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Add new example HF embedding models #415

Closed tomaarsen closed 2 weeks ago

tomaarsen commented 2 weeks ago

Hello!

Pull Request overview

Details

I took these models from https://huggingface.co/models?library=sentence-transformers - they're some of the more popular models out there.

cc @marcusschiesser

Summary by CodeRabbit

changeset-bot[bot] commented 2 weeks ago

⚠️ No Changeset found

Latest commit: de6f6216681fc62209ad7a69f724444eef8562eb

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coderabbitai[bot] commented 2 weeks ago

[!CAUTION]

Review failed

The pull request is closed.

Walkthrough

The changes in this pull request involve the addition of several new embedding models to the EMBEDDING_MODELS record within the helpers/providers/huggingface.ts file. The newly added models include various configurations from different sources, each with specified dimensions. While the core function askHuggingfaceQuestions remains unchanged, it now offers a wider selection of models for users to choose from.

Changes

File Path Change Summary
helpers/providers/huggingface.ts Added new embedding models: "BAAI/bge-base-en-v1.5" (768), "BAAI/bge-large-en-v1.5" (1024), "sentence-transformers/all-MiniLM-L6-v2" (384), "sentence-transformers/all-mpnet-base-v2" (768), "intfloat/multilingual-e5-large" (1024), "mixedbread-ai/mxbai-embed-large-v1" (1024), and "nomic-ai/nomic-embed-text-v1.5" (768).

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Poem

In the garden of models, new blooms arise,
With dimensions and names, a delightful surprise.
From BAAI to Nomic, they join the fray,
Expanding our choices, hip-hip-hooray!
So hop along, friends, let’s give them a try,
With each new selection, we’ll reach for the sky! 🐇✨

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marcusschiesser commented 2 weeks ago

Thanks @tomaarsen