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import requests
url = 'https://api.datasignal.com/ner'
headers = {
'Content-Type': 'application/json',
'Authorization': 'Bearer YOUR_API_KEY'
}
data = {
'text': 'Mark Zuckerberg CEO, Meta, 1 Hacker Way, Menlo Park, CA 94025'
}
response = requests.post(url, headers=headers, json=data)
print(response.json())
[
{
"entity": "Mark Zuckerberg",
"start_pos": 0,
"end_pos": 14,
"type": "Person"
},
{
"entity": "CEO",
"start_pos": 15,
"end_pos": 18,
"type": "Title"
},
{
"entity": "Meta",
"start_pos": 20,
"end_pos": 24,
"type": "Organization"
},
{
"entity": "1 Hacker Way, Menlo Park, CA 94025",
"start_pos": 26,
"end_pos": 60,
"type": "Address"
},
{
"entity": "1 Hacker Way",
"start_pos": 26,
"end_pos": 38,
"type": "StreetAddress"
},
{
"entity": "Menlo Park",
"start_pos": 40,
"end_pos": 50,
"type": "City"
},
{
"entity": "CA",
"start_pos": 52,
"end_pos": 54,
"type": "State"
},
{
"entity": "94025",
"start_pos": 55,
"end_pos": 60,
"type": "PostalCode"
}
]
{
"entities": [
{
"type": "Person",
"text": "John Doe",
"start": 0,
"end": 8
},
{
"type": "Organization",
"text": "OpenAI",
"start": 14,
"end": 20
}
]
}
DataSignal offers unparalleled performance and flexibility for all your Named Entity Recognition needs.
Experience real-time data processing with our ultra-fast API.
Recognize people, Medical conditions, locations, dates, and custom entities.
Send JSON data, upload documents, or use webhooks for notifications.
Handle high volumes of data without compromising performance.
Stay updated with our latest news and articles.
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Learn about benchmarking local language models for Named Entity Recognition (NER) using various models on a MacBook Pro. Find detailed results and analysis in this comprehensive blog post.
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