Local LangGraph Agents with Llama 3.1 and Ollama - Building a Pizza Recommendation Agent

Learn how to build a fully local LLM agent using LangGraph, Ollama, and Llama 3.1 in this comprehensive 48-minute tutorial. Explore the process of creating a pizza recommendation agent that utilizes the Reddit API. Begin with setting up Ollama and Python, then dive into implementing the Reddit API tool. Gain an overview of the graph structure and understand the final answer tool. Delve into agent state management and configure Ollama with Llama 3.1. Master the organization of agent tool usage, creation of agent nodes, and construction of the agent graph. Conclude by testing the Llama 3.1 agent and reviewing key insights on developing local agents. Perfect for those interested in advanced AI agent development using cutting-edge tools and techniques.

Local Agents with LangGraph and Ollama
Setting up Ollama and Python
Reddit API Tool
Overview of the Graph
Final Answer Tool
Agent State
Ollama Llama 3.1 Setup
Organizing Agent Tool Use
Creating Agent Nodes
Building the Agent Graph
Testing the Llama 3.1 Agent
Final Notes on Local Agents