langchain/templates/rag-pinecone

RAG Pinecone

This template performs RAG using Pinecone and OpenAI.

Pinecone

This connects to a hosted Pinecone vectorstore.

Be sure that you have set a few env variables in chain.py:

• PINECONE_API_KEY
• PINECONE_ENV
• PINECONE_INDEX

LLM

Be sure that OPENAI_API_KEY is set in order to the OpenAI models.

Environment variables

You need to define the following environment variables

OPENAI_API_KEY=<YOUR_OPENAI_API_KEY>
PINECONE_API_KEY=<YOUR_PINECONE_API_KEY>
PINECONE_ENVIRONMENT=<YOUR_PINECONE_INDEX>
PINECONE_INDEX=<YOUR_PINECONE_INDEX>