pinecone-openai-sample

Test the simple application that saves and loads vector data made with OpenAI and Pinecone.

What you can do

• generate_vectors.py：create vectors into your Pinecone index.
• delete_vectors.py：delete vectors on your Pinecone index.
• main.py: Search the most relevant vector index from your Pinecone index, then create prompt and get response from GPT. Finally store response vector data.

Setup

First of all, install packages with requirements.txt

pip install -r app/requirement.txt

Create .env file, then fullfil the items below

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

Before execute main.py, recommend to create vectors with trec and OpenAI by running generate_vectors.py

python app/generate_vectors.py