPa6YIPg4ElbDWbtSA"><img src="https://img.shields.io/badge/Slack-Join%20Us-red?logo=slack&logoColor=white&style=for-the-badge" alt="加入我们的Slack社区"></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="加入我们的Discord社区"></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="致谢"></a>
<br/>
<a href="https://docs.all-hands.dev/usage/getting-started"><img src="https://img.shields.io/badge/Documentation-000?logo=googledocs&logoColor=FFE165&style=for-the-badge" alt="查看文档"></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="Arxiv论文"></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="评估基准分数"></a>
<hr>
</div>
欢迎使用OpenHands前身为OpenDevin这是一个由AI驱动的软件开发代理平台。
OpenHands代理可以完成人类开发者能做的任何事情修改代码、运行命令、浏览网页、调用API甚至从StackOverflow复制代码片段。
在[docs.all-hands.dev](https://docs.all-hands.dev)了解更多信息,或[注册OpenHands Cloud](https://app.all-hands.dev)开始使用。
> [!IMPORTANT]
> 在工作中使用OpenHands我们很想与您交流填写
> [这份简短表格](https://docs.google.com/forms/d/e/1FAIpQLSet3VbGaz8z32gW9Wm-Grl4jpt5WgMXPgJ4EDPVmCETCBpJtQ/viewform)
> 加入我们的设计合作伙伴计划,您将获得商业功能的早期访问权限,并有机会对我们的产品路线图提供意见。
![应用截图](./docs/static/img/screenshot.png)
## ☁️ OpenHands Cloud
开始使用OpenHands的最简单方式是在[OpenHands Cloud](https://app.all-hands.dev)上,
新用户可获得$50的免费额度。
## 💻 在本地运行OpenHands
OpenHands也可以使用Docker在本地系统上运行。
查看[运行OpenHands](https://docs.all-hands.dev/usage/installation)指南了解
系统要求和更多信息。
> [!WARNING]
> 在公共网络上?请参阅我们的[强化Docker安装指南](https://docs.all-hands.dev/usage/runtimes/docker#hardened-docker-installation)
> 通过限制网络绑定和实施其他安全措施来保护您的部署。
```bash
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.49-nikolaik
docker run -it --rm --pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.49-nikolaik \
-e LOG_ALL_EVENTS=true \
-v /var/run/docker.sock:/var/run/docker.sock \
-v ~/.openhands:/.openhands \
-p 3000:3000 \
--add-host host.docker.internal:host-gateway \
--name openhands-app \
docker.all-hands.dev/all-hands-ai/openhands:0.49
```
> **注意**: 如果您在0.44版本之前使用过OpenHands您可能需要运行 `mv ~/.openhands-state ~/.openhands` 来将对话历史迁移到新位置。
您将在[http://localhost:3000](http://localhost:3000)找到运行中的OpenHands
打开应用程序时您将被要求选择一个LLM提供商并添加API密钥。
[Anthropic的Claude Sonnet 4](https://www.anthropic.com/api)`anthropic/claude-sonnet-4-20250514`
效果最佳,但您还有[许多选择](https://docs.all-hands.dev/usage/llms)。
## 💡 运行OpenHands的其他方式
> [!CAUTION]
> OpenHands旨在由单个用户在其本地工作站上运行。
> 它不适合多租户部署,即多个用户共享同一实例。没有内置的身份验证、隔离或可扩展性。
>
> 如果您有兴趣在多租户环境中运行OpenHands
> [与我们联系](https://docs.google.com/forms/d/e/1FAIpQLSet3VbGaz8z32gW9Wm-Grl4jpt5WgMXPgJ4EDPVmCETCBpJtQ/viewform)
> 了解高级部署选项。
您还可以[将OpenHands连接到本地文件系统](https://docs.all-hands.dev/usage/runtimes/docker#connecting-to-your-filesystem)
以可编程的[无头模式](https://docs.all-hands.dev/usage/how-to/headless-mode)运行OpenHands
通过[友好的CLI](https://docs.all-hands.dev/usage/how-to/cli-mode)与其交互,
或使用[GitHub Action](https://docs.all-hands.dev/usage/how-to/github-action)在标记的问题上运行它。
访问[运行OpenHands](https://docs.all-hands.dev/usage/installation)获取更多信息和设置说明。
如果您想修改OpenHands源代码请查看[Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md)。
遇到问题?[故障排除指南](https://docs.all-hands.dev/usage/troubleshooting)可以提供帮助。
## 📖 文档
<a href="https://deepwiki.com/All-Hands-AI/OpenHands"><img src="https://deepwiki.com/badge.svg" alt="Ask DeepWiki" title="DeepWiki自动生成文档"></a>
要了解有关项目的更多信息以及使用OpenHands的技巧
请查看我们的[文档](https://docs.all-hands.dev/usage/getting-started)。
在那里您将找到有关如何使用不同LLM提供商、
故障排除资源和高级配置选项的资源。
## 🤝 如何加入社区
OpenHands是一个社区驱动的项目我们欢迎每个人的贡献。我们大部分沟通
通过Slack进行因此这是开始的最佳场所但我们也很乐意您通过Discord或Github与我们联系
- [加入我们的Slack工作空间](https://join.slack.com/t/openhands-ai/shared_invite/zt-3847of6xi-xuYJIPa6YIPg4ElbDWbtSA) - 这里我们讨论研究、架构和未来发展。
- [加入我们的Discord服务器](https://discord.gg/ESHStjSjD4) - 这是一个社区运营的服务器,用于一般讨论、问题和反馈。
- [阅读或发布Github问题](https://github.com/All-Hands-AI/OpenHands/issues) - 查看我们正在处理的问题,或添加您自己的想法。
在[COMMUNITY.md](./COMMUNITY.md)中了解更多关于社区的信息,或在[CONTRIBUTING.md](./CONTRIBUTING.md)中找到有关贡献的详细信息。
## 📈 进展
在[这里](https://github.com/orgs/All-Hands-AI/projects/1)查看OpenHands月度路线图每月月底在维护者会议上更新
<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>
## 📜 许可证
根据MIT许可证分发。有关更多信息请参阅[`LICENSE`](./LICENSE)。
## 🙏 致谢
OpenHands由大量贡献者构建每一份贡献都备受感谢我们还借鉴了其他开源项目对他们的工作深表感谢。
有关OpenHands中使用的开源项目和许可证列表请参阅我们的[CREDITS.md](./CREDITS.md)文件。
## 📚 引用
```
@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},
}
```

60
README_JA.md Normal file
View File

@@ -0,0 +1,60 @@
<a name="readme-top"></a>
<div align="center">
<img src="./docs/static/img/logo.png" alt="Logo" width="200">
<h1 align="center">OpenHands: コードを減らして、もっと作ろう</h1>
</div>
<div align="center">
<a href="https://github.com/All-Hands-AI/OpenHands/graphs/contributors"><img src="https://img.shields.io/github/contributors/All-Hands-AI/OpenHands?style=for-the-badge&color=blue" alt="Contributors"></a>
<a href="https://github.com/All-Hands-AI/OpenHands/stargazers"><img src="https://img.shields.io/github/stars/All-Hands-AI/OpenHands?style=for-the-badge&color=blue" alt="Stargazers"></a>
<a href="https://github.com/All-Hands-AI/OpenHands/blob/main/LICENSE"><img src="https://img.shields.io/github/license/All-Hands-AI/OpenHands?style=for-the-badge&color=blue" alt="MIT License"></a>
<br/>
<a href="https://join.slack.com/t/openhands-ai/shared_invite/zt-3847of6xi-xuYJIPa6YIPg4ElbDWbtSA"><img src="https://img.shields.io/badge/Slack-Join%20Us-red?logo=slack&logoColor=white&style=for-the-badge" alt="Slackコミュニティに参加"></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="Discordコミュニティに参加"></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="クレジット"></a>
<br/>
<a href="https://docs.all-hands.dev/usage/getting-started"><img src="https://img.shields.io/badge/Documentation-000?logo=googledocs&logoColor=FFE165&style=for-the-badge" alt="ドキュメントを見る"></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="Arxiv論文"></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="評価ベンチマークスコア"></a>
<hr>
</div>
OpenHands旧OpenDevinへようこそ。これはAIが駆動するソフトウェア開発エージェントのプラットフォームです。
OpenHandsのエージェントは人間の開発者ができることは何でもこなします。コードを修正し、コマンドを実行し、ウェブを閲覧し、APIを呼び出し、StackOverflowからコードスニペットをコピーすることさえできます。
詳細は[docs.all-hands.dev](https://docs.all-hands.dev)をご覧いただくか、[OpenHands Cloud](https://app.all-hands.dev)に登録して始めましょう。
> [!IMPORTANT]
> 仕事でOpenHandsを使っていますかぜひお話を聞かせてください。[こちらの短いフォーム](https://docs.google.com/forms/d/e/1FAIpQLSet3VbGaz8z32gW9Wm-Grl4jpt5WgMXPgJ4EDPVmCETCBpJtQ/viewform)にご記入いただき、Design Partnerプログラムにご参加ください。商用機能の早期アクセスや製品ロードマップへのフィードバックの機会を提供します。
![アプリのスクリーンショット](./docs/static/img/screenshot.png)
## ☁️ OpenHands Cloud
OpenHandsを始める最も簡単な方法は[OpenHands Cloud](https://app.all-hands.dev)を利用することです。新規ユーザーには50ドル分の無料クレジットが付与されます。
## 💻 OpenHandsをローカルで実行する
OpenHandsはDockerを利用してローカル環境でも実行できます。システム要件や詳細については[Running OpenHands](https://docs.all-hands.dev/usage/installation)ガイドをご覧ください。
> [!WARNING]
> 公共ネットワークで実行していますか?[Hardened Docker Installation Guide](https://docs.all-hands.dev/usage/runtimes/docker#hardened-docker-installation)を参照して、ネットワークバインディングの制限や追加のセキュリティ対策を実施してください。
```bash
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.49-nikolaik
docker run -it --rm --pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.49-nikolaik \
-e LOG_ALL_EVENTS=true \
-v /var/run/docker.sock:/var/run/docker.sock \
-v ~/.openhands:/.openhands \
-p 3000:3000 \
--add-host host.docker.internal:host-gateway \
--name openhands-app \
docker.all-hands.dev/all-hands-ai/openhands:0.49
```
**注**: バージョン0.44以前のOpenHandsを使用していた場合は、会話履歴を移行するために `mv ~/.openhands-state ~/.openhands` を実行してください。
OpenHandsは[http://localhost:3000](http://localhost:3000)で起動します!

View File

@@ -93,7 +93,8 @@ def build_vscode_extension():
def build(setup_kwargs):
"""This function is called by Poetry during the build process.
"""
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) ---')

View File

@@ -219,14 +219,6 @@ correct_num = 5
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')
@@ -371,11 +363,10 @@ 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
@@ -488,55 +479,3 @@ type = "noop"
# 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

@@ -1,5 +1,5 @@
ARG OPENHANDS_BUILD_VERSION=dev
FROM node:24.8-trixie-slim AS frontend-builder
FROM node:24.3.0-bookworm-slim AS frontend-builder
WORKDIR /app
@@ -9,7 +9,7 @@ RUN npm ci
COPY frontend ./
RUN npm run build
FROM python:3.13.7-slim-trixie AS base
FROM python:3.12.10-slim AS base
FROM base AS backend-builder
WORKDIR /app
@@ -21,7 +21,7 @@ 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 \
&& apt-get install -y curl make git build-essential \
&& python3 -m pip install poetry --break-system-packages
COPY pyproject.toml poetry.lock ./
@@ -58,34 +58,34 @@ 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 ./microagents ./microagents
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 pyproject.toml poetry.lock README.md MANIFEST.in 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

@@ -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

@@ -12,7 +12,7 @@ services:
- SANDBOX_API_HOSTNAME=host.docker.internal
- DOCKER_HOST_ADDR=host.docker.internal
#
- SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-ghcr.io/all-hands-ai/runtime:0.57-nikolaik}
- SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-ghcr.io/all-hands-ai/runtime:0.49-nikolaik}
- SANDBOX_USER_ID=${SANDBOX_USER_ID:-1234}
- WORKSPACE_MOUNT_PATH=${WORKSPACE_BASE:-$PWD/workspace}
ports:

View File

@@ -3,9 +3,9 @@ repos:
rev: v5.0.0
hooks:
- id: trailing-whitespace
exclude: ^(docs/|modules/|python/|openhands-ui/|third_party/|enterprise/)
exclude: ^(docs/|modules/|python/|openhands-ui/|third_party/)
- id: end-of-file-fixer
exclude: ^(docs/|modules/|python/|openhands-ui/|third_party/|enterprise/)
exclude: ^(docs/|modules/|python/|openhands-ui/|third_party/)
- id: check-yaml
args: ["--allow-multiple-documents"]
- id: debug-statements
@@ -28,28 +28,19 @@ repos:
entry: ruff check --config dev_config/python/ruff.toml
types_or: [python, pyi, jupyter]
args: [--fix, --unsafe-fixes]
exclude: ^(third_party/|enterprise/)
exclude: third_party/
# Run the formatter.
- id: ruff-format
entry: ruff format --config dev_config/python/ruff.toml
types_or: [python, pyi, jupyter]
exclude: ^(third_party/|enterprise/)
exclude: third_party/
- 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,
]
[types-requests, types-setuptools, types-pyyaml, types-toml, types-docker, pydantic, lxml]
# To see gaps add `--html-report mypy-report/`
entry: mypy --config-file dev_config/python/mypy.ini openhands/
always_run: true

View File

@@ -7,10 +7,9 @@ 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/)
exclude = third_party/
[mypy-openhands.memory.condenser.impl.*]
disable_error_code = override

View File

@@ -1,5 +1,5 @@
# Exclude third-party runtime directory from linting
exclude = ["third_party/", "enterprise/"]
exclude = ["third_party/"]
[lint]
select = [

View File

@@ -7,7 +7,7 @@ services:
image: openhands:latest
container_name: openhands-app-${DATE:-}
environment:
- SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-docker.all-hands.dev/all-hands-ai/runtime:0.57-nikolaik}
- SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-docker.all-hands.dev/all-hands-ai/runtime:0.49-nikolaik}
#- SANDBOX_USER_ID=${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
- WORKSPACE_MOUNT_PATH=${WORKSPACE_BASE:-$PWD/workspace}
ports:

