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https://github.com/rahul-0000-code/finsage-ai


https://github.com/rahul-0000-code/finsage-ai

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README

          

# finsage-ai

```text
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)
```