# knowpro

**Experimental prototype**: Working toward a shared understanding of the MVP for structured RAG.

**Sample code** and early ideas that explore how to:

- Use TypeChat to extract **_structured knowledge_** from conversations, transcripts and documents.
- Implement a **Structured RAG**. The exploration includes ideas on how to:
  - Index the extracted knowledge and source text for retrieval.
  - Use TypeChat to generate **structured queries** for structured knowledge.\*\*
  - Use structured objects to **_answer_** questions.
  - Use structured indices to improve precision.

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