Pyyan / Compare / RAGFlow vs LlamaIndex
RAGFlow vs LlamaIndex
2 of 5RAG & Knowledge Graphs · verified 13 Aug 2026
RAGFlowInfiniFlowcurrent
LlamaIndexLlamaIndexcurrent| Specification | RAGFlow | LlamaIndex |
|---|---|---|
| Summary | Visual pipeline builder, deep document understanding. | The strongest option for document-centric retrieval. |
| Kind | Platform | Framework |
| Graph | Yes | Yes, property graph index |
| Language | Python | Python, TypeScript |
| Licence | Apache 2.0 | MIT |
| GitHub stars | ~35k | ~45k |
| Category | RAG & Knowledge Graphs | RAG & Knowledge Graphs |
| Official | InfiniFlow ↗ | LlamaIndex ↗ |
Highlighted rows are where these differ.
RAGFlow
- Strong document parsing built in
- The usual entry point for non-developers
Best for teams without a Python engineer.
LlamaIndex
- Deep document handling and many indexing strategies
- The common advice is LlamaIndex for retrieval, LangGraph for orchestration
Best for PDFs, knowledge bases, structured data.