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Punch.io

Turns a team's Discord conversations into a searchable project record. Syncs messages incrementally, builds a local FAISS semantic index, and uses Groq-powered RAG to answer questions with source messages attached. Self-hosted React + FastAPI frontend with a SQLite message store.

PythonFastAPILangChainFAISSSQLiteGroqDiscord APIDocker