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NotebookLLM can be inaccurate — always verify important claims.

Studio

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RAG Pipeline

1Parse PDF / DOCX / CSV / TXT / MD

2Smart paragraph chunking (800 chars, 150 overlap)

3Gemini gemini-embedding-2 (3072-dim)

4Persist to disk — survives restarts

5Cosine similarity retrieval (top-K)

6Groq LLaMA 3.3 70B — streamed answer