🛍️ ShopTheLook

ShopTheLook is an AI-powered fashion assistant that transforms your mood, vibe, or occasion into stylish outfit images—and helps you shop the look instantly. Powered by Google's Gemini multimodal API, Stable Diffusion, and real-time product search via SerpAPI, this project delivers a seamless "mood-to-outfit-to-shopping-cart" experience.

✨ Features

• 🎯 Prompt Refinement: Gemini refines vague user input (e.g., "cosmic streetwear") into detailed prompts for image generation.
• 🎨 Outfit Generation: Uses Stable Diffusion to generate high-quality, on-theme fashion visuals.
• 👁️ Multimodal Image Analysis: Gemini vision analyzes images and produces SEO-friendly shopping phrases.
• 🛍️ Real-Time Shopping Integration: Uses SerpAPI to fetch Google Shopping results for analyzed outfits.
• 🧠 Vector Caching: Pinecone stores prompt-image-search triplets for faster repeat queries.
• ☁️ Cloud-Based Storage: Google Cloud Storage hosts generated images and makes them instantly shareable.

🔧 Tech Stack

• Gemini API (Text + Vision) – Prompt refinement and image description
• Stable Diffusion (HuggingFace) – Fashion image generation
• SerpAPI – Real-time product search
• OpenAI Embeddings + Pinecone – Smart caching for performance
• Google Cloud Storage – Hosting generated images
• LangChain – Workflow orchestration
• Python, Google Colab – Development environment

🚀 How It Works

1. User enters a mood, occasion, or style prompt.
2. Gemini refines the input into a more detailed fashion concept.
3. Stable Diffusion generates outfit images based on the refined prompt.
4. Gemini vision analyzes images to generate search-optimized fashion phrases.
5. SerpAPI fetches real-world shopping results based on those phrases.
6. The output includes generated images and links to purchase similar styles.

📸 Sample Output

Input Prompt: "Saturn vibes"
Gender: Male
Age: 24

Generated Images:

• Hosted on Google Cloud Storage

Gemini Analysis:

• "lace midi fit and flare wedding dress"
• "lace midi dress puff sleeves"

Shopping Results:

• Grace Loves Lace Jones Crepe Dress – $2,900
• Lulus Lace Puff Sleeve Dress – $69.00

🛠️ Installation & Setup

Project is currently built in Google Colab with access to external APIs.

1. Clone or open the notebook in Google Colab.
2. Install the required libraries:

pip install pillow torch diffusers google-cloud-storage langchain \
pinecone-client google-generativeai serpapi tiktoken