RAG / data pipeline

Real-Time Financial Analysis Pipeline

Financial Q&A bot: streaming and inference pipelines on AWS, news embedded in Qdrant, served through a serverless LangChain REST API with RAG.

Approach

  • Financial Q&A bot with real-time streaming and inference pipelines on AWS.
  • Financial news embedded in Qdrant.
  • Served via a serverless LangChain REST API with RAG.

Stack

  • Python
  • LangChain
  • AWS
  • Qdrant