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Merge branch 'main' into feature/cli-conversation-list

Browse Source 
Resolved merge conflicts by:
- Keeping main's versions of files that were deleted or moved
- Re-applying PR changes to agent_chat.py and tui.py
- Maintaining all PR functionality (conversation listing, loading, and completion)

PR files preserved:
- openhands-cli/openhands_cli/conversation_manager.py
- openhands-cli/tests/test_conversation_manager.py

Modified files with PR changes re-applied:
- openhands-cli/openhands_cli/agent_chat.py
- openhands-cli/openhands_cli/tui/tui.py

Co-authored-by: openhands <openhands@all-hands.dev>
This commit is contained in:
openhands 2025-11-13 16:24:44 +00:00
commit 3bbffa1769
926 changed files with 52349 additions and 30996 deletions
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1
.devcontainer/README.md Normal file
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@ -0,0 +1 @@
This way of running OpenHands is not officially supported. It is maintained by the community.

3
.devcontainer/setup.sh
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@ -7,5 +7,8 @@ git config --global --add safe.directory "$(realpath .)"
# Install `nc`
sudo apt update && sudo apt install netcat -y
# Install `uv` and `uvx`
wget -qO- https://astral.sh/uv/install.sh | sh
# Do common setup tasks
source .openhands/setup.sh

34
.github/pull_request_template.md vendored
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@ -1,12 +1,32 @@
- [ ] This change is worth documenting at https://docs.all-hands.dev/
- [ ] Include this change in the Release Notes. If checked, you **must** provide an **end-user friendly** description for your change below
## Summary of PR
**End-user friendly description of the problem this fixes or functionality this introduces.**
<!-- Summarize what the PR does, explaining any non-trivial design decisions. -->
## Change Type
---
**Summarize what the PR does, explaining any non-trivial design decisions.**
<!-- Choose the types that apply to your PR and remove the rest. -->
- [ ] Bug fix
- [ ] New feature
- [ ] Breaking change
- [ ] Refactor
- [ ] Other (dependency update, docs, typo fixes, etc.)
---
**Link of any specific issues this addresses:**
## Checklist
<!-- AI/LLM AGENTS: This checklist is for a human author to complete. Do NOT check either of the two boxes below. Leave them unchecked until a human has personally reviewed and tested the changes. -->
- [ ] I have read and reviewed the code and I understand what the code is doing.
- [ ] I have tested the code to the best of my ability and ensured it works as expected.
## Fixes
<!-- If this resolves an issue, link it here so it will close automatically upon merge. -->
Resolves #(issue)
## Release Notes
<!-- Check the box if this change is worth adding to the release notes. If checked, you must provide an
end-user friendly description for your change below the checkbox. -->
- [ ] Include this change in the Release Notes.

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

6
.github/scripts/update_pr_description.sh vendored
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@ -13,12 +13,12 @@ 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:${SHORT_SHA}-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.openhands.dev/openhands/runtime:${SHORT_SHA}-nikolaik \
--name openhands-app-${SHORT_SHA} \
docker.all-hands.dev/all-hands-ai/openhands:${SHORT_SHA}"
docker.openhands.dev/openhands/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"
UVX_RUN_COMMAND="uvx --python 3.12 --from git+https://github.com/OpenHands/OpenHands@${BRANCH_NAME}#subdirectory=openhands-cli openhands"
# Get the current PR body
PR_BODY=$(gh pr view "$PR_NUMBER" --json body --jq .body)

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

122
.github/workflows/cli-build-binary-and-optionally-release.yml vendored Normal file
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@ -0,0 +1,122 @@
# Workflow that builds and tests the CLI binary executable
name: CLI - Build binary and optionally release
# Run on pushes to main branch and CLI tags, and on pull requests when CLI files change
on:
push:
branches:
- main
tags:
- "*-cli"
pull_request:
paths:
- "openhands-cli/**"
permissions:
contents: write # needed to create releases or upload assets
# Cancel previous runs if a new commit is pushed
concurrency:
group: ${{ github.workflow }}-${{ (github.head_ref && github.ref) || github.run_id }}
cancel-in-progress: true
jobs:
build-binary:
name: Build binary executable
strategy:
matrix:
include:
# Build on Ubuntu 22.04 for maximum GLIBC compatibility (GLIBC 2.31)
- os: ubuntu-22.04
platform: linux
artifact_name: openhands-cli-linux
# Build on macOS for macOS users
- os: macos-15
platform: macos
artifact_name: openhands-cli-macos
runs-on: ${{ matrix.os }}
steps:
- name: Checkout repository
uses: actions/checkout@v4
with:
fetch-depth: 0
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: 3.12
- name: Install uv
uses: astral-sh/setup-uv@v3
with:
version: "latest"
- name: Install dependencies
working-directory: openhands-cli
run: |
uv sync
- name: Build binary executable
working-directory: openhands-cli
run: |
./build.sh --install-pyinstaller | tee output.log
echo "Full output:"
cat output.log
if grep -q "❌" output.log; then
echo "❌ Found failure marker in output"
exit 1
fi
echo "✅ Build & test finished without ❌ markers"
- name: Verify binary files exist
run: |
if ! ls openhands-cli/dist/openhands* 1> /dev/null 2>&1; then
echo "❌ No binaries found to upload!"
exit 1
fi
echo "✅ Found binaries to upload."
- name: Upload binary artifact
uses: actions/upload-artifact@v4
with:
name: ${{ matrix.artifact_name }}
path: openhands-cli/dist/openhands*
retention-days: 30
create-github-release:
name: Create GitHub Release
runs-on: ubuntu-latest
needs: build-binary
if: startsWith(github.ref, 'refs/tags/')
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Download all artifacts
uses: actions/download-artifact@v4
with:
path: artifacts
- name: Prepare release assets
run: |
mkdir -p release-assets
# Copy binaries with appropriate names for release
if [ -f artifacts/openhands-cli-linux/openhands ]; then
cp artifacts/openhands-cli-linux/openhands release-assets/openhands-linux
fi
if [ -f artifacts/openhands-cli-macos/openhands ]; then
cp artifacts/openhands-cli-macos/openhands release-assets/openhands-macos
fi
ls -la release-assets/
- name: Create GitHub Release
uses: softprops/action-gh-release@v2
with:
files: release-assets/*
draft: true
prerelease: false
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

2
.github/workflows/dispatch-to-docs.yml vendored
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@ -12,7 +12,7 @@ jobs:
runs-on: ubuntu-latest
strategy:
matrix:
repo: ["All-Hands-AI/docs"]
repo: ["OpenHands/docs"]
steps:
- name: Push to docs repo
uses: peter-evans/repository-dispatch@v3

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

2
.github/workflows/enterprise-preview.yml vendored
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@ -26,4 +26,4 @@ jobs:
-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
https://api.github.com/repos/OpenHands/deploy/actions/workflows/deploy.yaml/dispatches

22
.github/workflows/ghcr-build.yml vendored
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@ -37,7 +37,6 @@ jobs:
shell: bash
id: define-base-images
run: |
# Only build nikolaik on PRs, otherwise build both nikolaik and ubuntu.
if [[ "$GITHUB_EVENT_NAME" == "pull_request" ]]; then
json=$(jq -n -c '[
{ image: "nikolaik/python-nodejs:python3.12-nodejs22", tag: "nikolaik" },
@ -87,7 +86,7 @@ jobs:
# Builds the runtime Docker images
ghcr_build_runtime:
name: Build Image
name: Build Runtime Image
runs-on: blacksmith-8vcpu-ubuntu-2204
if: "!(github.event_name == 'push' && startsWith(github.ref, 'refs/tags/ext-v'))"
permissions:
@ -125,7 +124,7 @@ jobs:
- name: Install Python dependencies using Poetry
run: make install-python-dependencies POETRY_GROUP=main INSTALL_PLAYWRIGHT=0
- name: Create source distribution and Dockerfile
run: poetry run python3 openhands/runtime/utils/runtime_build.py --base_image ${{ matrix.base_image.image }} --build_folder containers/runtime --force_rebuild
run: poetry run python3 -m openhands.runtime.utils.runtime_build --base_image ${{ matrix.base_image.image }} --build_folder containers/runtime --force_rebuild
- name: Lowercase Repository Owner
run: |
echo REPO_OWNER=$(echo ${{ github.repository_owner }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
@ -136,6 +135,7 @@ 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)
@ -198,7 +198,7 @@ jobs:
id: meta
uses: docker/metadata-action@v5
with:
images: ghcr.io/all-hands-ai/enterprise-server
images: ghcr.io/openhands/enterprise-server
tags: |
type=ref,event=branch
type=ref,event=pr
@ -211,6 +211,8 @@ jobs:
latest=auto
prefix=
suffix=
env:
DOCKER_METADATA_PR_HEAD_SHA: true
- name: Determine app image tag
shell: bash
run: |
@ -248,13 +250,13 @@ jobs:
-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-${{ github.event.pull_request.number }}\" }}" \
https://api.github.com/repos/All-Hands-AI/deploy/actions/workflows/deploy.yaml/dispatches
https://api.github.com/repos/OpenHands/deploy/actions/workflows/deploy.yaml/dispatches
# Run unit tests with the Docker runtime Docker images as root
test_runtime_root:
name: RT Unit Tests (Root)
needs: [ghcr_build_runtime, define-matrix]
runs-on: blacksmith-8vcpu-ubuntu-2204
runs-on: blacksmith-4vcpu-ubuntu-2404
strategy:
fail-fast: false
matrix:
@ -296,7 +298,7 @@ jobs:
# We install pytest-xdist in order to run tests across CPUs
poetry run pip install pytest-xdist
# Install to be able to retry on failures for flaky tests
# Install to be able to retry on failures for flakey tests
poetry run pip install pytest-rerunfailures
image_name=ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
@ -309,14 +311,14 @@ jobs:
SANDBOX_RUNTIME_CONTAINER_IMAGE=$image_name \
TEST_IN_CI=true \
RUN_AS_OPENHANDS=false \
poetry run pytest -n 0 -raRs --reruns 2 --reruns-delay 5 -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py --durations=10
poetry run pytest -n 5 -raRs --reruns 2 --reruns-delay 3 -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py --durations=10
env:
DEBUG: "1"
# Run unit tests with the Docker runtime Docker images as openhands user
test_runtime_oh:
name: RT Unit Tests (openhands)
runs-on: blacksmith-8vcpu-ubuntu-2204
runs-on: blacksmith-4vcpu-ubuntu-2404
needs: [ghcr_build_runtime, define-matrix]
strategy:
matrix:
@ -368,7 +370,7 @@ jobs:
SANDBOX_RUNTIME_CONTAINER_IMAGE=$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 5 -raRs --reruns 2 --reruns-delay 3 -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py --durations=10
env:
DEBUG: "1"

