Type: huggingface.ranking.Reranker
Namespace: huggingface.ranking
Description
Reranks pairs of text based on their semantic similarity. text, ranking, reranking, natural language processing
Use cases:
- Improve search results ranking
- Question-answer pair scoring
- Document relevance ranking
Properties
| Property | Type | Description | Default |
|---|---|---|---|
| model | hf.reranker |
The model ID to use for reranking | {'type': 'hf.reranker', 'repo_id': '', 'path': None, 'variant': None, 'allow_patterns': None, 'ignore_patterns': None} |
| query | str |
The query text to compare against candidates | `` |
| candidates | List[str] |
List of candidate texts to rank | [] |
Outputs
| Output | Type | Description |
|---|---|---|
| output | Dict[str, float] |
Metadata
Related Nodes
Browse other nodes in the huggingface.ranking namespace.