Create Stunning Mermaid Diagrams with AI Agents (smoagents)

Join AI Dev Skool & Launch Your AI Startup Today! https://skool.com/ai-software-developers is the community for founders, builders, and AI innovators ready to take their projects to the next level. If you're launching an AI startup or working on a side project, stop wasting time on endless tutorials and start focusing on what really matters. Inside AI Dev Skool, you'll: ✅ Get expert guidance on the best AI frameworks ✅ Cut through the hype and go straight to what works ✅ Maximize your time with curated resources and real-world insights ✅ Build strong connections with like-minded developers and founders Our best members actively engage, share, and build—gaining skills while turning ideas into real businesses. If you're serious about AI development and want a shortcut to success, this is the place for you. 🚀 Join now and start building smarter: https://skool.com/ai-software-developers Welcome to the second episode of AI IN ACTION, where we solve real-world problems using cutting-edge AI tools! 🚀 In this tutorial, we’ll build an AI-Powered Diagram Generator using smolagents and Mermaid. This tool converts text prompts into Mermaid diagrams, generates images, and displays them in a user-friendly Gradio interface. 🔍 What You’ll Learn: 1️⃣ How smolagents simplifies building multi-step AI agents. 2️⃣ How to generate Mermaid.js scripts dynamically from text prompts. 3️⃣ How to render diagrams as images using Python (Pillow library). 4️⃣ How to integrate everything into a Gradio-based web app for seamless user interaction. 💡 Use Case: Struggling with inconsistent AI-generated diagrams? This tutorial tackles this challenge by creating reliable, automated workflows for generating diagrams like: 🚀 Sequence Diagrams 🚀 Flowcharts 🚀 State Diagrams 💻 Tools and Frameworks: 🚀 smolagents: A Hugging Face library for building multi-step agents. 🚀 Mermaid.js: A popular JavaScript library for diagram generation. 🚀 Gradio: A Python library for building easy-to-use web interfaces. 🌟 Why Watch This? 🚀 Whether you’re a software engineer, architect, or AI enthusiast, this tutorial demonstrates how to save time and boost productivity by automating diagram creation. Stop relying on clunky tools—start building smarter workflows today! 🚀 AI in Action Series: - Part 1: https://youtu.be/wzcB8_xPdQs - Part 2: https://youtu.be/D7r1PtkxNYg 💻 What You’ll Learn: 1️⃣ Why invoice processing is essential for decision-making and scalability. 2️⃣ How LangGraph’s graph-based workflows enable error-resistant, modular AI pipelines. 3️⃣ Step-by-step implementation of: What agents are you building? Join the conversation at https://discord.gg/eQXBaCvTA9 🔗 Links & Resources: - Skool: https://www.skool.com/ai-software-developers - Code the Revolution: Newsletter - https://aidev9.substack.com - Discord server: https://discord.gg/eQXBaCvTA9 - smolagents - https://huggingface.co/docs/smolagents Timecodes: 00:00 - Welcome Mermaid with smolagents 00:42 - Introduction 01:08 - Business case for diagrams 01:16 - AI diagram generation fails 01:32 - Introducing AI IN ACTION 02:08 - Introducing smolagents from Hugging Face 02:28 - Why smolagents? 02:50 - smolagents in action 03:26 - Discord server 03:35 - Coding Tutorial 07:18 - Login sequence diagram 13:12 - E-commerce sequence diagram 14:00 - Login with Okta sequence diagram 14:30 - Mindmap 15:52 - Pie chart 17:26 - Gantt chart 18:45 - Component diagram 19:50 - State diagram 21:36 - Inspect saved images 23:13 - Bonus example 26:00 - Image generation 27:00 - Cute puppies 28:32 - Hedgehog 29:24 - Cats in a Ferrari 30:30 - Summary #ai #openai #pydantic #ollama #langgraph #smolagents #huggingface #mermaid #mistral #llm #developer #software #tutorial #genai #llama #local #private #chatgpt #prompt #promptengineering #ai #gradio