199
.github/workflows/integration-runner.yml vendored
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@ -1,199 +0,0 @@
name: Run Integration Tests
on:
pull_request:
types: [labeled]
workflow_dispatch:
inputs:
reason:
description: 'Reason for manual trigger'
required: true
default: ''
schedule:
- cron: '30 22 * * *' # Runs at 10:30pm UTC every day
env:
N_PROCESSES: 10 # Global configuration for number of parallel processes for evaluation
jobs:
run-integration-tests:
if: github.event.label.name == 'integration-test' || github.event_name == 'workflow_dispatch' || github.event_name == 'schedule'
runs-on: blacksmith-4vcpu-ubuntu-2204
permissions:
contents: "read"
id-token: "write"
pull-requests: "write"
issues: "write"
strategy:
matrix:
python-version: ["3.12"]
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Install poetry via pipx
run: pipx install poetry
- name: Set up Python
uses: useblacksmith/setup-python@v6
with:
python-version: ${{ matrix.python-version }}
cache: "poetry"
- name: Setup Node.js
uses: useblacksmith/setup-node@v5
with:
node-version: '22.x'
- name: Comment on PR if 'integration-test' label is present
if: github.event_name == 'pull_request' && github.event.label.name == 'integration-test'
uses: KeisukeYamashita/create-comment@v1
with:
unique: false
comment: |
Hi! I started running the integration tests on your PR. You will receive a comment with the results shortly.
- name: Install Python dependencies using Poetry
run: poetry install --with dev,test,runtime,evaluation
- name: Configure config.toml for testing with Haiku
env:
LLM_MODEL: "litellm_proxy/claude-3-5-haiku-20241022"
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
MAX_ITERATIONS: 10
run: |
echo "[llm.eval]" > config.toml
echo "model = \"$LLM_MODEL\"" >> config.toml
echo "api_key = \"$LLM_API_KEY\"" >> config.toml
echo "base_url = \"$LLM_BASE_URL\"" >> config.toml
echo "temperature = 0.0" >> config.toml
- name: Build environment
run: make build
- name: Run integration test evaluation for Haiku
env:
SANDBOX_FORCE_REBUILD_RUNTIME: True
run: |
poetry run ./evaluation/integration_tests/scripts/run_infer.sh llm.eval HEAD CodeActAgent '' 10 $N_PROCESSES '' 'haiku_run'
# get integration tests report
REPORT_FILE_HAIKU=$(find evaluation/evaluation_outputs/outputs/integration_tests/CodeActAgent/*haiku*_maxiter_10_N* -name "report.md" -type f | head -n 1)
echo "REPORT_FILE: $REPORT_FILE_HAIKU"
echo "INTEGRATION_TEST_REPORT_HAIKU<<EOF" >> $GITHUB_ENV
cat $REPORT_FILE_HAIKU >> $GITHUB_ENV
echo >> $GITHUB_ENV
echo "EOF" >> $GITHUB_ENV
- name: Wait a little bit
run: sleep 10
- name: Configure config.toml for testing with DeepSeek
env:
LLM_MODEL: "litellm_proxy/deepseek-chat"
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
MAX_ITERATIONS: 10
run: |
echo "[llm.eval]" > config.toml
echo "model = \"$LLM_MODEL\"" >> config.toml
echo "api_key = \"$LLM_API_KEY\"" >> config.toml
echo "base_url = \"$LLM_BASE_URL\"" >> config.toml
echo "temperature = 0.0" >> config.toml
- name: Run integration test evaluation for DeepSeek
env:
SANDBOX_FORCE_REBUILD_RUNTIME: True
run: |
poetry run ./evaluation/integration_tests/scripts/run_infer.sh llm.eval HEAD CodeActAgent '' 10 $N_PROCESSES '' 'deepseek_run'
# get integration tests report
REPORT_FILE_DEEPSEEK=$(find evaluation/evaluation_outputs/outputs/integration_tests/CodeActAgent/deepseek*_maxiter_10_N* -name "report.md" -type f | head -n 1)
echo "REPORT_FILE: $REPORT_FILE_DEEPSEEK"
echo "INTEGRATION_TEST_REPORT_DEEPSEEK<<EOF" >> $GITHUB_ENV
cat $REPORT_FILE_DEEPSEEK >> $GITHUB_ENV
echo >> $GITHUB_ENV
echo "EOF" >> $GITHUB_ENV
# -------------------------------------------------------------
# Run VisualBrowsingAgent tests for DeepSeek, limited to t05 and t06
- name: Wait a little bit (again)
run: sleep 5
- name: Configure config.toml for testing VisualBrowsingAgent (DeepSeek)
env:
LLM_MODEL: "litellm_proxy/deepseek-chat"
LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
MAX_ITERATIONS: 15
run: |
echo "[llm.eval]" > config.toml
echo "model = \"$LLM_MODEL\"" >> config.toml
echo "api_key = \"$LLM_API_KEY\"" >> config.toml
echo "base_url = \"$LLM_BASE_URL\"" >> config.toml
echo "temperature = 0.0" >> config.toml
- name: Run integration test evaluation for VisualBrowsingAgent (DeepSeek)
env:
SANDBOX_FORCE_REBUILD_RUNTIME: True
run: |
poetry run ./evaluation/integration_tests/scripts/run_infer.sh llm.eval HEAD VisualBrowsingAgent '' 15 $N_PROCESSES "t05_simple_browsing,t06_github_pr_browsing.py" 'visualbrowsing_deepseek_run'
# Find and export the visual browsing agent test results
REPORT_FILE_VISUALBROWSING_DEEPSEEK=$(find evaluation/evaluation_outputs/outputs/integration_tests/VisualBrowsingAgent/deepseek*_maxiter_15_N* -name "report.md" -type f | head -n 1)
echo "REPORT_FILE_VISUALBROWSING_DEEPSEEK: $REPORT_FILE_VISUALBROWSING_DEEPSEEK"
echo "INTEGRATION_TEST_REPORT_VISUALBROWSING_DEEPSEEK<<EOF" >> $GITHUB_ENV
cat $REPORT_FILE_VISUALBROWSING_DEEPSEEK >> $GITHUB_ENV
echo >> $GITHUB_ENV
echo "EOF" >> $GITHUB_ENV
- name: Create archive of evaluation outputs
run: |
TIMESTAMP=$(date +'%y-%m-%d-%H-%M')
cd evaluation/evaluation_outputs/outputs # Change to the outputs directory
tar -czvf ../../../integration_tests_${TIMESTAMP}.tar.gz integration_tests/CodeActAgent/* integration_tests/VisualBrowsingAgent/* # Only include the actual result directories
- name: Upload evaluation results as artifact
uses: actions/upload-artifact@v4
id: upload_results_artifact
with:
name: integration-test-outputs-${{ github.run_id }}-${{ github.run_attempt }}
path: integration_tests_*.tar.gz
- name: Get artifact URLs
run: |
echo "ARTIFACT_URL=${{ steps.upload_results_artifact.outputs.artifact-url }}" >> $GITHUB_ENV
- name: Set timestamp and trigger reason
run: |
echo "TIMESTAMP=$(date +'%Y-%m-%d-%H-%M')" >> $GITHUB_ENV
if [[ "${{ github.event_name }}" == "pull_request" ]]; then
echo "TRIGGER_REASON=pr-${{ github.event.pull_request.number }}" >> $GITHUB_ENV
elif [[ "${{ github.event_name }}" == "workflow_dispatch" ]]; then
echo "TRIGGER_REASON=manual-${{ github.event.inputs.reason }}" >> $GITHUB_ENV
else
echo "TRIGGER_REASON=nightly-scheduled" >> $GITHUB_ENV
fi
- name: Comment with results and artifact link
id: create_comment
uses: KeisukeYamashita/create-comment@v1
with:
# if triggered by PR, use PR number, otherwise use 9745 as fallback issue number for manual triggers
number: ${{ github.event_name == 'pull_request' && github.event.pull_request.number || 9745 }}
unique: false
comment: |
Trigger by: ${{ github.event_name == 'pull_request' && format('Pull Request (integration-test label on PR #{0})', github.event.pull_request.number) || (github.event_name == 'workflow_dispatch' && format('Manual Trigger: {0}', github.event.inputs.reason)) || 'Nightly Scheduled Run' }}
Commit: ${{ github.sha }}
**Integration Tests Report (Haiku)**
Haiku LLM Test Results:
${{ env.INTEGRATION_TEST_REPORT_HAIKU }}
---
**Integration Tests Report (DeepSeek)**
DeepSeek LLM Test Results:
${{ env.INTEGRATION_TEST_REPORT_DEEPSEEK }}
---
**Integration Tests Report VisualBrowsing (DeepSeek)**
${{ env.INTEGRATION_TEST_REPORT_VISUALBROWSING_DEEPSEEK }}
---
Download testing outputs (includes both Haiku and DeepSeek results): [Download](${{ steps.upload_results_artifact.outputs.artifact-url }})

19
.github/workflows/lint.yml vendored
View File

@ -71,7 +71,7 @@ jobs:
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
run: pre-commit run --all-files --show-diff-on-failure --config ./dev_config/python/.pre-commit-config.yaml
lint-cli-python:
name: Lint CLI python
@ -86,20 +86,7 @@ jobs:
python-version: 3.12
cache: "pip"
- name: Install pre-commit
run: pip install pre-commit==3.7.0
run: pip install pre-commit==4.2.0
- name: Run pre-commit hooks
working-directory: ./openhands-cli
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
runs-on: blacksmith-4vcpu-ubuntu-2204
steps:
- uses: actions/checkout@v4
- name: Set up python
uses: useblacksmith/setup-python@v6
with:
python-version: 3.12
- name: Run version consistency check
run: .github/scripts/check_version_consistency.py
run: pre-commit run --all-files --config ./dev_config/python/.pre-commit-config.yaml

4
.github/workflows/openhands-resolver.yml vendored
View File

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

121
.github/workflows/py-tests.yml vendored
View File

@ -19,12 +19,16 @@ jobs:
# Run python tests on Linux
test-on-linux:
name: Python Tests on Linux
runs-on: blacksmith-4vcpu-ubuntu-2204
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
@ -44,48 +48,32 @@ jobs:
python-version: ${{ matrix.python-version }}
cache: "poetry"
- name: Install Python dependencies using Poetry
run: poetry install --with dev,test,runtime
run: |
poetry install --with dev,test,runtime
poetry run pip install pytest-xdist
poetry run pip install pytest-rerunfailures
- name: Build Environment
run: make build
- name: Run Unit Tests
run: PYTHONPATH=".:$PYTHONPATH" poetry run pytest --forked -n auto -svv ./tests/unit
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=".:$PYTHONPATH" TEST_RUNTIME=cli poetry run pytest -svv tests/runtime/test_bash.py
# Run specific Windows python tests
test-on-windows:
name: Python Tests on Windows
runs-on: windows-latest
strategy:
matrix:
python-version: ["3.12"]
steps:
- uses: actions/checkout@v4
- name: Install pipx
run: pip install pipx
- name: Install poetry via pipx
run: pipx install poetry
- name: Set up Python
uses: actions/setup-python@v5
run: PYTHONPATH=".:$PYTHONPATH" TEST_RUNTIME=cli poetry run pytest -n 5 --reruns 2 --reruns-delay 3 -s tests/runtime/test_bash.py --cov=openhands --cov-branch
env:
COVERAGE_FILE: ".coverage.runtime.${{ matrix.python_version }}"
- name: Store coverage file
uses: actions/upload-artifact@v4
with:
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"
name: coverage-openhands
path: |
.coverage.${{ matrix.python_version }}
.coverage.runtime.${{ matrix.python_version }}
include-hidden-files: true
test-enterprise:
name: Enterprise Python Unit Tests
runs-on: blacksmith-4vcpu-ubuntu-2204
runs-on: blacksmith-4vcpu-ubuntu-2404
strategy:
matrix:
python-version: ["3.12"]
@ -102,13 +90,24 @@ jobs:
working-directory: ./enterprise
run: poetry install --with dev,test
- name: Run Unit Tests
working-directory: ./enterprise
run: PYTHONPATH=".:$PYTHONPATH" poetry run pytest --forked -n auto -svv -p no:ddtrace -p no:ddtrace.pytest_bdd -p no:ddtrace.pytest_benchmark ./tests/unit
# Use base working directory for coverage paths to line up.
run: PYTHONPATH=".:$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
# Run CLI unit tests
test-cli-python:
name: CLI Unit Tests
runs-on: blacksmith-4vcpu-ubuntu-2204
runs-on: blacksmith-4vcpu-ubuntu-2404
strategy:
matrix:
python-version: ["3.12"]
steps:
- name: Checkout repository
uses: actions/checkout@v4
@ -118,7 +117,7 @@ jobs:
- name: Set up Python
uses: useblacksmith/setup-python@v6
with:
python-version: 3.12
python-version: ${{ matrix.python-version }}
- name: Install uv
uses: astral-sh/setup-uv@v3
@ -132,5 +131,45 @@ jobs:
- name: Run CLI unit tests
working-directory: ./openhands-cli
env:
# write coverage to repo root so the merge step finds it
COVERAGE_FILE: "${{ github.workspace }}/.coverage.openhands-cli.${{ matrix.python-version }}"
run: |
uv run pytest -v
uv run pytest --forked -n auto -s \
-p no:ddtrace -p no:ddtrace.pytest_bdd -p no:ddtrace.pytest_benchmark \
tests --cov=openhands_cli --cov-branch
- name: Store coverage file
uses: actions/upload-artifact@v4
with:
name: coverage-openhands-cli
path: ".coverage.openhands-cli.${{ 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, test-cli-python]
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: Create symlink for CLI source files
run: ln -sf openhands-cli/openhands_cli openhands_cli
- name: Coverage comment
id: coverage_comment
uses: py-cov-action/python-coverage-comment-action@v3
with:
GITHUB_TOKEN: ${{ github.token }}
MERGE_COVERAGE_FILES: true

