We want our RAG system to cite its sources accurately. What's the best framework for managing source document metadata and citations?

Total mentions

264

Unique brands

Avg brands/response

8.5

Top domain

tensorlake.ai

Top brand

Unstructured

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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

Unstructured38.1%

Citation Style Language (CSL)33.3%

LlamaIndex33.3%

Responses

Counts only on free plans

Total responses

Total mentions

264

Total citations

694

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I need a RAG (Retrieval Augmented Generation) framework optimized for legal citations.We need to build a RAG system on-premise. What is the best open-source RAG framework that is easy to self-host?The problem is, our RAG system gives stale answers. What's the best strategy or tool for automatically updating vectors when source documents change?What’s the most reliable document chunking and citation toolkit?I need to evaluate the quality of my RAG system's answers. What's the best LLM evaluation framework for RAG?Best vector database for document-heavy RAG?

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Total mentions

264

Unique brands

Avg brands/response

8.5

Top domain

tensorlake.ai

Top brand

Unstructured

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

Unstructured38.1%

Citation Style Language (CSL)33.3%

LlamaIndex33.3%

Responses

Counts only on free plans

Total responses

Total mentions

264

Total citations

694

Related prompts

Other prompts with similar intent

Top brand - Mention rate

Unstructured66.7%

Pinecone66.7%

Citation Style Language (CSL)33.3%

LlamaIndex33.3%

Adobe33.3%

Top brand - Avg. position

Citation Style Language (CSL)1.0

LlamaIndex1.0

Adobe2.0

Unstructured4.0

Pinecone6.0

Top cited URLs

tensorlake.ai

2.9%

unstructured.io

2.4%

firecrawl.dev

2.3%

ginno.net

2.2%

florinelchis.medium.com

2.0%