LLM Tool Use - GPT4o-mini, Groq & Llama.cpp

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🛠️ LLM Tool Use with GPT4o-mini, Groq, and Llama.cpp 🧠

I go through:

• The most robust approach = GPT4o-Mini

• The lowest latency approach = Groq w/ Zero Shot Tool Use

• The best approach for open source LLMs (Phi-3) incl. on your laptop.

I even got Phi-3 mini working in 4-bit running on my Mac M1!

Key implementation tips:

• Generate function metadata programmatically for consistency

• Implement error handling in functions

• Use recursive loops for multi-step reasoning

• Consider parallel function calling for efficiency

Cheers, Ronan

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