49
.github/workflows/pypi-release.yml vendored
View File

@ -1,18 +1,28 @@
# Publishes the OpenHands PyPi package
name: Publish PyPi Package
# Triggered manually
on:
workflow_dispatch:
inputs:
reason:
description: 'Reason for manual trigger'
description: "What are you publishing?"
required: true
default: ''
type: choice
options:
- app server
- cli
default: app server
push:
tags:
- "*"
jobs:
release:
runs-on: blacksmith-4vcpu-ubuntu-2204
# Run when manually dispatched for "app server" OR for tag pushes that don't contain '-cli'
if: |
(github.event_name == 'workflow_dispatch' && github.event.inputs.reason == 'app server')
|| (github.event_name == 'push' && startsWith(github.ref, 'refs/tags/') && !contains(github.ref, '-cli'))
steps:
- uses: actions/checkout@v4
- uses: useblacksmith/setup-python@v6
@ -29,3 +39,36 @@ jobs:
run: ./build.sh
- name: publish
run: poetry publish -u __token__ -p ${{ secrets.PYPI_TOKEN }}
release-cli:
name: Publish CLI to PyPI
runs-on: ubuntu-latest
# Run when manually dispatched for "cli" OR for tag pushes that contain '-cli'
if: |
(github.event_name == 'workflow_dispatch' && github.event.inputs.reason == 'cli')
|| (github.event_name == 'push' && startsWith(github.ref, 'refs/tags/') && contains(github.ref, '-cli'))
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: 3.12
- name: Install uv
uses: astral-sh/setup-uv@v3
with:
version: "latest"
- name: Build CLI package
working-directory: openhands-cli
run: |
# Clean dist directory to avoid conflicts with binary builds
rm -rf dist/
uv build
- name: Publish CLI to PyPI
working-directory: openhands-cli
run: |
uv publish --token ${{ secrets.PYPI_TOKEN_OPENHANDS }}

2
.github/workflows/run-eval.yml vendored
View File

@ -101,7 +101,7 @@ jobs:
-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\": \"${{ steps.eval_params.outputs.eval_instances }}\"}}" \
https://api.github.com/repos/All-Hands-AI/evaluation/actions/workflows/create-branch.yml/dispatches
https://api.github.com/repos/OpenHands/evaluation/actions/workflows/create-branch.yml/dispatches
# Send Slack message
if [[ "${{ github.event_name }}" == "pull_request" ]]; then

2
.github/workflows/stale.yml vendored
View File

@ -19,4 +19,4 @@ jobs:
close-issue-message: 'This issue was automatically closed due to 50 days of inactivity. We do this to help keep the issues somewhat manageable and focus on active issues.'
close-pr-message: 'This PR was closed because it had no activity for 50 days. If you feel this was closed in error, and you would like to continue the PR, please resubmit or let us know.'
days-before-close: 10
operations-per-run: 150
operations-per-run: 300

2
.github/workflows/welcome-good-first-issue.yml vendored
View File

@ -45,7 +45,7 @@ jobs:
"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" +
"Feel free to join our developer community on [Slack](https://all-hands.dev/joinslack). You can ask for [help](https://openhands-ai.slack.com/archives/C078L0FUGUX), [feedback](https://openhands-ai.slack.com/archives/C086ARSNMGA), and even ask for a [PR review](https://openhands-ai.slack.com/archives/C08D8FJ5771).\n\n" +
"🙌 Happy hacking! 🙌\n\n" +
"<!-- auto-comment:good-first-issue -->"
});

3
.gitignore vendored
View File

@ -186,6 +186,9 @@ cython_debug/
.repomix
repomix-output.txt
# Emacs backup
*~
# evaluation
evaluation/evaluation_outputs
evaluation/outputs

110
.openhands/microagents/repo.md
View File

@ -83,6 +83,116 @@ VSCode Extension:
- Use `vscode.window.createOutputChannel()` for debug logging instead of `showErrorMessage()` popups
- Pre-commit process runs both frontend and backend checks when committing extension changes
## Enterprise Directory
The `enterprise/` directory contains additional functionality that extends the open-source OpenHands codebase. This includes:
- Authentication and user management (Keycloak integration)
- Database migrations (Alembic)
- Integration services (GitHub, GitLab, Jira, Linear, Slack)
- Billing and subscription management (Stripe)
- Telemetry and analytics (PostHog, custom metrics framework)
### Enterprise Development Setup
**Prerequisites:**
- Python 3.12
- Poetry (for dependency management)
- Node.js 22.x (for frontend)
- Docker (optional)
**Setup Steps:**
1. First, build the main OpenHands project: `make build`
2. Then install enterprise dependencies: `cd enterprise && poetry install --with dev,test` (This can take a very long time. Be patient.)
3. Set up enterprise pre-commit hooks: `poetry run pre-commit install --config ./dev_config/python/.pre-commit-config.yaml`
**Running Enterprise Tests:**
```bash
# Enterprise unit tests (full suite)
PYTHONPATH=".:$PYTHONPATH" poetry run --project=enterprise pytest --forked -n auto -s -p no:ddtrace -p no:ddtrace.pytest_bdd -p no:ddtrace.pytest_benchmark ./enterprise/tests/unit --cov=enterprise --cov-branch
# Test specific modules (faster for development)
cd enterprise
PYTHONPATH=".:$PYTHONPATH" poetry run pytest tests/unit/telemetry/ --confcutdir=tests/unit/telemetry
# Enterprise linting (IMPORTANT: use --show-diff-on-failure to match GitHub CI)
poetry run pre-commit run --all-files --show-diff-on-failure --config ./dev_config/python/.pre-commit-config.yaml
```
**Running Enterprise Server:**
```bash
cd enterprise
make start-backend # Development mode with hot reload
# or
make run # Full application (backend + frontend)
```
**Key Configuration Files:**
- `enterprise/pyproject.toml` - Enterprise-specific dependencies
- `enterprise/Makefile` - Enterprise build and run commands
- `enterprise/dev_config/python/` - Linting and type checking configuration
- `enterprise/migrations/` - Database migration files
**Database Migrations:**
Enterprise uses Alembic for database migrations. When making schema changes:
1. Create migration files in `enterprise/migrations/versions/`
2. Test migrations thoroughly
3. The CI will check for migration conflicts on PRs
**Integration Development:**
The enterprise codebase includes integrations for:
- **GitHub** - PR management, webhooks, app installations
- **GitLab** - Similar to GitHub but for GitLab instances
- **Jira** - Issue tracking and project management
- **Linear** - Modern issue tracking
- **Slack** - Team communication and notifications
Each integration follows a consistent pattern with service classes, storage models, and API endpoints.
**Important Notes:**
- Enterprise code is licensed under Polyform Free Trial License (30-day limit)
- The enterprise server extends the OSS server through dynamic imports
- Database changes require careful migration planning in `enterprise/migrations/`
- Always test changes in both OSS and enterprise contexts
- Use the enterprise-specific Makefile commands for development
**Enterprise Testing Best Practices:**
**Database Testing:**
- Use SQLite in-memory databases (`sqlite:///:memory:`) for unit tests instead of real PostgreSQL
- Create module-specific `conftest.py` files with database fixtures
- Mock external database connections in unit tests to avoid dependency on running services
- Use real database connections only for integration tests
**Import Patterns:**
- Use relative imports without `enterprise.` prefix in enterprise code
- Example: `from storage.database import session_maker` not `from enterprise.storage.database import session_maker`
- This ensures code works in both OSS and enterprise contexts
**Test Structure:**
- Place tests in `enterprise/tests/unit/` following the same structure as the source code
- Use `--confcutdir=tests/unit/[module]` when testing specific modules
- Create comprehensive fixtures for complex objects (databases, external services)
- Write platform-agnostic tests (avoid hardcoded OS-specific assertions)
**Mocking Strategy:**
- Use `AsyncMock` for async operations and `MagicMock` for complex objects
- Mock all external dependencies (databases, APIs, file systems) in unit tests
- Use `patch` with correct import paths (e.g., `telemetry.registry.logger` not `enterprise.telemetry.registry.logger`)
- Test both success and failure scenarios with proper error handling
**Coverage Goals:**
- Aim for 90%+ test coverage on new enterprise modules
- Focus on critical business logic and error handling paths
- Use `--cov-report=term-missing` to identify uncovered lines
**Troubleshooting:**
- If tests fail, ensure all dependencies are installed: `poetry install --with dev,test`
- For database issues, check migration status and run migrations if needed
- For frontend issues, ensure the main OpenHands frontend is built: `make build`
- Check logs in the `logs/` directory for runtime issues
- If tests fail with import errors, verify `PYTHONPATH=".:$PYTHONPATH"` is set
- **If GitHub CI fails but local linting passes**: Always use `--show-diff-on-failure` flag to match CI behavior exactly
## Template for Github Pull Request
If you are starting a pull request (PR), please follow the template in `.github/pull_request_template.md`.

