We need to build a RAG system on-premise. What is the best open-source RAG framework that is easy to self-host?

Total mentions

362

Unique brands

Avg brands/response

12.5

Top domain

firecrawl.dev

Top brand

Dify

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Prompt visibility

Prompt visibility score combining mention rate and average position - 0-100 scale.

Top brand - Visibility score

Dify50.0%

RAGFlow25.0%

LlamaIndex16.7%

Responses

Counts only on free plans

Total responses

Total mentions

362

Total citations

501

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Total mentions

362

Unique brands

Avg brands/response

12.5

Top domain

firecrawl.dev

Top brand

Dify

Unlock full data

Full brand & citation dataResponse trends over timeTrack your brand's ranking

Prompt visibility

Prompt visibility score combining mention rate and average position - 0-100 scale.

Top brand - Visibility score

Dify50.0%

RAGFlow25.0%

LlamaIndex16.7%

Responses

Counts only on free plans

Total responses

Total mentions

362

Total citations

501

Related prompts

Other prompts with similar intent

Top brand - Mention rate

Dify50.0%

RAGFlow50.0%

LlamaIndex50.0%

Haystack (deepset)50.0%

LangChain50.0%

Top brand - Avg. position

Dify1.0

RAGFlow2.0

LlamaIndex3.0

Haystack (deepset)4.0

LangChain5.0

Top cited URLs

firecrawl.dev

4.2%

florinelchis.medium.com

3.6%

kncmap.com

2.8%

apidog.com

2.6%

beuke.org

2.4%