miniLLMFlow
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)
- We **strongly recommened** using LLMs (e.g., Claude, ChatGPT, Cursor) to develop LLM applications with [this prompt](minillmflow/docs/prompt)
## Why miniLLMFlow?
The future of programming will be heavily LLM-assited, and LLMs:
1. **😀 Shine at Feature Implementation**:
With proper docs, LLMs can handle APIs, tools, chunking, prompt wrapping, etc.
These are hard to maintain and optimize, so they don’t belong in the framework.
2. **☹️ Struggle with Paradigm Design**:
Paradigms like MapReduce, task decomposition, and agents are powerful, even for LLMs.
However, designing these elegantly remains challenging for LLMs.
To enable LLMs to develop LLM applications, a framework should
(1) remove redunant feature implementations but
(2) keep core paradigms to build on.
It turns out that such a framework only needs 100 lines of code.