16
.vscode/settings.json vendored
View File

@ -3,4 +3,20 @@
"files.eol": "\n",
"files.trimTrailingWhitespace": true,
"files.insertFinalNewline": true,
"python.defaultInterpreterPath": "./.venv/bin/python",
"python.terminal.activateEnvironment": true,
"python.analysis.autoImportCompletions": true,
"python.analysis.autoSearchPaths": true,
"python.analysis.extraPaths": [
"./.venv/lib/python3.12/site-packages"
],
"python.analysis.packageIndexDepths": [
{
"name": "openhands",
"depth": 10,
"includeAllSymbols": true
}
],
"python.analysis.stubPath": "./.venv/lib/python3.12/site-packages",
}

1
CNAME Normal file
View File

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

10
CODE_OF_CONDUCT.md
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 and Discord Etiquettes
### Slack Etiquettes
These Slack and Discord etiquette guidelines are designed to foster an inclusive, respectful, and productive environment for all community members. By following these best practices, we ensure effective communication and collaboration while minimizing disruptions. Let’s work together to build a supportive and welcoming community!
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. Let’s work together to build a supportive and welcoming community!
- Communicate respectfully and professionally, avoiding sarcasm or harsh language, and remember that tone can be difficult to interpret in text.
- Use threads for specific discussions to keep channels organized and easier to follow.
- Tag others only when their input is critical or urgent, and use @here, @channel or @everyone sparingly to minimize disruptions.
- Be patient, as open-source contributors and maintainers often have other commitments and may need time to respond.
- Post questions or discussions in the most relevant channel (e.g., for [slack - #general](https://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)).
- 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.
- When asking for help or raising issues, include necessary details like links, screenshots, or clear explanations to provide context.
- Keep discussions in public channels whenever possible to allow others to benefit from the conversation, unless the matter is sensitive or private.
- Always adhere to [our standards](https://github.com/All-Hands-AI/OpenHands/blob/main/CODE_OF_CONDUCT.md#our-standards) to ensure a welcoming and collaborative environment.
- If you choose to mute a channel, consider setting up alerts for topics that still interest you to stay engaged. For Slack, Go to Settings → Notifications → My Keywords to add specific keywords that will notify you when mentioned. For example, if you're here for discussions about LLMs, mute the channel if it’s too busy, but set notifications to alert you only when “LLMs” appears in messages. Also for Discord, go to the channel notifications and choose the option that best describes your need.
- Always adhere to [our standards](https://github.com/OpenHands/OpenHands/blob/main/CODE_OF_CONDUCT.md#our-standards) to ensure a welcoming and collaborative environment.
- If you choose to mute a channel, consider setting up alerts for topics that still interest you to stay engaged. For Slack, Go to Settings → Notifications → My Keywords to add specific keywords that will notify you when mentioned. For example, if you're here for discussions about LLMs, mute the channel if it’s too busy, but set notifications to alert you only when “LLMs” appears in messages.
## Attribution

2
COMMUNITY.md
View File

@ -8,7 +8,7 @@ If this resonates with you, we'd love to have you join us in our quest!
## 🤝 How to Join
Check out our [How to Join the Community section.](https://github.com/All-Hands-AI/OpenHands?tab=readme-ov-file#-how-to-join-the-community)
Check out our [How to Join the Community section.](https://github.com/OpenHands/OpenHands?tab=readme-ov-file#-how-to-join-the-community)
## 💪 Becoming a Contributor

16
CONTRIBUTING.md
View File

@ -13,15 +13,15 @@ To understand the codebase, please refer to the README in each module:
## Setting up Your Development Environment
We have a separate doc [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md) that tells you how to set up a development workflow.
We have a separate doc [Development.md](https://github.com/OpenHands/OpenHands/blob/main/Development.md) that tells you how to set up a development workflow.
## How Can I Contribute?
There are many ways that you can contribute:
1. **Download and use** OpenHands, and send [issues](https://github.com/All-Hands-AI/OpenHands/issues) when you encounter something that isn't working or a feature that you'd like to see.
1. **Download and use** OpenHands, and send [issues](https://github.com/OpenHands/OpenHands/issues) when you encounter something that isn't working or a feature that you'd like to see.
2. **Send feedback** after each session by [clicking the thumbs-up thumbs-down buttons](https://docs.all-hands.dev/usage/feedback), so we can see where things are working and failing, and also build an open dataset for training code agents.
3. **Improve the Codebase** by sending [PRs](#sending-pull-requests-to-openhands) (see details below). In particular, we have some [good first issues](https://github.com/All-Hands-AI/OpenHands/labels/good%20first%20issue) that may be ones to start on.
3. **Improve the Codebase** by sending [PRs](#sending-pull-requests-to-openhands) (see details below). In particular, we have some [good first issues](https://github.com/OpenHands/OpenHands/labels/good%20first%20issue) that may be ones to start on.
## What Can I Build?
Here are a few ways you can help improve the codebase.
@ -35,7 +35,7 @@ of the application, please open an issue first, or better, join the #eng-ui-ux c
to gather consensus from our design team first.
#### Improving the agent
Our main agent is the CodeAct agent. You can [see its prompts here](https://github.com/All-Hands-AI/OpenHands/tree/main/openhands/agenthub/codeact_agent).
Our main agent is the CodeAct agent. You can [see its prompts here](https://github.com/OpenHands/OpenHands/tree/main/openhands/agenthub/codeact_agent).
Changes to these prompts, and to the underlying behavior in Python, can have a huge impact on user experience.
You can try modifying the prompts to see how they change the behavior of the agent as you use the app
@ -54,11 +54,11 @@ The agent needs a place to run code and commands. When you run OpenHands on your
to do this by default. But there are other ways of creating a sandbox for the agent.
If you work for a company that provides a cloud-based runtime, you could help us add support for that runtime
by implementing the [interface specified here](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/runtime/base.py).
by implementing the [interface specified here](https://github.com/OpenHands/OpenHands/blob/main/openhands/runtime/base.py).
#### Testing
When you write code, it is also good to write tests. Please navigate to the [`./tests`](./tests) folder to see existing test suites.
At the moment, we have two kinds of tests: [`unit`](./tests/unit) and [`integration`](./evaluation/integration_tests). Please refer to the README for each test suite. These tests also run on GitHub's continuous integration to ensure quality of the project.
At the moment, we have these kinds of tests: [`unit`](./tests/unit), [`runtime`](./tests/runtime), and [`end-to-end (e2e)`](./tests/e2e). Please refer to the README for each test suite. These tests also run on GitHub's continuous integration to ensure quality of the project.
## Sending Pull Requests to OpenHands
@ -84,7 +84,7 @@ For example, a PR title could be:
- `refactor: modify package path`
- `feat(frontend): xxxx`, where `(frontend)` means that this PR mainly focuses on the frontend component.
You may also check out previous PRs in the [PR list](https://github.com/All-Hands-AI/OpenHands/pulls).
You may also check out previous PRs in the [PR list](https://github.com/OpenHands/OpenHands/pulls).
### Pull Request description
- If your PR is small (such as a typo fix), you can go brief.
@ -97,7 +97,7 @@ please include a short message that we can add to our changelog.
### Opening Issues
If you notice any bugs or have any feature requests please open them via the [issues page](https://github.com/All-Hands-AI/OpenHands/issues). We will triage based on how critical the bug is or how potentially useful the improvement is, discuss, and implement the ones that the community has interest/effort for.
If you notice any bugs or have any feature requests please open them via the [issues page](https://github.com/OpenHands/OpenHands/issues). We will triage based on how critical the bug is or how potentially useful the improvement is, discuss, and implement the ones that the community has interest/effort for.
Further, if you see an issue you like, please leave a "thumbs-up" or a comment, which will help us prioritize.

4
CREDITS.md
View File

@ -2,7 +2,7 @@
## Contributors
We would like to thank all the [contributors](https://github.com/All-Hands-AI/OpenHands/graphs/contributors) who have helped make OpenHands possible. We greatly appreciate your dedication and hard work.
We would like to thank all the [contributors](https://github.com/OpenHands/OpenHands/graphs/contributors) who have helped make OpenHands possible. We greatly appreciate your dedication and hard work.
## Open Source Projects
@ -14,7 +14,7 @@ OpenHands includes and adapts the following open source projects. We are gratefu
#### [Aider](https://github.com/paul-gauthier/aider)
- License: Apache License 2.0
- Description: AI pair programming tool. OpenHands has adapted and integrated its linter module for code-related tasks in [`agentskills utilities`](https://github.com/All-Hands-AI/OpenHands/tree/main/openhands/runtime/plugins/agent_skills/utils/aider)
- Description: AI pair programming tool. OpenHands has adapted and integrated its linter module for code-related tasks in [`agentskills utilities`](https://github.com/OpenHands/OpenHands/tree/main/openhands/runtime/plugins/agent_skills/utils/aider)
#### [BrowserGym](https://github.com/ServiceNow/BrowserGym)
- License: Apache License 2.0

6
Development.md
View File

@ -2,7 +2,7 @@
This guide is for people working on OpenHands and editing the source code.
If you wish to contribute your changes, check out the
[CONTRIBUTING.md](https://github.com/All-Hands-AI/OpenHands/blob/main/CONTRIBUTING.md)
[CONTRIBUTING.md](https://github.com/OpenHands/OpenHands/blob/main/CONTRIBUTING.md)
on how to clone and setup the project initially before moving on. Otherwise,
you can clone the OpenHands project directly.
@ -159,7 +159,7 @@ poetry run pytest ./tests/unit/test_*.py
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/openhands/runtime:0.62-nikolaik`
## Develop inside Docker container
@ -193,7 +193,7 @@ Here's a guide to the important documentation files in the repository:
- [/README.md](./README.md): Main project overview, features, and basic setup instructions
- [/Development.md](./Development.md) (this file): Comprehensive guide for developers working on OpenHands
- [/CONTRIBUTING.md](./CONTRIBUTING.md): Guidelines for contributing to the project, including code style and PR process
- [/docs/DOC_STYLE_GUIDE.md](./docs/DOC_STYLE_GUIDE.md): Standards for writing and maintaining project documentation
- [DOC_STYLE_GUIDE.md](https://github.com/All-Hands-AI/docs/blob/main/openhands/DOC_STYLE_GUIDE.md): Standards for writing and maintaining project documentation
- [/openhands/README.md](./openhands/README.md): Details about the backend Python implementation
- [/frontend/README.md](./frontend/README.md): Frontend React application setup and development guide
- [/containers/README.md](./containers/README.md): Information about Docker containers and deployment

