Connectors

AI, LLM & Vector Stores

Hugging Face

AI models: hosted inference plus model and dataset repository management
Hugging Face API reference
Signs in with
API token
Runs on
Cloud or On-Prem Worker
Operations
21
Ready-made triggers
0

Connect Hugging Face

  1. In Neblex open Connect › Connections and click New Connection.
  2. Search for Hugging Face and give the connection a clear name.
  3. Fill in the fields. Secret values are encrypted and never shown again.
  4. Click Test, then Create Connection.
FieldWhat to enter
Hugging Face access tokenRequiredSecretSealed Hugging Face user access token sent only as the Bearer credential.Example: hf_...

Use it in a flow

  1. Open a flow, open the node library and search for Hugging Face.
  2. Drag it onto the canvas and choose an Operation and your connection.
  3. Map the operation's fields from earlier steps, or click Map with Matt.
  4. Use Test this step to see what it returns, then save.

Operations

21 operations in 3 groups. Each one is a step you can add to a flow.

Chat1
ChatchatPOSTRun the documented Hugging Face chat completion task.
Inference19
Automatic Speech RecognitionautomaticSpeechRecognitionPOSTRun the documented Hugging Face automatic speech recognition task.
Automatic Speech Recognition RawautomaticSpeechRecognitionRawPOSTRun the documented Hugging Face automatic speech recognition task with a raw file body.
Feature ExtractionfeatureExtractionPOSTRun the documented Hugging Face feature extraction task.
Fill MaskfillMaskPOSTRun the documented Hugging Face fill mask task.
Image ClassificationimageClassificationPOSTRun the documented Hugging Face image classification task.
Image Classification RawimageClassificationRawPOSTRun the documented Hugging Face image classification task with a raw file body.
Image SegmentationimageSegmentationPOSTRun the documented Hugging Face image segmentation task.
Image Segmentation RawimageSegmentationRawPOSTRun the documented Hugging Face image segmentation task with a raw file body.
InferenceinferencePOSTSource-backed generic hf-inference task escape hatch retained for compatibility.
Object DetectionobjectDetectionPOSTRun the documented Hugging Face object detection task.
Object Detection RawobjectDetectionRawPOSTRun the documented Hugging Face object detection task with a raw file body.
Question AnsweringquestionAnsweringPOSTRun the documented Hugging Face question answering task.
SummarizationsummarizationPOSTRun the documented Hugging Face summarization task.
Table Question AnsweringtableQuestionAnsweringPOSTRun the documented Hugging Face table question answering task.
Text ClassificationtextClassificationPOSTRun the documented Hugging Face text classification task.
Text To ImagetextToImagePOSTRun the documented Hugging Face text to image task.
Token ClassificationtokenClassificationPOSTRun the documented Hugging Face token classification task.
TranslationtranslationPOSTRun the documented Hugging Face translation task.
Zero Shot ClassificationzeroShotClassificationPOSTRun the documented Hugging Face zero shot classification task.
Models1
List Router ModelslistRouterModelsGETList models available through the OpenAI-compatible Inference Providers router.