Get things done and solve real problems with GenAI
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Master GenAI to get things done and solve real-world problems. Explore how generative AI can streamline workflows, enhance productivity, and create innovative solutions.
At a Glance
Think LLMs are over-hyped and not practical for real-world problems? Discover how Generative AI can solve real challenges using LangGraph. Move beyond basic chatbots, adding real value to our fictional company, Tech Cafe. Learn to integrate LLMs into Node.js applications, implement image processing, set up cron jobs for dynamic system updates, and apply AI-driven insights for dynamic pricing. You’ll also explore Human-In-The-Loop (HITL) systems. This project equips you with the skills and techniques to harness the true potential of LLMs and make a tangible impact in real-world applications.
A Look at the Project Ahead
- Integrate a Large Language Model (LLM) into a Node.js application
Learn how to seamlessly incorporate LLMs like Llama 3.2 and Granite models provided by watsonx.ai into your applications. - Implement multiple LangGraph-based workflows for complex and modular code flows
Understand how to structure AI-driven workflows using LangGraph to create flexible and maintainable code. - Implement image processing using a Large Language Model (LLM)
Use LLMs to analyze images for real-time data, such as counting foot traffic to adjust cafe operations. - Set up a cron job to periodically update system state
Automate tasks to keep your application responsive to changing data and conditions. - Implement dynamic pricing based on AI-driven insights
Adjust prices in real-time using AI insights to maximize profitability and efficiency. - Implement Human-In-The-Loop (HITL)
Incorporate human oversight into your AI workflows to improve accuracy and trustworthiness.
Why This Project Matters
What You’ll Need
- Basic knowledge of JavaScript and Node.js
Familiarity with Node.js will help you navigate and modify the application code. - A Modern Web Browser
The platform works best with current versions of Chrome, Edge, Firefox, or Safari.
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