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distributed-rag

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BenevolentJoker-JohnL / FlockParser

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Distributed document RAG system with intelligent GPU/CPU orchestration. Auto-discovers heterogeneous nodes, routes workloads adaptively, and achieves 60x+ speedups through VRAM-aware load balancing. Privacy-first architecture with 4 interfaces (CLI, API, MCP, Web UI). Real distributed systems engineering, not just an API wrapper.

python api cli mcp web-ui auto-discovery semantic-search document-processing load-balancing privacy-first rag heterogeneous-computing vector-database llm chromadb ollama gpu-orchestration distributed-rag vram-aware workload-orchestration
  • Updated Oct 11, 2025
  • Python

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