https://github.com/abhimishra91/jarvis-service

NLP Service to perform text classification. This is the first part of Project Jarvis. This service integrates to the chat-bot service
https://github.com/abhimishra91/jarvis-service

distilbert docker flask machine-learning natural-language-processing nlp python transformers

Last synced: 7 months ago
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NLP Service to perform text classification. This is the first part of Project Jarvis. This service integrates to the chat-bot service

• Host: GitHub
• URL: https://github.com/abhimishra91/jarvis-service
• Owner: abhimishra91
• License: mit
• Created: 2020-03-04T04:44:58.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2020-03-04T04:50:15.000Z (over 5 years ago)
• Last Synced: 2025-01-25T09:42:46.683Z (9 months ago)
• Topics: distilbert, docker, flask, machine-learning, natural-language-processing, nlp, python, transformers
• Language: Python
• Homepage:
• Size: 5.86 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Jarvis NLP Service

An NLP Project which entails, reading client emails and using that text to classify what task is requested by the client.

This is a rest service for the trained model.

This model will give 3 possible queues for the incoming specified email along with thier probability percentage.

This API will be further connected to other services to facilitate end to end automation. External services can be:

* MS-Teams Bot Framework

Currently the model is using - DistilBERT from the Transformers library. Further details of the Model: