HF Hub Embeddings Connector

This node establishes a connection to a specific embedding model hosted on the Hugging Face Hub.

To use this node, you need to successfully authenticate with the Hugging Face Hub using the HF Hub Authenticator node.

Provide the name of the desired embeddings repository available on the Hugging Face Hub as an input.

Note: If you use the Credentials Configuration node and do not select the "Save password in configuration (weakly encrypted)" option for passing the API key, the Credentials Configuration node will need to be reconfigured upon reopening the workflow, as the credentials flow variable was not saved and will therefore not be available to downstream nodes.

Options

Repo ID

The model name to be used, in the format <organization_name>/<model_name>. For example, mistralai/Mistral-7B-Instruct-v0.3 for text generation, or sentence-transformers/all-MiniLM-L6-v2 for embedding model.

You can find available models at the Hugging Face Models repository.

Input Ports

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The authentication for the Hugging Face Hub.

Output Ports

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An embeddings model connected to Hugging Face Hub.

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