KI-Konzil/backend/requirements.txt
Claude 797f02c74d
Implement Phase 1: LangGraph backend MVP
Sets up the full backend foundation for CouncilOS:

- CouncilState TypedDict with all required fields and LangGraph reducers
- Three agent nodes: master_agent (drafts), critic_agent (scores + routes),
  writer_agent (final polish)
- LangGraph graph with cyclic rework loop: Master → Critic → (score < 8:
  back to Master | score ≥ 8: Writer → END)
- Safety valve: MAX_ITERATIONS=5 prevents infinite loops
- FastAPI app with REST endpoints (POST /api/councils/run, GET /api/councils/run/{id})
  and WebSocket endpoint (/ws/council/{run_id}) for real-time agent status events
- In-memory RunStore for Phase 1 (PostgreSQL-backed in Phase 3)
- pytest test suite: state, routing logic, critic parser, agent nodes, API endpoints
- .env.example, .gitignore, docker-compose.yml, Dockerfile

https://claude.ai/code/session_01RfMpt3TbMjZEtK3CAyP5iQ
2026-02-20 16:33:39 +00:00

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# Core AI orchestration
langgraph>=0.2.0
langchain>=0.2.0
langchain-anthropic>=0.1.0
langchain-openai>=0.1.0
# Backend API
fastapi>=0.111.0
uvicorn[standard]>=0.30.0
websockets>=12.0
python-multipart>=0.0.9
# Database
asyncpg>=0.29.0
sqlalchemy[asyncio]>=2.0.0
alembic>=1.13.0
# Vector DB (PDF tool)
chromadb>=0.5.0
pypdf>=4.0.0
# Search tool
tavily-python>=0.3.0
# Utilities
python-dotenv>=1.0.0
pydantic>=2.0.0
pydantic-settings>=2.0.0
# Linting and formatting
ruff>=0.4.0
black>=24.0.0
# Testing
pytest>=8.0.0
pytest-asyncio>=0.23.0
pytest-mock>=3.14.0
httpx>=0.27.0