Function Calling with Local Models - Ollama, Llama3 & Phi-3

Code : https://github.com/samwit/agent_tutorials/tree/main/ollama_agents/llama3_local

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👨‍💻Github:
https://github.com/samwit/langchain-tutorials (updated)
https://github.com/samwit/llm-tutorials

⏱️Time Stamps:
00:00 Intro
01:27 Phi-3 Model Blog
02:01 Gorilla Paper
02:12 Function Calling Leaderboard
03:00 Code Time
03:02 Set up Llama 3 with Ollama
03:45 Set up Prompt Template
05:31 Get a JSON Output from Llama 3
08:50 Get a Structured Responses using Ollama Functions
11:44 Phi-3 Model Demo
12:57 Tool Use and Function Calling Sample …

agents blog building code form function functions github gorilla intro json leaderboard llama llama 3 llm ollama paper phi phi-3 prompt responses set template