How I Built a ChatGPT Clone That Remembers Everything (RAG Tutorial)

RAG Vector Database is one of the first main terms RAG geeks are looking for.

Table of Contents

• RAG Vector Database: Introduction
• What is RAG?
• Vector Databases Explained
• What is RAG Vector Database?
• Popular Vector Databases
• Implementing RAG with Vector Databases
• Tutorials and Examples- Best Practices
• Future Trends- RAG Vector Database: Conclusion

RAG Vector Database: Introduction

Retrieval Augmented Generation (RAG) with vector databases has revolutionized how AI systems access and utilize information. This comprehensive guide explores the technology, implementation, and best practices for building powerful RAG systems.

What is RAG?

RAG (Retrieval Augmented Generation) is an AI architecture that combines:

• Information retrieval from a knowledge base
• Large Language Model (LLM) generation capabilities
• Vector embeddings for semantic search