Vibe + VSCode + Codex = Search UI

From the creator

In the previous video, we built a simple BM25-based search using Vespa, but we didn’t have a proper user interface. Today, we’re fixing that! 🎉 In this video, we vibe-code a modern and clean UI for our local search engine using: • FastAPI • HTML • CSS • JavaScript • PyVespa • Uvicorn By the end of the video, you’ll see a fully working search interface capable of querying 250K+ documents super fast: all running locally! 😎 What we did in this episode ✔️ Created a clean UI with responsive search input ✔️ Added result cards & styling for a modern look ✔️ Added a control to change maximum number of search results ✔️ Moved static assets into templates / static folders ✔️ Integrated search from the UI using PyVespa Example queries 🔍 “pizza with pineapple” 🔍 “learning python” 🔍 “New York hotel” The performance is amazing, thousands of results in milliseconds! Code: https://github.com/abhishekkrthakur/search Please subscribe and like the video to help me keep motivated to make awesome videos like this one. :) Follow me on: Twitter: https://twitter.com/abhi1thakur LinkedIn: https://www.linkedin.com/in/abhi1thakur/ Kaggle: https://kaggle.com/abhishek

Choose to Build with AI
Matched to RAG

AI Maker Residence 3

The third AI workshop taught by our legendary teacher, Nick Sarafa. This is a full-day hands-on training workshop for purposeful co-creation with AI using Claude Code. Imagine having access to hundreds of billions of dollars of computing power and knowing exactly how to make it work for you through the power of super intelligence.

◆ Fri 09 Oct 2026 ◆ KOKO Cafe, London ◆ With Nick Sarafa
AI Maker Residence 3
Live event
AI Maker Residence 3
Fri 09 Oct 2026

More like this

Running one yourself?

List your AI event,
wherever it is.

A meetup, a workshop, a hackathon, a conference. Any city, or online. Tell us about it and it lands in front of people already learning this stuff.