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[Feature Request] Multi-modal RAG(Retrieval-Augmented Generation) #445

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FUYICC opened this issue Jan 30, 2024 · 0 comments · May be fixed by #446
Open
2 of 4 tasks

[Feature Request] Multi-modal RAG(Retrieval-Augmented Generation) #445

FUYICC opened this issue Jan 30, 2024 · 0 comments · May be fixed by #446
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enhancement New feature or request

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@FUYICC
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FUYICC commented Jan 30, 2024

Required prerequisites

Motivation

The current RAG can only retrieve text-type information, and cannot retrieve and extract information from images, audio, and other information.

Solution

For images:

  • Integrate VLM matching embedding model (CLIP)
  • RAG function with image retrieval

For other modalities:
tbc

@FUYICC FUYICC added the enhancement New feature or request label Jan 30, 2024
@FUYICC FUYICC assigned lightaime and FUYICC and unassigned lightaime Jan 30, 2024
@FUYICC FUYICC linked a pull request Feb 1, 2024 that will close this issue
@FUYICC FUYICC linked a pull request Feb 1, 2024 that will close this issue
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Labels
enhancement New feature or request
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