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ShopStack.ai

AI-Powered Personal Shopper


About

ShopStack.ai helps users discover fashion items effortlessly. Simply describe what you're looking for:

"A maroon full-sleeve shirt under ₹1000 for a wedding"

ShopStack understands your query, searches online stores, and suggests the best matches.

⚠️ Note: The project is currently under development, with the backend AI and multi-store aggregation in progress.


Core Features

  • Natural Language Search – Describe outfits in plain text
  • AI-Powered Outfit Suggestions – Personalized recommendations
  • Image-Based Matching – Find visually similar items
  • Daily Fashion Feed – Keep up with the latest trends

Feature Breakdown

Feature What It Does
Image-to-Product Matching Upload an image → find visually similar items from online stores
Live Fashion Trend Tracker Daily/weekly trending outfits from blogs/social media
Event-Based Outfit Suggestions Get outfit suggestions by occasion (fest, interview, etc.)
Smart Filter Chat Chat-based refinement: “Can I get this in beige?”
AI Closet Integration Upload your wardrobe → get personalized outfit suggestions and shopping recommendations
Use Case Suggestions “Make me look taller” → LLM filters styles intelligently
Multi-store Aggregation + Price Comparison Show products across Myntra, Amazon, Ajio, etc. Compare prices

Tech Stack / APIs

Tool / API Purpose
Gemini Vision Process natural language descriptions into actionable queries
Gemini Refines AI prompts for better recommendation results
Tavily API Converts text queries into relevant product results
SerpApi Fallback search engine results (Google/Bing)
Fast API (backend) Handles image uploads and sends queries to the AI engine (under development)
React (frontend) Displays image previews, product matches, and user interface components
Firebase Cache product data or user searches for faster access
Pinecone Vector database to store embeddings and retrieve exact or visually similar product matches efficiently

Screenshots (Prototype)

Homepage:
Homepage

AI Features:
AI Features

Product Matching:
Product Matching


Development Status

  • Backend AI and multi-store aggregation: Under development
  • Frontend: Partially implemented, UI prototypes ready
  • Core AI query pipeline partially implemented
  • Improving recommendation logic and chat-based filters

Future Roadmap

  • Complete AI recommendation engine
  • User accounts & personalized wardrobe integration
  • Mobile responsive design
  • Social media sharing & wishlist features

Contact


Note: Screenshots and features shown are work-in-progress.

About

ShopStack.AI is an innovative AI-powered personal shopper designed to revolutionize the fashion discovery experience.

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