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A lightweight knowledge system for small‑and‑medium teams tailored to AI Agents. It compiles Feishu Docs, local Markdown, code structures and curated business data into structured, traceable knowledge, guiding Agents to retrieve high‑quality content via pattern‑driven reasoning and exploration.
Agentic RAG knowledge search assistant for Kore.ai docs and SDK references using FastAPI, React, LangGraph, and ChromaDB, with source-grounded answers, reasoning traces, and confidence-aware retrieval.