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feat(document-search): add support for images #81

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mhordynski opened this issue Oct 10, 2024 · 0 comments · May be fixed by #121
Open

feat(document-search): add support for images #81

mhordynski opened this issue Oct 10, 2024 · 0 comments · May be fixed by #121
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@konrad-czarnota-ds
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document search Changes to the document search package feature New feature or request
Milestone
Ragbits 0.4

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@mhordynski
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mhordynski commented Oct 10, 2024 •
edited by ludwiktrammer
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Feature description

New type of element should be introduced into DocumentSearch: ImageElement.

ImageElement can be originate either from:

  • bigger document like pdf
  • be a standalonde .img / .png document

ImageElement should consist:

  • summary / description generated by multi-modal llm
  • OCR extracted text
  • image bytes

Motivation

A lot of technical documentation / manuals consist a lot of technical drawings, schemas, etc. which may be really important part of context while answering user questions

Additional context

In the future, we may try directly embedding images rather than creating descriptions with LLM: #85
@mhordynski mhordynski added the feature New feature or request label Oct 10, 2024
@mhordynski mhordynski added this to the Ragbit 0.4 milestone Oct 10, 2024
@ludwiktrammer ludwiktrammer mentioned this issue Oct 10, 2024
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@ludwiktrammer ludwiktrammer changed the title feat(document-search): add support to images feat(document-search): add support for images Oct 10, 2024
@micpst micpst added the document search Changes to the document search package label Oct 11, 2024
@konrad-czarnota-ds konrad-czarnota-ds linked a pull request Oct 21, 2024 that will close this issue
feat(document-search): add support for images #121
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@konrad-czarnota-ds konrad-czarnota-ds

Labels
document search Changes to the document search package feature New feature or request
Projects
ragbits
Status: In Progress
Milestone
Ragbits 0.4
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feat(document-search): add support for images deepsense-ai/ragbits
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@mhordynski @micpst @konrad-czarnota-ds