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GitHub - pinokiocomputer/llamanet: Replace OpenAI with Llama.cpp Automagically.

Jun 09, 2024 - github.com
Llamanet is an open-source library/tool that allows developers to convert any OpenAI-powered apps into llama.cpp apps with a single line of code. It requires no setup or third-party dependencies and comes with an isomorphic API that works across JavaScript, Python, and CLI. Llamanet can be used to port an OpenAI API-based app to use local LLMs, eliminating the need for users to download a third-party LLM app or server. It also includes an automatic model management system that removes the need to manually download checkpoints.

The tool provides a seamless integration process, with the ability to replace OpenAI with one line of code in an app. It also offers a self-contained library/CLI tool that includes everything needed to serve LLM natively from an app. Llamanet is compatible with the OpenAI API, meaning it can transform any existing OpenAI API-powered app into a Llama.cpp powered app. The tool also includes a built-in model management system that automatically downloads the checkpoint and launches an embedded llama.cpp server with the checkpoint.

Key takeaways:

  • Llamanet is an open-source library/tool that allows users to convert any OpenAI-powered apps into llama.cpp apps with just one line of code, without any setup or third-party dependencies.
  • Llamanet includes an isomorphic API that works across JavaScript, Python, and CLI, and it can serve as a self-contained library or CLI tool, eliminating the need for users to download a third-party LLM app or server.
  • Llamanet also features an automagical model management system that eliminates the need to manually download checkpoints, and it can automatically download the checkpoint and launch an embedded llama.cpp server with the checkpoint.
  • Llamanet can be customized with environment variables, and it can be integrated into any programming language simply by spawning a process with the commands.
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