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Late Chunking support for Jina Embeddings #4002

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Merged
merged 3 commits into from
Feb 8, 2025
Merged

Late Chunking support for Jina Embeddings #4002

merged 3 commits into from
Feb 8, 2025

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gururise
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@gururise gururise commented Feb 7, 2025

  • Add support for Jina Late Chunking
  • Switch default Jina embedding from jina-embeddings-v2-base-en to jina-embeddings-v3, which is the newer recommended embedding. Also supports multilingual text.

jina-embeddings-v3 support Late Chunking:
Apply the late chunking technique to leverage the model's long-context capabilities for generating contextual chunk embeddings.

HenryHengZJ
HenryHengZJ approved these changes Feb 8, 2025
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thank you!

@HenryHengZJ HenryHengZJ merged commit 0449e80 into FlowiseAI:main Feb 8, 2025
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galexandrov pushed a commit to xheal/Flowise that referenced this pull request Feb 9, 2025
@gururise @tenuar
Late Chunking support for Jina Embeddings (FlowiseAI#4002)
7404f13 
* Late Chunking support for Jina Embeddings

* improved constructor handling. remove redundant code.

* remove unnessary function overrides, since late_chunking parameter only needs to be stored in the class.
This was referenced Mar 7, 2025
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@maxtechera maxtechera mentioned this pull request Mar 20, 2025
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JJK801 pushed a commit to JJK801/Flowise that referenced this pull request Apr 9, 2025
@gururise @JJK801
Late Chunking support for Jina Embeddings (FlowiseAI#4002)
fbff187 
* Late Chunking support for Jina Embeddings

* improved constructor handling. remove redundant code.

* remove unnessary function overrides, since late_chunking parameter only needs to be stored in the class.
Yshayy pushed a commit to Yshayy/Flowise that referenced this pull request Apr 23, 2025
@gururise @Yshayy
Late Chunking support for Jina Embeddings (FlowiseAI#4002)
13c94cc 
* Late Chunking support for Jina Embeddings

* improved constructor handling. remove redundant code.

* remove unnessary function overrides, since late_chunking parameter only needs to be stored in the class.
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@HenryHengZJ HenryHengZJ HenryHengZJ approved these changes

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@gururise @HenryHengZJ