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v1.0.0 — Agentic RAG reference system

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@uehlingeric uehlingeric released this 12 Jul 04:45
  • Multi-agent pipeline (planner, retriever, synthesizer, verifier) over hybrid retrieval: SQLite FTS5 BM25 + FAISS dense + reciprocal-rank fusion with optional LLM rerank
  • Provider-agnostic adapters (Anthropic, Google, Ollama, Bedrock, Vertex) behind one protocol; published LLM-as-judge benchmarks with calibration data in evals/
  • Input/output guardrails with a red-team attack suite; OpenTelemetry tracing into Jaeger; FastAPI service + CLI, Docker Compose demo
  • Full build narrative shipped in-repo: weekly plans, 9 ADRs, review artifacts, benchmark methodology
  • Stable SemVer from this release; contribution scaffolding removed (reference showcase)