added changes for new api for entity and topic classification #518
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Created an api which can take text as input and return the entity and topic classification.
payload = {
"data": text,
"mode": "entity"/"topic"/"all"
"anonymize": True/False/Optional
}
"mode" is optional. It defaults to both entity and topic.
"anonymize" is an optional field if not sent, it will be considered False. If sent True then it will return the anonymized text.
If annonymize False:
{'entityCount': 1, 'entities': {'us-ssn': 1}, 'entityDetails': {'us-ssn': [{'location': '17_28', 'confidence_score': 'HIGH', 'entity_group': 'pii-identification'}]}, 'topicCount': 0, 'topics': {}, 'topicDetails': {}}
If annonymize True
{'data': "\nSachin's SSN is <US_SSN>\n", 'entityCount': 1, 'entities': {'us-ssn': 1}, 'entityDetails': {'us-ssn': [{'location': '17_25', 'confidence_score': 'HIGH', 'entity_group': 'pii-identification'}]}, 'topicCount': 0, 'topics': {}, 'topicDetails': {}}