Kevin Hu

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> Can i run deepdoc on GPU? Will it be faster? For open-source Deepdoc has nothing to do with GPU.

Appreciations! Please remove the unnecessary code format alterations.

RAGFlow does not use image data or image embeddings during retrieval.

You could click the little lamp to see wether it's been retrieved? If it is, it goes to LLM. ![Image](https://github.com/user-attachments/assets/47043b96-9bd1-4680-b06b-347e330410fc)

@BogenZ Did you apply `Table` as chunking method?

What about checking embedding and LLM configuration again? I doubt either one of them is faild to invoke.

What about switching to another LLM? It's highly related to LLM NLU capability.

It can not connect rerank model deployed by LmStudio for now. The duplicated answer primarily caused by the LLM if the message history sent to LLM is correct.