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@yoboBUETGenesis

yoboBUETGenesis

ShopGenie

Motivation

ShopGenie is an AI powered market-place where you can find any product easily. You don't need to know about the brand, the shop or any detail. Just tell us how the product is like and BAM! You will see it before your eyes. We enable multimodal searching features. You can search with text, image or voice. You can use more than one searching feature at the same time. Maybe in image, you give a shirt and in text you may write, 'I want the same shirt but in blue color'. And then you will see the magic. Also we have recommendation model based on your preference. Last but not the least, we have sentiment-analysis on product review

Main Features

Multimodal search
Vector-DB integration
Sentiment Analysis
Recommendation System

Tech-Stack

OpenAI (for generating embedding and filtering the most relevant products)
Qdrant (for hosting the vector database on cloud)
Gemini (for analyzing query image)
Roboflow (for using api service of CLIP-VIT-B-32 model)
Sveltekit (as Meta framework)
Supabase (for database)
Beautiful Soup for web scraping

Flow of project

We scraped product list from different famous shopping sites like Aarong, Allen-solly, Infinity, Apex ...
Check out The entire dataset from here
We created vector database and hosted in Qdrant
The UI part
Individual repositories contain details

Popular repositories Loading

  1. ShopGenie ShopGenie Public

    ShopGenie is an AI powered shopping assistant. It harnesses the power of LLM and RAG for finding a product easier than ever. This repository is the main application for the project.

    Svelte 3 1

  2. vectordatabase vectordatabase Public

    This repository deals with vector database preparation.

    Jupyter Notebook 1

  3. scraper scraper Public

    Python scripts to scrape different clothing websites

    Python

  4. image-embed-server image-embed-server Public

    Python

  5. .github .github Public

Repositories

Showing 5 of 5 repositories
  • .github Public
    yoboBUETGenesis/.github’s past year of commit activity
    0 0 0 0 Updated May 9, 2024
  • vectordatabase Public

    This repository deals with vector database preparation.

    yoboBUETGenesis/vectordatabase’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated May 9, 2024
  • ShopGenie Public

    ShopGenie is an AI powered shopping assistant. It harnesses the power of LLM and RAG for finding a product easier than ever. This repository is the main application for the project.

    yoboBUETGenesis/ShopGenie’s past year of commit activity
    Svelte 3 1 0 0 Updated May 9, 2024
  • yoboBUETGenesis/image-embed-server’s past year of commit activity
    Python 0 0 0 0 Updated Apr 7, 2024
  • scraper Public

    Python scripts to scrape different clothing websites

    yoboBUETGenesis/scraper’s past year of commit activity
    Python 0 0 0 0 Updated Apr 6, 2024

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