Taranis AI NLP Bot

Performs natural language processing on news items, extracting keywords and named entities for better topic tagging and content analysis

Development

uv venv
uv sync --all-extras --dev

Usage

Run via

flask run
# or
granian run
# or
docker run -p 8000:8000 ghcr.io/taranis-ai/taranis-nlp-bot:latest

Example API Call

To test the API with a POST request, use curl:

curl -X POST http://127.0.0.1:8000/ \
  -H "Content-Type: application/json" \
  -d '{"text": "This is an example for NER, about the ACME Corporation which is producing Dynamite in Acme City, which is in Australia and run by Mr. Wile E. Coyote."}'

# {"ACME Corporation":"ORG","Acme City":"LOC","Australia":"LOC","Dynamite":"MISC","NER":"ORG","Wile E. Coyote":"PER"}

import requests

json_data = {
    'text': 'This is an example for NER, about the ACME Corporation which is producing Dynamite in Acme City, which is in Australia and run by Mr. Wile E. Coyote.',
}

response = requests.post('http://127.0.0.1:8000', json=json_data)

print(response.text)

License

EUROPEAN UNION PUBLIC LICENCE v. 1.2