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docs: create guide to choose Embedders #7306

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anakin87 opened this issue Mar 5, 2024 · 0 comments
Open

docs: create guide to choose Embedders #7306

anakin87 opened this issue Mar 5, 2024 · 0 comments
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P3 Low priority, leave it in the backlog type:documentation Improvements on the docs

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@anakin87
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anakin87 commented Mar 5, 2024

We have several Embedders on Haystack 2.0

  • API based: OpenAI, Cohere, Jina...
  • Sentence Transformers
  • HF Text Embedding Inference
  • Fastembed
  • HF Optimum

Some focus on simplicity, others on supporting a wide range of models, and still others on performance on different architectures.

I think it would benefit users to have a guide, as we did for Generators:
this is not something that guides to choosing the best model,
but an acceptable Embedder based on one's needs/resources.

@anakin87 anakin87 added the type:documentation Improvements on the docs label Mar 5, 2024
@masci masci added the P3 Low priority, leave it in the backlog label Mar 22, 2024
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Labels
P3 Low priority, leave it in the backlog type:documentation Improvements on the docs
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