RAG Pipeline: AI-Driven Stock Market Querying & Data Retrieval (PostgreSQL + GPT)

Natural-language querying over market data using PostgreSQL + retrieval + GPT integration.

Categories

Tech Used

Problem

Non-technical users need to query market data and get structured, explainable outputs.

Approach

• Stored structured data in PostgreSQL
• Combined retrieval with LLM reasoning where needed
• Returned structured responses for UI/dashboard use

Results

• NL-to-insights workflow
• Outputs ready for visualization