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Dev Tools · 1h ago

Build a RAG System from Scratch with pgvector and Gemini

By Meridian48 News Desk · Summarised from DEV Community ·

This tutorial series walks through implementing a Retrieval-Augmented Generation system using pgvector and Gemini. It covers embedding, vector databases, tool use, AI agents, MCP, and cloud deployment. The guide targets developers building LLM applications that need real-time knowledge retrieval.

Meridian48 take
A practical, step-by-step guide for developers, but the real value will be in later installments covering agents and deployment.
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Building a RAG System from Scratch with pgvector and Gemini — Introduction →
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