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Function Calling with Local Models u0026 LangChain - Ollama Llama3 u0026 Phi-3

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Sam Witteveen

Code : https://github.com/samwit/agent_tutor...

Interested in building LLM Agents? Fill out the form below
Building LLM Agents Form: https://drp.li/dIMes

‍Github:
https://github.com/samwit/langchaint... (updated)
https://github.com/samwit/llmtutorials

⏱Time Stamps:
00:00 Intro
01:27 Phi3 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 Phi3 Model Demo
12:57 Tool Use and Function Calling Sample
15:09 Trying Tool Use and Function Calling with Phi3

posted by SCAPHEPSYyr