View File

@@ -1,36 +1,17 @@
# OpenHands Documentation
# Setup
This directory contains the documentation for OpenHands. The documentation is automatically synchronized with the [All-Hands-AI/docs](https://github.com/All-Hands-AI/docs) repository, which hosts the unified documentation site using Mintlify.
## Documentation Structure
The documentation files in this directory are automatically included in the main documentation site via Git submodules. When you make changes to documentation in this repository, they will be automatically synchronized to the docs repository.
## How It Works
1. **Automatic Sync**: When documentation changes are pushed to the `main` branch, a GitHub Action automatically notifies the docs repository
2. **Submodule Update**: The docs repository updates its submodule reference to include your latest changes
3. **Site Rebuild**: Mintlify automatically rebuilds and deploys the documentation site
## Making Documentation Changes
Simply edit the documentation files in this directory as usual. The synchronization happens automatically when changes are merged to the main branch.
## Local Development
For local documentation development in this repository only:
```bash
```
npm install -g mint
# or
yarn global add mint
# Preview local changes
mint dev
```
For the complete unified documentation site, work with the [All-Hands-AI/docs](https://github.com/All-Hands-AI/docs) repository.
or
## Configuration
```
yarn global add mint
```
The Mintlify configuration (`docs.json`) has been moved to the root of the [All-Hands-AI/docs](https://github.com/All-Hands-AI/docs) repository to enable unified documentation across multiple repositories.
# Preview
```
mint dev
```

View File

@@ -31,23 +31,13 @@
"group": "OpenHands Cloud",
"pages": [
"usage/cloud/openhands-cloud",
"usage/cloud/pro-subscription",
{
"group": "Integrations",
"pages": [
"usage/cloud/bitbucket-installation",
"usage/cloud/github-installation",
"usage/cloud/gitlab-installation",
"usage/cloud/slack-installation",
{
"group": "Project Management Tools",
"pages": [
"usage/cloud/project-management/overview",
"usage/cloud/project-management/jira-integration",
"usage/cloud/project-management/jira-dc-integration",
"usage/cloud/project-management/linear-integration"
]
}
"usage/cloud/slack-installation"
]
},
"usage/cloud/cloud-ui",
@@ -72,7 +62,6 @@
{
"group": "Providers",
"pages": [
"usage/llms/openhands-llms",
"usage/llms/azure-llms",
"usage/llms/google-llms",
"usage/llms/groq",
@@ -80,6 +69,7 @@
"usage/llms/litellm-proxy",
"usage/llms/moonshot",
"usage/llms/openai-llms",
"usage/llms/openhands-llms",
"usage/llms/openrouter"
]
}
@@ -110,7 +100,8 @@
},
"usage/configuration-options",
"usage/how-to/custom-sandbox-guide",
"usage/search-engine-setup"
"usage/search-engine-setup",
"usage/mcp"
]
}
]
@@ -118,13 +109,7 @@
{
"group": "Customizations & Settings",
"pages": [
{
"group": "OpenHands Settings",
"pages": [
"usage/settings/secrets-settings",
"usage/settings/mcp-settings"
]
},
"usage/common-settings",
"usage/prompting/repository",
{
"group": "Microagents",
@@ -214,7 +199,7 @@
},
"footer": {
"socials": {
"slack": "https://dub.sh/openhands",
"slack": "https://join.slack.com/t/openhands-ai/shared_invite/zt-3847of6xi-xuYJIPa6YIPg4ElbDWbtSA",
"github": "https://github.com/All-Hands-AI/OpenHands",
"discord": "https://discord.gg/ESHStjSjD4"
}

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@@ -2,102 +2,55 @@
title: Backend Architecture
---
<div style={{ textAlign: 'center' }}>
<img src="https://github.com/All-Hands-AI/OpenHands/assets/16201837/97d747e3-29d8-4ccb-8d34-6ad1adb17f38" alt="OpenHands System Architecture Diagram Jul 4 2024" />
<p><em>OpenHands System Architecture Diagram (July 4, 2024)</em></p>
</div>
This is a high-level overview of the system architecture. The system is divided into two main components: the frontend and the backend. The frontend is responsible for handling user interactions and displaying the results. The backend is responsible for handling the business logic and executing the agents.
# System overview
# Frontend architecture
```mermaid
flowchart LR
U["User"] --> FE["Frontend (SPA)"]
FE -- "HTTP/WS" --> BE["OpenHands Backend"]
BE --> ES["EventStream"]
BE --> ST["Storage"]
BE --> RT["Runtime Interface"]
BE --> LLM["LLM Providers"]
subgraph Runtime
direction TB
RT --> DRT["Docker Runtime"]
RT --> LRT["Local Runtime"]
RT --> RRT["Remote Runtime"]
DRT --> AES["Action Execution Server"]
LRT --> AES
RRT --> AES
AES --> Bash["Bash Session"]
AES --> Jupyter["Jupyter Plugin"]
AES --> Browser["BrowserEnv"]
end
```
![system_architecture.svg](/static/img/system_architecture.svg)
This Overview is simplified to show the main components and their interactions. For a more detailed view of the backend architecture, see the Backend Architecture section below.
# Backend Architecture
_**Disclaimer**: The backend architecture is a work in progress and is subject to change. The following diagram shows the current architecture of the backend based on the commit that is shown in the footer of the diagram._
```mermaid
classDiagram
class Agent {
<<abstract>>
+sandbox_plugins: list[PluginRequirement]
}
class CodeActAgent {
+tools
}
Agent <|-- CodeActAgent
class EventStream
class Observation
class Action
Action --> Observation
Agent --> EventStream
class Runtime {
+connect()
+send_action_for_execution()
}
class ActionExecutionClient {
+_send_action_server_request()
}
class DockerRuntime
class LocalRuntime
class RemoteRuntime
Runtime <|-- ActionExecutionClient
ActionExecutionClient <|-- DockerRuntime
ActionExecutionClient <|-- LocalRuntime
ActionExecutionClient <|-- RemoteRuntime
class ActionExecutionServer {
+/execute_action
+/alive
}
class BashSession
class JupyterPlugin
class BrowserEnv
ActionExecutionServer --> BashSession
ActionExecutionServer --> JupyterPlugin
ActionExecutionServer --> BrowserEnv
Agent --> Runtime
Runtime ..> ActionExecutionServer : REST
```
![backend_architecture.svg](/static/img/backend_architecture.svg)
<details>
<summary>Updating this Diagram</summary>
<div>
We maintain architecture diagrams inline with Mermaid in this MDX.
The generation of the backend architecture diagram is partially automated.
The diagram is generated from the type hints in the code using the py2puml
tool. The diagram is then manually reviewed, adjusted and exported to PNG
and SVG.
Guidance:
- Edit the Mermaid blocks directly (flowchart/classDiagram).
- Quote labels and edge text for GitHub preview compatibility.
- Keep relationships concise and reflect stable abstractions (agents, runtime client/server, plugins).
- Verify accuracy against code:
- openhands/runtime/impl/action_execution/action_execution_client.py
- openhands/runtime/impl/docker/docker_runtime.py
- openhands/runtime/impl/local/local_runtime.py
- openhands/runtime/action_execution_server.py
- openhands/runtime/plugins/*
- Build docs locally or view on GitHub to confirm diagrams render.
## Prerequisites
- Running python environment in which openhands is executable
(according to the instructions in the README.md file in the root of the repository)
- [py2puml](https://github.com/lucsorel/py2puml) installed
## Steps
1. Autogenerate the diagram by running the following command from the root of the repository:
`py2puml openhands openhands > docs/architecture/backend_architecture.puml`
2. Open the generated file in a PlantUML editor, e.g. Visual Studio Code with the PlantUML extension or [PlantText](https://www.planttext.com/)
3. Review the generated PUML and make all necessary adjustments to the diagram (add missing parts, fix mistakes, improve positioning).
_py2puml creates the diagram based on the type hints in the code, so missing or incorrect type hints may result in an incomplete or incorrect diagram._
4. Review the diff between the new and the previous diagram and manually check if the changes are correct.
_Make sure not to remove parts that were manually added to the diagram in the past and are still relevant._
5. Add the commit hash of the commit that was used to generate the diagram to the diagram footer.
6. Export the diagram as PNG and SVG files and replace the existing diagrams in the `docs/architecture` directory. This can be done with (e.g. [PlantText](https://www.planttext.com/))
</div>
</details>

View File

@@ -52,7 +52,7 @@ graph TD
2. Image Building: OpenHands builds a new Docker image (the "OH runtime image") based on the user-provided image. This new image includes OpenHands-specific code, primarily the "runtime client"
3. Container Launch: When OpenHands starts, it launches a Docker container using the OH runtime image
4. Action Execution Server Initialization: The action execution server initializes an `ActionExecutor` inside the container, setting up necessary components like a bash shell and loading any specified plugins
5. Communication: The OpenHands backend (client: `openhands/runtime/impl/action_execution/action_execution_client.py`; runtimes: `openhands/runtime/impl/docker/docker_runtime.py`, `openhands/runtime/impl/local/local_runtime.py`) communicates with the action execution server over RESTful API, sending actions and receiving observations
5. Communication: The OpenHands backend (`openhands/runtime/impl/eventstream/eventstream_runtime.py`) communicates with the action execution server over RESTful API, sending actions and receiving observations
6. Action Execution: The runtime client receives actions from the backend, executes them in the sandboxed environment, and sends back observations
7. Observation Return: The action execution server sends execution results back to the OpenHands backend as observations
@@ -72,7 +72,7 @@ Check out the [relevant code](https://github.com/All-Hands-AI/OpenHands/blob/mai
### Image Tagging System
OpenHands uses a three-tag system for its runtime images to balance reproducibility with flexibility.
The tags are:
Tags may be in one of 2 formats:
- **Versioned Tag**: `oh_v{openhands_version}_{base_image}` (e.g.: `oh_v0.9.9_nikolaik_s_python-nodejs_t_python3.12-nodejs22`)
- **Lock Tag**: `oh_v{openhands_version}_{16_digit_lock_hash}` (e.g.: `oh_v0.9.9_1234567890abcdef`)
@@ -119,52 +119,18 @@ This tagging approach allows OpenHands to efficiently manage both development an
2. The system can quickly rebuild images when minor changes occur (by leveraging recent compatible images)
3. The **lock** tag (e.g., `runtime:oh_v0.9.3_1234567890abcdef`) always points to the latest build for a particular base image, dependency, and OpenHands version combination
## Volume mounts: named volumes and overlay
OpenHands supports both bind mounts and Docker named volumes in SandboxConfig.volumes:
- Bind mount: "/abs/host/path:/container/path[:mode]"
- Named volume: "volume:`<name>`:/container/path[:mode]" or any non-absolute host spec treated as a named volume
Overlay mode (copy-on-write layer) is supported for bind mounts by appending ":overlay" to the mode (e.g., ":ro,overlay").
To enable overlay COW, set SANDBOX_VOLUME_OVERLAYS to a writable host directory; per-container upper/work dirs are created under it. If SANDBOX_VOLUME_OVERLAYS is unset, overlay mounts are skipped.
Implementation references:
- openhands/runtime/impl/docker/docker_runtime.py (named volumes in _build_docker_run_args; overlay mounts in _process_overlay_mounts)
- openhands/core/config/sandbox_config.py (volumes field)
## Runtime Plugin System
The OpenHands Runtime supports a plugin system that allows for extending functionality and customizing the runtime environment. Plugins are initialized when the action execution server starts up inside the runtime.
The OpenHands Runtime supports a plugin system that allows for extending functionality and customizing the runtime environment. Plugins are initialized when the runtime client starts up.
## Ports and URLs
Check [an example of Jupyter plugin here](https://github.com/All-Hands-AI/OpenHands/blob/ecf4aed28b0cf7c18d4d8ff554883ba182fc6bdd/openhands/runtime/plugins/jupyter/__init__.py#L21-L55) if you want to implement your own plugin.
- Host port allocation uses file-locked ranges for stability and concurrency:
- Main runtime port: find_available_port_with_lock on configured range
- VSCode port: SandboxConfig.sandbox.vscode_port if provided, else find_available_port_with_lock in VSCODE_PORT_RANGE
- App ports: two additional ranges for plugin/web apps
- DOCKER_HOST_ADDR (if set) adjusts how URLs are formed for LocalRuntime/Docker environments.
- VSCode URL is exposed with a connection token from the action execution server endpoint /vscode/connection_token and rendered as:
- Docker/Local: http://localhost:{port}/?tkn={token}&folder={workspace_mount_path_in_sandbox}
- RemoteRuntime: scheme://vscode-{host}/?tkn={token}&folder={workspace_mount_path_in_sandbox}
References:
- openhands/runtime/impl/docker/docker_runtime.py (port ranges, locking, DOCKER_HOST_ADDR, vscode_url)
- openhands/runtime/impl/local/local_runtime.py (vscode_url factory)
- openhands/runtime/impl/remote/remote_runtime.py (vscode_url mapping)
- openhands/runtime/action_execution_server.py (/vscode/connection_token)
Examples:
- Jupyter: openhands/runtime/plugins/jupyter/__init__.py (JupyterPlugin, Kernel Gateway)
- VS Code: openhands/runtime/plugins/vscode/* (VSCodePlugin, exposes tokenized URL)
- Agent Skills: openhands/runtime/plugins/agent_skills/*
*More details about the Plugin system are still under construction - contributions are welcomed!*
Key aspects of the plugin system:
1. Plugin Definition: Plugins are defined as Python classes that inherit from a base `Plugin` class
2. Plugin Registration: Available plugins are registered in `openhands/runtime/plugins/__init__.py` via `ALL_PLUGINS`
2. Plugin Registration: Available plugins are registered in an `ALL_PLUGINS` dictionary
3. Plugin Specification: Plugins are associated with `Agent.sandbox_plugins: list[PluginRequirement]`. Users can specify which plugins to load when initializing the runtime
4. Initialization: Plugins are initialized asynchronously when the runtime starts and are accessible to actions
5. Usage: Plugins extend capabilities (e.g., Jupyter for IPython cells); the server exposes any web endpoints (ports) via host port mapping
4. Initialization: Plugins are initialized asynchronously when the runtime client starts
5. Usage: The runtime client can use initialized plugins to extend its capabilities (e.g., the JupyterPlugin for running IPython cells)

View File

@@ -14,34 +14,10 @@ Upon signing into OpenHands Cloud with a Bitbucket account, OpenHands will have
## Working With Bitbucket Repos in Openhands Cloud
After signing in with a Bitbucket account, use the `Open Repository` section to select the appropriate repository and
branch you'd like OpenHands to work on. Then click on `Launch` to start the conversation!
After signing in with a Bitbucket account, use the `select a repo` and `select a branch` dropdowns to select the
appropriate repository and branch you'd like OpenHands to work on. Then click on `Launch` to start the conversation!
![Connect Repo](/static/img/connect-repo.png)
## IP Whitelisting
If your Bitbucket Cloud instance has IP restrictions, you'll need to whitelist the following IP addresses to allow
OpenHands to access your repositories:
### Core App IP
```
34.68.58.200
```
### Runtime IPs
```
34.10.175.217
34.136.162.246
34.45.0.142
34.28.69.126
35.224.240.213
34.70.174.52
34.42.4.87
35.222.133.153
34.29.175.97
34.60.55.59
```
![Connect Repo](/static/img/connect-repo-no-github.png)
## Next Steps

View File

@@ -12,10 +12,13 @@ For the available API endpoints, refer to the
To use the OpenHands Cloud API, you'll need to generate an API key:
1. Log in to your [OpenHands Cloud](https://app.all-hands.dev) account.
2. Navigate to the [Settings > API Keys](https://app.all-hands.dev/settings/api-keys) page.
3. Click `Create API Key`.
4. Give your key a descriptive name (Example: "Development" or "Production") and select `Create`.
5. Copy the generated API key and store it securely. It will only be shown once.
2. Navigate to the [Settings page](https://app.all-hands.dev/settings).
3. Select the `API Keys` tab.
4. Click `Create API Key`.
5. Give your key a descriptive name (Example: "Development" or "Production") and select `Create`.
6. Copy the generated API key and store it securely. It will only be shown once.
![API Key Generation](/static/img/api-key-generation.png)
## API Usage

View File

@@ -8,39 +8,24 @@ description: The Cloud UI provides a web interface for interacting with OpenHand
The landing page is where you can:
- [Add GitHub repository access](/usage/cloud/github-installation#adding-github-repository-access) to OpenHands.
- [Select a GitHub repo](/usage/cloud/github-installation#working-with-github-repos-in-openhands-cloud),
[a GitLab repo](/usage/cloud/gitlab-installation#working-with-gitlab-repos-in-openhands-cloud) or
[a Bitbucket repo](/usage/cloud/bitbucket-installation#working-with-bitbucket-repos-in-openhands-cloud) to start working on.
- Launch an empty conversation using `New Conversation`.
- See `Suggested Tasks` for repositories that OpenHands has access to.
- See your `Recent Conversations`.
- Launch an empty conversation using `Launch from Scratch`.
## Settings
Settings are divided across tabs, with each tab focusing on a specific area of configuration.
The Settings page allows you to:
- `User`
- Change your email address.
- `Integrations`
- [Configure GitHub repository access](/usage/cloud/github-installation#modifying-repository-access) for OpenHands.
- [Install the OpenHands Slack app](/usage/cloud/slack-installation).
- `Application`
- Set your preferred language, notifications and other preferences.
- Toggle task suggestions on GitHub.
- Toggle Solvability Analysis.
- Set a maximum budget per conversation.
- Configure the username and email that OpenHands uses for commits.
- `LLM` (Available for [Pro subscription users](/usage/cloud/pro-subscription))
- Choose to use another LLM or use different models from the OpenHands provider.
- `Billing`
- Add credits for using the OpenHands provider.
- Cancel your `Pro subscription`.
- `Secrets`
- [Manage secrets](/usage/settings/secrets-settings).
- `API Keys`
- [Create API keys to work with OpenHands programmatically](/usage/cloud/cloud-api).
- `MCP`
- [Setup an MCP server](/usage/settings/mcp-settings)
- [Configure GitHub repository access](/usage/cloud/github-installation#modifying-repository-access) for OpenHands.
- [Install the OpenHands Slack app](/usage/cloud/slack-installation).
- Set application settings like your preferred language, notifications and other preferences.
- Add credits to your account.
- [Generate custom secrets](/usage/common-settings#secrets-management).
- [Create API keys to work with OpenHands programmatically](/usage/cloud/cloud-api).
- Change your email address.
## Key Features

View File

@@ -12,7 +12,7 @@ description: This guide walks you through the process of installing OpenHands Cl
You can grant OpenHands access to specific GitHub repositories:
1. Click on `+ Add GitHub Repos` in the repository selection dropdown.
1. Click on `Add GitHub repos` on the landing page.
2. Select your organization and choose the specific repositories to grant OpenHands access to.
<Accordion title="OpenHands permissions">
- OpenHands requests short-lived tokens (8-hour expiration) with these permissions:
@@ -34,26 +34,25 @@ You can grant OpenHands access to specific GitHub repositories:
## Modifying Repository Access
You can modify GitHub repository access at any time by:
- Selecting `+ Add GitHub Repos` in the repository selection dropdown or
- Visiting the `Settings > Integrations` page and selecting `Configure GitHub Repositories`
- Selecting `Add GitHub repos` on the landing page or
- Visiting the Settings page and selecting `Configure GitHub Repositories` under the `Integrations` tab
## Working With GitHub Repos in Openhands Cloud
Once you've granted GitHub repository access, you can start working with your GitHub repository. Use the
`Open Repository` section to select the appropriate repository and branch you'd like OpenHands to work on. Then click
on `Launch` to start the conversation!
Once you've granted GitHub repository access, you can start working with your GitHub repository. Use the `select a repo`
and `select a branch` dropdowns to select the appropriate repository and branch you'd like OpenHands to work on. Then
click on `Launch` to start the conversation!
![Connect Repo](/static/img/connect-repo.png)
## Working on GitHub Issues and Pull Requests Using Openhands
## Working on Github Issues and Pull Requests Using Openhands
To allow OpenHands to work directly from GitHub directly, you must
[give OpenHands access to your repository](/usage/cloud/github-installation#modifying-repository-access). Once access is
given, you can use OpenHands by labeling the issue or by tagging `@openhands`.
Giving GitHub repository access to OpenHands also allows you to work on GitHub issues and pull requests directly.
### Working with Issues
On your repository, label an issue with `openhands` or add a message starting with `@openhands`. OpenHands will:
On your repository, label an issue with `openhands` or add a message starting with
`@openhands`. OpenHands will:
1. Comment on the issue to let you know it is working on it.
- You can click on the link to track the progress on OpenHands Cloud.
2. Open a pull request if it determines that the issue has been successfully resolved.
@@ -66,13 +65,6 @@ To get OpenHands to work on pull requests, mention `@openhands` in the comments
- Request updates
