vaibhavpatil123 / demo-chatbot

Demo chatbot implementing augmented retrieval generation with OpenAI, Langchain, Pinecone, and NextJS

Demo Chatbot

This application demonstrates how to use OpenAI, Langchain, Pinecone, and NextJS to build a chatbot that can answer questions on your own documents based on augmented retrieval generation.

Setup

1. Create an OpenAI account https://openai.com/
2. Create a free Pinecone database at https://www.pinecone.io/
3. Add a .env file to both ingestion/ and chatbot/ directories with the following values from OpenAI and Pinecone

OPENAI_API_KEY=""
PINECONE_API_KEY=""
PINECONE_ENVIRONMENT=""
PINECONE_INDEX_NAME=""

4. Add files to ingestion/files/* that will be loaded into the Pinecone database. Then run cd ingestion && python app.py to load them into your index
5. Run npm install && npm run dev in the chatbot/ directory and visit localhost:3000