Talk Python To Me #417: Test-Driven Prompt Engineering for LLMs with Promptimize
62 snips
May 30, 2023 AI Snips
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LLMs and Contextual Understanding
- Large language models (LLMs) excel at understanding context and code structure.
- They rewrite code logically, not just statistically, demonstrating intelligent behavior.
LLM Code Refactoring Example
- Michael Kennedy shared an example of an LLM rewriting a nested Python function.
- It used guard clauses, showcasing its ability to understand and refactor code.
Specialized LLM Applications
- LLMs are finding specialized applications like transcription (Spleemer) and security analysis (Microsoft Security Copilot).
- These models demonstrate the increasing specialization and power of LLMs.