Classifying Text by Genre: AI Classifier vs. Semantic Search vs. Fine-Tuning GPT Models

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Hello everyone,

We’re embarking on a project to classify texts by genres. We’re considering three strategies:

  1. Using a traditional AI classifier.
  2. Leveraging semantic search.
  3. Fine-tuning a GPT model for each genre.

Currently, we’re leaning towards fine-tuning GPT. Has anyone tackled a similar challenge? I’d appreciate insights or advice on the best approach.

Thanks in advance!