68
README.md
View File

@ -1,33 +1,32 @@
<a name="readme-top"></a>
<div align="center">
<img src="./docs/static/img/logo.png" alt="Logo" width="200">
<img src="https://raw.githubusercontent.com/All-Hands-AI/docs/main/openhands/static/img/logo.png" alt="Logo" width="200">
<h1 align="center">OpenHands: Code Less, Make More</h1>
</div>
<div align="center">
<a href="https://github.com/All-Hands-AI/OpenHands/graphs/contributors"><img src="https://img.shields.io/github/contributors/All-Hands-AI/OpenHands?style=for-the-badge&color=blue" alt="Contributors"></a>
<a href="https://github.com/All-Hands-AI/OpenHands/stargazers"><img src="https://img.shields.io/github/stars/All-Hands-AI/OpenHands?style=for-the-badge&color=blue" alt="Stargazers"></a>
<a href="https://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>
<a href="https://github.com/OpenHands/OpenHands/graphs/contributors"><img src="https://img.shields.io/github/contributors/OpenHands/OpenHands?style=for-the-badge&color=blue" alt="Contributors"></a>
<a href="https://github.com/OpenHands/OpenHands/stargazers"><img src="https://img.shields.io/github/stars/OpenHands/OpenHands?style=for-the-badge&color=blue" alt="Stargazers"></a>
<a href="https://github.com/OpenHands/OpenHands/blob/main/LICENSE"><img src="https://img.shields.io/github/license/OpenHands/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://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>
<a href="https://all-hands.dev/joinslack"><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://github.com/OpenHands/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>
<a href="https://arxiv.org/abs/2407.16741"><img src="https://img.shields.io/badge/Paper%20on%20Arxiv-000?logoColor=FFE165&logo=arxiv&style=for-the-badge" alt="Paper on Arxiv"></a>
<a href="https://docs.google.com/spreadsheets/d/1wOUdFCMyY6Nt0AIqF705KN4JKOWgeI4wUGUP60krXXs/edit?gid=0#gid=0"><img src="https://img.shields.io/badge/Benchmark%20score-000?logoColor=FFE165&logo=huggingface&style=for-the-badge" alt="Evaluation Benchmark Score"></a>
<!-- Keep these links. Translations will automatically update with the README. -->
<a href="https://www.readme-i18n.com/All-Hands-AI/OpenHands?lang=de">Deutsch</a> |
<a href="https://www.readme-i18n.com/All-Hands-AI/OpenHands?lang=es">Español</a> |
<a href="https://www.readme-i18n.com/All-Hands-AI/OpenHands?lang=fr">français</a> |
<a href="https://www.readme-i18n.com/All-Hands-AI/OpenHands?lang=ja">日本語</a> |
<a href="https://www.readme-i18n.com/All-Hands-AI/OpenHands?lang=ko">한국어</a> |
<a href="https://www.readme-i18n.com/All-Hands-AI/OpenHands?lang=pt">Português</a> |
<a href="https://www.readme-i18n.com/All-Hands-AI/OpenHands?lang=ru">Русский</a> |
<a href="https://www.readme-i18n.com/All-Hands-AI/OpenHands?lang=zh">中文</a>
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=de">Deutsch</a> |
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=es">Español</a> |
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=fr">français</a> |
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=ja">日本語</a> |
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=ko">한국어</a> |
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=pt">Português</a> |
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=ru">Русский</a> |
<a href="https://www.readme-i18n.com/OpenHands/OpenHands?lang=zh">中文</a>
<hr>
</div>
@ -39,16 +38,20 @@ call APIs, and yes—even copy code snippets from StackOverflow.
Learn more at [docs.all-hands.dev](https://docs.all-hands.dev), or [sign up for OpenHands Cloud](https://app.all-hands.dev) to get started.
> [!IMPORTANT]
> **Upcoming change**: We are renaming our GitHub Org from `All-Hands-AI` to `OpenHands` on October 20th, 2025.
> Check the [tracking issue](https://github.com/All-Hands-AI/OpenHands/issues/11376) for more information.
> [!IMPORTANT]
> Using OpenHands for work? We'd love to chat! Fill out
> [this short form](https://docs.google.com/forms/d/e/1FAIpQLSet3VbGaz8z32gW9Wm-Grl4jpt5WgMXPgJ4EDPVmCETCBpJtQ/viewform)
> to join our Design Partner program, where you'll get early access to commercial features and the opportunity to provide input on our product roadmap.
![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.
which comes with $10 in free credits for new users.
## 💻 Running OpenHands Locally
@ -63,10 +66,10 @@ See the [uv installation guide](https://docs.astral.sh/uv/getting-started/instal
**Launch OpenHands**:
```bash
# Launch the GUI server
uvx --python 3.12 --from openhands-ai openhands serve
uvx --python 3.12 openhands serve
# Or launch the CLI
uvx --python 3.12 --from openhands-ai openhands
uvx --python 3.12 openhands
```
You'll find OpenHands running at [http://localhost:3000](http://localhost:3000) (for GUI mode)!
@ -79,17 +82,17 @@ You'll find OpenHands running at [http://localhost:3000](http://localhost:3000)
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.openhands.dev/openhands/runtime:0.62-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.openhands.dev/openhands/runtime:0.62-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.openhands.dev/openhands/openhands:0.62
```
</details>
@ -103,7 +106,7 @@ docker run -it --rm --pull=always \
### Getting Started
When you open the application, you'll be asked to choose an LLM provider and add an API key.
[Anthropic's Claude Sonnet 4](https://www.anthropic.com/api) (`anthropic/claude-sonnet-4-20250514`)
[Anthropic's Claude Sonnet 4.5](https://www.anthropic.com/api) (`anthropic/claude-sonnet-4-5-20250929`)
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
@ -116,7 +119,7 @@ system requirements and more information.
> It is not appropriate for multi-tenant deployments where multiple users share the same instance. There is no built-in authentication, isolation, or scalability.
>
> If you're interested in running OpenHands in a multi-tenant environment, check out the source-available, commercially-licensed
> [OpenHands Cloud Helm Chart](https://github.com/all-Hands-AI/OpenHands-cloud)
> [OpenHands Cloud Helm Chart](https://github.com/openHands/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),
@ -125,7 +128,7 @@ or run it on tagged issues with [a github action](https://docs.all-hands.dev/usa
Visit [Running OpenHands](https://docs.all-hands.dev/usage/installation) for more information and setup instructions.
If you want to modify the OpenHands source code, check out [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
If you want to modify the OpenHands source code, check out [Development.md](https://github.com/OpenHands/OpenHands/blob/main/Development.md).
Having issues? The [Troubleshooting Guide](https://docs.all-hands.dev/usage/troubleshooting) can help.
@ -140,21 +143,20 @@ troubleshooting resources, and advanced configuration options.
## 🤝 How to Join the Community
OpenHands is a community-driven project, and we welcome contributions from everyone. We do most of our communication
through Slack, so this is the best place to start, but we also are happy to have you contact us on Discord or Github:
through Slack, so this is the best place to start, but we also are happy to have you contact us on Github:
- [Join our Slack workspace](https://dub.sh/openhands) - 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.
- [Join our Slack workspace](https://all-hands.dev/joinslack) - Here we talk about research, architecture, and future development.
- [Read or post Github Issues](https://github.com/OpenHands/OpenHands/issues) - Check out the issues we're working on, or add your own ideas.
See more about the community in [COMMUNITY.md](./COMMUNITY.md) or find details on contributing in [CONTRIBUTING.md](./CONTRIBUTING.md).
## 📈 Progress
See the monthly OpenHands roadmap [here](https://github.com/orgs/All-Hands-AI/projects/1) (updated at the maintainer's meeting at the end of each month).
See the monthly OpenHands roadmap [here](https://github.com/orgs/OpenHands/projects/1) (updated at the maintainer's meeting at the end of each month).
<p align="center">
<a href="https://star-history.com/#All-Hands-AI/OpenHands&Date">
<img src="https://api.star-history.com/svg?repos=All-Hands-AI/OpenHands&type=Date" width="500" alt="Star History Chart">
<a href="https://star-history.com/#OpenHands/OpenHands&Date">
<img src="https://api.star-history.com/svg?repos=OpenHands/OpenHands&type=Date" width="500" alt="Star History Chart">
</a>
</p>

148
README_CN.md
View File

@ -1,148 +0,0 @@
<a name="readme-top"></a>
<div align="center">
<img src="./docs/static/img/logo.png" alt="Logo" width="200">
<h1 align="center">OpenHands: 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://dub.sh/openhands"><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:0.57-nikolaik
docker run -it --rm --pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.57-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
```
> **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，请
> [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://dub.sh/openhands) - 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
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@ -1,60 +0,0 @@
<a name="readme-top"></a>
<div align="center">
<img src="./docs/static/img/logo.png" alt="Logo" width="200">
<h1 align="center">OpenHands: 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://dub.sh/openhands"><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:0.57-nikolaik
docker run -it --rm --pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.57-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
```
**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！

2
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@ -189,7 +189,7 @@ model = "gpt-4o"
# Whether to use native tool calling if supported by the model. Can be true, false, or None by default, which chooses the model's default behavior based on the evaluation.
# ATTENTION: Based on evaluation, enabling native function calling may lead to worse results
# in some scenarios. Use with caution and consider testing with your specific use case.
# https://github.com/All-Hands-AI/OpenHands/pull/4711
# https://github.com/OpenHands/OpenHands/pull/4711
#native_tool_calling = None

4
containers/app/Dockerfile
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@ -1,5 +1,5 @@
ARG OPENHANDS_BUILD_VERSION=dev
FROM node:24.3.0-bookworm-slim AS frontend-builder
FROM node:24.8-trixie-slim AS frontend-builder
WORKDIR /app
@ -9,7 +9,7 @@ RUN npm ci
COPY frontend ./
RUN npm run build
FROM python:3.12.10-slim AS base
FROM python:3.13.7-slim-trixie AS base
FROM base AS backend-builder
WORKDIR /app

2
containers/app/config.sh
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@ -1,4 +1,4 @@
DOCKER_REGISTRY=ghcr.io
DOCKER_ORG=all-hands-ai
DOCKER_ORG=openhands
DOCKER_IMAGE=openhands
DOCKER_BASE_DIR="."

3
containers/dev/Dockerfile
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@ -104,6 +104,9 @@ RUN apt-get update && apt-get install -y \
&& apt-get clean \
&& apt-get autoremove -y
# mark /app as safe git directory to avoid pre-commit errors
RUN git config --system --add safe.directory /app
WORKDIR /app
# cache build dependencies

2
containers/dev/README.md
View File

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

2
containers/dev/compose.yml
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@ -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/openhands/runtime:0.62-nikolaik}
- SANDBOX_USER_ID=${SANDBOX_USER_ID:-1234}
- WORKSPACE_MOUNT_PATH=${WORKSPACE_BASE:-$PWD/workspace}
ports:

2
containers/runtime/README.md
View File

@ -6,7 +6,7 @@ that depends on the `base_image` **AND** a [Python source distribution](https://
The following command will generate a `Dockerfile` file for `nikolaik/python-nodejs:python3.12-nodejs22` (the default base image), an updated `config.sh` and the runtime source distribution files/folders into `containers/runtime`:
```bash
poetry run python3 openhands/runtime/utils/runtime_build.py \
poetry run python3 -m openhands.runtime.utils.runtime_build \
--base_image nikolaik/python-nodejs:python3.12-nodejs22 \
--build_folder containers/runtime
```

2
containers/runtime/config.sh
View File

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

2
docker-compose.yml
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@ -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=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-docker.openhands.dev/openhands/runtime:0.62-nikolaik}
#- SANDBOX_USER_ID=${SANDBOX_USER_ID:-1234} # enable this only if you want a specific non-root sandbox user but you will have to manually adjust permissions of ~/.openhands for this user
- WORKSPACE_MOUNT_PATH=${WORKSPACE_BASE:-$PWD/workspace}
ports:

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

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@ -1,36 +0,0 @@
# OpenHands Documentation
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.
## Configuration
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.

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@ -1,17 +0,0 @@
# セットアップ
```
npm install -g mint
```
または
```
yarn global add mint
```
# プレビュー
```
mint dev
```

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@ -1,230 +0,0 @@
{
"$schema": "https://mintlify.com/docs.json",
"theme": "mint",
"name": "All Hands Docs",
"colors": {
"primary": "#99873c",
"light": "#ffe165",
"dark": "#ffe165"
},
"background": {
"color": {
"light": "#f7f3ee",
"dark": "#0B0D0E"
}
},
"appearance": {
"default": "light"
},
"favicon": "/logo-square.png",
"navigation": {
"tabs": [
{
"tab": "Docs",
"pages": [
"index",
"usage/installation",
"usage/getting-started",
"usage/key-features",
"usage/faqs",
{
"group": "OpenHands Cloud",
"pages": [
"usage/cloud/openhands-cloud",
{
"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/cloud-ui",
"usage/cloud/cloud-api"
]
},
{
"group": "Run OpenHands on Your Own",
"pages": [
"usage/local-setup",
"usage/how-to/gui-mode",
"usage/how-to/cli-mode",
"usage/how-to/headless-mode",
"usage/how-to/github-action",
{
"group": "Advanced Configuration",
"pages": [
{
"group": "LLM Configuration",
"pages": [
"usage/llms/llms",
{
"group": "Providers",
"pages": [
"usage/llms/openhands-llms",
"usage/llms/azure-llms",
"usage/llms/google-llms",
"usage/llms/groq",
"usage/llms/local-llms",
"usage/llms/litellm-proxy",
"usage/llms/moonshot",
"usage/llms/openai-llms",
"usage/llms/openrouter"
]
}
]
},
{
"group": "Runtime Configuration",
"pages": [
"usage/runtimes/overview",
{
"group": "Providers",
"pages": [
"usage/runtimes/docker",
"usage/runtimes/remote",
"usage/runtimes/local",
{
"group": "Third-Party Providers",
"pages": [
"usage/runtimes/modal",
"usage/runtimes/daytona",
"usage/runtimes/runloop",
"usage/runtimes/e2b"
]
}
]
}
]
},
"usage/configuration-options",
"usage/how-to/custom-sandbox-guide",
"usage/search-engine-setup",
"usage/mcp"
]
}
]
},
{
"group": "Customizations & Settings",
"pages": [
"usage/common-settings",
"usage/prompting/repository",
{
"group": "Microagents",
"pages": [
"usage/prompting/microagents-overview",
"usage/prompting/microagents-repo",
"usage/prompting/microagents-keyword",
"usage/prompting/microagents-org",
"usage/prompting/microagents-public"
]
}
]
},
{
"group": "Tips and Tricks",
"pages": [
"usage/prompting/prompting-best-practices"
]
},
{
"group": "Troubleshooting & Feedback",
"pages": [
"usage/troubleshooting/troubleshooting",
"usage/feedback"
]
},
{
"group": "OpenHands Developers",
"pages": [
"usage/how-to/development-overview",
{
"group": "Architecture",
"pages": [
"usage/architecture/backend",
"usage/architecture/runtime"
]
},
"usage/how-to/debugging",
"usage/how-to/evaluation-harness",
"usage/how-to/websocket-connection"
]
}
]
},
{
"tab": "Success Stories",
"pages": [
"success-stories/index"
]
},
{
"tab": "API Reference",
"openapi": "/openapi.json"
}
],
"global": {
"anchors": [
{
"anchor": "Company",
"href": "https://www.all-hands.dev/",
"icon": "house"
},
{
"anchor": "Blog",
"href": "https://www.all-hands.dev/blog",
"icon": "newspaper"
},
{
"anchor": "OpenHands Cloud",
"href": "https://app.all-hands.dev",
"icon": "cloud"
}
]
}
},
"logo": {
"light": "/logo/light.svg",
"dark": "/logo/dark.svg"
},
"navbar": {
"links": [
],
"primary": {
"type": "github",
"href": "https://github.com/All-Hands-AI/OpenHands"
}
},
"footer": {
"socials": {
"slack": "https://dub.sh/openhands",
"github": "https://github.com/All-Hands-AI/OpenHands",
"discord": "https://discord.gg/ESHStjSjD4"
}
},
"contextual": {
"options": [
"copy",
"view",
"chatgpt",
"claude"
]
},
"redirects": [
{
"source": "/modules/:slug*",
"destination": "/:slug*"
}
]
}

19
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View File

@ -1,19 +0,0 @@
<svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
<path d="M9.06145 23.1079C5.26816 22.3769 -3.39077 20.6274 1.4173 5.06384C9.6344 6.09939 16.9728 14.0644 9.06145 23.1079Z" fill="url(#paint0_linear_17557_2021)"/>
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---
title: Introduction
description: OpenHands - Code Less, Make More
icon: book-open
mode: wide
---
Use AI to tackle the toil in your backlog. Our agents have all the same tools as a human developer: they can modify code, run commands, browse the web, call APIs, and yes-even copy code snippets from StackOverflow.
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@ -1,201 +0,0 @@
@startuml openhands
!pragma useIntermediatePackages false
class openhands.action.agent.AgentEchoAction {
content: str
runnable: bool
action: str
}
class openhands.action.agent.AgentFinishAction {
runnable: bool
action: str
}
class openhands.observation.AgentMessageObservation {
role: str
observation: str
}
class openhands.action.agent.AgentSummarizeAction {
summary: str
action: str
}
class openhands.action.agent.AgentThinkAction {
thought: str
runnable: bool
action: str
}
class openhands.action.base.ExecutableAction {
}
class openhands.action.base.NotExecutableAction {
}
class openhands.observation.Observation {
content: str
}
class openhands.action.base.Action {
}
class openhands.action.base.NullAction {
action: str
}
class openhands.action.bash.CmdRunAction {
command: str
action: str
}
class openhands.action.browse.BrowseURLAction {
url: str
action: str
}
class openhands.observation.BrowserOutputObservation {
url: str
status_code: int
error: bool
observation: str
}
class openhands.action.fileop.FileReadAction {
path: str
action: str
}
class openhands.observation.FileReadObservation {
path: str
observation: str
}
class openhands.action.fileop.FileWriteAction {
path: str
contents: str
action: str
}
class openhands.observation.FileWriteObservation {
path: str
observation: str
}
class openhands.action.tasks.AddTaskAction {
parent: str
goal: str
subtasks: list
action: str
}
class openhands.action.tasks.ModifyTaskAction {
id: str
state: str
action: str
}
abstract class openhands.agent.Agent {
_registry: Dict[str, Type[Agent]] {static}
llm: LLM
_complete: None
}
class openhands.llm.llm.LLM {
model: None
api_key: None
base_url: None
_debug_dir: None
_debug_idx: None
_debug_id: None
_completion: None
}
class openhands.controller.agent_controller.AgentController {
agent: Agent
max_iterations: int
workdir: str
command_manager: CommandManager
state: State
plan: Plan
callbacks: List[Callable]
}
class openhands.observation.AgentErrorObservation {
observation: str
}
class openhands.controller.command_manager.CommandManager {
directory: None
shell: None
}
class openhands.observation.NullObservation {
observation: str
}
class openhands.plan.Plan {
main_goal: str {static}
task: Task {static}
main_goal: str
task: None
}
class openhands.state.State {
plan: Plan
iteration: int
history: List[Tuple[Action, Observation]]
updated_info: List[Tuple[Action, Observation]]
}
class openhands.observation.CmdOutputObservation {
command: str
exit_code: int
observation: str
}
class openhands.sandbox.sandbox.DockerInteractive {
instance_id: None
instance_id: None
workspace_dir: None
workspace_dir: None
workspace_dir: None
timeout: int
base_container_image: None
container_name: None
}
class openhands.observation.UserMessageObservation {
role: str
observation: str
}
class openhands.plan.Task {
id: str {static}
goal: str {static}
parent: Task | None {static}
subtasks: List[Task] {static}
id: None
id: None
parent: None
goal: str
subtasks: None
}
class openhands.server.session.Session {
websocket: None
controller: Optional[AgentController]
agent: Optional[Agent]
agent_task: None
}
openhands.action.base.ExecutableAction <|-- openhands.action.agent.AgentEchoAction
openhands.action.base.NotExecutableAction <|-- openhands.action.agent.AgentFinishAction
openhands.observation.Observation <|-- openhands.observation.AgentMessageObservation
openhands.action.base.NotExecutableAction <|-- openhands.action.agent.AgentSummarizeAction
openhands.action.base.NotExecutableAction <|-- openhands.action.agent.AgentThinkAction
openhands.action.base.Action <|-- openhands.action.base.ExecutableAction
openhands.action.base.Action <|-- openhands.action.base.NotExecutableAction
openhands.action.base.NotExecutableAction <|-- openhands.action.base.NullAction
openhands.action.base.ExecutableAction <|-- openhands.action.bash.CmdRunAction
openhands.action.base.ExecutableAction <|-- openhands.action.browse.BrowseURLAction
openhands.observation.Observation <|-- openhands.observation.BrowserOutputObservation
openhands.action.base.ExecutableAction <|-- openhands.action.fileop.FileReadAction
openhands.observation.Observation <|-- openhands.observation.FileReadObservation
openhands.action.base.ExecutableAction <|-- openhands.action.fileop.FileWriteAction
openhands.observation.Observation <|-- openhands.observation.FileWriteObservation
openhands.action.base.NotExecutableAction <|-- openhands.action.tasks.AddTaskAction
openhands.action.base.NotExecutableAction <|-- openhands.action.tasks.ModifyTaskAction
openhands.agent.Agent *-- openhands.agent.Agent
openhands.agent.Agent *-- openhands.llm.llm.LLM
openhands.controller.agent_controller.AgentController *-- openhands.agent.Agent
openhands.observation.Observation <|-- openhands.observation.AgentErrorObservation
openhands.observation.Observation <|-- openhands.observation.NullObservation
openhands.plan.Plan *-- openhands.plan.Task
openhands.state.State *-- openhands.plan.Plan
openhands.state.State *-- openhands.observation.CmdOutputObservation
openhands.state.State *-- openhands.action.base.Action
openhands.state.State *-- openhands.observation.Observation
openhands.observation.Observation <|-- openhands.observation.CmdOutputObservation
openhands.observation.Observation <|-- openhands.observation.UserMessageObservation
openhands.plan.Task *-- openhands.plan.Task
