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support-agent

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Hybrid-search RAG agent that answers questions from a business's own docs (PDF/DOCX/CSV/TXT) with source citations. BM25 + vector search + reranking, eval-scored (100% recall@3), domain-agnostic. Built with FastAPI, ChromaDB, and a swappable embedding layer.

  • Updated Aug 19, 2026
  • Python

Production-grade hybrid RAG pipeline that classifies, routes, and responds to support tickets using BM25 retrieval + Claude LLM synthesis with deterministic triage, confidence-gated query expansion, and self-evaluating response quality gates.

  • Updated May 29, 2026
  • Python

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