Gen-AI Developer Classroom notes 23/Oct/2025

Langgraph contd

Conditional Edges

  • This helps in selecting a Node based on some condition
    Preview

Stateless

  • Graphs by default are stateless to solve this problem we have two approaches
    • short term memory
    • long term memory
  • Most agents interact with llm and if the same questions are asked we will be charged, so caching is also suggested

LLM Interactions and also Tools

  • Using Langchain to interact with models
  • Langgraph supports using existing tools simplified with Prompts and Tool Nodes
  • Langgraph also supports MCP (Model Context Protocol)

By continuous learner

enthusiastic technology learner

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