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This app shows usage of the FLARE technique for advanced question-answering and hallucination reduction.

Key traits

  • LangChain and CassIO;
  • A Python API (FastAPI) and a React/Typescript client;
  • Through partitioned vector store, it implements per-user data segregation;
  • Allows for a comparison of several question-answering methods;
  • "Open in Gitpod" zero-hassle start mode available.

Visit the repository here.


Loading PDF by their URL:

FLARE Demo, loaded PDF files

Trying a few questions using different LLM-based methods:

FLARE Demo, a few questions and their answers