Research rag integration in conversational ai

[ZejunCao]

Adds a report detailing industry best practices for RAG integration in multi-turn dialogue systems, covering context placement and retention.

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[cursor]

Cursor Agent can help with this pull request. Just @cursor in comments and I'll start working on changes in this branch.
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