Ollama Tool Calling: Integrate AI with ANY Python Function in 7 mins!
Key Takeaways
Integrates custom tools with Ollama using native function calling capabilities
Original Description
🔥 Master Ollama Function Calling & Custom Tools Integration
In this comprehensive guide, learn how to leverage Ollama's new native function calling capabilities to create powerful AI applications. From basic setup to advanced implementations, we cover everything you need to know!
🔍 What You'll Learn:
Create custom tools and integrate them with Ollama
Implement async functionality for better performance
Utilize existing Python functions as tools
Real-world examples with stock prices and web scraping
https://mer.vin/2024/11/ollama-tools-call/
📚 Tutorial Breakdown:
Creating Custom Tools
Installing required packages (Ollama, Yahoo Finance)
Setting up basic function structure
Integration with stock price API
Ollama Integration
Function calling implementation
Tool definition and setup
Argument parsing and execution
Async Implementation
Converting synchronous code to async
Performance optimization
Real-world examples
Using Existing Functions
Leveraging Python's built-in functions
Web scraping implementation
Advanced tool integration
🛠️ Required Packages:
Ollama
Yahoo Finance
Python Requests
❤️ Support the Channel:
Like and Subscribe for more AI tutorials
Share with fellow developers
Enable notifications to stay updated
🏷️ Keywords:
#Ollama #AI #Programming #Python #Tutorial #FunctionCalling #WebDevelopment #CodingTutorial #ArtificialIntelligence #LLM
Timestamp:
0:00 - Introduction to Ollama Native Tools
0:26 - Why We Need Tools for LLMs
0:59 - Tutorial Overview & Channel Info
1:35 - Step 1: Creating Custom Tool
2:29 - Step 2: Integrating with Ollama
4:22 - Step 3: Using Async Functions
5:18 - Step 4: Using Existing Functions
6:53 - Conclusion
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Chapters (8)
Introduction to Ollama Native Tools
0:26
Why We Need Tools for LLMs
0:59
Tutorial Overview & Channel Info
1:35
Step 1: Creating Custom Tool
2:29
Step 2: Integrating with Ollama
4:22
Step 3: Using Async Functions
5:18
Step 4: Using Existing Functions
6:53
Conclusion
🎓
Tutor Explanation
DeepCamp AI