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

Video Description

Code : https://github.com/samwit/agent_tutorials/tree/main/ollama_agents/llama3_local For more tutorials on using LLMs and building Agents, check out my Patreon: Patreon: https://www.patreon.com/SamWitteveen Twitter: https://twitter.com/Sam_Witteveen 🕵️ Interested in building LLM Agents? Fill out the form below Building LLM Agents Form: https://drp.li/dIMes 👨‍💻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 15:09 Trying Tool Use and Function Calling with Phi-3