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-indexhere - 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 model.pyor makeload_model -
Load Web App
uvicorn main:app --reload