openhands.server.session.Session *-- openhands.controller.agent_controller.AgentController
openhands.server.session.Session *-- openhands.agent.Agent
openhands.controller.agent_controller.AgentController -> openhands.state.State
openhands.controller.agent_controller.AgentController -> openhands.plan.Plan
openhands.controller.agent_controller.AgentController -> openhands.controller.command_manager.CommandManager
openhands.controller.command_manager.CommandManager -> openhands.sandbox.sandbox.DockerInteractive
footer Based on f3fda42; Generated by //py2puml//
@enduml

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@startuml "System Architecture"
node frontend as frontend{
component App
package components{
component Terminal
component ChatInterface
component BannerSettings
}
package services{
component chatService
component settingsService
chatService -[hidden]u-> settingsService
}
package socket
App -> Terminal
App -> ChatInterface
App -> BannerSettings
ChatInterface -> chatService
BannerSettings -> settingsService
Terminal -> socket
chatService -d-> socket
settingsService -d-> socket
services -[hidden]d-> socket
Terminal -[hidden]u-> ChatInterface
ChatInterface -[hidden]u-> BannerSettings
interface "HTTP (:3001)" as HTTP
HTTP - App
}
node backend{
package server as serverpackage{
component Server
'defined in server/server.py, port is defined at startup with uvicorn
interface "Client WS\n(:3000/ws)" as client_socket
client_socket - Server
}
node AgentController{
}
Server -d-> AgentController
}
socket -d-> client_socket: connects to \n VITE_TERMINAL_WS_URL
@enduml

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---
title: "Success Stories"
description: "Real-world examples of what you can achieve with OpenHands"
---
Discover how developers and teams are using OpenHands to automate their software development workflows. From quick fixes to complex projects, see what's possible with AI-powered development assistance.
Check out the [#success-stories](https://www.linen.dev/s/openhands/c/success-stories) channel on our Slack for more!
<Update label="2025-06-13 OpenHands helps frontline support" description="@Joe Pelletier">
## One of the cool things about OpenHands, and especially the Slack Integration, is the ability to empower folks who are on the ‘front lines’ with customers.
For example, often times Support and Customer Success teams will field bug reports, doc questions, and other ‘nits’ from customers. They tend to have few options to deal with this, other than file a feedback ticket with product teams and hope it gets prioritized in an upcoming sprint.
Instead, with tools like OpenHands and the Slack integration, they can request OpenHands to make fixes proactively and then have someone on the engineering team (like a lead engineer, a merge engineer, or even technical product manager) review the PR and approve it — thus reducing the cycle time for ‘quick wins’ from weeks to just a few hours.
Here's how we do that with the OpenHands project:
<iframe
width="560"
height="560"
src="https://www.linen.dev/s/openhands/t/29118545/seems-mcp-config-from-config-toml-is-being-overwritten-hence#629f8e2b-cde8-427e-920c-390557a06cc9"
frameborder="0"
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
allowfullscreen
></iframe>
[Original Slack thread](https://www.linen.dev/s/openhands/t/29124350/one-of-the-cool-things-about-openhands-and-especially-the-sl#25029f37-7b0d-4535-9187-83b3e06a4011)
</Update>
<Update label="2025-06-13 Ask OpenHands to show me some love" description="@Graham Neubig">
## Asked openhands to “show me some love” and...
Asked openhands to “show me some love” and it coded up this app for me, actually kinda genuinely feel loved
<video
controls
autoplay
className="w-full aspect-video"
src="/success-stories/stories/2025-06-13-show-love/v1.mp4"
></video>
[Original Slack thread](https://www.linen.dev/s/openhands/t/29100731/asked-openhands-to-show-me-some-love-and-it-coded-up-this-ap#1e08af6b-b7d5-4167-8a53-17e6806555e0)
</Update>
<Update label="2025-06-11 OpenHands does 100% of my infra IAM research for me" description="@Xingyao Wang">
## Now, OpenHands does 100% of my infra IAM research for me
Got an IAM error on GCP? Send a screenshot to OH... and it just works!!!
Can't imagine going back to the early days without OH: I'd spend an entire afternoon figuring how to get IAM right
[Original Slack thread](https://www.linen.dev/s/openhands/t/29100732/now-openhands-does-100-of-my-infra-iam-research-for-me-sweat#20482a73-4e2e-4edd-b6d1-c9e8442fccd1)
![](/success-stories/stories/2025-06-11-infra-iam/s1.png)
![](/success-stories/stories/2025-06-11-infra-iam/s2.png)
</Update>
<Update label="2025-06-08 OpenHands builds an interactive map for me" description="@Rodrigo Argenton Freire (ODLab)">
## Very simple example, but baby steps....
I am a professor of architecture and urban design. We built, me and some students, an interactive map prototype to help visitors and new students to find important places in the campus. Considering that we lack a lot of knowledge in programming, that was really nice to build and a smooth process.
We first created the main components with all-hands and then adjusted some details locally. Definitely, saved us a lot of time and money.
That's a prototype but we will have all the info by tuesday.
https://buriti-emau.github.io/Mapa-UFU/
[Original Slack thread](https://www.linen.dev/s/openhands/t/29100736/very-simple-example-but-baby-steps-i-am-a-professor-of-archi#8f2e3f3f-44e6-44ea-b9a8-d53487470179)
![](/success-stories/stories/2025-06-08-map/s1.png)
</Update>
<Update label="2025-06-06 Web Search Saves the Day" description="@Ian Walker">
## Tavily adapter helps solve persistent debugging issue
Big congratulations to the new [Tavily adapter](https://www.all-hands.dev/blog/building-a-provably-versatile-agent)... OpenHands and I have been beavering away at a Lightstreamer client library for most of this week but were getting a persistent (and unhelpful) "unexpected error" from the server.
Coming back to the problem today, after trying several unsuccessful fixes prompted by me, OH decided all by itself to search the web, and found the cause of the problem (of course it was simply CRLF line endings...). I was on the verge of giving up - good thing OH has more stamina than me!
This demonstrates how OpenHands' web search capabilities can help solve debugging issues that would otherwise require extensive manual research.
<iframe
width="560"
height="560"
src="https://www.linen.dev/s/openhands/t/29100737/big-congratulations-to-the-new-tavily-adapter-openhands-and-#87b027e5-188b-425e-8aa9-719dcb4929f4"
title="YouTube video player"
frameborder="0"
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
allowfullscreen
></iframe>
[Original Slack thread](https://www.linen.dev/s/openhands/t/29100737/big-congratulations-to-the-new-tavily-adapter-openhands-and-#76f1fb26-6ef7-4709-b9ea-fb99105e47e4)
</Update>
<Update label="2025-06-05 OpenHands updates my personal website for a new paper" description="@Xingyao Wang">
## I asked OpenHands to update my personal website for the "OpenHands Versa" paper.
It is an extremely trivial task: You just need to browse to arxiv, copy the author names, format them for BibTeX, and then modify the papers.bib file. But now I'm getting way too lazy to even open my IDE and actually do this one-file change!
[Original Tweet/X thread](https://x.com/xingyaow_/status/1930796287919542410)
[Original Slack thread](https://www.linen.dev/s/openhands/t/29100738/i-asked-openhands-to-update-my-personal-website-for-the-open#f0324022-b12b-4d34-b12b-bdbc43823f69)
</Update>
<Update label="2025-06-02 OpenHands makes an animated gif of swe-bench verified scores over time" description="@Graham Neubig">
## I asked OpenHands to make an animated gif of swe-bench verified scores over time.
It took a bit of prompting but ended up looking pretty nice I think
<video width="560" height="315" autoPlay loop muted src="/success-stories/stories/2025-06-02-swebench-score/s1.mp4"></video>
[Original Slack thread](https://www.linen.dev/s/openhands/t/29100744/i-asked-openhands-to-make-an-animated-gif-of-swe-bench-verif#fb3b82c9-6222-4311-b97b-b2ac1cfe6dff)
</Update>
<Update label="2025-05-30 AWS Troubleshooting" description="@Graham Neubig">
## Quick AWS security group fix
I really don't like trying to fix issues with AWS, especially security groups and other finicky things like this. But I started up an instance and wasn't able to ssh in. So I asked OpenHands:
> Currently, the following ssh command is timing out:
>
> $ ssh -i gneubig.pem ubuntu@XXX.us-east-2.compute.amazonaws.com
> ssh: connect to host XXX.us-east-2.compute.amazonaws.com port 22: Operation timed out
>
> Use the provided AWS credentials to take a look at i-XXX and examine why
And 2 minutes later I was able to SSH in!
This shows how OpenHands can quickly diagnose and fix AWS infrastructure issues that would normally require manual investigation.
[Original Slack thread](https://www.linen.dev/s/openhands/t/29100747/i-really-don-t-like-trying-to-fix-issues-with-aws-especially#d92a66d2-3bc1-4467-9d09-dc983004d083)
</Update>
<Update label="2025-05-04 Chrome Extension Development" description="@Xingyao Wang">
## OpenHands builds Chrome extension for GitHub integration
I asked OpenHands to write a Chrome extension based on our [OpenHands Cloud API](https://docs.all-hands.dev/modules/usage/cloud/cloud-api). Once installed, you can now easily launch an OpenHands cloud session from your GitHub webpage/PR!
This demonstrates OpenHands' ability to create browser extensions and integrate with external APIs, enabling seamless workflows between GitHub and OpenHands Cloud.
![Chrome extension](/success-stories/stories/2025-05-04-chrome-extension/s1.png)
![Chrome extension](/success-stories/stories/2025-05-04-chrome-extension/s2.png)
[GitHub Repository](https://github.com/xingyaoww/openhands-chrome-extension)
[Original Slack thread](https://www.linen.dev/s/openhands/t/29100755/i-asked-openhands-to-write-a-chrome-extension-based-on-our-h#88f14b7f-f8ff-40a6-83c2-bd64e95924c5)
</Update>
<Update label="2025-04-11 Visual UI Testing" description="@Xingyao Wang">
## OpenHands tests UI automatically with visual browsing
Thanks to visual browsing -- OpenHands can actually test some simple UI by serving the website, clicking the button in the browser and looking at screenshots now!
Prompt is just:
```
I want to create a Hello World app in Javascript that:
* Displays Hello World in the middle.
* Has a button that when clicked, changes the greeting with a bouncing animation to fun versions of Hello.
* Has a counter for how many times the button has been clicked.
* Has another button that changes the app's background color.
```
Eager-to-work Sonnet 3.7 will test stuff for you without you asking!
This showcases OpenHands' visual browsing capabilities, enabling it to create, serve, and automatically test web applications through actual browser interactions and screenshot analysis.
![Visual UI testing](/success-stories/stories/2025-04-11-visual-ui/s1.png)
[Original Slack thread](https://www.linen.dev/s/openhands/t/29100764/thanks-to-u07k0p3bdb9-s-visual-browsing-openhands-can-actual#21beb9bc-1a04-4272-87e9-4d3e3b9925e7)
</Update>
<Update label="2025-03-07 Proactive Error Handling" description="@Graham Neubig">
## OpenHands fixes crashes before you notice them
Interesting story, I asked OpenHands to start an app on port 12000, it showed up on the app pane. I started using the app, and then it crashed... But because it crashed in OpenHands, OpenHands immediately saw the error message and started fixing the problem without me having to do anything. It was already fixing the problem before I even realized what was going wrong.
This demonstrates OpenHands' proactive monitoring capabilities - it doesn't just execute commands, but actively watches for errors and begins remediation automatically, often faster than human reaction time.
</Update>
<Update label="2024-12-03 Creative Design Acceleration" description="@Rohit Malhotra">
## Pair programming for interactive design projects
Used OpenHands as a pair programmer to do heavy lifting for a creative/interactive design project in p5js.
I usually take around 2 days for high fidelity interactions (planning strategy + writing code + circling back with designer), did this in around 5hrs instead with the designer watching curiously the entire time.
This showcases how OpenHands can accelerate creative and interactive design workflows, reducing development time by 75% while maintaining high quality output.
[Original Tweet](https://x.com/rohit_malh5/status/1863995531657425225)
</Update>

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---
title: About OpenHands
---
## Research Strategy
Achieving full replication of production-grade applications with LLMs is a complex endeavor. Our strategy involves:
- **Core Technical Research:** Focusing on foundational research to understand and improve the technical aspects of code generation and handling.
- **Task Planning:** Developing capabilities for bug detection, codebase management, and optimization.
- **Evaluation:** Establishing comprehensive evaluation metrics to better understand and improve our agents.
## Default Agent
Our default Agent is currently the [CodeActAgent](./agents), which is capable of generating code and handling files.
## Built With
OpenHands is built using a combination of powerful frameworks and libraries, providing a robust foundation for its
development. Here are the key technologies used in the project:
![FastAPI](https://img.shields.io/badge/FastAPI-black?style=for-the-badge) ![uvicorn](https://img.shields.io/badge/uvicorn-black?style=for-the-badge) ![LiteLLM](https://img.shields.io/badge/LiteLLM-black?style=for-the-badge) ![Docker](https://img.shields.io/badge/Docker-black?style=for-the-badge) ![Ruff](https://img.shields.io/badge/Ruff-black?style=for-the-badge) ![MyPy](https://img.shields.io/badge/MyPy-black?style=for-the-badge) ![LlamaIndex](https://img.shields.io/badge/LlamaIndex-black?style=for-the-badge) ![React](https://img.shields.io/badge/React-black?style=for-the-badge)
Please note that the selection of these technologies is in progress, and additional technologies may be added or
existing ones may be removed as the project evolves. We strive to adopt the most suitable and efficient tools to
enhance the capabilities of OpenHands.
## License
Distributed under MIT [License](https://github.com/All-Hands-AI/OpenHands/blob/main/LICENSE).

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---
title: Main Agent and Capabilities
---
## CodeActAgent
### Description
This agent implements the CodeAct idea ([paper](https://arxiv.org/abs/2402.01030), [tweet](https://twitter.com/xingyaow_/status/1754556835703751087)) that consolidates LLM agents’ **act**ions into a
unified **code** action space for both _simplicity_ and _performance_.
The conceptual idea is illustrated below. At each turn, the agent can:
1. **Converse**: Communicate with humans in natural language to ask for clarification, confirmation, etc.
2. **CodeAct**: Choose to perform the task by executing code
- Execute any valid Linux `bash` command
- Execute any valid `Python` code with [an interactive Python interpreter](https://ipython.org/). This is simulated through `bash` command, see plugin system below for more details.
![image](https://github.com/All-Hands-AI/OpenHands/assets/38853559/92b622e3-72ad-4a61-8f41-8c040b6d5fb3)
### Demo
https://github.com/All-Hands-AI/OpenHands/assets/38853559/f592a192-e86c-4f48-ad31-d69282d5f6ac
_Example of CodeActAgent with `gpt-4-turbo-2024-04-09` performing a data science task (linear regression)_.

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---
title: Backend Architecture
---
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
```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
```
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
```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
```
<details>
<summary>Updating this Diagram</summary>
<div>
We maintain architecture diagrams inline with Mermaid in this MDX.
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.
</div>
</details>

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---
title: Runtime Architecture
---
The OpenHands Docker Runtime is the core component that enables secure and flexible execution of AI agent's action.
It creates a sandboxed environment using Docker, where arbitrary code can be run safely without risking the host system.
## Why do we need a sandboxed runtime?
OpenHands needs to execute arbitrary code in a secure, isolated environment for several reasons:
1. Security: Executing untrusted code can pose significant risks to the host system. A sandboxed environment prevents malicious code from accessing or modifying the host system's resources
2. Consistency: A sandboxed environment ensures that code execution is consistent across different machines and setups, eliminating "it works on my machine" issues
3. Resource Control: Sandboxing allows for better control over resource allocation and usage, preventing runaway processes from affecting the host system
4. Isolation: Different projects or users can work in isolated environments without interfering with each other or the host system
5. Reproducibility: Sandboxed environments make it easier to reproduce bugs and issues, as the execution environment is consistent and controllable
## How does the Runtime work?
The OpenHands Runtime system uses a client-server architecture implemented with Docker containers. Here's an overview of how it works:
```mermaid
graph TD
A[User-provided Custom Docker Image] --> B[OpenHands Backend]
B -->|Builds| C[OH Runtime Image]
C -->|Launches| D[Action Executor]
D -->|Initializes| E[Browser]
D -->|Initializes| F[Bash Shell]
D -->|Initializes| G[Plugins]
G -->|Initializes| L[Jupyter Server]
B -->|Spawn| H[Agent]
B -->|Spawn| I[EventStream]
I <--->|Execute Action to
Get Observation
via REST API
| D
H -->|Generate Action| I
I -->|Obtain Observation| H
subgraph "Docker Container"
D
E
F
G
L
end
```
1. User Input: The user provides a custom base Docker image
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
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
The role of the client:
- It acts as an intermediary between the OpenHands backend and the sandboxed environment
- It executes various types of actions (shell commands, file operations, Python code, etc.) safely within the container
- It manages the state of the sandboxed environment, including the current working directory and loaded plugins
- It formats and returns observations to the backend, ensuring a consistent interface for processing results
## How OpenHands builds and maintains OH Runtime images
OpenHands' approach to building and managing runtime images ensures efficiency, consistency, and flexibility in creating and maintaining Docker images for both production and development environments.
Check out the [relevant code](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/runtime/utils/runtime_build.py) if you are interested in more details.
### Image Tagging System
OpenHands uses a three-tag system for its runtime images to balance reproducibility with flexibility.
The tags are:
- **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`)
- **Source Tag**: `oh_v{openhands_version}_{16_digit_lock_hash}_{16_digit_source_hash}`
(e.g.: `oh_v0.9.9_1234567890abcdef_1234567890abcdef`)
#### Source Tag - Most Specific
This is the first 16 digits of the MD5 of the directory hash for the source directory. This gives a hash
for only the openhands source
#### Lock Tag
This hash is built from the first 16 digits of the MD5 of:
- The name of the base image upon which the image was built (e.g.: `nikolaik/python-nodejs:python3.12-nodejs22`)
- The content of the `pyproject.toml` included in the image.
- The content of the `poetry.lock` included in the image.
This effectively gives a hash for the dependencies of Openhands independent of the source code.
#### Versioned Tag - Most Generic
This tag is a concatenation of openhands version and the base image name (transformed to fit in tag standard).
#### Build Process
When generating an image...
- **No re-build**: OpenHands first checks whether an image with the same **most specific source tag** exists. If there is such an image,
no build is performed - the existing image is used.
- **Fastest re-build**: OpenHands next checks whether an image with the **generic lock tag** exists. If there is such an image,
OpenHands builds a new image based upon it, bypassing all installation steps (like `poetry install` and
`apt-get`) except a final operation to copy the current source code. The new image is tagged with a
**source** tag only.
- **Ok-ish re-build**: If neither a **source** nor **lock** tag exists, an image will be built based upon the **versioned** tag image.
In versioned tag image, most dependencies should already been installed hence saving time.
- **Slowest re-build**: If all of the three tags don't exists, a brand new image is built based upon the base
image (Which is a slower operation). This new image is tagged with all the **source**, **lock**, and **versioned** tags.
This tagging approach allows OpenHands to efficiently manage both development and production environments.
1. Identical source code and Dockerfile always produce the same image (via hash-based tags)
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.
## Ports and URLs
- 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/*
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`
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

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---
title: Bitbucket Integration
description: This guide walks you through the process of installing OpenHands Cloud for your Bitbucket repositories. Once
set up, it will allow OpenHands to work with your Bitbucket repository.
---
## Prerequisites
- Signed in to [OpenHands Cloud](https://app.all-hands.dev) with [a Bitbucket account](/usage/cloud/openhands-cloud).
## 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
```
## Adding Bitbucket Repository Access
Upon signing into OpenHands Cloud with a Bitbucket account, OpenHands will have access to your repositories.
## Working With Bitbucket Repos in Openhands Cloud
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-no-github.png)
## Next Steps
- [Learn about the Cloud UI](/usage/cloud/cloud-ui).
- [Use the Cloud API](/usage/cloud/cloud-api) to programmatically interact with OpenHands.

