Deep Document Understanding
Parses complex formatted data with options like PaddleOCR integration to support accurate information extraction.
Multi-Agent Engine with Pre-Built Templates
Includes templates such as Deep Research with lead agents for task planning and subagents for web search, content reading, and synthesis.
Advanced Retrieval Techniques
Supports vector search, BM25, custom scoring, and re-ranking to improve retrieval accuracy.
No-Code Visual Workflow Builder
Allows users to build agents using graph-based task orchestration without coding.
Local Model Deployment
Supports deployment of local models via Ollama, Xinference, IPEX-LLM, or Jina, reducing dependency on external services.
RESTful API and Python Client
Provides API and client support for integration and interaction with RAGFlow functionalities.