Ollama Tool Call - EASILY Add AI to ANY Application, Here is how

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AI Summary

- Introduction to Olama Tool Call  
  - Enables function calling in AI models  
  - Allows integration of custom applications for specific responses  
  
- Example Use Case: Weather Inquiry  
  - Without tool calling: AI cannot provide real-time data  
  - With tool calling: AI can fetch current weather using a custom tool  
  
- Creating a Weather Application  
  - Step 1: Install or upgrade Olama using pip  
  - Step 2: Download Olama 3.1 large language model  
  - Step 3: Create `app.py` and import necessary modules  
  - Step 4: Define `get_weather_application` function  
  - Step 5: Integrate the weather application with Olama using `ol.tool_call`  
    - Define tool properties and description  
    - Use the tool to fetch and return weather data  
  
- Running the Application  
  - Execute `app.py` to see the tool in action  
  - AI uses the custom tool to provide the current temperature in Toronto  
  
- Conclusion  
  - Tool calling enables AI to interact with custom applications  
  - The tutorial demonstrates creating and integrating a weather tool  
  - Encouragement to subscribe and like for more AI-related content