- Get code explanations
<Note>
The `@openhands` mention functionality in pull requests only works if the pull request is both
*to* and *from* a repository that you have added through the interface. This is because OpenHands needs appropriate
permissions to access both repositories.
</Note>
## Next Steps
- [Learn about the Cloud UI](/usage/cloud/cloud-ui).

View File

@@ -1,7 +1,7 @@
---
title: GitLab Integration
description: This guide walks you through the process of installing OpenHands Cloud for your GitLab repositories. Once
set up, it will allow OpenHands to work with your GitLab repository through the Cloud UI or straight from GitLab!.
set up, it will allow OpenHands to work with your GitLab repository.
---
## Prerequisites
@@ -14,45 +14,16 @@ Upon signing into OpenHands Cloud with a GitLab account, OpenHands will have acc
## Working With GitLab Repos in Openhands Cloud
After signing in with a Gitlab account, use the `Open Repository` section to select the appropriate repository and
branch you'd like OpenHands to work on. Then click on `Launch` to start the conversation!
After signing in with a Gitlab account, use the `select a repo` and `select a branch` dropdowns to select the
appropriate repository and branch you'd like OpenHands to work on. Then click on `Launch` to start the conversation!
![Connect Repo](/static/img/connect-repo.png)
![Connect Repo](/static/img/connect-repo-no-github.png)
## Using Tokens with Reduced Scopes
OpenHands requests an API-scoped token during OAuth authentication. By default, this token is provided to the agent.
To restrict the agent's permissions, [you can define a custom secret](/usage/settings/secrets-settings) `GITLAB_TOKEN`,
which will override the default token assigned to the agent. While the high-permission API token is still requested
and used for other components of the application (e.g. opening merge requests), the agent will not have access to it.
## Working on GitLab Issues and Merge Requests Using Openhands
<Note>
This feature works for personal projects and is available for group projects with a
[Premium or Ultimate tier subscription](https://docs.gitlab.com/user/project/integrations/webhooks/#group-webhooks).
A webhook is automatically installed within a few minutes after the owner/maintainer of the project or group logs into
OpenHands Cloud. If you decide to delete the webhook, then re-installing will require the support of All Hands AI but
we are planning to improve this in a future release.
</Note>
Giving GitLab repository access to OpenHands also allows you to work on GitLab issues and merge requests directly.
### Working with Issues
On your repository, label an issue with `openhands` or add a message starting with `@openhands`. OpenHands will:
1. Comment on the issue to let you know it is working on it.
- You can click on the link to track the progress on OpenHands Cloud.
2. Open a merge request if it determines that the issue has been successfully resolved.
3. Comment on the issue with a summary of the performed tasks and a link to the PR.
### Working with Merge Requests
To get OpenHands to work on merge requests, mention `@openhands` in the comments to:
- Ask questions
- Request updates
- Get code explanations
To restrict the agent's permissions, you can define a custom secret `GITLAB_TOKEN`, which will override the default token assigned to the agent.
While the high-permission API token is still requested and used for other components of the application (e.g. opening merge requests), the agent will not have access to it.
## Next Steps

View File

@@ -1,48 +0,0 @@
---
title: "Pro Subscription"
description: "Learn about OpenHands Cloud Pro Subscription features and pricing"
---
The OpenHands Pro Subscription unlocks additional features and better pricing when you run OpenHands conversations in
OpenHands Cloud.
## Base Features
All users start on the Pay-as-you-go plan and have access to these base features when they sign up:
* **Run multiple OpenHands conversations on OpenHands Cloud runtimes.**
* **API keys to the OpenHands LLM provider for use in OpenHands CLI or when running OpenHands on your own**
* **$20 in initial OpenHands Cloud credits to get started.**
* **Support for GitHub, GitLab, Bitbucket, Slack, and more.**
## What you get with a Pro Subscription
The $20/month Pro Subscription covers the cost of runtime compute in OpenHands Cloud, plus enables the following
features:
* **Bring Your Own LLM Keys:** Bring your own API keys from OpenAI, Anthropic, Mistral, and other providers.
* **Model Choice:** Unlocks access to OpenHands LLM provider models for use within OpenHands Cloud.
* **No Markup Pricing on LLM usage:** When you use the OpenHands LLM provider in OpenHands Cloud, you pay for
LLM usage at-cost (zero markup) based on API prices.
## Plan Comparison
Here are the key differences between Pay-as-you-go and Pro subscriptions:
### When running OpenHands conversations in OpenHands Cloud
| | Pay-as-you-go | Pro Subscription |
| :---- | ----- | ----- |
| Monthly price | None \- no commitment | $20/month |
| Can I bring my own LLM key? | No | ✅ Yes |
| Do I pay for LLM usage? | ✅ Yes | ✅ Yes |
| Can I select from different LLMs without bringing my own LLM key? | No \- defaults to Claude Sonnet 4 | ✅ Yes \- via OpenHands LLM provider <br/><br/>[*See models and pricing*](https://docs.all-hands.dev/usage/llms/openhands-llms#pricing) |
| How much am I charged for LLM usage? | **Marked up pricing** \- 2x Claude Sonnet 4 API prices. *This markup helps cover the cost of runtime compute.* | **No markup** \- 1x API prices. *The $20 monthly subscription covers the cost of runtime compute.* |
### When using the OpenHands LLM Provider outside of OpenHands Cloud
The following applies to **both** the Pay-as-you-go and Pro subscription:
| | Pay-as-you-go or Pro Subscription |
| :---- | :---- |
| Do I have access to multiple models via the OpenHands LLM provider? | ✅ Yes <br/><br/> [*See models and pricing*](https://docs.all-hands.dev/usage/llms/openhands-llms#pricing) |
| Can I generate and refresh OpenHands LLM API keys? | ✅ Yes |
| How much am I charged for LLM usage when I use the OpenHands LLM provider in other AI coding tools? | **No markup** \- pay 1x API prices <br/> [*See models and pricing*](https://docs.all-hands.dev/usage/llms/openhands-llms#pricing) <br/><br/> *Usage is deducted from your OpenHands Cloud credit balance.* <br/><br/> *The OpenHands LLM provider is available to all OpenHands Cloud users, and LLM usage is billed at-cost (zero markup). Use these models with OpenHands CLI, running OpenHands on your own, or even other AI coding agents\! [Learn more.](https://www.all-hands.dev/blog/access-state-of-the-art-llm-models-at-cost-via-openhands-gui-and-cli)* |

View File

@@ -1,126 +0,0 @@
---
title: Jira Data Center Integration (Coming soon...)
description: Complete guide for setting up Jira Data Center integration with OpenHands Cloud, including service account creation, personal access token generation, webhook configuration, and workspace integration setup.
---
# Jira Data Center Integration
## Platform Configuration
### Step 1: Create Service Account
1. **Access User Management**
- Log in to Jira Data Center as administrator
- Go to **Administration** > **User Management**
2. **Create User**
- Click **Create User**
- Username: `openhands-agent`
- Full Name: `OpenHands Agent`
- Email: `openhands@yourcompany.com` (replace with your preferred service account email)
- Password: Set a secure password
- Click **Create**
3. **Assign Permissions**
- Add user to appropriate groups
- Ensure access to relevant projects
- Grant necessary project permissions
### Step 2: Generate API Token
1. **Personal Access Tokens**
- Log in as the service account
- Go to **Profile** > **Personal Access Tokens**
- Click **Create token**
- Name: `OpenHands Cloud Integration`
- Expiry: Set appropriate expiration (recommend 1 year)
- Click **Create**
- **Important**: Copy and store the token securely
### Step 3: Configure Webhook
1. **Create Webhook**
- Go to **Administration** > **System** > **WebHooks**
- Click **Create a WebHook**
- **Name**: `OpenHands Cloud Integration`
- **URL**: `https://app.all-hands.dev/integration/jira-dc/events`
- Set a suitable webhook secret
- **Issue related events**: Select the following:
- Issue updated
- Comment created
- **JQL Filter**: Leave empty (or customize as needed)
- Click **Create**
- **Important**: Copy and store the webhook secret securely (you'll need this for workspace integration)
---
## Workspace Integration
### Step 1: Log in to OpenHands Cloud
1. **Navigate and Authenticate**
- Go to [OpenHands Cloud](https://app.all-hands.dev/)
- Sign in with your Git provider (GitHub, GitLab, or BitBucket)
- **Important:** Make sure you're signing in with the same Git provider account that contains the repositories you want the OpenHands agent to work on.
### Step 2: Configure Jira Data Center Integration
1. **Access Integration Settings**
- Navigate to **Settings** > **Integrations**
- Locate **Jira Data Center** section
2. **Configure Workspace**
- Click **Configure** button
- Enter your workspace name and click **Connect**
- If no integration exists, you'll be prompted to enter additional credentials required for the workspace integration:
- **Webhook Secret**: The webhook secret from Step 3 above
- **Service Account Email**: The service account email from Step 1 above
- **Service Account API Key**: The personal access token from Step 2 above
- Ensure **Active** toggle is enabled
<Note>
Workspace name is the host name of your Jira Data Center instance.
Eg: http://jira.all-hands.dev/projects/OH/issues/OH-77
Here the workspace name is **jira.all-hands.dev**.
</Note>
3. **Complete OAuth Flow**
- You'll be redirected to Jira Data Center to complete OAuth verification
- Grant the necessary permissions to verify your workspace access. If you have access to multiple workspaces, select the correct one that you initially provided
- If successful, you will be redirected back to the **Integrations** settings in the OpenHands Cloud UI
### Managing Your Integration
**Edit Configuration:**
- Click the **Edit** button next to your configured platform
- Update any necessary credentials or settings
- Click **Update** to apply changes
- You will need to repeat the OAuth flow as before
- **Important:** Only the original user who created the integration can see the edit view
**Unlink Workspace:**
- In the edit view, click **Unlink** next to the workspace name
- This will deactivate your workspace link
- **Important:** If the original user who configured the integration chooses to unlink their integration, any users currently linked to that integration will also be unlinked, and the workspace integration will be deactivated. The integration can only be reactivated by the original user.
### Screenshots
<AccordionGroup>
<Accordion title="Workspace link flow">
![workspace-link.png](/static/img/jira-dc-user-link.png)
</Accordion>
<Accordion title="Workspace Configure flow">
![workspace-link.png](/static/img/jira-dc-admin-configure.png)
</Accordion>
<Accordion title="Edit view as a user">
![workspace-link.png](/static/img/jira-dc-user-unlink.png)
</Accordion>
<Accordion title="Edit view as the workspace creator">
![workspace-link.png](/static/img/jira-dc-admin-edit.png)
</Accordion>
</AccordionGroup>

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@@ -1,130 +0,0 @@
---
title: Jira Cloud Integration (Coming soon...)
description: Complete guide for setting up Jira Cloud integration with OpenHands Cloud, including service account creation, API token generation, webhook configuration, and workspace integration setup.
---
# Jira Cloud Integration
## Platform Configuration
### Step 1: Create Service Account
1. **Navigate to User Management**
- Go to [Atlassian Admin](https://admin.atlassian.com/)
- Select your organization
- Go to **Directory** > **Users**
2. **Create OpenHands Service Account**
- Click **Service accounts**
- Click **Create a service account**
- Name: `OpenHands Agent`
- Click **Next**
- Select **User** role for Jira app
- Click **Create**
### Step 2: Generate API Token
1. **Access Service Account Configuration**
- Locate the created service account from above step and click on it
- Click **Create API token**
- Set the expiry to 365 days (maximum allowed value)
- Click **Next**
- In **Select token scopes** screen, filter by following values
- App: Jira
- Scope type: Classic
- Scope actions: Write, Read
- Select `read:jira-work` and `write:jira-work` scopes
- Click **Next**
- Review and create API token
- **Important**: Copy and securely store the token immediately
### Step 3: Configure Webhook
1. **Navigate to Webhook Settings**
- Go to **Jira Settings** > **System** > **WebHooks**
- Click **Create a WebHook**
2. **Configure Webhook**
- **Name**: `OpenHands Cloud Integration`
- **Status**: Enabled
- **URL**: `https://app.all-hands.dev/integration/jira/events`
- **Issue related events**: Select the following:
- Issue updated
- Comment created
- **JQL Filter**: Leave empty (or customize as needed)
- Click **Create**
- **Important**: Copy and store the webhook secret securely (you'll need this for workspace integration)
---
## Workspace Integration
### Step 1: Log in to OpenHands Cloud
1. **Navigate and Authenticate**
- Go to [OpenHands Cloud](https://app.all-hands.dev/)
- Sign in with your Git provider (GitHub, GitLab, or BitBucket)
- **Important:** Make sure you're signing in with the same Git provider account that contains the repositories you want the OpenHands agent to work on.
### Step 2: Configure Jira Integration
1. **Access Integration Settings**
- Navigate to **Settings** > **Integrations**
- Locate **Jira Cloud** section
2. **Configure Workspace**
- Click **Configure** button
- Enter your workspace name and click **Connect**
- **Important:** Make sure you enter the full workspace name, eg: **yourcompany.atlassian.net**
- If no integration exists, you'll be prompted to enter additional credentials required for the workspace integration:
- **Webhook Secret**: The webhook secret from Step 3 above
- **Service Account Email**: The service account email from Step 1 above
- **Service Account API Key**: The API token from Step 2 above
- Ensure **Active** toggle is enabled
<Note>
Workspace name is the host name when accessing a resource in Jira Cloud.
Eg: https://all-hands.atlassian.net/browse/OH-55
Here the workspace name is **all-hands**.
</Note>
3. **Complete OAuth Flow**
- You'll be redirected to Jira Cloud to complete OAuth verification
- Grant the necessary permissions to verify your workspace access.
- If successful, you will be redirected back to the **Integrations** settings in the OpenHands Cloud UI
### Managing Your Integration
**Edit Configuration:**
- Click the **Edit** button next to your configured platform
- Update any necessary credentials or settings
- Click **Update** to apply changes
- You will need to repeat the OAuth flow as before
- **Important:** Only the original user who created the integration can see the edit view
**Unlink Workspace:**
- In the edit view, click **Unlink** next to the workspace name
- This will deactivate your workspace link
- **Important:** If the original user who configured the integration chooses to unlink their integration, any users currently linked to that workspace integration will also be unlinked, and the workspace integration will be deactivated. The integration can only be reactivated by the original user.
### Screenshots
<AccordionGroup>
<Accordion title="Workspace link flow">
![workspace-link.png](/static/img/jira-user-link.png)
</Accordion>
<Accordion title="Workspace Configure flow">
![workspace-link.png](/static/img/jira-admin-configure.png)
</Accordion>
<Accordion title="Edit view as a user">
![workspace-link.png](/static/img/jira-user-unlink.png)
</Accordion>
<Accordion title="Edit view as the workspace creator">
![workspace-link.png](/static/img/jira-admin-edit.png)
</Accordion>
</AccordionGroup>

View File

@@ -1,130 +0,0 @@
---
title: Linear Integration (Coming soon...)
description: Complete guide for setting up Linear integration with OpenHands Cloud, including service account creation, API key generation, webhook configuration, and workspace integration setup.
---
# Linear Integration
## Platform Configuration
### Step 1: Create Service Account
1. **Access Team Settings**
- Log in to Linear as a team admin
- Go to **Settings** > **Members**
2. **Invite Service Account**
- Click **Invite members**
- Email: `openhands@yourcompany.com` (replace with your preferred service account email)
- Role: **Member** (with appropriate team access)
- Send invitation
3. **Complete Setup**
- Accept invitation from the service account email
- Complete profile setup
- Ensure access to relevant teams/workspaces
### Step 2: Generate API Key
1. **Access API Settings**
- Log in as the service account
- Go to **Settings** > **Security & access**
2. **Create Personal API Key**
- Click **Create new key**
- Name: `OpenHands Cloud Integration`
- Scopes: Select the following:
- `Read` - Read access to issues and comments
- `Create comments` - Ability to create or update comments
- Select the teams you want to provide access to, or allow access for all teams you have permissions for
- Click **Create**
- **Important**: Copy and store the API key securely
### Step 3: Configure Webhook
1. **Access Webhook Settings**
- Go to **Settings** > **API** > **Webhooks**
- Click **New webhook**
2. **Configure Webhook**
- **Label**: `OpenHands Cloud Integration`
- **URL**: `https://app.all-hands.dev/integration/linear/events`
- **Resource types**: Select:
- `Comment` - For comment events
- `Issue` - For issue updates (label changes)
- Select the teams you want to provide access to, or allow access for all public teams
- Click **Create webhook**
- **Important**: Copy and store the webhook secret securely (you'll need this for workspace integration)
---
## Workspace Integration
### Step 1: Log in to OpenHands Cloud
1. **Navigate and Authenticate**
- Go to [OpenHands Cloud](https://app.all-hands.dev/)
- Sign in with your Git provider (GitHub, GitLab, or BitBucket)
- **Important:** Make sure you're signing in with the same Git provider account that contains the repositories you want the OpenHands agent to work on.
### Step 2: Configure Linear Integration
1. **Access Integration Settings**
- Navigate to **Settings** > **Integrations**
- Locate **Linear** section
2. **Configure Workspace**
- Click **Configure** button
- Enter your workspace name and click **Connect**
- If no integration exists, you'll be prompted to enter additional credentials required for the workspace integration:
- **Webhook Secret**: The webhook secret from Step 3 above
- **Service Account Email**: The service account email from Step 1 above
- **Service Account API Key**: The API key from Step 2 above
- Ensure **Active** toggle is enabled
<Note>
Workspace name is the identifier after the host name when accessing a resource in Linear.
Eg: https://linear.app/allhands/issue/OH-37
Here the workspace name is **allhands**.
</Note>
3. **Complete OAuth Flow**
- You'll be redirected to Linear to complete OAuth verification
- Grant the necessary permissions to verify your workspace access. If you have access to multiple workspaces, select the correct one that you initially provided
- If successful, you will be redirected back to the **Integrations** settings in the OpenHands Cloud UI
### Managing Your Integration
**Edit Configuration:**
- Click the **Edit** button next to your configured platform
- Update any necessary credentials or settings
- Click **Update** to apply changes
- You will need to repeat the OAuth flow as before
- **Important:** Only the original user who created the integration can see the edit view
**Unlink Workspace:**
- In the edit view, click **Unlink** next to the workspace name
- This will deactivate your workspace link
- **Important:** If the original user who configured the integration chooses to unlink their integration, any users currently linked to that integration will also be unlinked, and the workspace integration will be deactivated. The integration can only be reactivated by the original user.
### Screenshots
<AccordionGroup>
<Accordion title="Workspace link flow">
![workspace-link.png](/static/img/linear-user-link.png)
</Accordion>
<Accordion title="Workspace Configure flow">
![workspace-link.png](/static/img/linear-admin-configure.png)
</Accordion>
<Accordion title="Edit view as a user">
![workspace-link.png](/static/img/linear-admin-edit.png)
</Accordion>
<Accordion title="Edit view as the workspace creator">
![workspace-link.png](/static/img/workspace-admin-edit.png)
</Accordion>
</AccordionGroup>

View File

@@ -1,80 +0,0 @@
---
title: Project Management Tool Integrations (Coming soon...)
description: Overview of OpenHands Cloud integrations with project management platforms including Jira Cloud, Jira Data Center, and Linear. Learn about setup requirements, usage methods, and troubleshooting.
---
# Project Management Tool Integrations
## Overview
OpenHands Cloud integrates with project management platforms (Jira Cloud, Jira Data Center, and Linear) to enable AI-powered task delegation. Users can invoke the OpenHands agent by:
- Adding `@openhands` in ticket comments
- Adding the `openhands` label to tickets
## Prerequisites
Integration requires two levels of setup:
1. **Platform Configuration** - Administrative setup of service accounts and webhooks on your project management platform (see individual platform documentation below)
