yashprogrammer

yashprogrammer

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LLMOps_series: MultiDocChat: The Session-Scoped RAG Template That Treats Ingestion, Retrieval, and Evaluation as One System
Advanced RAG
LLMOps_series: MultiDocChat: The Session-Scoped RAG Template That Treats Ingestion, Retrieval, and Evaluation as One System
A close look at how `yashprogrammer/LLMOps_series` turns multi-document chat into a portable, testable FastAPI stack with per-session FAISS indexes, LCEL retrieval, and LangSmith evaluations.
8 min read · May 31, 2026