User
↓
Frontend
↓
FastAPI
↙︎ ↘︎
(uploads/query) ↘︎
[OCR/Embed/Chunk] ↘︎
↓ ↘︎
Milvus (embeddings) Neo4j (graph)
↑ ↑
[Retrieve context] ↑
↓ ↑
FastAPI aggregates context (incl. user profile from Postgres)
↓
Gemini API (LLM) ← [Prompt with context]
↓
FastAPI ← [LLM answer + citations]
↓
Frontend (show answer)
↓
Postgres (log session/conversation)
-
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