action  by ed-donner

Agentic AI systems built hands-on

Created 1 year ago
253 stars

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Project Summary

This repository provides code and resources to accompany a hands-on workshop on Agentic AI in Action, focusing on building autonomous, multi-agent systems using Python. It targets workshop attendees and developers seeking practical experience in creating sophisticated AI agents. The primary benefit is enabling users to quickly implement and understand agentic AI concepts through guided exercises.

How It Works

The project centers on practical implementation of agentic AI principles, likely leveraging frameworks such as LangGraph and AutoGen, as suggested by related course materials. The core approach involves hands-on coding exercises designed to illustrate the workflow and architecture of multi-agent systems, enabling participants to build and deploy their own agents.

Quick Start & Requirements

  • Installation: Utilizes the uv platform. Key commands include uv tool install crewai and uv tool upgrade crewai.
  • Prerequisites: Windows users must install "Microsoft Build Tools." Setup instructions are provided separately for Windows, Mac, and Linux.
  • Dependencies: Requires API keys for services like OpenAI, potentially incurring costs. Cheaper alternatives (DeepSeek) and free options (Ollama) are detailed. Users are advised to monitor API spending via dashboards (e.g., OpenAI's).
  • Resources: Links to workshop slides, a comprehensive Udemy course, detailed setup guides, and API cost management information are provided within the README.

Highlighted Details

  • Directly supports the "Agentic AI in Action" workshop at ODSC East.
  • Focuses on the practical development of autonomous, multi-agent systems.
  • Emphasizes the need for API key management and cost awareness when using frontier AI models.

Maintenance & Community

Direct contact for support is available via email (ed@edwarddonner.com) or LinkedIn with Ed Donner. No other community channels (like Discord or Slack) or specific contributor/sponsorship details are mentioned.

Licensing & Compatibility

The provided README does not specify a software license. Therefore, compatibility for commercial use or closed-source linking cannot be determined.

Limitations & Caveats

The workshop activities involve external API calls that may incur costs; users must manage their own API keys and monitor spending. Specific setup steps, particularly the installation of Microsoft Build Tools for Windows users, are necessary for core functionality. The repository's scope appears tightly coupled to the content of the accompanying workshop.

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1 year ago

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