Meulex is an archived blueprint for a compliance-aware, Slack-native agentic RAG copilot. It is here as a reference kit, not as a promise that production will be a quiet afternoon.
Run cp .env.example .env && docker compose up -d && uvicorn meulex.api.app:app --reload to bring up the local stack.
For code-first work, install the project dependencies, start the API, then ingest content before expecting wisdom.
The flow is straightforward: ingest documents, retrieve with hybrid search, generate grounded answers, and ship telemetry the whole way through. FastAPI, LangGraph, Qdrant, Redis, Slack hooks, and observability are already wired as a working blueprint.
- Strong reference architecture for privacy-aware RAG with Slack delivery.
- Hybrid retrieval, observability, and security hooks already sketched in.
- Useful when you want a serious starting point without pretending the hard parts have vanished.
Built by Alex Chernysh — alex@hireex.ai