How to Build a Production RAG System in 2026
Retrieval Augmented Generation (RAG) lets LLMs answer questions about your own data. This guide covers the full production pipeline — from chunking to query routing.
4/5/2026
Vector DatabasesFreemium
Chroma
Open-source embedding database focused on developer productivity. Simple to set up, perfect for Python/JS apps and local development.
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Overview
Chroma
Open-source embedding database focused on developer productivity. Simple to set up, perfect for Python/JS apps and local development.
Use Cases
Schema Design
Query Optimization
