OpenAI Assistants API replaces AutoGen 🤯 CRAZY!! How to Create Agent Swarm?🚀(Step-by-Step tutorial)

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AI Summary

• Introduction to Assistance API with user proxy and coding agent capabilities
  • Similar to autogen: creates, runs files, and outputs results
  • Step-by-step guide provided
  • Encouragement to subscribe for more AI-related content
• Assistance API Functionality
  • Function calling ability
  • Steps:
    • Create assistant
    • Create a thread
    • Add a message to the thread
    • Run with get_stock_price function
  • Previous video on this topic linked in the description
• Setup Creation
  • Coding agent:
    • Saves code in a file
    • Runs the file
  • User proxy agent:
    • Instructs the coding agent
• Coding Agent Creation
  • Renamed as coding agent
  • Advanced programming AI
  • Tools:
    • create_file function: takes file name and body text
    • run_file function: uses subprocess to execute the file
  • Custom function definitions for create_file and run_file
  • Execute function: processes queries and returns responses
• User Proxy Agent Creation
  • Facilitates communication between user and other agents
  • provide_instruction function: instructs coding agent
  • Global agents list defined
  • User proxy tools list with provide_instruction function
• Initiating Chat
  • Defines functions run_file and create_file
  • Defines agents list with coding assistant
  • Input from user
  • User proxy executes instructions
• Running the Code
  • Python script execution in terminal
  • Example: plotting Apple stock price chart
  • File creation and execution demonstrated
  • Potential issues with missing imports
  • Success with file and image creation
• Conclusion
  • Potential for extension with proper prompting
  • Upcoming advanced tutorials with pantic and other tools
  • Invitation to submit work for presentation
  • Call to like, share, subscribe, and thanks for watching