{"repo":"AmirLayegh/procurement-ai-assistant","free":true,"listed":false,"github":"https://github.com/AmirLayegh/procurement-ai-assistant","clone":"git clone https://github.com/AmirLayegh/procurement-ai-assistant.git","description":"🏆 AI Procurement Assistant - Google Cloud Sweden Hackathon Winner. Natural language search for retail buyers using Superlinked semantic search.","language":"TypeScript","stars":33,"topics":["hackathon-winner","information-retrieval","large-language-models","procurement","semantic-search","vector-database","e-commerce","retail"],"license":"MIT","category":"databases-storage","readme_excerpt":"🛒 Procurement AI Assistant 🏆 Firebase Studio Enterprise Vibe Coding Hackathon Winner 2025 Part of Google Cloud Sweden Region Launch Empowering retail buyers with AI-powered semantic search for intelligent procurement decisions. 🎯 Overview Procurement AI Assistant transforms how retail buyers make purchasing decisions by providing instant, intelligent insights through natural language search. Instead of waiting days for engineering teams to provide data, buyers can now ask questions like \"Show me sustainable dresses under $50 with reliable suppliers\" and get actionable results in seconds. ✨ Key Features - 🗣️ Natural Language Search - Query using plain English - ⚡ Instant Results - Sub-3-second response times - 📊 Smart Analytics - Supplier reliability, profit margins, return rates - 🎯 Dual Purpose - Serves both procurement and marketing teams - 🔍 Vector Search - Powered by advanced semantic understanding 🏗️ Architecture Tech Stack - Backend : Python 3.11, Superlinked Framework, FastAPI - Frontend : Next.js + TypeScript (Production) Streamlit (Local Development) - AI/ML : OpenAI GPT-4, Sentence Transformers, Vector Search - Database : Qdrant Vector Database - Infrastructure : Google Cloud Run, Firebase Hosting - Data : Product catalog with enriched supplier metrics (Google Analytics 4 BigQuery dataset) 📋 Prerequisites - Python 3.11+ - Node.js 18+ (for production frontend) - Streamlit (for local development) - Google Cloud Platform account - OpenAI API key - Qdrant Cloud","default_branch":null,"files":null,"tree":[],"storefront":"/r/AmirLayegh","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/AmirLayegh/procurement-ai-assistant/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}