Show HN: Triage.flow – Chat with Any GitHub Repo Using Faiss and LlamaIndex https://ift.tt/7Z6TsXf

Show HN: Triage.flow – Chat with Any GitHub Repo Using Faiss and LlamaIndex A few weeks ago I got rejected from a role and the feedback was that I needed a deeper understanding of FAISS and LlamaIndex. So I built triage.flow — an AI assistant that lets you explore and understand GitHub repositories through a chat interface. It clones a repo, indexes it using FAISS + BM25 + tree-sitter parsing, and powers a full UI where you can: - Ask natural-language questions like “how does auth work?” or “explain @src/components/Modal.tsx” - Mention specific files/folders with @filename.ts (autocomplete supported) - See how the agent thinks in real time (Thought → Action → Observation) - View retrieved code side-by-side with the chat It uses a hybrid RAG system, ReAct-style agent reasoning, and streaming responses — built with FastAPI, LlamaIndex, and React. GitHub: https://ift.tt/EeLxcYS Would love feedback or thoughts from anyone building similar tools. (Also exploring new opportunities — open to roles around LLM infra, RAG, or applied ML.) https://ift.tt/EeLxcYS June 5, 2025 at 01:48AM