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feat: nomic embed v1.5 hf embeddings #10762

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Feb 15, 2024
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Description

Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.

Fixes # (issue)

Type of Change

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  • 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

How Has This Been Tested?

Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration

  • Added new unit/integration tests
  • Added new notebook (that tests end-to-end)
  • I stared at the code and made sure it makes sense

Suggested Checklist:

  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas
  • I have made corresponding changes to the documentation
  • I have added Google Colab support for the newly added notebooks.
  • My changes generate no new warnings
  • I have added tests that prove my fix is effective or that my feature works
  • New and existing unit tests pass locally with my changes
  • I ran make format; make lint to appease the lint gods

@dosubot dosubot bot added the size:L This PR changes 100-499 lines, ignoring generated files. label Feb 15, 2024
@dosubot dosubot bot added the lgtm This PR has been approved by a maintainer label Feb 15, 2024
max_length: int = Field(
default=DEFAULT_HUGGINGFACE_LENGTH, description="Maximum length of input.", gt=0
)
pooling: Pooling = Field(default=Pooling.MEAN, description="Pooling strategy.")
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for polling and max_length, we should be able to get those from model card by default?

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I just pulled whatever was in the HuggingfaceEmbedding class so I could inherit from it. Let me know if there are things I should change

@hatianzhang hatianzhang merged commit b5e96d4 into run-llama:main Feb 15, 2024
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Dominastorm pushed a commit to uptrain-ai/llama_index that referenced this pull request Feb 28, 2024
Izukimat pushed a commit to Izukimat/llama_index that referenced this pull request Mar 29, 2024
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2 participants