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Code Issues 775 Packages Projects Releases 10 Wiki Activity

[PR #5753] Add new tool: Doc2X #25042

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opened 2026-02-21 20:24:10 -05:00 by yindo · 0 comments
yindo commented 2026-02-21 20:24:10 -05:00
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Original Pull Request: https://github.com/langgenius/dify/pull/5753

State: closed
Merged: No

Description

As mentioned here (https://github.com/langgenius/dify/issues/5675), a tool for OCR of images was added whose output preserves the text in the format of the source image. Its accuracy is higher than using LLM (Vison) to extract text in band format, with significantly fewer illusions.

Example1:

Extracting the value of loss from a screenshot of a machine learning training and plotting a line graph

https://github.com/langgenius/dify/assets/122662527/1cc17566-60eb-4d14-ba4e-1eda745b564a

Example2:

Extract maths questions, give them to multiple LLMs (even non-version ones) to answer, and subsequently aggregate them

https://github.com/langgenius/dify/assets/122662527/accb740b-beb5-45a9-ad3f-7cba226f5e95

Close https://github.com/langgenius/dify/issues/5675

Type of Change

Please delete options that are not relevant.

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • This change requires a documentation update, included: Dify Document
  • Improvement, including but not limited to code refactoring, performance optimization, and UI/UX improvement
  • Dependency upgrade

How Has This Been Tested?

Created several new workflow tests using this new tool and ran several tests in the workflow using its supported image formats (png/jpg)

Suggested Checklist:

  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas
  • My changes generate no new warnings
  • I ran dev/reformat(backend) and cd web && npx lint-staged(frontend) to appease the lint gods
  • optional I have made corresponding changes to the documentation
  • optional I have added tests that prove my fix is effective or that my feature works
  • optional New and existing unit tests pass locally with my changes
**Original Pull Request:** https://github.com/langgenius/dify/pull/5753 **State:** closed **Merged:** No --- # Description As mentioned here (https://github.com/langgenius/dify/issues/5675), a tool for OCR of images was added whose output preserves the text in the format of the source image. Its accuracy is higher than using LLM (Vison) to extract text in band format, with significantly fewer illusions. Example1: Extracting the value of loss from a screenshot of a machine learning training and plotting a line graph https://github.com/langgenius/dify/assets/122662527/1cc17566-60eb-4d14-ba4e-1eda745b564a Example2: Extract maths questions, give them to multiple LLMs (even non-version ones) to answer, and subsequently aggregate them https://github.com/langgenius/dify/assets/122662527/accb740b-beb5-45a9-ad3f-7cba226f5e95 Close https://github.com/langgenius/dify/issues/5675 ## Type of Change Please delete options that are not relevant. - [ ] Bug fix (non-breaking change which fixes an issue) - [x] New feature (non-breaking change which adds functionality) - [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected) - [ ] This change requires a documentation update, included: [Dify Document](https://github.com/langgenius/dify-docs) - [ ] Improvement, including but not limited to code refactoring, performance optimization, and UI/UX improvement - [ ] Dependency upgrade # How Has This Been Tested? Created several new workflow tests using this new tool and ran several tests in the workflow using its supported image formats (png/jpg) # Suggested Checklist: - [x] I have performed a self-review of my own code - [x] I have commented my code, particularly in hard-to-understand areas - [x] My changes generate no new warnings - [x] I ran `dev/reformat`(backend) and `cd web && npx lint-staged`(frontend) to appease the lint gods - [ ] `optional` I have made corresponding changes to the documentation - [ ] `optional` I have added tests that prove my fix is effective or that my feature works - [ ] `optional` New and existing unit tests pass locally with my changes
yindo added the pull-request label 2026-02-21 20:24:10 -05:00
yindo closed this issue 2026-02-21 20:24:10 -05:00
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Reference: langgenius/dify#25042
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