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QueryLake Backend is a production-oriented backend for self-hosted AI and RAG systems, offering OpenAI-compatible endpoints and a function-style platform API for authentication, collections, ingestion, toolchains, and search. It features a hybrid retrieval stack (BM25 + dense + sparse lanes) and Ray Serve orchestration with GPU/VRAM-aware scheduling, designed for research-friendly rapid iteration and developer-friendly stable APIs.
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