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Swarm Query

Run with Docker

Use the Docker Compose v2 plugin on this machine:

docker compose up --build

If you see a ModuleNotFoundError: No module named 'distutils' error, you are running the legacy docker-compose v1 Python launcher. This repository expects the newer docker compose command instead.

Services

  • api: FastAPI app on port 8000
  • worker: RQ worker for ingestion and chat queues
  • redis: job queue backend
  • qdrant: vector store backend

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a high-performance Asynchoronous RAG engine using distributed workers to scale document intelligence.

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