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A set of high-level NLP tools

Project description

Text Tools

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How to Install

Install the package using:

pip install -U hamta-texttools

What This Library Is Not

This is not a collection of low-level utilities.

To clarify: this library does not include things like:

  • An standard regex
  • Word normalization utilities

What This Library Provides

This is a set of high-level natural language processing (NLP) tools.

Some of the features include:

  • question_detector: Detecting if an incoming text is a question or not
  • categorizer: No finetuning need, categorizer
  • ... (Tell me what you want!)

When to Use This Library

Use texttools when:

  • You need to process large volumes of data using OpenAI’s GPT models via the BATCH API.
  • You want to treat an LLM as a function in Python that outputs structured JSON or Pydantic models.
  • You need to categorize large datasets using vector embeddings, efficiently and at scale.

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