Groq Function Calling - High Speed AI Application with Custom Tools

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AI Summary

Summary: Function Calling in Gro

• Introduction
  • Excitement about demonstrating function calling in Gro.
  • Encouragement to subscribe to the YouTube channel for AI content.
• Setup Instructions
  1. Clone the repository with git clone.
  2. Navigate to the cloned directory.
  3. Create a new Python environment and activate it.
  4. Install required packages with pip.
  5. Create a logs directory if not present.
  6. Export the Gro API key.
  7. Start the application with uvicorn.
• Using Function Calling
  • Function calling allows integration with Groc API.
  • Example use case: asking for the latest news via Gro API.
  • Internal tools like DougDGo search can be used to fetch live data.
  • The process is made fast by Gro.
• Implementation Steps
  • Create app.py and write code for function calling.
  • Compare performance with and without function calling.
  • Define functions and integrate DougDGo search and news tools.
  • Set up a proxy application to handle function calls.
  • Run the application and observe the response.
• Integration of Tools
  • Tools simplify the process of function calling.
  • Predefined tools in the code handle function calls behind the scenes.
  • Define tools in the request and send it to Gro API.
  • Run the code and print out the response.
• Conclusion
  • The ability to integrate applications with Gro API enhances speed and functionality.
  • Commitment to creating more tutorial videos.
• Notes
  • Documentation and code may change, so check the description for updates.
  • Encouragement to like, share, and subscribe for support.