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---
title: Cloud API
description: OpenHands Cloud provides a REST API that allows you to programmatically interact with OpenHands.
This guide explains how to obtain an API key and use the API to start conversations and retrieve their status.
---
For the available API endpoints, refer to the
[OpenHands API Reference](https://docs.all-hands.dev/api-reference).
## Obtaining an API Key
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 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
### Starting a New Conversation
To start a new conversation with OpenHands to perform a task, you'll need to make a POST request to the conversation endpoint.
#### Request Parameters
| Parameter | Type | Required | Description |
|--------------------|----------|----------|------------------------------------------------------------------------------------------------------|
| `initial_user_msg` | string | Yes | The initial message to start the conversation. |
| `repository` | string | No | Git repository name to provide context in the format `owner/repo`. You must have access to the repo. |
#### Examples
<Accordion title="cURL">
```bash
curl -X POST "https://app.all-hands.dev/api/conversations" \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"initial_user_msg": "Check whether there is any incorrect information in the README.md file and send a PR to fix it if so.",
"repository": "yourusername/your-repo"
}'
```
</Accordion>
<Accordion title="Python (with requests)">
```python
import requests
api_key = "YOUR_API_KEY"
url = "https://app.all-hands.dev/api/conversations"
headers = {
"Authorization": f"Bearer {api_key}",
"Content-Type": "application/json"
}
data = {
"initial_user_msg": "Check whether there is any incorrect information in the README.md file and send a PR to fix it if so.",
"repository": "yourusername/your-repo"
}
response = requests.post(url, headers=headers, json=data)
conversation = response.json()
print(f"Conversation Link: https://app.all-hands.dev/conversations/{conversation['conversation_id']}")
print(f"Status: {conversation['status']}")
```
</Accordion>
<Accordion title="TypeScript/JavaScript (with fetch)">
```typescript
const apiKey = "YOUR_API_KEY";
const url = "https://app.all-hands.dev/api/conversations";
const headers = {
"Authorization": `Bearer ${apiKey}`,
"Content-Type": "application/json"
};
const data = {
initial_user_msg: "Check whether there is any incorrect information in the README.md file and send a PR to fix it if so.",
repository: "yourusername/your-repo"
};
async function startConversation() {
try {
const response = await fetch(url, {
method: "POST",
headers: headers,
body: JSON.stringify(data)
});
const conversation = await response.json();
console.log(`Conversation Link: https://app.all-hands.dev/conversations/${conversation.id}`);
console.log(`Status: ${conversation.status}`);
return conversation;
} catch (error) {
console.error("Error starting conversation:", error);
}
}
startConversation();
```
</Accordion>
#### Response
The API will return a JSON object with details about the created conversation:
```json
{
"status": "ok",
"conversation_id": "abc1234",
}
```
You may receive an `AuthenticationError` if:
- You provided an invalid API key.
- You provided the wrong repository name.
- You don't have access to the repository.
### Retrieving Conversation Status
You can check the status of a conversation by making a GET request to the conversation endpoint.
#### Endpoint
```
GET https://app.all-hands.dev/api/conversations/{conversation_id}
```
#### Example
<Accordion title="cURL">
```bash
curl -X GET "https://app.all-hands.dev/api/conversations/{conversation_id}" \
-H "Authorization: Bearer YOUR_API_KEY"
```
</Accordion>
#### Response
The response is formatted as follows:
```json
{
"conversation_id":"abc1234",
"title":"Update README.md",
"created_at":"2025-04-29T15:13:51.370706Z",
"last_updated_at":"2025-04-29T15:13:57.199210Z",
"status":"RUNNING",
"selected_repository":"yourusername/your-repo",
"trigger":"gui"
}
```
## Rate Limits
If you have too many conversations running at once, older conversations will be paused to limit the number of concurrent conversations.
If you're running into issues and need a higher limit for your use case, please contact us at [contact@all-hands.dev](mailto:contact@all-hands.dev).

