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Database systems specifically designed for storing and retrieving vector embeddings

Models that convert text, images, and other data into vector representations

Open-source frameworks and tools that simplify RAG system construction

Tools and methods for evaluating RAG system performance

Tools for document processing, chunking, and indexing

Methods and tools for integrating large language models into RAG systems

RAG systems that handle multiple modalities like text, images, and audio

Deployment and scaling solutions for RAG systems