Autogen Update -Build Library of Agents to Execute tasks 10x Faster|Real Usecase-Build a SaaS Product

---

---

AI Summary

• Introduction to Autogen Autobuild’s new feature:
  • Build from Library: Automates task-solving with a multi-agent system.
  • Users select agents from a predefined library.
  • The system chooses the right agents for tasks.
• Autobuild’s capabilities:
  • Builds multi-agent systems automatically and quickly.
  • Handles complex tasks with minimal user input.
  • Powered by the class AgentBuilder.
  • May produce unexpected agent selections.
• Using Build from Library:
  • Prompts the system to select useful agents from a library.
  • Generates agent configurations for task-solving in a group chat.
• Installation and setup in VS Code:
  • Install Autogen and other required packages via pip.
  • Import necessary modules and set up configuration files.
• Creating a task and agent list:
  • Define the task for the system to execute.
  • Create a group chat and assign agents to tasks.
  • Set up a manager to oversee the process.
• Generating an agent library:
  • Define agent names and profiles.
  • Let the system choose the best agents for the task.
  • Agent profiles should be simple and clear.
• Running the task-solving process:
  • Use the startTask function to initiate the task with the selected agents.
  • The system generates profiles for each agent and selects the right ones for the task.
  • Output includes selected agents and their roles.
• Example task:
  • Conceptualize a software-as-a-service solution for supply chain management.
  • Use buildFromLibrary to generate a list of agents.
  • Execute the task with the selected agents.
• Results and conclusion:
  • The system selects appropriate agents and outlines their contributions.
  • Agents include roles like software developer, project manager, data analyst, and cybersecurity expert.
  • The process concludes with the task being completed and agents cleared.
  • Encouragement to experiment with the tool and provide feedback.