Javlonbek1233
19
0
85% credibility
Found May 25, 2026 at 19 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
TypeScript
AI Summary

FoodMap AI is a restaurant discovery app that helps you find places to eat based on how you're feeling. You tell it your mood, what you're craving, any dietary restrictions, and your budget, then an AI system ranks nearby restaurants to show you the best matches. The app includes a beautiful interactive map, an AI chatbot you can ask for recommendations in plain language, restaurant menus with photos, customer reviews, and the ability to book tables or simulate food delivery tracking. The app comes with sample restaurant data for the San Francisco area and works even without connecting to AI services, using simulated results as a fallback.

How It Works

1
🍽️ Discover nearby restaurants

You open the app and instantly see a beautiful map with nearby restaurants in your area, each with their cuisine type and ratings displayed.

2
Tell the app how you're feeling

You share your mood—whether you're adventurous, romantic, exhausted, or craving something sweet—along with your dietary needs and budget preferences.

3
🤖 AI finds your perfect match

The app uses AI to score every restaurant based on what you shared, ranking them by how well they match your current cravings and preferences.

4
Explore your options
🗺️
Explore on the map

Click restaurant pins on the map to see where they are and get quick highlights on distance and ratings.

💬
Chat with the AI advisor

Ask the AI assistant questions like 'I'm craving sushi' or 'what's good for a romantic date?' to get personalized recommendations.

5
📅 Book a table or order delivery

When you find a restaurant you love, you can reserve a table for a specific date and time, or start a simulated food delivery to track your order's progress.

🎉 Enjoy your meal!

You've found the perfect restaurant, made your reservation or ordered delivery, and your food adventure is ready to begin.

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Star Growth

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AI-Generated Review

What is Amaliy-2?

FoodMap AI is a restaurant discovery platform built in TypeScript that helps users find dining spots based on their mood, dietary needs, and budget. The app uses Google Gemini to power two AI features: a matching system that scores restaurants against your preferences, and a conversational advisor that suggests places based on natural language queries. It includes an interactive map view, restaurant details with menus and reviews, reservation booking, and a simulated delivery tracker.

Why is it gaining traction?

The AI matching hook is the differentiator. Instead of just filtering by cuisine, you describe your mood ("Exhausted Workday") or craving ("thin crust, black sesame") and the system reorders results by relevance. The advisor chatbot adds a conversational layer that feels more natural than traditional search. The dark-themed UI with animated radar map gives it a premium feel that stands apart from typical restaurant apps.

Who should use this?

Frontend developers exploring AI integration patterns will find the Gemini API calls educational. Product teams building food or lifestyle apps can reference the matching algorithm and UI patterns. Anyone wanting a working example of React + Express + Gemini integration with structured output schemas has a solid starting point here.

Verdict

At 19 stars with minimal documentation, this is clearly an early-stage project rather than a production-ready library. The credibility score of 0.85% reflects that maturity gap. That said, the code is functional, the AI features work (with graceful fallbacks when no API key is present), and the UI is surprisingly polished for a small project. Worth exploring as a reference implementation, not as a dependency to ship.

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