2. **Workspace Integration** - Self-service configuration through the OpenHands Cloud UI to link your OpenHands account to the target workspace
### Platform-Specific Setup Guides:
- [Jira Cloud Integration (Coming soon...)](./jira-integration.md)
- [Jira Data Center Integration (Coming soon...)](./jira-dc-integration.md)
- [Linear Integration (Coming soon...)](./linear-integration.md)
## Usage
Once both the platform configuration and workspace integration are completed, users can trigger the OpenHands agent within their project management platforms using two methods:
### Method 1: Comment Mention
Add a comment to any issue with `@openhands` followed by your task description:
```
@openhands Please implement the user authentication feature described in this ticket
```
### Method 2: Label-based Delegation
Add the label `openhands` to any issue. The OpenHands agent will automatically process the issue based on its description and requirements.
### Git Repository Detection
The OpenHands agent needs to identify which Git repository to work with when processing your issues. Here's how to ensure proper repository detection:
#### Specifying the Target Repository
**Required:** Include the target Git repository in your issue description or comment to ensure the agent works with the correct codebase.
**Supported Repository Formats:**
- Full HTTPS URL: `https://github.com/owner/repository.git`
- GitHub URL without .git: `https://github.com/owner/repository`
- Owner/repository format: `owner/repository`
#### Platform-Specific Behavior
**Linear Integration:** When GitHub integration is enabled for your Linear workspace with issue sync activated, the target repository is automatically detected from the linked GitHub issue. Manual specification is not required in this configuration.
**Jira Integrations:** Always include the repository information in your issue description or `@openhands` comment to ensure proper repository detection.
## Troubleshooting
### Platform Configuration Issues
- **Webhook not triggering**: Verify the webhook URL is correct and the proper event types are selected (Comment, Issue updated)
- **API authentication failing**: Check API key/token validity and ensure required scopes are granted. If your current API token is expired, make sure to update it in the respective integration settings
- **Permission errors**: Ensure the service account has access to relevant projects/teams and appropriate permissions
### Workspace Integration Issues
- **Workspace linking requests credentials**: If there are no active workspace integrations for the workspace you specified, you need to configure it first. Contact your platform administrator that you want to integrate with (eg: Jira, Linear)
- **Integration not found**: Verify the workspace name matches exactly and that platform configuration was completed first
- **OAuth flow fails**: Make sure that you're authorizing with the correct account with proper workspace access
### General Issues
- **Agent not responding**: Check webhook logs in your platform settings and verify service account status
- **Authentication errors**: Verify Git provider permissions and OpenHands Cloud access
- **Agent fails to identify git repo**: Ensure you're signing in with the same Git provider account that contains the repositories you want OpenHands to work on
- **Partial functionality**: Ensure both platform configuration and workspace integration are properly completed
### Getting Help
For additional support, contact OpenHands Cloud support with:
- Your integration platform (Linear, Jira Cloud, or Jira Data Center)
- Workspace name
- Error logs from webhook/integration attempts
- Screenshots of configuration settings (without sensitive credentials)

View File

@@ -12,12 +12,6 @@ description: This guide walks you through installing the OpenHands Slack app.
allowFullScreen>
</iframe>
<Info>
OpenHands utilizes a large language model (LLM), which may generate responses that are inaccurate or incomplete.
While we strive for accuracy, OpenHands' outputs are not guaranteed to be correct, and we encourage users to
validate critical information independently.
</Info>
## Prerequisites
- Access to OpenHands Cloud.
@@ -30,7 +24,7 @@ validate critical information independently.
**This step is for Slack admins/owners**
1. Make sure you have permissions to install Apps to your workspace.
2. Click the button below to install OpenHands Slack App <a target="_blank" href="https://slack.com/oauth/v2/authorize?client_id=7477886716822.8729519890534&scope=app_mentions:read,channels:history,chat:write,groups:history,im:history,mpim:history,users:read&user_scope="><img alt="Add to Slack" height="40" width="139" src="https://platform.slack-edge.com/img/add_to_slack.png" srcSet="https://platform.slack-edge.com/img/add_to_slack.png 1x, https://platform.slack-edge.com/img/add_to_slack@2x.png 2x" /></a>
2. Click the button below to install OpenHands Slack App <a target="_blank" href="https://slack.com/oauth/v2/authorize?client_id=7477886716822.8729519890534&scope=app_mentions:read,chat:write,users:read,channels:history,groups:history,mpim:history,im:history&user_scope=channels:history,groups:history,im:history,mpim:history"><img alt="Add to Slack" height="40" width="139" src="https://platform.slack-edge.com/img/add_to_slack.png" srcSet="https://platform.slack-edge.com/img/add_to_slack.png 1x, https://platform.slack-edge.com/img/add_to_slack@2x.png 2x" /></a>
3. In the top right corner, select the workspace to install the OpenHands Slack app.
4. Review permissions and click allow.
@@ -41,7 +35,7 @@ validate critical information independently.
**Make sure your Slack workspace admin/owner has installed OpenHands Slack App first.**
Every user in the Slack workspace (including admins/owners) must link their OpenHands Cloud account to the OpenHands Slack App. To do this:
1. Visit the [Settings > Integrations](https://app.all-hands.dev/settings/integrations) page in OpenHands Cloud.
1. Visit [integrations settings](https://app.all-hands.dev/settings/integrations) in OpenHands Cloud.
2. Click `Install OpenHands Slack App`.
3. In the top right corner, select the workspace to install the OpenHands Slack app.
4. Review permissions and click allow.
@@ -59,8 +53,7 @@ To start a new conversation, you can mention `@openhands` in a new message or a
Once a conversation is started, all thread messages underneath it will be follow-up messages to OpenHands.
To send follow-up messages for the same conversation, mention `@openhands` in a thread reply to the original message.
You must be the user who started the conversation.
To send follow-up messages for the same conversation, mention `@openhands` in a thread reply to the original message. You must be the user who started the conversation.
## Example conversation
@@ -68,7 +61,7 @@ You must be the user who started the conversation.
Conversation is started by mentioning `@openhands`.
![slack-create-conversation.png](/static/img/slack-create-conversation.png)
![slack-create-convo.png](/static/img/slack-create-convo.png)
### See agent response and send follow up messages

View File

@@ -1,19 +1,28 @@
---
title: Secrets Management
description: How to manage secrets in OpenHands.
title: OpenHands Settings
description: Overview of some of the settings available in OpenHands.
---
## Overview
## Openhands Cloud vs Running on Your Own
There are some differences between the settings available in OpenHands Cloud and those available when running OpenHands
on your own:
* [OpenHands Cloud settings](/usage/cloud/cloud-ui#settings)
* [Settings available when running on your own](/usage/how-to/gui-mode#settings)
Refer to these pages for more detailed information.
## Secrets Management
OpenHands provides a secrets manager that allows you to securely store and manage sensitive information that can be
accessed by the agent during runtime, such as API keys. These secrets are automatically exported as environment
variables in the agent's runtime environment.
## Accessing the Secrets Manager
### Accessing the Secrets Manager
Navigate to the `Settings > Secrets` page. Here, you'll see a list of all your existing custom secrets.
In the Settings page, navigate to the `Secrets` tab. Here, you'll see a list of all your existing custom secrets.
## Adding a New Secret
### Adding a New Secret
1. Click `Add a new secret`.
2. Fill in the following fields:
- **Name**: A unique identifier for your secret (e.g., `AWS_ACCESS_KEY`). This will be the environment variable name.
@@ -21,7 +30,7 @@ Navigate to the `Settings > Secrets` page. Here, you'll see a list of all your e
- **Description** (optional): A brief description of what the secret is used for, which is also provided to the agent.
3. Click `Add secret` to save.
## Editing a Secret
### Editing a Secret
1. Click the `Edit` button next to the secret you want to modify.
2. You can update the name and description of the secret.
@@ -30,13 +39,14 @@ Navigate to the `Settings > Secrets` page. Here, you'll see a list of all your e
value, delete the secret and create a new one.
</Note>
## Deleting a Secret
### Deleting a Secret
1. Click the `Delete` button next to the secret you want to remove.
2. Select `Confirm` to delete the secret.
## Using Secrets in the Agent
### Using Secrets in the Agent
- All custom secrets are automatically exported as environment variables in the agent's runtime environment.
- You can access them in your code using standard environment variable access methods. For example, if you create a
secret named `OPENAI_API_KEY`, you can access it in your code as `process.env.OPENAI_API_KEY` in JavaScript or
`os.environ['OPENAI_API_KEY']` in Python.
- You can access them in your code using standard environment variable access methods
(e.g., `os.environ['SECRET_NAME']` in Python).
- Example: If you create a secret named `OPENAI_API_KEY`, you can access it in your code as
`process.env.OPENAI_API_KEY` in JavaScript or `os.environ['OPENAI_API_KEY']` in Python.

View File

@@ -8,11 +8,6 @@ description: This page outlines all available configuration options for OpenHand
In GUI Mode, any settings applied through the Settings UI will take precedence.
</Note>
<Note>
**Looking for Environment Variables?** All configuration options can also be set using environment variables.
See the [Environment Variables Reference](./environment-variables) for a complete list with examples.
</Note>
## Location of the `config.toml` File
When running OpenHands in CLI, headless, or development mode, you can use a project-specific `config.toml` file for configuration, which must be
@@ -23,11 +18,6 @@ specify a different path to the `config.toml` file.
The core configuration options are defined in the `[core]` section of the `config.toml` file.
Core configuration options can be set as environment variables by converting to uppercase. For example:
- `debug` → `DEBUG`
- `cache_dir` → `CACHE_DIR`
- `runtime` → `RUNTIME`
### Workspace
- `workspace_base` **(Deprecated)**
- Type: `str`
@@ -151,11 +141,6 @@ The LLM (Large Language Model) configuration options are defined in the `[llm]`
To use these with the docker command, pass in `-e LLM_<option>`. Example: `-e LLM_NUM_RETRIES`.
All LLM configuration options can be set as environment variables by prefixing with `LLM_` and converting to uppercase. For example:
- `model` → `LLM_MODEL`
- `api_key` → `LLM_API_KEY`
- `base_url` → `LLM_BASE_URL`
<Note>
For development setups, you can also define custom named LLM configurations. See [Custom LLM Configurations](./llms/custom-llm-configs) for details.
</Note>
@@ -292,11 +277,6 @@ For development setups, you can also define custom named LLM configurations. See
The agent configuration options are defined in the `[agent]` and `[agent.<agent_name>]` sections of the `config.toml` file.
Agent configuration options can be set as environment variables by prefixing with `AGENT_` and converting to uppercase. For example:
- `enable_browsing` → `AGENT_ENABLE_BROWSING`
- `function_calling` → `AGENT_FUNCTION_CALLING`
- `llm_config` → `AGENT_LLM_CONFIG`
### LLM Configuration
- `llm_config`
- Type: `str`
@@ -348,11 +328,6 @@ The sandbox configuration options are defined in the `[sandbox]` section of the
To use these with the docker command, pass in `-e SANDBOX_<option>`. Example: `-e SANDBOX_TIMEOUT`.
All sandbox configuration options can be set as environment variables by prefixing with `SANDBOX_` and converting to uppercase. For example:
- `timeout` → `SANDBOX_TIMEOUT`
- `user_id` → `SANDBOX_USER_ID`
- `base_container_image` → `SANDBOX_BASE_CONTAINER_IMAGE`
### Execution
- `timeout`
- Type: `int`
@@ -415,10 +390,6 @@ The security configuration options are defined in the `[security]` section of th
To use these with the docker command, pass in `-e SECURITY_<option>`. Example: `-e SECURITY_CONFIRMATION_MODE`.
All security configuration options can be set as environment variables by prefixing with `SECURITY_` and converting to uppercase. For example:
- `confirmation_mode` → `SECURITY_CONFIRMATION_MODE`
- `security_analyzer` → `SECURITY_SECURITY_ANALYZER`
### Confirmation Mode
- `confirmation_mode`
- Type: `bool`

View File

@@ -1,52 +0,0 @@
# Confirmation Mode and Security Analyzers
OpenHands provides a security framework to help protect users from potentially risky actions through **Confirmation Mode** and **Security Analyzers**. This system analyzes agent actions and prompts users for confirmation when high-risk operations are detected.
## Overview
The security system consists of two main components:
1. **Confirmation Mode**: When enabled, the agent will pause and ask for user confirmation before executing actions that are flagged as high-risk by the security analyzer.
2. **Security Analyzers**: These are modules that evaluate the risk level of agent actions and determine whether user confirmation is required.
## Configuration
### CLI
In CLI mode, confirmation is enabled by default. You will have an option to uses the LLM Analyzer and will automatically confirm LOW and MEDIUM risk actions, only prompting for HIGH risk actions.
## Security Analyzers
OpenHands includes multiple analyzers:
- **No Analyzer**: Do not use any security analyzer. The agent will prompt you to confirm *EVERY* action.
- **LLM Risk Analyzer** (default): Uses the same LLM as the agent to assess action risk levels
- **Invariant Analyzer**: Uses Invariant Labs' policy engine to evaluate action traces against security policies
### LLM Risk Analyzer
The default analyzer that leverages the agent's LLM to evaluate the security risk of each action. It considers the action type, parameters, and context to assign risk levels.
### Invariant Analyzer
An advanced analyzer that:
- Collects conversation events and parses them into a trace
- Checks the trace against an Invariant policy to classify risk (low, medium, high)
- Manages an Invariant server container automatically if needed
- Supports optional browsing-alignment and harmful-content checks
## How It Works
1. **Action Analysis**: When the agent wants to perform an action, the selected security analyzer evaluates its risk level.
2. **Risk Assessment**: The analyzer returns one of three risk levels:
- **LOW**: Action proceeds without confirmation
- **MEDIUM**: Action proceeds without confirmation (may be configurable in future)
- **HIGH**: Action is paused, and user confirmation is requested
3. **User Confirmation**: For high-risk actions, a confirmation dialog appears with:
- Description of the action
- Risk assessment explanation
- Options to approve or deny action
4. **Action Execution**: Based on user response:
- **Approve**: Action proceeds as planned
- **Deny**: Action is cancelled

View File

@@ -1,251 +0,0 @@
---
title: Environment Variables Reference
description: Complete reference of all environment variables supported by OpenHands
---
This page provides a reference of environment variables that can be used to configure OpenHands. Environment variables provide an alternative to TOML configuration files and are particularly useful for containerized deployments, CI/CD pipelines, and cloud environments.
## Environment Variable Naming Convention
OpenHands follows a consistent naming pattern for environment variables:
- **Core settings**: Direct uppercase mapping (e.g., `debug` → `DEBUG`)
- **LLM settings**: Prefixed with `LLM_` (e.g., `model` → `LLM_MODEL`)
- **Agent settings**: Prefixed with `AGENT_` (e.g., `enable_browsing` → `AGENT_ENABLE_BROWSING`)
- **Sandbox settings**: Prefixed with `SANDBOX_` (e.g., `timeout` → `SANDBOX_TIMEOUT`)
- **Security settings**: Prefixed with `SECURITY_` (e.g., `confirmation_mode` → `SECURITY_CONFIRMATION_MODE`)
## Core Configuration Variables
These variables correspond to the `[core]` section in `config.toml`:
| Environment Variable | Type | Default | Description |
|---------------------|------|---------|-------------|
| `DEBUG` | boolean | `false` | Enable debug logging throughout the application |
| `DISABLE_COLOR` | boolean | `false` | Disable colored output in terminal |
| `CACHE_DIR` | string | `"/tmp/cache"` | Directory path for caching |
| `SAVE_TRAJECTORY_PATH` | string | `"./trajectories"` | Path to store conversation trajectories |
| `REPLAY_TRAJECTORY_PATH` | string | `""` | Path to load and replay a trajectory file |
| `FILE_STORE_PATH` | string | `"/tmp/file_store"` | File store directory path |
| `FILE_STORE` | string | `"memory"` | File store type (`memory`, `local`, etc.) |
| `FILE_UPLOADS_MAX_FILE_SIZE_MB` | integer | `0` | Maximum file upload size in MB (0 = no limit) |
| `FILE_UPLOADS_RESTRICT_FILE_TYPES` | boolean | `false` | Whether to restrict file upload types |
| `FILE_UPLOADS_ALLOWED_EXTENSIONS` | list | `[".*"]` | List of allowed file extensions for uploads |
| `MAX_BUDGET_PER_TASK` | float | `0.0` | Maximum budget per task (0.0 = no limit) |
| `MAX_ITERATIONS` | integer | `100` | Maximum number of iterations per task |
| `RUNTIME` | string | `"docker"` | Runtime environment (`docker`, `local`, `cli`, etc.) |
| `DEFAULT_AGENT` | string | `"CodeActAgent"` | Default agent class to use |
| `JWT_SECRET` | string | auto-generated | JWT secret for authentication |
| `RUN_AS_OPENHANDS` | boolean | `true` | Whether to run as the openhands user |
| `VOLUMES` | string | `""` | Volume mounts in format `host:container[:mode]` |
## LLM Configuration Variables
These variables correspond to the `[llm]` section in `config.toml`:
| Environment Variable | Type | Default | Description |
|---------------------|------|---------|-------------|
| `LLM_MODEL` | string | `"claude-3-5-sonnet-20241022"` | LLM model to use |
| `LLM_API_KEY` | string | `""` | API key for the LLM provider |
| `LLM_BASE_URL` | string | `""` | Custom API base URL |
| `LLM_API_VERSION` | string | `""` | API version to use |
| `LLM_TEMPERATURE` | float | `0.0` | Sampling temperature |
| `LLM_TOP_P` | float | `1.0` | Top-p sampling parameter |
| `LLM_MAX_INPUT_TOKENS` | integer | `0` | Maximum input tokens (0 = no limit) |
| `LLM_MAX_OUTPUT_TOKENS` | integer | `0` | Maximum output tokens (0 = no limit) |
| `LLM_MAX_MESSAGE_CHARS` | integer | `30000` | Maximum characters that will be sent to the model in observation content |
| `LLM_TIMEOUT` | integer | `0` | API timeout in seconds (0 = no timeout) |
| `LLM_NUM_RETRIES` | integer | `8` | Number of retry attempts |
| `LLM_RETRY_MIN_WAIT` | integer | `15` | Minimum wait time between retries (seconds) |
| `LLM_RETRY_MAX_WAIT` | integer | `120` | Maximum wait time between retries (seconds) |
| `LLM_RETRY_MULTIPLIER` | float | `2.0` | Exponential backoff multiplier |
| `LLM_DROP_PARAMS` | boolean | `false` | Drop unsupported parameters without error |
| `LLM_CACHING_PROMPT` | boolean | `true` | Enable prompt caching if supported |
| `LLM_DISABLE_VISION` | boolean | `false` | Disable vision capabilities for cost reduction |
| `LLM_CUSTOM_LLM_PROVIDER` | string | `""` | Custom LLM provider name |
| `LLM_OLLAMA_BASE_URL` | string | `""` | Base URL for Ollama API |
| `LLM_INPUT_COST_PER_TOKEN` | float | `0.0` | Cost per input token |
| `LLM_OUTPUT_COST_PER_TOKEN` | float | `0.0` | Cost per output token |
| `LLM_REASONING_EFFORT` | string | `""` | Reasoning effort for o-series models (`low`, `medium`, `high`) |
### AWS Configuration
| Environment Variable | Type | Default | Description |
|---------------------|------|---------|-------------|
| `LLM_AWS_ACCESS_KEY_ID` | string | `""` | AWS access key ID |
| `LLM_AWS_SECRET_ACCESS_KEY` | string | `""` | AWS secret access key |
| `LLM_AWS_REGION_NAME` | string | `""` | AWS region name |
## Agent Configuration Variables
These variables correspond to the `[agent]` section in `config.toml`:
| Environment Variable | Type | Default | Description |
|---------------------|------|---------|-------------|
| `AGENT_LLM_CONFIG` | string | `""` | Name of LLM config group to use |
| `AGENT_FUNCTION_CALLING` | boolean | `true` | Enable function calling |
| `AGENT_ENABLE_BROWSING` | boolean | `false` | Enable browsing delegate |
| `AGENT_ENABLE_LLM_EDITOR` | boolean | `false` | Enable LLM-based editor |
| `AGENT_ENABLE_JUPYTER` | boolean | `false` | Enable Jupyter integration |
| `AGENT_ENABLE_HISTORY_TRUNCATION` | boolean | `true` | Enable history truncation |
| `AGENT_ENABLE_PROMPT_EXTENSIONS` | boolean | `true` | Enable microagents (prompt extensions) |
| `AGENT_DISABLED_MICROAGENTS` | list | `[]` | List of microagents to disable |
## Sandbox Configuration Variables
These variables correspond to the `[sandbox]` section in `config.toml`:
