Type: huggingface.feature_extraction.FeatureExtraction
Namespace: huggingface.feature_extraction
Description
Extracts features from text using pre-trained models. text, feature extraction, embeddings, natural language processing
Use cases:
- Text similarity comparison
- Clustering text documents
- Input for machine learning models
- Semantic search applications
Properties
| Property | Type | Description | Default |
|---|---|---|---|
| model | hf.feature_extraction |
The model ID to use for feature extraction | {'type': 'hf.feature_extraction', 'repo_id': '', 'path': None, 'variant': None, 'allow_patterns': None, 'ignore_patterns': None} |
| inputs | str |
The text to extract features from | `` |
Outputs
| Output | Type | Description |
|---|---|---|
| output | np_array |
Metadata
Related Nodes
Browse other nodes in the huggingface.feature_extraction namespace.