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@ -19,11 +19,11 @@ Documentation: https://minillmflow.github.io/miniLLMFlow/
Mini LLM Flow is designed to be **the framework used by LLMs**. In the future, LLM projects will *self-programmed* by LLMs themselves: Users specify requirements, and LLMs will design, build, and maintain. Current LLMs are:
1. **👍 Good at Low-level Implementation:** LLMs can handle *LLM wrappers, tools, and prompts*, which don't require any framework. Current frameworks are often over-engineered, making them difficult for humans (and LLMs) to understand.
1. **👍 Good at Low-level Details:** LLMs can handle *LLM wrappers, tools, and prompts*, which don't require any framework. Current frameworks are often over-engineered, making them difficult for humans (and LLMs) to understand.
2. **👎 Bad at High-level Paradigms:** While paradigms like *MapReduce, task decomposition, and agents* are powerful, LLMs still struggle to design them elegantly. These high-level concepts should be emphasized in frameworks.
The ideal framework for LLMs should (1) **strip away low-level implementations**, and (2) **keep high-level paradigms** to program against. Hence, we provide this minimal (100-line) framework that allows LLMs to focus on what matters.
The ideal framework for LLMs should (1) **strip away low-level implementation details**, and (2) **keep high-level paradigms** to program against. Hence, we provide this minimal (100-line) framework that allows LLMs to focus on what matters.
Mini LLM Flow is also a **great learning resource**, as current frameworks abstract too much away.