| Environment Variable | Type | Default | Description |
|---------------------|------|---------|-------------|
| `SANDBOX_TIMEOUT` | integer | `120` | Sandbox timeout in seconds |
| `SANDBOX_USER_ID` | integer | `1000` | User ID for sandbox processes |
| `SANDBOX_BASE_CONTAINER_IMAGE` | string | `"nikolaik/python-nodejs:python3.12-nodejs22"` | Base container image |
| `SANDBOX_USE_HOST_NETWORK` | boolean | `false` | Use host networking |
| `SANDBOX_RUNTIME_BINDING_ADDRESS` | string | `"0.0.0.0"` | Runtime binding address |
| `SANDBOX_ENABLE_AUTO_LINT` | boolean | `false` | Enable automatic linting |
| `SANDBOX_INITIALIZE_PLUGINS` | boolean | `true` | Initialize sandbox plugins |
| `SANDBOX_RUNTIME_EXTRA_DEPS` | string | `""` | Extra dependencies to install |
| `SANDBOX_RUNTIME_STARTUP_ENV_VARS` | dict | `{}` | Environment variables for runtime |
| `SANDBOX_BROWSERGYM_EVAL_ENV` | string | `""` | BrowserGym evaluation environment |
| `SANDBOX_VOLUMES` | string | `""` | Volume mounts (replaces deprecated workspace settings) |
| `SANDBOX_RUNTIME_CONTAINER_IMAGE` | string | `""` | Pre-built runtime container image |
| `SANDBOX_KEEP_RUNTIME_ALIVE` | boolean | `false` | Keep runtime alive after session ends |
| `SANDBOX_PAUSE_CLOSED_RUNTIMES` | boolean | `false` | Pause instead of stopping closed runtimes |
| `SANDBOX_CLOSE_DELAY` | integer | `300` | Delay before closing idle runtimes (seconds) |
| `SANDBOX_RM_ALL_CONTAINERS` | boolean | `false` | Remove all containers when stopping |
| `SANDBOX_ENABLE_GPU` | boolean | `false` | Enable GPU support |
| `SANDBOX_CUDA_VISIBLE_DEVICES` | string | `""` | Specify GPU devices by ID |
| `SANDBOX_VSCODE_PORT` | integer | auto | Specific port for VSCode server |
### Sandbox Environment Variables
Variables prefixed with `SANDBOX_ENV_` are passed through to the sandbox environment:
| Environment Variable | Description |
|---------------------|-------------|
| `SANDBOX_ENV_*` | Any variable with this prefix is passed to the sandbox (e.g., `SANDBOX_ENV_OPENAI_API_KEY`) |
## Security Configuration Variables
These variables correspond to the `[security]` section in `config.toml`:
| Environment Variable | Type | Default | Description |
|---------------------|------|---------|-------------|
| `SECURITY_CONFIRMATION_MODE` | boolean | `false` | Enable confirmation mode for actions |
| `SECURITY_SECURITY_ANALYZER` | string | `"llm"` | Security analyzer to use (`llm`, `invariant`) |
| `SECURITY_ENABLE_SECURITY_ANALYZER` | boolean | `true` | Enable security analysis |
## Debug and Logging Variables
| Environment Variable | Type | Default | Description |
|---------------------|------|---------|-------------|
| `DEBUG` | boolean | `false` | Enable general debug logging |
| `DEBUG_LLM` | boolean | `false` | Enable LLM-specific debug logging |
| `DEBUG_RUNTIME` | boolean | `false` | Enable runtime debug logging |
| `LOG_TO_FILE` | boolean | auto | Log to file (auto-enabled when DEBUG=true) |
## Runtime-Specific Variables
### Docker Runtime
| Environment Variable | Type | Default | Description |
|---------------------|------|---------|-------------|
| `SANDBOX_VOLUME_OVERLAYS` | string | `""` | Volume overlay configurations |
### Remote Runtime
| Environment Variable | Type | Default | Description |
|---------------------|------|---------|-------------|
| `SANDBOX_API_KEY` | string | `""` | API key for remote runtime |
| `SANDBOX_REMOTE_RUNTIME_API_URL` | string | `""` | Remote runtime API URL |
### Local Runtime
| Environment Variable | Type | Default | Description |
|---------------------|------|---------|-------------|
| `RUNTIME_URL` | string | `""` | Runtime URL for local runtime |
| `RUNTIME_URL_PATTERN` | string | `""` | Runtime URL pattern |
| `RUNTIME_ID` | string | `""` | Runtime identifier |
| `LOCAL_RUNTIME_MODE` | string | `""` | Enable local runtime mode (`1` to enable) |
## Integration Variables
### GitHub Integration
| Environment Variable | Type | Default | Description |
|---------------------|------|---------|-------------|
| `GITHUB_TOKEN` | string | `""` | GitHub personal access token |
### Third-Party API Keys
| Environment Variable | Type | Default | Description |
|---------------------|------|---------|-------------|
| `OPENAI_API_KEY` | string | `""` | OpenAI API key |
| `ANTHROPIC_API_KEY` | string | `""` | Anthropic API key |
| `GOOGLE_API_KEY` | string | `""` | Google API key |
| `AZURE_API_KEY` | string | `""` | Azure API key |
| `TAVILY_API_KEY` | string | `""` | Tavily search API key |
## Server Configuration Variables
These are primarily used when running OpenHands as a server:
| Environment Variable | Type | Default | Description |
|---------------------|------|---------|-------------|
| `FRONTEND_PORT` | integer | `3000` | Frontend server port |
| `BACKEND_PORT` | integer | `8000` | Backend server port |
| `FRONTEND_HOST` | string | `"localhost"` | Frontend host address |
| `BACKEND_HOST` | string | `"localhost"` | Backend host address |
| `WEB_HOST` | string | `"localhost"` | Web server host |
| `SERVE_FRONTEND` | boolean | `true` | Whether to serve frontend |
## Deprecated Variables
These variables are deprecated and should be replaced:
| Environment Variable | Replacement | Description |
|---------------------|-------------|-------------|
| `WORKSPACE_BASE` | `SANDBOX_VOLUMES` | Use volume mounting instead |
| `WORKSPACE_MOUNT_PATH` | `SANDBOX_VOLUMES` | Use volume mounting instead |
| `WORKSPACE_MOUNT_PATH_IN_SANDBOX` | `SANDBOX_VOLUMES` | Use volume mounting instead |
| `WORKSPACE_MOUNT_REWRITE` | `SANDBOX_VOLUMES` | Use volume mounting instead |
## Usage Examples
### Basic Setup with OpenAI
```bash
export LLM_MODEL="gpt-4o"
export LLM_API_KEY="your-openai-api-key"
export DEBUG=true
```
### Docker Deployment with Custom Volumes
```bash
export RUNTIME="docker"
export SANDBOX_VOLUMES="/host/workspace:/workspace:rw,/host/data:/data:ro"
export SANDBOX_TIMEOUT=300
```
### Remote Runtime Configuration
```bash
export RUNTIME="remote"
export SANDBOX_API_KEY="your-remote-api-key"
export SANDBOX_REMOTE_RUNTIME_API_URL="https://your-runtime-api.com"
```
### Security-Enhanced Setup
```bash
export SECURITY_CONFIRMATION_MODE=true
export SECURITY_SECURITY_ANALYZER="llm"
export DEBUG_RUNTIME=true
```
## Notes
1. **Boolean Values**: Environment variables expecting boolean values accept `true`/`false`, `1`/`0`, or `yes`/`no` (case-insensitive).
2. **List Values**: Lists should be provided as Python literal strings, e.g., `AGENT_DISABLED_MICROAGENTS='["microagent1", "microagent2"]'`.
3. **Dictionary Values**: Dictionaries should be provided as Python literal strings, e.g., `SANDBOX_RUNTIME_STARTUP_ENV_VARS='{"KEY": "value"}'`.
4. **Precedence**: Environment variables take precedence over TOML configuration files.
5. **Docker Usage**: When using Docker, pass environment variables with the `-e` flag:
```bash
docker run -e LLM_API_KEY="your-key" -e DEBUG=true openhands/openhands
```
6. **Validation**: Invalid environment variable values will be logged as errors and fall back to defaults.

View File

@@ -89,7 +89,7 @@ If you would like to set things up more systematically, you can:
1. **Search existing issues**: Check our [GitHub issues](https://github.com/All-Hands-AI/OpenHands/issues) to see if
others have encountered the same problem.
2. **Join our community**: Get help from other users and developers:
- [Slack community](https://dub.sh/openhands)
- [Slack community](https://join.slack.com/t/openhands-ai/shared_invite/zt-3847of6xi-xuYJIPa6YIPg4ElbDWbtSA)
- [Discord server](https://discord.gg/ESHStjSjD4)
3. **Check our troubleshooting guide**: Common issues and solutions are documented in
[Troubleshooting](/usage/troubleshooting/troubleshooting).

View File

@@ -20,42 +20,27 @@ for scripting.
### Running with Python
**Note** - OpenHands requires Python version 3.12 or higher (Python 3.14 is not currently supported) and `uv` for the default `fetch` MCP server (more details below).
**Note** - OpenHands requires Python version 3.12 or higher (Python 3.14 is not currently supported)
#### Recommended: Using uv
1. Install OpenHands using pip:
```bash
pip install openhands-ai
```
We recommend using [uv](https://docs.astral.sh/uv/) for the best OpenHands experience. uv provides better isolation from your current project's virtual environment and is required for OpenHands' default MCP servers.
Or if you prefer not to manage your own Python environment, you can use `uvx`:
1. **Install uv** (if you haven't already):
See the [uv installation guide](https://docs.astral.sh/uv/getting-started/installation/) for the latest installation instructions for your platform.
2. **Launch OpenHands CLI**:
```bash
uvx --python 3.12 --from openhands-ai openhands
```
<AccordionGroup>
<Accordion title="Alternative: Traditional pip installation">
If you prefer to use pip:
```bash
# Install OpenHands
pip install openhands-ai
```
Note that you'll still need `uv` installed for the default MCP servers to work properly.
</Accordion>
<Accordion title="Create shell aliases for easy access across environments">
Add the following to your shell configuration file (`.bashrc`, `.zshrc`, etc.):
```bash
# Add OpenHands aliases (recommended)
# Add OpenHands aliases
alias openhands="uvx --python 3.12 --from openhands-ai openhands"
alias oh="uvx --python 3.12 --from openhands-ai openhands"
```
@@ -87,10 +72,15 @@ source ~/.bashrc # or source ~/.zshrc
</AccordionGroup>
2. Launch an interactive OpenHands conversation from the command line:
```bash
openhands
```
<Note>
If you have cloned the repository, you can also run the CLI directly using Poetry:
poetry run openhands
poetry run python -m openhands.cli.main
</Note>
3. Set your model, API key, and other preferences using the UI (or alternatively environment variables, below).
@@ -105,7 +95,7 @@ The conversation history will be saved in `~/.openhands/sessions`.
1. Set the following environment variables in your terminal:
- `SANDBOX_VOLUMES` to specify the directory you want OpenHands to access ([See using SANDBOX_VOLUMES for more info](../runtimes/docker#using-sandbox_volumes))
- `LLM_MODEL` - the LLM model to use (e.g. `export LLM_MODEL="anthropic/claude-sonnet-4-20250514"` or `export LLM_MODEL="anthropic/claude-sonnet-4-5-20250929"`)
- `LLM_MODEL` - the LLM model to use (e.g. `export LLM_MODEL="anthropic/claude-sonnet-4-20250514"`)
- `LLM_API_KEY` - your API key (e.g. `export LLM_API_KEY="sk_test_12345"`)
2. Run the following command:
@@ -113,7 +103,7 @@ The conversation history will be saved in `~/.openhands/sessions`.
```bash
docker run -it \
--pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.57-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.49-nikolaik \
-e SANDBOX_USER_ID=$(id -u) \
-e SANDBOX_VOLUMES=$SANDBOX_VOLUMES \
-e LLM_API_KEY=$LLM_API_KEY \
@@ -122,8 +112,8 @@ docker run -it \
-v ~/.openhands:/.openhands \
--add-host host.docker.internal:host-gateway \
--name openhands-app-$(date +%Y%m%d%H%M%S) \
docker.all-hands.dev/all-hands-ai/openhands:0.57 \
python -m openhands.cli.entry --override-cli-mode true
docker.all-hands.dev/all-hands-ai/openhands:0.49 \
python -m openhands.cli.main --override-cli-mode true
```
<Note>
@@ -163,7 +153,6 @@ You can use the following commands whenever the prompt (`>`) is displayed:
| `/new` | Start a new conversation |
| `/settings` | View and modify current LLM/agent settings |
| `/resume` | Resume the agent if paused |
| `/mcp` | Manage MCP server configuration and view connection errors |
#### Settings and Configuration
@@ -173,7 +162,7 @@ follow the prompts:
- **Basic settings**: Choose a model/provider and enter your API key.
- **Advanced settings**: Set custom endpoints, enable or disable confirmation mode, and configure memory condensation.
Settings can also be managed via the `config.toml` file in the current directory or `~/.openhands/config.toml`.
Settings can also be managed via the `config.toml` file.
#### Repository Initialization
@@ -185,41 +174,6 @@ project details and structure. Use this when onboarding the agent to a new codeb
You can pause the agent while it is running by pressing `Ctrl-P`. To continue the conversation after pausing, simply
type `/resume` at the prompt.
#### MCP Server Management
To configure Model Context Protocol (MCP) servers, you can refer to the documentation on [MCP servers](../mcp) and use the `/mcp` command in the CLI. This command provides an interactive interface for managing Model Context Protocol (MCP) servers:
- **List configured servers**: View all currently configured MCP servers (SSE, Stdio, and SHTTP)
- **Add new server**: Interactively add a new MCP server with guided prompts
- **Remove server**: Remove an existing MCP server from your configuration
- **View errors**: Display any connection errors that occurred during MCP server startup
This command modifies your `~/.openhands/config.toml` file and will prompt you to restart OpenHands for changes to take effect.
By default, the [Fetch MCP server](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) will be automatically configured for OpenHands. You can also [enable search engine](../search-engine-setup) via the [Tavily MCP server](https://github.com/tavily-ai/tavily-mcp) by setting the `search_api_key` under the `[core]` section in the `~/.openhands/config.toml` file.
##### Example of the `config.toml` file with MCP server configuration:
```toml
[core]
search_api_key = "tvly-your-api-key-here"
[mcp]
stdio_servers = [
{name="fetch", command="uvx", args=["mcp-server-fetch"]},
]
sse_servers = [
# Basic SSE server with just a URL
"http://example.com:8080/sse",
]
shttp_servers = [
# Streamable HTTP server with API key authentication
{url="https://secure-example.com/mcp", api_key="your-api-key"}
]
```
## Tips and Troubleshooting
- Use `/help` at any time to see the list of available commands.

View File

@@ -7,67 +7,6 @@ description: High level overview of the Graphical User Interface (GUI) in OpenHa
- [OpenHands is running](/usage/local-setup)
## Launching the GUI Server
### Using the CLI Command
You can launch the OpenHands GUI server directly from the command line using the `serve` command:
<Callout type="info">
**Prerequisites**: You need to have the [OpenHands CLI installed](/usage/how-to/cli-mode) first, OR have `uv` installed and run `uvx --python 3.12 --from openhands-ai openhands serve`. Otherwise, you'll need to use Docker directly (see the [Docker section](#using-docker-directly) below).
</Callout>
```bash
openhands serve
```
This command will:
- Check that Docker is installed and running
- Pull the required Docker images
- Launch the OpenHands GUI server at http://localhost:3000
- Use the same configuration directory (`~/.openhands`) as the CLI mode
#### Mounting Your Current Directory
To mount your current working directory into the GUI server container, use the `--mount-cwd` flag:
```bash
openhands serve --mount-cwd
```
This is useful when you want to work on files in your current directory through the GUI. The directory will be mounted at `/workspace` inside the container.
#### Using GPU Support
If you have NVIDIA GPUs and want to make them available to the OpenHands container, use the `--gpu` flag:
```bash
openhands serve --gpu
```
This will enable GPU support via nvidia-docker, mounting all available GPUs into the container. You can combine this with other flags:
```bash
openhands serve --gpu --mount-cwd
```
**Prerequisites for GPU support:**
- NVIDIA GPU drivers must be installed on your host system
- [NVIDIA Container Toolkit (nvidia-docker2)](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html) must be installed and configured
#### Requirements
Before using the `openhands serve` command, ensure that:
- Docker is installed and running on your system
- You have internet access to pull the required Docker images
- Port 3000 is available on your system
The CLI will automatically check these requirements and provide helpful error messages if anything is missing.
### Using Docker Directly
Alternatively, you can run the GUI server using Docker directly. See the [local setup guide](/usage/local-setup) for detailed Docker instructions.
## Overview
### Initial Setup
@@ -85,11 +24,11 @@ You can use the Settings page at any time to:
- Setup the LLM provider and model for OpenHands.
- [Setup the search engine](/usage/search-engine-setup).
- [Configure MCP servers](/usage/settings/mcp-settings).
- [Configure MCP servers](/usage/mcp).
- [Connect to GitHub](/usage/how-to/gui-mode#github-setup), [connect to GitLab](/usage/how-to/gui-mode#gitlab-setup)
and [connect to Bitbucket](/usage/how-to/gui-mode#bitbucket-setup).
- Set application settings like your preferred language, notifications and other preferences.
- [Manage custom secrets](/usage/settings/secrets-settings).
- [Manage custom secrets](/usage/common-settings#secrets-management).
#### GitHub Setup

View File

@@ -52,8 +52,8 @@ Set environment variables and run the Docker command:
```bash
# Set required environment variables
export SANDBOX_VOLUMES="/path/to/workspace:/workspace:rw" # Format: host_path:container_path:mode
export LLM_MODEL="anthropic/claude-sonnet-4-20250514" # or "anthropic/claude-sonnet-4-5-20250929"
export SANDBOX_VOLUMES="/path/to/workspace" # See SANDBOX_VOLUMES docs for details
export LLM_MODEL="anthropic/claude-sonnet-4-20250514"
export LLM_API_KEY="your-api-key"
export SANDBOX_SELECTED_REPO="owner/repo-name" # Optional: requires GITHUB_TOKEN
export GITHUB_TOKEN="your-token" # Required for repository operations
@@ -61,7 +61,7 @@ export GITHUB_TOKEN="your-token" # Required for repository operations
# Run OpenHands
docker run -it \
--pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.57-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.49-nikolaik \
-e SANDBOX_USER_ID=$(id -u) \
-e SANDBOX_VOLUMES=$SANDBOX_VOLUMES \
-e LLM_API_KEY=$LLM_API_KEY \
@@ -73,7 +73,7 @@ docker run -it \
-v ~/.openhands:/.openhands \
--add-host host.docker.internal:host-gateway \
--name openhands-app-$(date +%Y%m%d%H%M%S) \
docker.all-hands.dev/all-hands-ai/openhands:0.57 \
docker.all-hands.dev/all-hands-ai/openhands:0.49 \
python -m openhands.core.main -t "write a bash script that prints hi"
```

View File

@@ -18,8 +18,7 @@ Based on these findings and community feedback, these are the latest models that
### Cloud / API-Based Models
- [anthropic/claude-sonnet-4-20250514](https://www.anthropic.com/api) (recommended)
- [anthropic/claude-sonnet-4-5-20250929](https://www.anthropic.com/api) (recommended)
- [openai/gpt-5-2025-08-07](https://openai.com/api/) (recommended)
- [openai/o4-mini](https://openai.com/index/introducing-o3-and-o4-mini/)
- [gemini/gemini-2.5-pro](https://blog.google/technology/google-deepmind/gemini-model-thinking-updates-march-2025/)
- [deepseek/deepseek-chat](https://api-docs.deepseek.com/)
- [moonshot/kimi-k2-0711-preview](https://platform.moonshot.ai/docs/pricing/chat#generation-model-kimi-k2)
@@ -40,12 +39,6 @@ limits and monitor usage.
- [mistralai/devstral-small](https://www.all-hands.dev/blog/devstral-a-new-state-of-the-art-open-model-for-coding-agents) (20 May 2025) -- also available through [OpenRouter](https://openrouter.ai/mistralai/devstral-small:free)
- [all-hands/openhands-lm-32b-v0.1](https://www.all-hands.dev/blog/introducing-openhands-lm-32b----a-strong-open-coding-agent-model) (31 March 2025) -- also available through [OpenRouter](https://openrouter.ai/all-hands/openhands-lm-32b-v0.1)
### Known Issues
<Warning>
As of July 2025, there are known issues with Gemini 2.5 Pro conversations taking longer than normal with OpenHands. We are continuing to investigate.
</Warning>
<Note>
Most current local and open source models are not as powerful. When using such models, you may see long
wait times between messages, poor responses, or errors about malformed JSON. OpenHands can only be as powerful as the

View File

@@ -68,23 +68,23 @@ Download and install the LM Studio desktop app from [lmstudio.ai](https://lmstud
1. Check [the installation guide](/usage/local-setup) and ensure all prerequisites are met before running OpenHands, then run:
```bash
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.57-nikolaik
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.49-nikolaik
docker run -it --rm --pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.57-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.49-nikolaik \
-e LOG_ALL_EVENTS=true \
-v /var/run/docker.sock:/var/run/docker.sock \
-v ~/.openhands:/.openhands \
-p 3000:3000 \
--add-host host.docker.internal:host-gateway \
--name openhands-app \
docker.all-hands.dev/all-hands-ai/openhands:0.57
docker.all-hands.dev/all-hands-ai/openhands:0.49
```
2. Wait until the server is running (see log below):
```
Digest: sha256:e72f9baecb458aedb9afc2cd5bc935118d1868719e55d50da73190d3a85c674f
Status: Image is up to date for docker.all-hands.dev/all-hands-ai/openhands:0.57
Status: Image is up to date for docker.all-hands.dev/all-hands-ai/openhands:0.49
Starting OpenHands...
Running OpenHands as root
14:22:13 - openhands:INFO: server_config.py:50 - Using config class None
@@ -119,7 +119,7 @@ When started for the first time, OpenHands will prompt you to set up the LLM pro
That's it! You can now start using OpenHands with the local LLM server.
If you encounter any issues, let us know on [Slack](https://dub.sh/openhands) or [Discord](https://discord.gg/ESHStjSjD4).
If you encounter any issues, let us know on [Slack](https://join.slack.com/t/openhands-ai/shared_invite/zt-3847of6xi-xuYJIPa6YIPg4ElbDWbtSA) or [Discord](https://discord.gg/ESHStjSjD4).
## Advanced: Alternative LLM Backends

