Type: huggingface.question_answering.QuestionAnswering
Namespace: huggingface.question_answering
Description
Answers questions based on a given context. text, question answering, natural language processing
Use cases:
- Automated customer support
- Information retrieval from documents
- Reading comprehension tasks
- Enhancing search functionality
Properties
| Property | Type | Description | Default |
|---|---|---|---|
| model | hf.question_answering |
The model ID to use for question answering | {'type': 'hf.question_answering', 'repo_id': '', 'path': None, 'variant': None, 'allow_patterns': None, 'ignore_patterns': None} |
| context | str |
The context or passage to answer questions from | `` |
| question | str |
The question to be answered based on the context | `` |
Outputs
| Output | Type | Description |
|---|---|---|
| answer | str |
|
| score | float |
|
| start | int |
|
| end | int |
Metadata
Related Nodes
Browse other nodes in the huggingface.question_answering namespace.