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This is based off of https://github.com/nicknochnack/Langchain-Crash-Course/blob/main/app.py https://www.youtube.com/watch?v=MlK6SIjcjE8
Local-first RAG over YouTube transcripts. LangChain, SQLite, sqlite-vec; aligns with local-first and credential-vault patterns.
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