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---
title: Cloud UI
description: The Cloud UI provides a web interface for interacting with OpenHands. This page provides references on
how to use the OpenHands Cloud UI.
---
## Landing Page
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.
- See `Suggested Tasks` for repositories that OpenHands has access to.
- Launch an empty conversation using `Launch from Scratch`.
## Settings
The Settings page allows you to:
- [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
For an overview of the key features available inside a conversation, please refer to the [Key Features](/usage/key-features)
section of the documentation.
## Next Steps
- [Install GitHub Integration](/usage/cloud/github-installation) to use OpenHands with your GitHub repositories.
- [Install GitLab Integration](/usage/cloud/gitlab-installation) to use OpenHands with your GitLab repositories.
- [Use the Cloud API](/usage/cloud/cloud-api) to programmatically interact with OpenHands.

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---
title: GitHub Integration
description: This guide walks you through the process of installing OpenHands Cloud for your GitHub repositories. Once
set up, it will allow OpenHands to work with your GitHub repository through the Cloud UI or straight from GitHub!
---
## Prerequisites
- Signed in to [OpenHands Cloud](https://app.all-hands.dev) with [a GitHub account](/usage/cloud/openhands-cloud).
## Adding GitHub Repository Access
You can grant OpenHands access to specific GitHub repositories:
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:
- Actions: Read and write
- Commit statuses: Read and write
- Contents: Read and write
- Issues: Read and write
- Metadata: Read-only
- Pull requests: Read and write
- Webhooks: Read and write
- Workflows: Read and write
- Repository access for a user is granted based on:
- Permission granted for the repository
- User's GitHub permissions (owner/collaborator)
</Accordion>
3. Click `Install & Authorize`.
## Modifying Repository Access
You can modify GitHub repository access at any time by:
- 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 `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
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:
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.
3. Comment on the issue with a summary of the performed tasks and a link to the PR.
### Working with Pull Requests
To get OpenHands to work on pull requests, mention `@openhands` in the comments to:
- Ask questions
- Request updates
- Get code explanations
**Important 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.
## Next Steps
- [Learn about the Cloud UI](/usage/cloud/cloud-ui).
- [Use the Cloud API](/usage/cloud/cloud-api) to programmatically interact with OpenHands.

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