Ollama Function Calling Advanced: Make your Application Future Proof!

Published: 13 February 2024
on channel: Mervin Praison
14,159
456

Hello, AI enthusiasts! 🌐 Today, we're diving deep into the world of local function calling using Ollama, which is perfectly compatible with OpenAI API, running directly on your computer. Ollama Function Calling Advanced: Integrate to give your App More Intelligence. This video tutorial will guide you through the advanced process of function calling using Pydantic and an instructor tool, ensuring you get the most out of your AI integration. Whether you're a developer looking to enhance your application with real-time stock price fetching or an AI hobbyist curious about local language models, this video is for you. 🚀

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🔹 What You'll Learn:
How to set up Ollama for local function calling.
Step-by-step instructions on integrating Pydantic for advanced function calling.
Fetching real-time stock prices using Ollama and Yahoo Finance API.
Ensuring consistent JSON response structures with Pydantic and Instructor tools.

🔹 Before You Start:
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🔗 Resources & Links:
Ollama Tutorials:    • Ollama Tutorial  
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Code: https://mer.vin/2024/02/ollama-functi...

🔹 Tutorial Breakdown:
0:00 Introduction to Ollama Function Calling
0:30 Downloading and Setting Up Ollama
1:00 Implementing Advanced Function Calling with Pydantic
2:00 Fetching Stock Prices Using Yahoo Finance
3:00 Ensuring JSON Response Structure with Pydantic and Instructor
4:00 Running the Code and Verifying Results

💡 Key Takeaways:
By the end of this tutorial, you'll have a robust understanding of how to implement local function calling in your applications, ensuring efficient and reliable AI-powered features. We'll explore the integration of Pydantic and Instructor tools to maintain consistent JSON responses, enhancing the reliability of your AI implementations.

🔔 Stay Tuned:
I'm excited to bring more content like this to our channel. So, stay tuned for future tutorials, tips, and insights into the AI world. Don't forget to like, share, and subscribe for more informative content. Thanks for watching! 🙏

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