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### ⚡ The Lightning Library for Large Language Model Applications ⚡
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*LightRAG* helps developers with both building and optimizing *Retriever-Agent-Generator* pipelines.
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It is *light*, *modular*, and *robust*, with a 100% readable codebase.
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*LightRAG* helps developers build and optimize *Retriever-Agent-Generator* pipelines.
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Embracing a design philosophy similar to *PyTorch*, LightRAG is *light*, *modular*, and *robust*, with a 100% readable codebase.
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# Why LightRAG?
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This is what LightRAG is: light, modular, and robust, with a 100% readable codebase.
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Further reading: [Introduction](https://lightrag.sylph.ai/), [Design Philosophy](https://lightrag.sylph.ai/tutorials/lightrag_design_philosophy.html) and [Class hierarchy](https://lightrag.sylph.ai/tutorials/class_hierarchy.html).
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Further reading: [How We Started](https://www.linkedin.com/posts/li-yin-ai_both-ai-research-and-engineering-use-pytorch-activity-7189366364694892544-Uk1U?utm_source=share&utm_medium=member_desktop),
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[Introduction](https://lightrag.sylph.ai/), [Design Philosophy](https://lightrag.sylph.ai/tutorials/lightrag_design_philosophy.html) and [Class hierarchy](https://lightrag.sylph.ai/tutorials/class_hierarchy.html).
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# Documentation
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LightRAG full documentation available at [lightrag.sylph.ai](https://lightrag.sylph.ai/):
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-[How We Started](https://www.linkedin.com/posts/li-yin-ai_both-ai-research-and-engineering-use-pytorch-activity-7189366364694892544-Uk1U?utm_source=share&utm_medium=member_desktop)
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