novomind

AI Text Classification App

  • Training AI Models using standard AutoML machine learning framework
  • Fine-tuning state-of-art Large Language Models like BERT versions models
  • Automatically classification for incoming emails using trained AI models
  • Using scalable, standard, and extensible Pipeline like ZenMl Pipelines for creating portable, production-ready MLOps Pipeline
  • Using modern MLOps platforms like Mlflow to track Machine learning experiments
  • Utilizing high-performance, S3-compatible object store Services like MinIO
  • The ability for integration in cloud architecture.

Version: 0.1

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This App trains machine learning and state-of-the-art deep learning models for
text-baed data types within iAGENT. The most known use case of the App is to train the AI models on
closed/answered iAGENT email datasets. Then the trained AI models can be used to classify the incoming emails into
the corresponding category with predicted confidence.

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novomind

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Requirements

This app requires a novomind iAGENT installation of version 12.0.0 or higher

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