infiniflow released ragflow, an open-source retrieval-augmented generation engine that combines rag and agent capabilities for llms. it provides a context layer to improve llm performance. builders can use ragflow to enhance their llm applications with advanced retrieval and generation features. ragflow is available on github for free.