rag-from-scratch
Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.
Understand and build a system for Retrieval-Augmented Generation from scratch without relying on external services.
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Free · no card · unsubscribe anytimeDemystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.
rag-from-scratch has 1.6k stars on GitHub. It has been forked 193 times. rag-from-scratch is written mainly in JavaScript. It has been in active development since 2025. rag-from-scratch is available under the MIT license. Its main topics are agents, ai-agents, educational, llm.
What is rag-from-scratch?
Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.
Is rag-from-scratch open source?
rag-from-scratch is an open-source project. It is released under the MIT license.
Is rag-from-scratch free?
Yes. rag-from-scratch is free and open source — you can use, modify and self-host it.
What license does rag-from-scratch use?
rag-from-scratch is available under the MIT license.
What language is rag-from-scratch written in?
rag-from-scratch is written mainly in JavaScript.
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