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Zachary Huang 2024-12-26 14:42:59 -05:00 committed by GitHub
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![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg) ![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)
Minimalist LLM framework in [100 lines](minillmflow/__init__.py). Express popular LLM paradigms like agents, task decomposition, chain of thought, RAG, and more. Minimalist LLM framework in [100 lines](minillmflow/__init__.py). Express popular paradigms like agents, task decomposition, RAG, and more.
- Install via ```pip install minillmflow```. Or just copy the [source codes](minillmflow/__init__.py) (it's only 100 lines) - Install via ```pip install minillmflow```. Or just copy the [source codes](minillmflow/__init__.py) (it's only 100 lines)
- We **strongly recommened** using LLMs (e.g., Claude, ChatGPT, Cursor) to build LLM applications with [this prompt](minillmflow/docs/prompt) - We **strongly recommened** using LLMs (e.g., Claude, ChatGPT, Cursor) to build LLM applications with [this prompt](minillmflow/docs/prompt)
@ -22,7 +22,6 @@ However, designing elegant paradigms is challenging, and LLMs tend to write redu
Can we build a framework that: Can we build a framework that:
(1) removes redunant feature implementations, (1) removes redunant feature implementations,
(2) but keep core paradigms for LLMs to program against? (2) but keep core paradigms for LLMs to program against?
Turns out that we just need 100 lines of codes. Turns out that we just need 100 lines of codes.
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