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Building a RAG System without Vector Databases: PostgreSQL and Gemini Transformers
Gemini TransformersSeptember 19, 2025

Building a RAG System without Vector Databases: PostgreSQL and Gemini Transformers

Retrieval-Augmented Generation (RAG) has revolutionized how we build AI applications that can reason over custom documents and knowledge bases.

Suganth Solamanraja

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RAG Infographics
AI/MLMay 15, 2025

Understanding Retrieval-Augmented Generation (RAG)

Retrieval-Augmented Generation (RAG) is an advanced AI architecture that combines two key components, a retriever to fetch relevant information from an external knowledge source and a generator (a large language model) to create human-like responses using that information.

Arun Raj