LangChain vs RAGFlow: which does AI recommend?

Since Jul 6 · · ChatGPT and Google AI Mode

Based on 63 AI answers that name bothReviewed by

How we measure

When AI names both, it lists first more often than not. It recommends more often.

Head to head

Listed first when AI names both

LangChainLangChain: 37%RAGFlowRAGFlow: 63% (RAGFlow leads)

Recommended when named

LangChainLangChain: 72%
RAGFlowRAGFlow: 100% (RAGFlow leads)

Warned against · lower is better

LangChainLangChain: 5%
RAGFlowRAGFlow: 0%

Topic by topic

LangChain mentioned more4About even1RAGFlow mentioned more2

LangChain mentioned more

RAGFlow mentioned more

About even1

Topics with a ranking for LangChain only12

Topics with a ranking for RAGFlow only1

What people ask AI about LangChain and RAGFlow

LangChain listed firstRAGFlow listed first
  1. We need to build a RAG system on-premise. What is the best open-source RAG framework that is easy to self-host?RAGFlow almost always first
  2. Which platform is strongest for building production RAG pipelines quickly?LangChain listed first: 100%RAGFlow listed first: 0%LangChain almost always first

Who AI mentions first

LangChain listed firstRAGFlow listed first
  1. JulLangChain listed first: 29%RAGFlow listed first: 71%
  2. AugLangChain listed first: 32%RAGFlow listed first: 68%
  3. SepLangChain listed first: 53%RAGFlow listed first: 47%
  4. OctLangChain listed first: 25%RAGFlow listed first: 75%
  5. Nov, so farLangChain listed first: 0%RAGFlow listed first: 100%
  • Google AI ModeLangChain listed first: 46%RAGFlow listed first: 54%
  • ChatGPTLangChain listed first: 21%RAGFlow listed first: 79%

Sites AI cites

LangChain favouredNeither favouredRAGFlow favoured

Other brands AI mentions

BrandMentioned in
  1. LlamaIndex95%
  2. Dify60%
  3. Qdrant54%
  4. Haystack (deepset)46%
  5. vLLM46%
  6. Ollama38%
  7. Milvus21%
  8. BGE-Reranker19%
  9. Weaviate19%
  10. AnythingLLM17%
  11. Qwen17%
  12. Meta AI16%

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