Football Match Predictions: Build An Ai Agent With Dify

Football AI Agent with Dify: No-Code, RAG, LLMs & Data. Build a Football Match Prediction Agent

What you'll learn

Learn how to build a sports prediction AI agent using Dify AI's no-code workflow

Understand how to connect data sources and build RAG pipelines for smarter predictions

Deploy a fully functional football match prediction app using agentic AI

Gain hands-on experience with AI tools to automate prediction and analysis tasks

Requirements

No coding experience required! Just basic computer skills and a willingness to explore AI tools. All tools used are free or offer a free tier.

Description

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 pipelinesConnect and structure real football match dataUse no-code tools to design, test, and improve predictionsDeploy and share your working AI app for real-world useBy 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 strategiesBeginners curious about GenAI and agent-based applicationsAI tinkerers looking to build useful tools with no-code platformsAnyone seeking hands-on experience with real AI applicationsCurious AI Agent enthusiasts willing to build their own custom toolsProfessionals looking for free alternative AI Agent building platformsThose interested in the Dify AI platformLet’s build your first AI agent together — and see what’s possible with the right tools.

Overview

Section 1: Introduction

Lecture 1 Introduction to Dify

Lecture 2 Getting Started and Exploring Templates

Lecture 3 Dify from scratch exploration

Section 2: Football API

Lecture 4 All matches

Lecture 5 Single match

Lecture 6 Home and away match

Section 3: AI Agent Initialization

Lecture 7 Start the Agent Pipeline

Section 4: Agent Internals

Lecture 8 Match data extraction

Lecture 9 Variables assignment

Lecture 10 Home extraction part 1

Lecture 11 Home extraction part 2

Lecture 12 Away extraction

Section 5: LLM Agent

Lecture 13 LLM predictor

Lecture 14 Making predictions

Section 6: Deployment and testing

Lecture 15 Publish app

Lecture 16 Hosting AI Agent online

Lecture 17 Match result verification

Section 7: Where to go from here

Lecture 18 Where to get public endpoints

This course is for sports bettors, AI enthusiasts, and beginners who want to build real AI apps without writing code. Whether you're curious about sports predictions, want to automate your betting tips, or are exploring AI workflows like Dify, this course is made for you. Perfect for beginners, entrepreneurs, and content creators looking to integrate AI into real-world applications.