rag-in-action
End-to-end RAG system design, evaluation, and optimization. 极客时间RAG训练营，RAG 10大组件全面拆解，4个实操项目吃透 RAG 全流程。RAG的落地，往往是面向业务做RAG，而不是反过来面向RAG做业务。这就是为什么我们需要针对不同场景、不同问题做针对性的调整、优化和定制化。魔鬼全在细节中，我们深入进去探究。
Build and optimize a system that enhances text generation by retrieving relevant information from data.
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Free · no card · unsubscribe anytimeEnd-to-end RAG system design, evaluation, and optimization. 极客时间RAG训练营，RAG 10大组件全面拆解，4个实操项目吃透 RAG 全流程。RAG的落地，往往是面向业务做RAG，而不是反过来面向RAG做业务。这就是为什么我们需要针对不同场景、不同问题做针对性的调整、优化和定制化。魔鬼全在细节中，我们深入进去探究。
rag-in-action has 790 stars on GitHub. It has been forked 311 times. rag-in-action is written mainly in Jupyter Notebook. It has been in active development since 2025. Its main topics are agent, ai, llm, rag.
What is rag-in-action?
End-to-end RAG system design, evaluation, and optimization. 极客时间RAG训练营，RAG 10大组件全面拆解，4个实操项目吃透 RAG 全流程。RAG的落地，往往是面向业务做RAG，而不是反过来面向RAG做业务。这就是为什么我们需要针对不同场景、不同问题做针对性的调整、优化和定制化。魔鬼全在细节中，我们深入进去探究。
Is rag-in-action open source?
rag-in-action is an open-source project.
Is rag-in-action free?
Yes. rag-in-action is free and open source — you can use, modify and self-host it.
What language is rag-in-action written in?
rag-in-action is written mainly in Jupyter Notebook.
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