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Build an AI Travel Agent [GenAI Project] Find the Best Flights, Hotels & Itineraries | Gemini Flash

10.2K views· 221 likes· 8:25· Apr 7, 2025

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AI agents, Autonomous AI, Agentic Design Patterns, how to create ai agent, how to build ai agent, how to build crew ai agent, how to create agno ai agent, ai travel planner, ai trip planning, ai flight booking, ai hotel finder, smart travel ai, ai travel assistant, budget travel ai, cheap flights ai, ai itinerary planner, ai travel agent, ai personalized travel, ai destination planner, smart ai travel app, ai tourism guide, ai travel tips, agentic ai travel, agno agentic ai, ai vacation planner, ❤️ Get your LLM+RAG [18+ Projects] E-Book Now: https://topmate.io/simranjeet97/1756027 ❤️ Get your Python from Scratch for AI/ML: FAANG Best Practice E-Book Now: https://topmate.io/simranjeet97/1767773 Can AI Agents create the perfect travel plan while saving you money? 🤖 YES! In this video, I’ll show you how to build an AI-powered travel planner that finds cost-optimized flights, hotels, attractions, and personalized itineraries based on your preferences. What You’ll Learn in This Video: 1. How AI agents search & optimize flights and hotels 2. How AI creates personalized travel itineraries with day-by-day plans 3. Using trip filters like themes, budget, visa requirements & hotel ratings 4. A full demo of the AI Travel Planner in action 5. Step-by-step guide to building this AI-powered travel assistant 📌 Before You Start! Make sure you understand AI agents before diving into the project! 📥 Project Prerequisites: 1. Understanding of AI agents [https://youtu.be/fJZd6gtXCV4] 2. Agentic AI Design Pattern Explained with Projects [https://youtu.be/5wKT4rO86kw] ⚡️ Ready to build your first stock market AI agent? Let’s get started! 💡 💬 Comment below if you have questions! Don't forget to LIKE 👍, SHARE 🔄, and SUBSCRIBE 🔔 for more AI projects! To get the Source Code, Follow me on GitHub: https://github.com/simranjeet97/AgenticAI_AIAgents_Course Book your call with me at topmate.io and learn how to harness the latest technology's power and speed up your learning process. Book your call at https://bit.ly/43TLDCD Follow me on Medium for the latest blogs and projects: https://bit.ly/3JGXqwc Playlists that make you skilled up 1. GenAI Full Course with LLM Fine Tuning and Evaluation: https://bit.ly/4bJwZla 2. Learn RAG from scratch with GenAI projects: https://bit.ly/3Zl47KD 3. Latest AI/GenAI Research Papers Explained: https://bit.ly/4huqEMT 4. RAG and LLM Use Cases in Finance Domain Projects: https://bit.ly/3AGSRQm 4. Prompt Engineering: https://bit.ly/42v376M 5. Financial Data Analysis and Financial Modelling: https://bit.ly/3OCWI5O 6. Artificial Intelligence Projects: https://bit.ly/3L8lhEi 7. Predict IPL 2023 Winner (End-to-End Data Science Project): https://bit.ly/3BfC3N9 8. Explainable AI (XAI) Machine Learning: https://bit.ly/3gsuIxb 9. Face Recognition: https://bit.ly/2YphpHm YouTube Keywords: genai projects, Generative ai projects, genai project, generative ai project, AI agent architecture, Autonomous AI agents, Multi-agent collaboration, AI pattern design,, Autogen framework, Agentic AI development, Dynamic AI systems, Intelligent agent design, Multi-agent system design, AI strategic planning, Agent reflection pattern, Tool use pattern, ReAct pattern, Planning pattern, Multi-agent pattern, AI project development, AI coding tutorials, AI self-reflection, Scalable multi-agent systems, AI agent evaluation, Real-time AI integration, Python automation scripts, AI innovation patterns, Agentic AI research, Krish Naik AI Agents, Krish Naik Agentic AI, Agno Agentic AI Framework, Agno AI Agents,

About This Video

In this project, I build an AI Travel Agent that behaves like a real “agentic” system: it takes your preferences (budget, theme, visa constraints, hotel ratings, etc.), searches across options, and then optimizes for cost and fit. The goal isn’t just to generate a pretty itinerary—it’s to design an agent workflow that can reason step-by-step: find flights, shortlist hotels, pick attractions, and finally stitch everything into a day-by-day plan. I’m using Gemini Flash for fast iterations, and I focus heavily on the system design thinking so you can reuse the same patterns for other agents. I also show a full demo of the travel planner in action and break down the building blocks you need before you start—especially understanding AI agents and common agentic design patterns. If you’ve been confused about how “autonomous AI” actually becomes a working product, this video is the blueprint: inputs → tool-driven search → filtering + ranking → itinerary synthesis. And if you want to go deeper, I’ve linked the prerequisites and the full source code so you can clone, run, and extend the agent into your own production-grade GenAI project.

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