rag_with_openai

A Python project for Retrieval-Augmented Generation (RAG) using OpenAI APIs.

Features

• Document reading and processing
• Embedding generation with OpenAI
• Simple and extensible codebase
• Easy integration with OpenAI's GPT models
• Modular design for easy customization
• easy integration with chromadb for vector storage for knowledge base

Requirements

• Python 3.8+
• pip
• openai
• PyPDF2
• python-dotenv
• chromadb

Installation

pip install -r requirements.txt# rag_with_openai
# rag_with_openai