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cross-encoder

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Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs entirely offline, and returns structured results with file paths, line ranges, and symbol metadata. Built in Rust.

  • Updated May 13, 2026
  • Rust

🚀 Production-ready modular RAG monorepo: Local LLM inference (vLLM) • Hybrid retrieval with Qdrant • Semantic caching • Docling document parsing • Cross-encoder reranking • DeepEval evaluation • Full observability with Langfuse • Open WebUI chat interface • OpenAI-compatible API • Fully Dockerized

  • Updated Jan 28, 2026
  • Python

Docker image to run a self-hosted text embeddings and reranking server powered by Hugging Face TEI, with an OpenAI-compatible API. Supports BGE, Nomic, MiniLM and other models. Features optional reranking via cross-encoder models, API key auth, model management, offline/air-gapped mode, and persistent model cache.

  • Updated Jun 6, 2026
  • Shell

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