
Explore the defi studio, browse hosted templates, add a template to your workspace, and install the required plugins to understand how ready-made templates function.
Explore endpoints of a free football API to fetch all matches for a single day, view JSON, and learn querying teams and leagues by ID for AI predictions.
Analyze home and away match data for Hong Kong vs Manchester United, exploring team details, top scorers, stats, squad data, injuries, and coach history to support AI-powered predictions with Dify.
Define and assign conversation variables to store match data, away team data, and home team data, then print to verify extraction and readiness for use in the ai agent workflow.
Extract and structure football data from an API by loading JSON, selecting team details and player statistics, and create lean home and away payloads for predictions.
In this beginner-friendly course, you'll learn how to create a real-world sports prediction AI agent using Dify AI — a powerful, open-source platform for building LLM-based applications. Whether you're a sports bettor, aspiring AI Agent creator, or automation enthusiast, this course will show you step-by-step how to use Dify’s visual workflows and AI tools to build your own prediction engine.
We’ll cover how to:
Understand Dify AI’s agentic workflows and RAG pipelines
Connect and structure real football match data
Use no-code tools to design, test, and improve predictions
Deploy and share your working AI app for real-world use
By the end, you’ll have a functional AI agent that can make match predictions using real data and the power of modern LLMs — no complex setup required.
This course is perfect for:
Sports bettors who want to automate or improve prediction strategies
Beginners curious about GenAI and agent-based applications
AI tinkerers looking to build useful tools with no-code platforms
Anyone seeking hands-on experience with real AI applications
Curious AI Agent enthusiasts willing to build their own custom tools
Professionals looking for free alternative AI Agent building platforms
Those interested in the Dify AI platform
Let’s build your first AI agent together — and see what’s possible with the right tools.