Claude 3 Function Calling - What is Unique in Claude Opus?

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AI Summary

- Introduction to Function Calling in Cloe 3  
  - Function calling allows integration of applications with the Cloe language model.  
  - Example: Asking Cloe for Apple's stock price, which it fetches in real-time via a custom tool.  
  
- Creating a Custom Tool for Stock Prices  
  - Steps to create and integrate a tool to get real-time stock prices.  
  - Requires installing packages (`anthropic`, `wi_finance`, `Rich`) and setting up an API key.  
  - Code setup involves importing necessary libraries and defining the Cloe 3 Opus model.  
  - Initial code sends a message to Cloe to get a stock price without function calling.  
  
- Integrating Function Calling  
  - Define a function to fetch the current stock price of Apple.  
  - Create a tool description in XML format, specifying the tool name and parameters.  
  - System prompt includes the tool description and structure for function calls.  
  - Send a message to Cloe with the system prompt to utilize the custom tool.  
  
- Parsing and Responding with Real-Time Data  
  - Extract parameters from Cloe's response using a custom `extract_between_tags` function.  
  - Call the custom stock price function with the extracted parameters.  
  - Construct a function result in XML format and send it back to Cloe.  
  - Cloe responds with the real-time stock price after integrating the custom tool.  
  
- Conclusion  
  - Demonstrates the ability to integrate applications with Cloe 3 using function calling.  
  - Encourages viewers to subscribe for more AI-related content and to like and share the video.