📑 Table of Contents Introduction: Python RAG System Overview What is RAG & Semantic Search in AI? Vector Databases & Pinecone Explained OpenAI Embeddings for AI Search Building the RAG System (Full Code Implementation) Setting Up Python Environment (.env + Keys) Final Output AI Search Engine Like Google Error Fixes & Performance Optimization Real-World Applications