https://github.com/chernistry/meulex
'MEU-lex' | Slack‑native agentic RAG copilot boilerplate
https://github.com/chernistry/meulex
boilerplate copilot copilot-enabled integration llm retrieval-augmented-generation slack
Last synced: 10 days ago
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'MEU-lex' | Slack‑native agentic RAG copilot boilerplate
- Host: GitHub
- URL: https://github.com/chernistry/meulex
- Owner: chernistry
- License: other
- Created: 2025-08-08T11:04:40.000Z (9 months ago)
- Default Branch: master
- Last Pushed: 2025-08-31T18:48:32.000Z (8 months ago)
- Last Synced: 2025-10-08T23:39:11.159Z (7 months ago)
- Topics: boilerplate, copilot, copilot-enabled, integration, llm, retrieval-augmented-generation, slack
- Language: Python
- Homepage:
- Size: 777 KB
- Stars: 16
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Meulex
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.
## Quick Start
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.
## How It Works
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.
## Perks
- 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