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v2 PreviewTeamwork Makes the Dream Work - Build Agentic Workflow

Teamwork Makes the Dream Work - Build Agentic Workflow

The app you'll build in this tutorial

The app you'll build in this tutorial

Agentic workflows automate repetitive tasks through AI agents that follow predefined steps while using provided tools. In this tutorial, you’ll create AgentGist, a local system that analyzes Reddit posts and generates reports based on the analysis.

What makes this project special? It runs entirely on your machine using Ollama, adapts during execution, and lets you filter posts with semantic search based on your interests.

Tutorial Goals

  • Create your first agentic workflow using LangGraph and Pydantic
  • Use a human-in-the-loop approach to alter the workflow dynamically
  • Create custom tool to enhance your agent’s abilities (filter posts)
  • Practice collecting real data from Reddit
  • Build UI to interact with your workflow and present the output

Do You Need A Library to Build Agents?

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References

Footnotes

  1. LangGraph  ↩

  2. LangGraph Functional API  ↩

  3. Pydantic  ↩

  4. Groq  ↩

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