Build & Deploy an AI-Powered Ecommerce Search Engine with Next.js 15, Hugging Face & Pinecone

Video Description

Transform your ecommerce search from basic keywords to AI-powered intelligence! In this step-by-step tutorial, you'll learn how to build and deploy a production-ready semantic search engine that understands what your customers actually mean. 🚀 What You'll Build: ✔ AI-powered search that understands natural language queries ✔ Semantic product discovery (no more exact keyword matching!) ✔ Fully deployable Next.js 15 application ✔ Scalable vector database with Pinecone ✔ Hugging Face AI integration 🛠 Tech Stack: ✔ Next.js 15 (App Router) ✔ Pinecone Vector Database ✔ Hugging Face Inference API ✔ TypeScript ✔ Tailwind CSS 📁 Source Code: https://buymeacoffee.com/dipeshmalvia/e/448825 🔥 Video contents... ENJOY 👇 0:00:00 - Intro 0:01:03 - Project Bootstrap & Walkthrough 0:02:24 - Hugging Face & Pinecone DB 0:05:08 - Understand Data Flow Diagram 0:08:15 - Setup & dependencies 0:09:25 - Setup .env & Pinecone 0:14:07 - Generate & Seed Products Vector in Pinecone Index 0:24:50 - Build Search API & Generate Embeddings 0:29:09 - Query Pinecone Index 0:33:55 - Home Page JSX 0:34:54 - Search Filter Component 0:39:23 - Product Grid & Product Card Component 0:45:30 - Testing and Fixing 0:49:27 - Deploy To Vercel 0:54:13 - Testing Deployed App 0:55:16 Outro 💡 Perfect For: ✔ Ecommerce developers ✔ Full-stack engineers ✔ AI enthusiasts ✔ Startup founders ✔ Product managers 🔗 Resources Mentioned: ✔ Pinecone: https://pinecone.io ✔ Hugging Face: https://huggingface.co ✔ Next.js 15 Docs: https://nextjs.org ⭐️ Crash Courses ⭐️ 🔗 Nodejs Crash Course - https://youtu.be/H9M02of22z4 🔗 React Crash Course - https://youtu.be/0riHps91AzE 🔗 JavaScript Crash Course - https://youtu.be/sptS-bgg8Ro 🔗 HTML5 Crash Course in 1 Hour - https://youtu.be/Aj3QFsmsagc 🔗 CSS Crash Course in 1 Hour - https://youtu.be/nYsk_U_A_lc 🔗 Social Medias 🔗 Twitter: https://twitter.com/IMDmalvia Facebook: https://www.facebook.com/programmingwithdipesh Instagram: https://www.instagram.com/dipeshmalvia LinkedIn: https://www.linkedin.com/in/dmalvia/ ⭐️ Tags ⭐️ - Stop Using Basic Search! Build AI-Powered Semantic Search with Next.js & Pinecone - How I Built an AI Search Engine That Understands Meaning (Next.js + Pinecone Tutorial) - Build an AI Semantic Search Engine with Next.js 15, Pinecone Vector DB & Hugging Face - Full Tutorial - Build an AI Semantic Search Engine with Next.js 15 & Pinecone - Full Tutorial 2025 👉 Subscribe for more AI & web development tutorials! ⭐️ Hashtags ⭐️ #AI #NextJS #Ecommerce #Search #WebDevelopment Disclaimer: It doesn't feel good to have a disclaimer in every video but this is how the world is right now. All videos are for educational purpose and use them wisely. Any video may have a slight mistake, please take decisions based on your research. This video is not forcing anything on you.