Sofia

🚀 I developed an AI-powered chatbot for eCommerce using RAG and AI agents 🤖

I built an intelligent chatbot for an online store using Retrieval-Augmented Generation (RAG) and an AI agent to provide accurate and context-aware responses about the store’s products and policies. How does it work?

• It processes documents (such as policies and terms) and stores them in a vector database for semantic search.
• It retrieves data from Google Sheets, including product names, descriptions, prices, and purchase links.
• By leveraging RAG and embeddings, the chatbot can better understand queries and deliver relevant information in real-time.

💡 This solution enhances the user experience by providing quick and accurate responses with direct access to key information. 📽️ Check out the video where I explain how I built it!