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AIML Classifier - Log Analyzer

  • Radhika Godbole
  • May 4
  • 1 min read
Diagram for representation of AIML Classifier


Objective


Building an AI-powered system that automatically identifies and classifies software errors into meaningful categories, and provides root cause analysis and recommendations.



Challenge


AIML Classifier challenges

Solution  


  1. Developed multiple machine learning models to classify errors within seconds

  2. Integrated retrieval-augmented generation (RAG) for Root cause analysis

  3. Used Large language Models (LLMs) for providing narratives and recommendations


Benefits 


AIML Classifier benefits




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