Over the past weeks, I built and launched a sophisticated multi-agent retail operations platform powered by Google's Agent Development Kit (ADK) and Elastic's hybrid search—combining vector, semantic, and traditional search in real time.
👥 What makes it unique?
- Multi-agent orchestration: Each specialized agent (Product Search, Review Analysis, Inventory, Shopping, Customer Support) works in harmony, managed by a central Coordinator Agent.
- Conversational Intelligence: Handles natural language queries like “Show me blue summer dresses under $50 with good reviews in stock at my local store”—and delivers accurate, actionable results.
- Cutting-edge tech: Google ADK, Gemini 2.0 Flash, Elastic kNN vector search, image-based product search (ImageBind embeddings), real-time dashboard UI, FastAPI backend, and more.
- Real-world impact: Streamlines retail experience—instant product discovery, inventory insights, review analysis, FAQ support, and analytics.
Thanks to cutting-edge AI, this project brings together semantic/visual search, natural language capabilities, and enterprise-grade scalability for the next generation of retail operations!
Would love to connect with retail tech enthusiasts, AI practitioners, and anyone interested in multi-agent systems for real-world applications.
#ConversationalAI #GoogleADK #ElasticSearch #RetailTech #AI #MultiAgentSystems #GenAI #Gemini