1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

3rd Place Solution for HomeDepot Product Search Results Relevance Competition on Kaggle.

Framework for building Commerce Search Solutions around open source search technology like Elasticsearch

Simple RAG implementation from scratch using MCP, focusing on Perception, Memory, Decision and Action

This code repo demonstrates how to use the word embedding model from Azure OpenAI Service to perform a semantic search on a grocery store dataset. This enhanced/completed version used Streamlit to build a web user experience to semantic search and display the most relevant items

MagnificShop is a dynamic product searcher built with Javascript Vanilla, HTML5 and CSS.

SAP CX Visual Search UI component is an extension of SAP Commerce Cloud, composable storefront. This is a reference implementation for customers to use as a library or other custom implementations.

SAP CX Intelligence & Incubation (CXII) Commerce extension is required to configure the tenant credentials in Commerce Backoffice. This is required for enabling configurations for CXII UI components like SAP-samples/cxii-visual-search-ui-component.

Seamless Flutter e-commerce app for scalable shopping with Firebase

This module aims to make documents searchable with product keywords in Magento 2.

Django + OpenSearch product search API with tag filtering and semantic vector support

AI-powered chatbot for querying supplier and product data using natural language. Built with React, FastAPI, and OpenAI.

🛍️ E-commerce web application

when user click on search button. search page show. when customer type product name. all related product filter and also search by voice.

Unofficial implementation of model from Embedding-based Product Retrieval in Taobao Search

Product Search API is a robust application that enables users to search for products using regular expressions and multiple filters including category, name, price, and date. The API is designed to offer an efficient and responsive search experience with a modern user interface featuring debounced input for smooth performance.

FiCo – Find&Compare is a lightweight Single Page Application (SPA) that helps you find the best-priced products and compare different sellers and product conditions — all in one place.

Neural semantic search engine using BERT embeddings for intelligent product discovery and query-to-product relevance scoring

Angular CLI with Angular Components, Flex Layout and Lowgular Material Templates starter kit

🛒 Blinkit Admin Clone — A powerful backend dashboard for managing products, orders, and categories in a modern grocery delivery app, built with Firebase, MVVM & pure XML. 🚀