LightRAG helps developers with both building and optimizing Retriever-Agent-Generator (RAG) pipelines. It is light, modular, and robust.
LightRAG follows three fundamental principles from day one: simplicity over complexity, quality over quantity, and optimizing over building. This design philosophy results in a library with bare minimum abstraction, providing developers with maximum customizability. View Class hierarchy here.
We will ask the model to respond with explaination and example of a concept. And we will build a pipeline to get the structured output as QAOutput.