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GitHub - axilla-io/ax: A comprehensive AI framework for TypeScript

Aug 07, 2023 - github.com
Ax is a comprehensive AI framework for TypeScript, consisting of several modules designed to create robust AI applications. The modules, which include axgen, axeval, axextract, axserve, and axtune, can be adopted incrementally, providing a scalable end-to-end solution. They are used for connecting data to large language models, evaluating output quality, efficient data processing, running any LLM model, and fine-tuning models respectively.

The Ax framework aims to simplify the complexities of working with large language models into manageable components. It takes a code-first approach, emphasizing flexibility and control for developers. The modules can be installed independently, allowing for incremental adoption and minimizing bundle size. The framework is licensed under MIT.

Key takeaways:

  • Ax is a comprehensive AI framework for TypeScript that consists of several modules designed for creating robust AI applications.
  • The modules, including axgen, axeval, axextract, axserve, and axtune, can be adopted incrementally, providing a modular and scalable end-to-end solution.
  • The Ax framework emphasizes a code-first approach, providing flexibility and control for developers to build higher-level TypeScript AI features and products seamlessly.
  • The modules can be installed independently, allowing for incremental adoption and minimizing bundle size.
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