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@ -12,11 +12,11 @@ A 100-line minimalist LLM framework for agents, task decomposition, RAG, etc.
In the future, **LLM apps will be developed by LLMs**: users specify requirements, and LLMs design, build, and maintain on their own. Current LLMs: In the future, **LLM apps will be developed by LLMs**: users specify requirements, and LLMs design, build, and maintain on their own. Current LLMs:
1. **😀 Shine at Low-level Implementation**: 1. **👍 Shine at Low-level Implementation**:
With proper docs, LLMs can handle APIs, tools, chunking, prompt wrapping, etc. With proper docs, LLMs can handle APIs, tools, chunking, prompt wrapping, etc.
These are hard to maintain and optimize for a general-purpose framework. These are hard to maintain and optimize for a general-purpose framework.
2. **☹️ Struggle with High-level Paradigms**: 2. **👎 Struggle with High-level Paradigms**:
Paradigms like MapReduce, task decomposition, and agents are powerful for development. Paradigms like MapReduce, task decomposition, and agents are powerful for development.
However, designing these elegantly remains challenging for LLMs. However, designing these elegantly remains challenging for LLMs.