View File

@@ -15,7 +15,7 @@ description: OpenHands LLM provider with access to state-of-the-art (SOTA) agent
When running OpenHands, you'll need to set the following in the OpenHands UI through the Settings under the `LLM` tab:
- `LLM Provider` to `OpenHands`
- `LLM Model` to the model you will be using (e.g. claude-sonnet-4-20250514 or claude-sonnet-4-5-20250929)
- `LLM Model` to the model you will be using (e.g. claude-sonnet-4-20250514)
- `API Key` to your OpenHands LLM API key copied from above
## Using OpenHands LLM Provider in the CLI
@@ -30,21 +30,5 @@ When running OpenHands, you'll need to set the following in the OpenHands UI thr
## Pricing
Pricing follows official API provider rates. Below are the current pricing details for OpenHands models:
| Model | Input Cost (per 1M tokens) | Cached Input Cost (per 1M tokens) | Output Cost (per 1M tokens) | Max Input Tokens | Max Output Tokens |
|-------|----------------------------|-----------------------------------|------------------------------|------------------|-------------------|
| claude-opus-4-20250514 | $15.00 | $1.50 | $75.00 | 200,000 | 32,000 |
| claude-sonnet-4-20250514 | $3.00 | $0.30 | $15.00 | 200,000 | 64,000 |
| claude-sonnet-4-5-20250929 | $3.00 | $0.30 | $15.00 | 200,000 | 64,000 |
| devstral-medium-2507 | $0.40 | N/A | $2.00 | 128,000 | 128,000 |
| devstral-small-2505 | $0.10 | N/A | $0.30 | 128,000 | 128,000 |
| devstral-small-2507 | $0.10 | N/A | $0.30 | 128,000 | 128,000 |
| gemini-2.5-pro | $1.25 | $0.31 | $10.00 | 1,048,576 | 65,535 |
| gpt-5-2025-08-07 | $1.25 | $0.125 | $10.00 | 400,000 | 128,000 |
| gpt-5-mini-2025-08-07 | $0.25 | $0.025 | $2.00 | 400,000 | 128,000 |
| o3 | $2.00 | $0.50 | $8.00 | 200,000 | 100,000 |
| o4-mini | $1.10 | $0.28 | $4.40 | 200,000 | 100,000 |
| qwen3-coder-480b | $0.40 | N/A | $1.60 | N/A | N/A |
**Note:** Cached input tokens are charged at a reduced rate when the same content is reused across requests. Models that don't support prompt caching show "N/A" for cached input cost.
Pricing follows official API provider rates.
[You can view model prices here.](https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json)

View File

@@ -45,13 +45,6 @@ A system with a modern processor and a minimum of **4GB RAM** is recommended to
1. [Install WSL](https://learn.microsoft.com/en-us/windows/wsl/install).
2. Run `wsl --version` in powershell and confirm `Default Version: 2`.
**Ubuntu (Linux Distribution)**
1. Install Ubuntu: `wsl --install -d Ubuntu` in PowerShell as Administrator.
2. Restart computer when prompted.
3. Open Ubuntu from Start menu to complete setup.
4. Verify installation: `wsl --list` should show Ubuntu.
**Docker Desktop**
1. [Install Docker Desktop on Windows](https://docs.docker.com/desktop/setup/install/windows-install).
@@ -60,7 +53,7 @@ A system with a modern processor and a minimum of **4GB RAM** is recommended to
- Resources > WSL Integration: `Enable integration with my default WSL distro` is enabled.
<Note>
The docker command below to start the app must be run inside the WSL terminal. Use `wsl -d Ubuntu` in PowerShell or search "Ubuntu" in the Start menu to access the Ubuntu terminal.
The docker command below to start the app must be run inside the WSL terminal.
</Note>
**Alternative: Windows without WSL**
@@ -73,64 +66,20 @@ A system with a modern processor and a minimum of **4GB RAM** is recommended to
### Start the App
#### Option 1: Using the CLI Launcher with uv (Recommended)
We recommend using [uv](https://docs.astral.sh/uv/) for the best OpenHands experience. uv provides better isolation from your current project's virtual environment and is required for OpenHands' default MCP servers (like the [fetch MCP server](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch)).
**Install uv** (if you haven't already):
See the [uv installation guide](https://docs.astral.sh/uv/getting-started/installation/) for the latest installation instructions for your platform.
**Launch OpenHands**:
```bash
# Launch the GUI server
uvx --python 3.12 --from openhands-ai openhands serve
# Or with GPU support (requires nvidia-docker)
uvx --python 3.12 --from openhands-ai openhands serve --gpu
# Or with current directory mounted
uvx --python 3.12 --from openhands-ai openhands serve --mount-cwd
```
This will automatically handle Docker requirements checking, image pulling, and launching the GUI server. The `--gpu` flag enables GPU support via nvidia-docker, and `--mount-cwd` mounts your current directory into the container.
<Accordion title="Alternative: Traditional pip installation">
If you prefer to use pip and have Python 3.12+ installed:
```bash
# Install OpenHands
pip install openhands-ai
# Launch the GUI server
openhands serve
```
Note that you'll still need `uv` installed for the default MCP servers to work properly.
</Accordion>
#### Option 2: Using Docker Directly
<Accordion title="Docker Command (Click to expand)">
```bash
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.57-nikolaik
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.49-nikolaik
docker run -it --rm --pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.57-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.49-nikolaik \
-e LOG_ALL_EVENTS=true \
-v /var/run/docker.sock:/var/run/docker.sock \
-v ~/.openhands:/.openhands \
-p 3000:3000 \
--add-host host.docker.internal:host-gateway \
--name openhands-app \
docker.all-hands.dev/all-hands-ai/openhands:0.57
docker.all-hands.dev/all-hands-ai/openhands:0.49
```
</Accordion>
> **Note**: If you used OpenHands before version 0.44, you may want to run `mv ~/.openhands-state ~/.openhands` to migrate your conversation history to the new location.
You'll find OpenHands running at http://localhost:3000!
@@ -151,16 +100,6 @@ OpenHands requires an API key to access most language models. Here's how to get
<AccordionGroup>
<Accordion title="OpenHands (Recommended)">
1. [Log in to OpenHands Cloud](https://app.all-hands.dev).
2. Go to the Settings page and navigate to the `API Keys` tab.
3. Copy your `LLM API Key`.
OpenHands provides access to state-of-the-art agentic coding models with competitive pricing. [Learn more about OpenHands LLM provider](/usage/llms/openhands-llms).
</Accordion>
<Accordion title="Anthropic (Claude)">
1. [Create an Anthropic account](https://console.anthropic.com/).

140
docs/usage/mcp.mdx Normal file
View File

@@ -0,0 +1,140 @@
---
title: Model Context Protocol (MCP)
description: This page outlines how to configure and use the Model Context Protocol (MCP) in OpenHands, allowing you
to extend the agent's capabilities with custom tools.
---
## Overview
Model Context Protocol (MCP) is a mechanism that allows OpenHands to communicate with external tool servers. These
servers can provide additional functionality to the agent, such as specialized data processing, external API access,
or custom tools. MCP is based on the open standard defined at [modelcontextprotocol.io](https://modelcontextprotocol.io).
## Configuration
MCP configuration can be defined in:
* The OpenHands UI through the Settings under the `MCP` tab.
* The `config.toml` file under the `[mcp]` section if not using the UI.
### Configuration Example via config.toml
```toml
[mcp]
# SSE Servers - External servers that communicate via Server-Sent Events
sse_servers = [
# Basic SSE server with just a URL
"http://example.com:8080/mcp",
# SSE server with API key authentication
{url="https://secure-example.com/mcp", api_key="your-api-key"}
]
# SHTTP Servers - External servers that communicate via Streamable HTTP
shttp_servers = [
# Basic SHTTP server with just a URL
"http://example.com:8080/mcp",
# SHTTP server with API key authentication
{url="https://secure-example.com/mcp", api_key="your-api-key"}
]
# Stdio Servers - Local processes that communicate via standard input/output
stdio_servers = [
# Basic stdio server
{name="fetch", command="uvx", args=["mcp-server-fetch"]},
# Stdio server with environment variables
{
name="data-processor",
command="python",
args=["-m", "my_mcp_server"],
env={
"DEBUG": "true",
"PORT": "8080"
}
}
]
```
## Configuration Options
### SSE Servers
SSE servers are configured using either a string URL or an object with the following properties:
- `url` (required)
- Type: `str`
- Description: The URL of the SSE server
- `api_key` (optional)
- Type: `str`
- Description: API key for authentication
### SHTTP Servers
SHTTP (Streamable HTTP) servers are configured using either a string URL or an object with the following properties:
- `url` (required)
- Type: `str`
- Description: The URL of the SHTTP server
- `api_key` (optional)
- Type: `str`
- Description: API key for authentication
### Stdio Servers
Stdio servers are configured using an object with the following properties:
- `name` (required)
- Type: `str`
- Description: A unique name for the server
- `command` (required)
- Type: `str`
- Description: The command to run the server
- `args` (optional)
- Type: `list of str`
- Default: `[]`
- Description: Command-line arguments to pass to the server
- `env` (optional)
- Type: `dict of str to str`
- Default: `{}`
- Description: Environment variables to set for the server process
## How MCP Works
When OpenHands starts, it:
1. Reads the MCP configuration.
2. Connects to any configured SSE and SHTTP servers.
3. Starts any configured stdio servers.
4. Registers the tools provided by these servers with the agent.
The agent can then use these tools just like any built-in tool. When the agent calls an MCP tool:
1. OpenHands routes the call to the appropriate MCP server.
2. The server processes the request and returns a response.
3. OpenHands converts the response to an observation and presents it to the agent.
## Transport Protocols
OpenHands supports three different MCP transport protocols:
### Server-Sent Events (SSE)
SSE is a legacy HTTP-based transport that uses Server-Sent Events for server-to-client communication and HTTP POST requests for client-to-server communication. This transport is suitable for basic streaming scenarios but has limitations in session management and connection resumability.
### Streamable HTTP (SHTTP)
SHTTP is the modern HTTP-based transport protocol that provides enhanced features over SSE:
- **Improved Session Management**: Supports stateful sessions with session IDs for maintaining context across requests
- **Connection Resumability**: Can resume broken connections and replay missed messages using event IDs
- **Bidirectional Communication**: Uses HTTP POST for client-to-server and optional SSE streams for server-to-client communication
- **Better Error Handling**: Enhanced error reporting and recovery mechanisms
SHTTP is the recommended transport for HTTP-based MCP servers as it provides better reliability and features compared to the legacy SSE transport.
### Standard Input/Output (stdio)
Stdio transport enables communication through standard input and output streams, making it ideal for local integrations and command-line tools. This transport is used for locally executed MCP servers that run as separate processes.

