ragflow
RAGFlow is an open-source engine improving the RAG workflow via deep document understanding. It effectively extracts knowledge from unstructured data using large language models, providing accurate question-answering with reliable citations. Compatible with varied data formats, including Word documents, slides, and scanned files, it features intelligent document chunking to enhance data retrieval. RAGFlow simplifies integration with user-friendly APIs, serving as a dependable tool for both personal and business applications in automating the RAG process.