Hub
Pricing About
NodeNode / Source

HF TEI Embeddings Connector

KNIME LabsAIModelsHugging FaceText Embeddings Inference (TEI)
Drag & drop
Like

This node can connect to locally or remotely hosted TEI servers which includes Text Embedding Inference Endpoints of popular embedding models that are deployed via Hugging Face Hub.

Protected endpoints require a connection with a HF Hub Authenticator node in order to authenticate with Hugging Face Hub.

The Text Embeddings Inference Server is a toolkit for deploying and serving open source text embeddings and sequence classification models.

For more details and information about integrating with the Hugging Face Embeddings Inference and setting up a server, refer to Text Embeddings Inference GitHub .

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 via the HF Hub Authenticator node, 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.

Node details

Output ports
  1. Type: org.knime.python3.nodes.PythonBinaryBlobFileStorePortObject
    Embeddings Model

    Connection to an embeddings model hosted on a Text Embeddings Inference server.

Hugging Face Hub Connection (Dynamic Inport)

An optional Hugging Face Hub connection that can be used to access protected Hugging Face inference endpoints.

  1. Type: org.knime.python3.nodes.PythonBinaryBlobFileStorePortObject

Extension

The HF TEI Embeddings Connector node is part of this extension:

  1. Go to item

Related workflows & nodes

  1. Go to item
  2. Go to item
  3. Go to item

KNIME
Open for Innovation

KNIME AG
Talacker 50
8001 Zurich, Switzerland
  • Software
  • Getting started
  • Documentation
  • Courses + Certification
  • Solutions
  • KNIME Hub
  • KNIME Forum
  • Blog
  • Events
  • Partner
  • Developers
  • KNIME Home
  • Careers
  • Contact us
Download KNIME Analytics Platform Read more about KNIME Business Hub
© 2025 KNIME AG. All rights reserved.
  • Trademarks
  • Imprint
  • Privacy
  • Terms & Conditions
  • Data Processing Agreement
  • Credits