AI Powered Searchbot for PDFs and Excel Files

A Fullstack Demo Application that ingests data from csv, pdf files and implements a chat user interface for users to query/search data with AI.

Web Interface:


Asking questions within the source data context:


Asking questions outside the source data context:


Built with:

  • FastAPI
  • Python
  • HTML
  • JavaScript
  • CSS
  • Langchain
  • Pinecone
  • OpenAI

How to Run

  • Create a free pinecone index named doctest-index here
  • Configure environment variables in .env file in app root:
export ENVIRONMENT = <local>
export VERSION = <version>
export OPENAI_API_KEY = <openapi-key>
export PINECONE_API_KEY = <pinecone-api-key>
export PINECONE_API_ENV = <pinecone-api-env>
  • Load Model python or make load_model

  • Load Web App uvicorn main:app --reload