View File

@@ -130,28 +130,3 @@ docker run # ... \
<Note>
**Docker Desktop Required**: Network isolation features, including custom networks and `host.docker.internal` routing, require Docker Desktop. Docker Engine alone does not support these features on localhost across custom networks. If you're using Docker Engine without Docker Desktop, network isolation may not work as expected.
</Note>
### Sidecar Containers
If you want to run sidecar containers to the sandbox 'runner' containers without exposing the sandbox containers to the host network, you can use the `SANDBOX_ADDITIONAL_NETWORKS` environment variable to specify additional Docker network names that should be added to the sandbox containers.
```bash
docker network create openhands-sccache
docker run -d \
--hostname openhandsredis \
--network openhands-sccache \
redis
docker run # ...
-e SANDBOX_ADDITIONAL_NETWORKS='["openhands-sccache"]' \
# ...
```
Then all sandbox instances will have to access a shared redis instance at `openhandsredis:6379`.
#### Docker Compose gotcha
Note that Docker Compose adds a prefix (a scope) by default to created networks, which is not taken into account by the additional networks config. Therefore when using docker compose you have to either:
- specify a network name via the `name` field to remove the scoping (https://docs.docker.com/reference/compose-file/networks/#name)
- or provide the scope within the given config (e.g. `SANDBOX_ADDITIONAL_NETWORKS: '["myscope_openhands-sccache"]'` where `myscope` is the docker-compose assigned prefix).

View File

@@ -22,7 +22,7 @@ SDK to spawn and control these sandboxes.
You can use the E2B CLI to create a custom sandbox with a Dockerfile. Read the full guide
[here](https://e2b.dev/docs/guide/custom-sandbox). The premade OpenHands sandbox for E2B is set up in the `containers`
directory, and it's called `openhands`.
directory. and it's called `openhands`.
## Debugging

View File

@@ -1,192 +0,0 @@
---
title: Model Context Protocol (MCP)
description: This page outlines how to configure and use the Model Context Protocol (MCP) in OpenHands, allowing you
to extend the agent's capabilities with custom tools.
---
## Overview
Model Context Protocol (MCP) is a mechanism that allows OpenHands to communicate with external tool servers. These
servers can provide additional functionality to the agent, such as specialized data processing, external API access,
or custom tools. MCP is based on the open standard defined at [modelcontextprotocol.io](https://modelcontextprotocol.io).
## Supported MCPs
OpenHands supports the following MCP transport protocols:
* [Server-Sent Events (SSE)](https://modelcontextprotocol.io/specification/2024-11-05/basic/transports#http-with-sse)
* [Streamable HTTP (SHTTP)](https://modelcontextprotocol.io/specification/2025-06-18/basic/transports#streamable-http)
* [Standard Input/Output (stdio)](https://modelcontextprotocol.io/specification/2025-06-18/basic/transports#stdio)
## How MCP Works
When OpenHands starts, it:
1. Reads the MCP configuration.
2. Connects to any configured SSE and SHTTP servers.
3. Starts any configured stdio servers.
4. Registers the tools provided by these servers with the agent.
The agent can then use these tools just like any built-in tool. When the agent calls an MCP tool:
1. OpenHands routes the call to the appropriate MCP server.
2. The server processes the request and returns a response.
3. OpenHands converts the response to an observation and presents it to the agent.
## Configuration
MCP configuration can be defined in:
* The OpenHands UI in the `Settings > MCP` page.
* The `config.toml` file under the `[mcp]` section if not using the UI.
### Configuration Options
#### SSE Servers
SSE servers are configured using either a string URL or an object with the following properties:
- `url` (required)
- Type: `str`
- Description: The URL of the SSE server.
- `api_key` (optional)
- Type: `str`
- Description: API key for authentication.
#### SHTTP Servers
SHTTP (Streamable HTTP) servers are configured using either a string URL or an object with the following properties:
- `url` (required)
- Type: `str`
- Description: The URL of the SHTTP server.
- `api_key` (optional)
- Type: `str`
- Description: API key for authentication.
- `timeout` (optional)
- Type: `int`
- Default: `60`
- Range: `1-3600` seconds (1 hour maximum)
- Description: Timeout in seconds for tool execution. This prevents tool calls from hanging indefinitely.
- **Use Cases:**
- **Short timeout (1-30s)**: For lightweight operations like status checks or simple queries.
- **Medium timeout (30-300s)**: For standard processing tasks like data analysis or API calls.
- **Long timeout (300-3600s)**: For heavy operations like file processing, complex calculations, or batch operations.
<Note>
This timeout only applies to individual tool calls, not server connection establishment.
</Note>
#### Stdio Servers
<Note>
While stdio servers are supported, [we recommend using MCP proxies](/usage/settings/mcp-settings#configuration-examples) for
better reliability and performance.
</Note>
Stdio servers are configured using an object with the following properties:
- `name` (required)
- Type: `str`
- Description: A unique name for the server.
- `command` (required)
- Type: `str`
- Description: The command to run the server.
- `args` (optional)
- Type: `list of str`
- Default: `[]`
- Description: Command-line arguments to pass to the server.
- `env` (optional)
- Type: `dict of str to str`
- Default: `{}`
- Description: Environment variables to set for the server process.
##### When to Use Direct Stdio
Direct stdio connections may still be appropriate in these scenarios:
- **Development and testing**: Quick prototyping of MCP servers.
- **Simple, single-use tools**: Tools that don't require high reliability or concurrent access.
- **Local-only environments**: When you don't want to manage additional proxy processes.
### Configuration Examples
#### Recommended: Using Proxy Servers (SSE/HTTP)
For stdio-based MCP servers, we recommend using MCP proxy tools like
[`supergateway`](https://github.com/supercorp-ai/supergateway) instead of direct stdio connections.
[SuperGateway](https://github.com/supercorp-ai/supergateway) is a popular MCP proxy that converts stdio MCP servers to
HTTP/SSE endpoints.
Start the proxy servers separately:
```bash
# Terminal 1: Filesystem server proxy
supergateway --stdio "npx @modelcontextprotocol/server-filesystem /" --port 8080
# Terminal 2: Fetch server proxy
supergateway --stdio "uvx mcp-server-fetch" --port 8081
```
Then configure OpenHands to use the HTTP endpoint:
```toml
[mcp]
# SSE Servers - Recommended approach using proxy tools
sse_servers = [
# Basic SSE server with just a URL
"http://example.com:8080/mcp",
# SuperGateway proxy for fetch server
"http://localhost:8081/sse",
# External MCP service with authentication
{url="https://api.example.com/mcp/sse", api_key="your-api-key"}
]
# SHTTP Servers - Modern streamable HTTP transport (recommended)
shttp_servers = [
# Basic SHTTP server with default 60s timeout
"https://api.example.com/mcp/shttp",
# Server with custom timeout for heavy operations
{
url = "https://files.example.com/mcp/shttp",
api_key = "your-api-key",
timeout = 1800 # 30 minutes for large file processing
}
]
```
#### Alternative: Direct Stdio Servers (Not Recommended for Production)
```toml
[mcp]
# Direct stdio servers - use only for development/testing
stdio_servers = [
# Basic stdio server
{name="fetch", command="uvx", args=["mcp-server-fetch"]},
# Stdio server with environment variables
{
name="filesystem",
command="npx",
args=["@modelcontextprotocol/server-filesystem", "/"],
env={
"DEBUG": "true"
}
}
]
```
For production use, we recommend using proxy tools like SuperGateway.
### Other Proxy Tools
Other options include:
- **Custom FastAPI/Express servers**: Build your own HTTP wrapper around stdio MCP servers.
- **Docker-based proxies**: Containerized solutions for better isolation.
- **Cloud-hosted MCP services**: Third-party services that provide MCP endpoints.

View File

@@ -38,23 +38,6 @@ On initial prompt, an error is seen with `Permission Denied` or `PermissionError
* If mounting a local directory, ensure your `WORKSPACE_BASE` has the necessary permissions for the user running
OpenHands.
### On Linux, Getting ConnectTimeout Error
**Description**
When running on Linux, you might run into the error `ERROR:root:<class 'httpx.ConnectTimeout'>: timed out`.
**Resolution**
If you installed Docker from your distributions package repository (e.g., docker.io on Debian/Ubuntu), be aware that
these packages can sometimes be outdated or include changes that cause compatibility issues. try reinstalling Docker
[using the official instructions](https://docs.docker.com/engine/install/) to ensure you are running a compatible version.
If that does not solve the issue, try incrementally adding the following parameters to the docker run command:
* `--network host`
* `-e SANDBOX_USE_HOST_NETWORK=true`
* `-e DOCKER_HOST_ADDR=127.0.0.1`
### Internal Server Error. Ports are not available
**Description**

View File

@@ -1,40 +0,0 @@
ARG OPENHANDS_VERSION=latest
ARG BASE="ghcr.io/all-hands-ai/openhands"
FROM ${BASE}:${OPENHANDS_VERSION}
# Datadog labels
LABEL com.datadoghq.tags.service="deploy"
LABEL com.datadoghq.tags.env="${DD_ENV}"
# Install Node.js v20+ and npm (which includes npx)
# Apply security updates to fix CVEs
RUN apt-get update && \
apt-get install -y curl && \
curl -fsSL https://deb.nodesource.com/setup_20.x | bash - && \
apt-get install -y nodejs && \
apt-get install -y jq gettext && \
# Apply security updates for packages with available fixes
apt-get upgrade -y \
libc-bin \
libc6 \
libgnutls30 \
libsqlite3-0 \
perl-base && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
# Install Python packages with security fixes
RUN pip install alembic psycopg2-binary cloud-sql-python-connector pg8000 gspread stripe python-keycloak asyncpg sqlalchemy[asyncio] resend tenacity slack-sdk ddtrace posthog "limits==5.2.0" coredis prometheus-client shap scikit-learn pandas numpy && \
# Update packages with known CVE fixes
pip install --upgrade \
"mcp>=1.10.0" \
"pillow>=11.3.0"
WORKDIR /app
COPY enterprise .
RUN chown -R openhands:openhands /app && chmod -R 770 /app
USER openhands
# Command will be overridden by Kubernetes deployment template
CMD ["uvicorn", "saas_server:app", "--host", "0.0.0.0", "--port", "3000"]

View File

@@ -1,89 +0,0 @@
# PolyForm Free Trial License 1.0.0
## Acceptance
In order to get any license under these terms, you must agree
to them as both strict obligations and conditions to all
your licenses.
## Copyright License
The licensor grants you a copyright license for the software
to do everything you might do with the software that would
otherwise infringe the licensor's copyright in it for any
permitted purpose. However, you may only make changes or
new works based on the software according to [Changes and New
Works License](#changes-and-new-works-license), and you may
not distribute copies of the software.
## Changes and New Works License
The licensor grants you an additional copyright license to
make changes and new works based on the software for any
permitted purpose.
## Patent License
The licensor grants you a patent license for the software that
covers patent claims the licensor can license, or becomes able
to license, that you would infringe by using the software.
## Fair Use
You may have "fair use" rights for the software under the
law. These terms do not limit them.
## Free Trial
Use of the software for more than 30 days per calendar year is not allowed without a commercial license.
## No Other Rights
These terms do not allow you to sublicense or transfer any of
your licenses to anyone else, or prevent the licensor from
granting licenses to anyone else. These terms do not imply
any other licenses.
## Patent Defense
If you make any written claim that the software infringes or
contributes to infringement of any patent, your patent license
for the software granted under these terms ends immediately. If
your company makes such a claim, your patent license ends
immediately for work on behalf of your company.
## Violations
If you violate any of these terms, or do anything with the
software not covered by your licenses, all your licenses
end immediately.
## No Liability
***As far as the law allows, the software comes as is, without
any warranty or condition, and the licensor will not be liable
to you for any damages arising out of these terms or the use
or nature of the software, under any kind of legal claim.***
## Definitions
The **licensor** is the individual or entity offering these
terms, and the **software** is the software the licensor makes
available under these terms.
**You** refers to the individual or entity agreeing to these
terms.
**Your company** is any legal entity, sole proprietorship,
or other kind of organization that you work for, plus all
organizations that have control over, are under the control of,
or are under common control with that organization. **Control**
means ownership of substantially all the assets of an entity,
or the power to direct its management and policies by vote,
contract, or otherwise. Control can be direct or indirect.
**Your licenses** are all the licenses granted to you for the
software under these terms.
**Use** means anything you do with the software requiring one
of your licenses.

View File

@@ -1,42 +0,0 @@
BACKEND_HOST ?= "127.0.0.1"
BACKEND_PORT = 3000
BACKEND_HOST_PORT = "$(BACKEND_HOST):$(BACKEND_PORT)"
FRONTEND_PORT = 3001
OPENHANDS_PATH ?= "../../OpenHands"
OPENHANDS := $(OPENHANDS_PATH)
OPENHANDS_FRONTEND_PATH = $(OPENHANDS)/frontend/build
# ANSI color codes
GREEN=$(shell tput -Txterm setaf 2)
YELLOW=$(shell tput -Txterm setaf 3)
RED=$(shell tput -Txterm setaf 1)
BLUE=$(shell tput -Txterm setaf 6)
RESET=$(shell tput -Txterm sgr0)
build:
@poetry install
@cd $(OPENHANDS) && $(MAKE) build
_run_setup:
@echo "$(YELLOW)Starting backend server...$(RESET)"
@cd app && FRONTEND_DIRECTORY=$(OPENHANDS_FRONTEND_PATH) poetry run uvicorn saas_server:app --host $(BACKEND_HOST) --port $(BACKEND_PORT) &
@echo "$(YELLOW)Waiting for the backend to start...$(RESET)"
@until nc -z localhost $(BACKEND_PORT); do sleep 0.1; done
@echo "$(GREEN)Backend started successfully.$(RESET)"
run:
@echo "$(YELLOW)Running the app...$(RESET)"
@$(MAKE) -s _run_setup
@cd $(OPENHANDS) && $(MAKE) -s start-frontend
@echo "$(GREEN)Application started successfully.$(RESET)"
# Start backend
start-backend:
@echo "$(YELLOW)Starting backend...$(RESET)"
@echo "$(OPENHANDS_FRONTEND_PATH)"
@cd app && FRONTEND_DIRECTORY=$(OPENHANDS_FRONTEND_PATH) poetry run uvicorn saas_server:app --host $(BACKEND_HOST) --port $(BACKEND_PORT) --reload-dir $(OPENHANDS_PATH) --reload --reload-dir ./ --reload-exclude "./workspace"
lint:
@poetry run pre-commit run --all-files --show-diff-on-failure --config ./dev_config/python/.pre-commit-config.yaml

View File

@@ -1,56 +0,0 @@
# OpenHands Enterprise Server
> [!WARNING]
> This software is licensed under the [Polyform Free Trial License](./LICENSE). This is **NOT** an open source license. Usage is limited to 30 days per calendar year without a commercial license. If you would like to use it beyond 30 days, please [contact us](https://www.all-hands.dev/contact).
> [!WARNING]
> This is a work in progress and may contain bugs, incomplete features, or breaking changes.
This directory contains the enterprise server used by [OpenHands Cloud](https://github.com/All-Hands-AI/OpenHands-Cloud/). The official, public version of OpenHands Cloud is available at
[app.all-hands.dev](https://app.all-hands.dev).
You may also want to check out the MIT-licensed [OpenHands](https://github.com/All-Hands-AI/OpenHands)
## Extension of OpenHands (OSS)
The code in `/enterprise` directory builds on top of open source (OSS) code, extending its functionality. The enterprise code is entangled with the OSS code in two ways
- Enterprise stacks on top of OSS. For example, the middleware in enterprise is stacked right on top of the middlewares in OSS. In `SAAS`, the middleware from BOTH repos will be present and running (which can sometimes cause conflicts)
- Enterprise overrides the implementation in OSS (only one is present at a time). For example, the server config SaasServerConfig which overrides [`ServerConfig`](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/server/config/server_config.py#L8) on OSS. This is done through dynamic imports ([see here](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/server/config/server_config.py#L37-#L45))
Key areas that change on `SAAS` are
- Authentication
- User settings
- etc
### Authentication
| Aspect | OSS | Enterprise |
| ------------------------- | ------------------------------------------------------ | ----------------------------------------------------------------------------------------------------------------------------------- |
| **Authentication Method** | User adds a personal access token (PAT) through the UI | User performs OAuth through the UI. The Github app provides a short-lived access token and refresh token |
| **Token Storage** | PAT is stored in **Settings** | Token is stored in **GithubTokenManager** (a file store in our backend) |
| **Authenticated status** | We simply check if token exists in `Settings` | We issue a signed cookie with `github_user_id` during oauth, so subsequent requests with the cookie can be considered authenticated |
Note that in the future, authentication will happen via keycloak. All modifications for authentication will happen in enterprise.
### GitHub Service
The github service is responsible for interacting with Github APIs. As a consequence, it uses the user's token and refreshes it if need be
| Aspect | OSS | Enterprise |
| ------------------------- | -------------------------------------- | ---------------------------------------------- |
| **Class used** | `GitHubService` | `SaaSGitHubService` |
| **Token used** | User's PAT fetched from `Settings` | User's token fetched from `GitHubTokenManager` |
| **Refresh functionality** | **N/A**; user provides PAT for the app | Uses the `GitHubTokenManager` to refresh |
NOTE: in the future we will simply replace the `GithubTokenManager` with keycloak. The `SaaSGithubService` should interact with keycloack instead.
# Areas that are BRITTLE!
## User ID vs User Token
- On OSS, the entire APP revolves around the Github token the user sets. `openhands/server` uses `request.state.github_token` for the entire app
- On Enterprise, the entire APP resolves around the Github User ID. This is because the cookie sets it, so `openhands/server` AND `enterprise/server` depend on it and completly ignore `request.state.github_token` (token is fetched from `GithubTokenManager` instead)
Note that introducing Github User ID on OSS, for instance, will cause large breakages.

