# [RAGFlow](https://github.com/infiniflow/ragflow) An open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. It offers a streamlined RAG workflow for businesses of any scale, combining LLM (Large Language Models) to provide truthful question-answering capabilities, backed by well-founded citations from various complex formatted data. ## UI  ## Integrate with Deepseek API