A new open-source RAG engine built to handle complex data formats with ease.
RAGFlow makes it easier to extract insights from real-world documents PDFs, spreadsheets, scans, images by deeply understanding their structure. Key Features:
- Template-based chunking for document-aware parsing
- Source-cited answers with full traceability
- Combines vector + full-text search
- Supports multimodal queries and code-executing agents
Perfect for developers building robust RAG systems beyond simple text files.
It’s 100% Open Source (61.5K ⭐️)