docs: Add troubleshooting guide for embedding models (#9064)
- Add section on using gallery models for embeddings
- Document common issues with embedding model configuration
- Add troubleshooting guide for Qwen3 embedding models
- Include correct configuration examples for Qwen3-Embedding-4B
- Document context size limits and dimension parameters
- Add table of Qwen3 embedding model specifications
Fixes#9064
Signed-off-by: localai-bot <localai-bot@localai.io>
Co-authored-by: localai-bot <localai-bot@localai.io>
* Update docs for new requirements.txt path
Signed-off-by: Marcus Köhler <khler.marcus@gmail.com>
* Fix typo (.PONY -> .PHONY) in python backend makefiles
Signed-off-by: Marcus Köhler <khler.marcus@gmail.com>
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Signed-off-by: Marcus Köhler <khler.marcus@gmail.com>
* Update path to sentencetransformers backend for local execution
Signed-off-by: Marcus Köhler <khler.marcus@gmail.com>
* Rename huggingface-embeddings -> sentencetransformers in embeddings.md for consistency with the backend structure
The Dockerfile still knows the "huggingface-embeddings"
backend (I assume for compatibility reasons) but uses the
sentencetransformers backend under the hood anyway.
I figured it would be good to update the docs to use the new naming to
make it less confusing moving forward. As the docker container knows
both the "huggingface-embeddings" and the "sentencetransformers"
backend, this should not break anything.
Signed-off-by: Marcus Köhler <khler.marcus@gmail.com>
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Signed-off-by: Marcus Köhler <khler.marcus@gmail.com>
