MiniChain is a small Python library for building applications that combine large language models, prompts, and executable tools. Developers annotate ordinary functions to define model calls while keeping prompt templates separate from application logic. Multiple functions can be chained so the output of one model or tool becomes the input to another. The library records calls as a graph, making intermediate steps easier to inspect, debug, and retry. It includes model abstractions for language models as well as tools such as Python execution. A browser interface can display examples, subprompts, outputs, and queued runs for interactive demonstrations. The project emphasizes readable code and lightweight experimentation rather than a large production framework.

Features

  • Annotated language model functions
  • Separate prompt template files
  • Composable model and tool chains
  • Graph-based call inspection
  • Python execution integration
  • Interactive browser demonstrations

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License

MIT License

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Additional Project Details

Programming Language

Python

Related Categories

Python Libraries

Registered

2026-07-24