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Zachary Huang 2024-12-27 14:52:52 -05:00 committed by GitHub
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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:
1. **😀 Shine at Low-level Implementation**:
1. **👍 Shine at Low-level Implementation**:
With proper docs, LLMs can handle APIs, tools, chunking, prompt wrapping, etc.
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.
However, designing these elegantly remains challenging for LLMs.