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Project

Vision

  • Interacting with LLM models should be as easy as possible.
  • Tools to interact with LLM models should allow simple use as well as advanced use.
  • Installing a new model for testing should be easy.
  • Playing with model settings should be easy and particularities should be documented.
  • Implementing workflows like CoT or ToT should be easy.
  • Any LLM should be usable from the same CLI.
  • Any program should be able to use this library to interact with LLMs.

How to achieve this ?

  • Standardize LLM model descriptors (including installation instructions, parameters, etc.)
  • Use simple & intuitive commands for basic usage
  • Allow advanced usage with flags, scripts, etc.
  • Plugin system, standard usage and advanced usage should be extensively documented

Technical opinions

  • Use standard tools (bash, python, etc.)
  • Use standard formats (json, yaml, etc.)
  • Craft a standard CLI respecting the UNIX philosophy
  • Minimal dependencies
  • Simple code
  • Apply KISS, DRY & YAGNI principles