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Published: Sept. 13, 2024, 7:30 p.m.

Dive into the world of agentic AI development with Allen and Mark as they explore LangGraph, a powerful state management system for building dynamic and complex AI agents with LangChain. Discover how LangGraph simplifies agent design, handles state transitions, integrates tools, and enables robust error handling \u2013 all while keeping the LLM at the heart of your application.

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Further Info:

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* https://github.com/langchain-ai/langgraphjs

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* https://github.com/langchain-ai/langgraphjs-studio-starter/

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* https://vodo-drive.com/

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Timeline:

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0:00 - Introduction

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1:05 - What is LangGraph and how does it work?

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2:38 - Understanding Nodes and Tools in LangGraph

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4:54 - Navigating Conditional Edges and State Transitions

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7:00 - Real-world example: LangGraph in action

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12:56 - State Management in LangGraph: Maintaining Context

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14:24 - Comparing LangGraph to Jovo and Voiceflow for Conversational Design

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17:11 - Handling both freeform and directed conversations with LangGraph

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20:40 - Vodo Drive: A deeper dive into a real-world LangGraph implementation

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26:31 - The LLM's role: Tool Selection, Execution, and Output Generation

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29:51 - Managing Latency and Optimizing LLM Calls

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32:08 - Working with JSON responses: Tools vs Human-Readable Output

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36:04 - The bigger picture: LangGraph's role in building robust AI agents

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Don't forget to subscribe and leave your comments below, especially if you're using LangGraph in your own projects!

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#GenAI #GenerativeAI #LangChain #LangGraph #AIAgents #Agents

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Thumbnail by Imagen 3 with prompt:

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Podcast thumbnail, illustrative with a touch of tech, cartoonish.

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Scene: Two podcast hosts, sitting in front of microphones,

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smiling and engaging in conversation.

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Both hosts are male, caucasian, software developers in their early 50s, wearing glasses, and are clean shaven.

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The host on the left is wearing a blue t-shirt and a brown flat cap.

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The host on the right is wearing a light blue polo shirt.

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Background: A flowchart consisting of boxes and diamonds, connected with glowing strands of light.

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Negative prompt: beards