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@@ -1 +0,0 @@
# App package for OpenHands

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@@ -1,79 +0,0 @@
# A generic, single database configuration.
[alembic]
# path to migration scripts
script_location = migrations
# template used to generate migration file names; The default value is %%(rev)s_%%(slug)s
# file_template = %%(year)d_%%(month).2d_%%(day).2d_%%(hour).2d%%(minute).2d-%%(rev)s_%%(slug)s
# sys.path path, will be prepended to sys.path if present.
# defaults to the current working directory.
prepend_sys_path = .
# timezone to use when rendering the date within the migration file
# as well as the filename.
# If specified, requires the python>=3.9 or backports.zoneinfo library.
# timezone =
# max length of characters to apply to the "slug" field
# truncate_slug_length = 40
# set to 'true' to run the environment during
# the 'revision' command, regardless of autogenerate
# revision_environment = false
# set to 'true' to allow .pyc and .pyo files without
# a source .py file to be detected as revisions in the
# versions/ directory
# sourceless = false
# version path separator; As mentioned above, this is the character used to split
# version_locations. The default within new alembic.ini files is "os", which uses os.pathsep.
version_path_separator = os # Use os.pathsep. Default configuration used for new projects.
# the output encoding used when revision files
# are written from script.py.mako
# output_encoding = utf-8
sqlalchemy.url = driver://user:pass@localhost/dbname
[post_write_hooks]
# post_write_hooks defines scripts or Python functions that are run
# on newly generated revision scripts. See the documentation for further
# detail and examples
# Logging configuration
[loggers]
keys = root,sqlalchemy,alembic
[handlers]
keys = console
[formatters]
keys = generic
[logger_root]
level = DEBUG
handlers = console
qualname =
[logger_sqlalchemy]
level = DEBUG
handlers =
qualname = sqlalchemy.engine
[logger_alembic]
level = DEBUG
handlers =
qualname = alembic
[handler_console]
class = StreamHandler
args = (sys.stderr,)
level = NOTSET
formatter = generic
[formatter_generic]
format = %(levelname)-5.5s [%(name)s] %(message)s
datefmt = %H:%M:%S

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@@ -1,57 +0,0 @@
repos:
- repo: https://github.com/pre-commit/pre-commit-hooks
rev: v4.5.0
hooks:
- id: trailing-whitespace
exclude: docs/modules/python
files: ^enterprise/
- id: end-of-file-fixer
exclude: docs/modules/python
files: ^enterprise/
- id: check-yaml
files: ^enterprise/
- id: debug-statements
files: ^enterprise/
- repo: https://github.com/abravalheri/validate-pyproject
rev: v0.16
hooks:
- id: validate-pyproject
types: [toml]
files: ^enterprise/pyproject\.toml$
- repo: https://github.com/astral-sh/ruff-pre-commit
# Ruff version.
rev: v0.4.1
hooks:
# Run the linter.
- id: ruff
entry: ruff check --config enterprise/dev_config/python/ruff.toml
types_or: [python, pyi, jupyter]
args: [--fix]
files: ^enterprise/
# Run the formatter.
- id: ruff-format
entry: ruff format --config enterprise/dev_config/python/ruff.toml
types_or: [python, pyi, jupyter]
files: ^enterprise/
- repo: https://github.com/pre-commit/mirrors-mypy
rev: v1.9.0
hooks:
- id: mypy
additional_dependencies:
- types-requests
- types-setuptools
- types-pyyaml
- types-toml
- types-redis
- lxml
# OpenHands package in repo root
- ./
- stripe==11.5.0
- pygithub==2.6.1
# To see gaps add `--html-report mypy-report/`
entry: mypy --config-file enterprise/dev_config/python/mypy.ini enterprise/
always_run: true
pass_filenames: false
files: ^enterprise/

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@@ -1,17 +0,0 @@
[mypy]
warn_unused_configs = True
ignore_missing_imports = True
check_untyped_defs = True
explicit_package_bases = True
warn_unreachable = True
warn_redundant_casts = True
no_implicit_optional = True
strict_optional = True
disable_error_code = type-abstract
exclude = (^enterprise/migrations/.*)
[mypy-enterprise.tests.unit.test_auth_routes.*]
disable_error_code = union-attr
[mypy-enterprise.sync.install_gitlab_webhooks.*]
disable_error_code = redundant-cast

View File

@@ -1,31 +0,0 @@
[lint]
select = [
"E",
"W",
"F",
"I",
"Q",
"B",
]
ignore = [
"E501",
"B003",
"B007",
"B008", # Allow function calls in argument defaults (FastAPI Query pattern)
"B009",
"B010",
"B904",
"B018",
]
exclude = [
"app/migrations/*"
]
[lint.flake8-quotes]
docstring-quotes = "double"
inline-quotes = "single"
[format]
quote-style = "single"

View File

@@ -1,47 +0,0 @@
import os
import posthog
from openhands.core.logger import openhands_logger as logger
# Initialize PostHog
posthog.api_key = os.environ.get('POSTHOG_CLIENT_KEY', 'phc_placeholder')
posthog.host = os.environ.get('POSTHOG_HOST', 'https://us.i.posthog.com')
# Log PostHog configuration with masked API key for security
api_key = posthog.api_key
if api_key and len(api_key) > 8:
masked_key = f'{api_key[:4]}...{api_key[-4:]}'
else:
masked_key = 'not_set_or_too_short'
logger.info('posthog_configuration', extra={'posthog_api_key_masked': masked_key})
# Global toggle for the experiment manager
ENABLE_EXPERIMENT_MANAGER = (
os.environ.get('ENABLE_EXPERIMENT_MANAGER', 'false').lower() == 'true'
)
# Get the current experiment type from environment variable
# If None, no experiment is running
EXPERIMENT_LITELLM_DEFAULT_MODEL_EXPERIMENT = os.environ.get(
'EXPERIMENT_LITELLM_DEFAULT_MODEL_EXPERIMENT', ''
)
# System prompt experiment toggle
EXPERIMENT_SYSTEM_PROMPT_EXPERIMENT = os.environ.get(
'EXPERIMENT_SYSTEM_PROMPT_EXPERIMENT', ''
)
EXPERIMENT_CLAUDE4_VS_GPT5 = os.environ.get('EXPERIMENT_CLAUDE4_VS_GPT5', '')
EXPERIMENT_CONDENSER_MAX_STEP = os.environ.get('EXPERIMENT_CONDENSER_MAX_STEP', '')
logger.info(
'experiment_manager:run_conversation_variant_test:experiment_config',
extra={
'enable_experiment_manager': ENABLE_EXPERIMENT_MANAGER,
'experiment_litellm_default_model_experiment': EXPERIMENT_LITELLM_DEFAULT_MODEL_EXPERIMENT,
'experiment_system_prompt_experiment': EXPERIMENT_SYSTEM_PROMPT_EXPERIMENT,
'experiment_claude4_vs_gpt5_experiment': EXPERIMENT_CLAUDE4_VS_GPT5,
'experiment_condenser_max_step': EXPERIMENT_CONDENSER_MAX_STEP,
},
)

View File

@@ -1,87 +0,0 @@
from experiments.constants import (
ENABLE_EXPERIMENT_MANAGER,
)
from experiments.experiment_versions import (
handle_condenser_max_step_experiment,
handle_system_prompt_experiment,
)
from openhands.core.config.openhands_config import OpenHandsConfig
from openhands.core.logger import openhands_logger as logger
from openhands.experiments.experiment_manager import ExperimentManager
from openhands.server.session.conversation_init_data import ConversationInitData
class SaaSExperimentManager(ExperimentManager):
@staticmethod
def run_conversation_variant_test(
user_id, conversation_id, conversation_settings
) -> ConversationInitData:
"""Run conversation variant test and potentially modify the conversation settings
based on the PostHog feature flags.
Args:
user_id: The user ID
conversation_id: The conversation ID
conversation_settings: The conversation settings that may include convo_id and llm_model
Returns:
The modified conversation settings
"""
logger.debug(
'experiment_manager:run_conversation_variant_test:started',
extra={'user_id': user_id},
)
# Skip all experiment processing if the experiment manager is disabled
if not ENABLE_EXPERIMENT_MANAGER:
logger.info(
'experiment_manager:run_conversation_variant_test:skipped',
extra={'reason': 'experiment_manager_disabled'},
)
return conversation_settings
# Apply conversation-scoped experiments
conversation_settings = handle_condenser_max_step_experiment(
user_id, conversation_id, conversation_settings
)
return conversation_settings
@staticmethod
def run_config_variant_test(
user_id: str | None, conversation_id: str, config: OpenHandsConfig
) -> OpenHandsConfig:
"""Run agent config variant test and potentially modify the OpenHands config
based on the current experiment type and PostHog feature flags.
Args:
user_id: The user ID
conversation_id: The conversation ID
config: The OpenHands configuration
Returns:
The modified OpenHands configuration
"""
logger.info(
'experiment_manager:run_config_variant_test:started',
extra={'user_id': user_id},
)
# Skip all experiment processing if the experiment manager is disabled
if not ENABLE_EXPERIMENT_MANAGER:
logger.info(
'experiment_manager:run_config_variant_test:skipped',
extra={'reason': 'experiment_manager_disabled'},
)
return config
# Pass the entire OpenHands config to the system prompt experiment
# Let the experiment handler directly modify the config as needed
modified_config = handle_system_prompt_experiment(
user_id, conversation_id, config
)
# Condenser max step experiment is applied via conversation variant test,
# not config variant test. Return modified config from system prompt only.
return modified_config

View File

@@ -1,105 +0,0 @@
"""LiteLLM model experiment handler.
This module contains the handler for the LiteLLM model experiment.
"""
import posthog
from experiments.constants import EXPERIMENT_LITELLM_DEFAULT_MODEL_EXPERIMENT
from server.constants import (
IS_FEATURE_ENV,
build_litellm_proxy_model_path,
get_default_litellm_model,
)
from openhands.core.logger import openhands_logger as logger
def handle_litellm_default_model_experiment(
user_id, conversation_id, conversation_settings
):
"""Handle the LiteLLM model experiment.
Args:
user_id: The user ID
conversation_id: The conversation ID
conversation_settings: The conversation settings
Returns:
Modified conversation settings
"""
# No-op if the specific experiment is not enabled
if not EXPERIMENT_LITELLM_DEFAULT_MODEL_EXPERIMENT:
logger.info(
'experiment_manager:ab_testing:skipped',
extra={
'convo_id': conversation_id,
'reason': 'experiment_not_enabled',
'experiment': EXPERIMENT_LITELLM_DEFAULT_MODEL_EXPERIMENT,
},
)
return conversation_settings
# Use experiment name as the flag key
try:
enabled_variant = posthog.get_feature_flag(
EXPERIMENT_LITELLM_DEFAULT_MODEL_EXPERIMENT, conversation_id
)
except Exception as e:
logger.error(
'experiment_manager:get_feature_flag:failed',
extra={
'convo_id': conversation_id,
'experiment': EXPERIMENT_LITELLM_DEFAULT_MODEL_EXPERIMENT,
'error': str(e),
},
)
return conversation_settings
# Log the experiment event
# If this is a feature environment, add "FEATURE_" prefix to user_id for PostHog
posthog_user_id = f'FEATURE_{user_id}' if IS_FEATURE_ENV else user_id
try:
posthog.capture(
distinct_id=posthog_user_id,
event='model_set',
properties={
'conversation_id': conversation_id,
'variant': enabled_variant,
'original_user_id': user_id,
'is_feature_env': IS_FEATURE_ENV,
},
)
except Exception as e:
logger.error(
'experiment_manager:posthog_capture:failed',
extra={
'convo_id': conversation_id,
'experiment': EXPERIMENT_LITELLM_DEFAULT_MODEL_EXPERIMENT,
'error': str(e),
},
)
# Continue execution as this is not critical
logger.info(
'posthog_capture',
extra={
'event': 'model_set',
'posthog_user_id': posthog_user_id,
'is_feature_env': IS_FEATURE_ENV,
'conversation_id': conversation_id,
'variant': enabled_variant,
},
)
# Set the model based on the feature flag variant
if enabled_variant == 'claude37':
# Use the shared utility to construct the LiteLLM proxy model path
model = build_litellm_proxy_model_path('claude-3-7-sonnet-20250219')
# Update the conversation settings with the selected model
conversation_settings.llm_model = model
else:
# Update the conversation settings with the default model for the current version
conversation_settings.llm_model = get_default_litellm_model()
return conversation_settings

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@@ -1,178 +0,0 @@
"""System prompt experiment handler.
This module contains the handler for the system prompt experiment that uses
the PostHog variant as the system prompt filename.
"""
import copy
import posthog
from experiments.constants import EXPERIMENT_SYSTEM_PROMPT_EXPERIMENT
from server.constants import IS_FEATURE_ENV
from storage.experiment_assignment_store import ExperimentAssignmentStore
from openhands.core.config.openhands_config import OpenHandsConfig
from openhands.core.logger import openhands_logger as logger
def _get_system_prompt_variant(user_id, conversation_id):
"""Get the system prompt variant for the experiment.
Args:
user_id: The user ID
conversation_id: The conversation ID
Returns:
str or None: The PostHog variant name or None if experiment is not enabled or error occurs
"""
# No-op if the specific experiment is not enabled
if not EXPERIMENT_SYSTEM_PROMPT_EXPERIMENT:
logger.info(
'experiment_manager_002:ab_testing:skipped',
extra={
'convo_id': conversation_id,
'reason': 'experiment_not_enabled',
'experiment': EXPERIMENT_SYSTEM_PROMPT_EXPERIMENT,
},
)
return None
# Use experiment name as the flag key
try:
enabled_variant = posthog.get_feature_flag(
EXPERIMENT_SYSTEM_PROMPT_EXPERIMENT, conversation_id
)
except Exception as e:
logger.error(
'experiment_manager:get_feature_flag:failed',
extra={
'convo_id': conversation_id,
'experiment': EXPERIMENT_SYSTEM_PROMPT_EXPERIMENT,
'error': str(e),
},
)
return None
# Store the experiment assignment in the database
try:
experiment_store = ExperimentAssignmentStore()
experiment_store.update_experiment_variant(
conversation_id=conversation_id,
experiment_name='system_prompt_experiment',
variant=enabled_variant,
)
except Exception as e:
logger.error(
'experiment_manager:store_assignment:failed',
extra={
'convo_id': conversation_id,
'experiment': EXPERIMENT_SYSTEM_PROMPT_EXPERIMENT,
'variant': enabled_variant,
'error': str(e),
},
)
# Fail the experiment if we cannot track the splits - results would not be explainable
return None
# Log the experiment event
# If this is a feature environment, add "FEATURE_" prefix to user_id for PostHog
posthog_user_id = f'FEATURE_{user_id}' if IS_FEATURE_ENV else user_id
try:
posthog.capture(
distinct_id=posthog_user_id,
event='system_prompt_set',
properties={
'conversation_id': conversation_id,
'variant': enabled_variant,
'original_user_id': user_id,
'is_feature_env': IS_FEATURE_ENV,
},
)
except Exception as e:
logger.error(
'experiment_manager:posthog_capture:failed',
extra={
'convo_id': conversation_id,
'experiment': EXPERIMENT_SYSTEM_PROMPT_EXPERIMENT,
'error': str(e),
},
)
# Continue execution as this is not critical
logger.info(
'posthog_capture',
extra={
'event': 'system_prompt_set',
'posthog_user_id': posthog_user_id,
'is_feature_env': IS_FEATURE_ENV,
'conversation_id': conversation_id,
'variant': enabled_variant,
},
)
return enabled_variant
def handle_system_prompt_experiment(
user_id, conversation_id, config: OpenHandsConfig
) -> OpenHandsConfig:
"""Handle the system prompt experiment for OpenHands config.
Args:
user_id: The user ID
conversation_id: The conversation ID
config: The OpenHands configuration
Returns:
Modified OpenHands configuration
"""
enabled_variant = _get_system_prompt_variant(user_id, conversation_id)
# If variant is None, experiment is not enabled or there was an error
if enabled_variant is None:
return config
# Deep copy the config to avoid modifying the original
modified_config = copy.deepcopy(config)
# Set the system prompt filename based on the variant
if enabled_variant == 'control':
# Use the long-horizon system prompt for the control variant
agent_config = modified_config.get_agent_config(modified_config.default_agent)
agent_config.system_prompt_filename = 'system_prompt_long_horizon.j2'
agent_config.enable_plan_mode = True
elif enabled_variant == 'interactive':
modified_config.get_agent_config(
modified_config.default_agent
).system_prompt_filename = 'system_prompt_interactive.j2'
elif enabled_variant == 'no_tools':
modified_config.get_agent_config(
modified_config.default_agent
).system_prompt_filename = 'system_prompt.j2'
else:
logger.error(
'system_prompt_experiment:unknown_variant',
extra={
'user_id': user_id,
'convo_id': conversation_id,
'variant': enabled_variant,
'reason': 'no explicit mapping; returning original config',
},
)
return config
# Log which prompt is being used
logger.info(
'system_prompt_experiment:prompt_selected',
extra={
'user_id': user_id,
'convo_id': conversation_id,
'system_prompt_filename': modified_config.get_agent_config(
modified_config.default_agent
).system_prompt_filename,
'variant': enabled_variant,
},
)
return modified_config

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