These tools competes with
RAGFlowvsLlamaIndex
Deep-document-understanding RAG engine with visual pipeline editor versus Data framework for RAG and LLM pipelines
Compare interactively in Explore →Choose RAGFlow when…
- •Your RAG pipeline ingests complex PDFs with tables and figures
- •You want a visual no-code pipeline editor for RAG workflows
- •You need document understanding beyond simple text chunking
Choose LlamaIndex when…
- •You're building RAG or knowledge base apps
- •Structured data querying over documents is your focus
- •You need powerful index and retrieval primitives
Side-by-side comparison
Field
RAGFlow
LlamaIndex
Category
Pipelines & RAG
Pipelines & RAG
Type
Open Source
Open Source
Free Tier
✓ Yes
✓ Yes
Pricing Plans
Cloud: $0.01/page
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GitHub Stars
⭐ 40,000
⭐ 37,000
Health
●80 — Active
●100 — Active
RAGFlow
Open-source RAG engine built on deep document understanding — handles tables, figures, and complex layouts in PDFs that chunk-based RAG misses. Includes a visual DAG pipeline editor for building extraction and retrieval workflows. One of the fastest-growing RAG projects of 2025 with 40K+ GitHub stars.
Shared Connections3 tools both integrate with
Only RAGFlow (1)
LlamaIndex
Only LlamaIndex (16)
CursorLangGraphQdrantChromapgvectorWeaviateLangfuseLiteLLMOllamaRAGAS
Explore the full AI landscape
See how RAGFlow and LlamaIndex fit into the bigger picture — 235 tools, 543 relationships, all mapped.