E-commerce / Agentic AI 2026
An agentic shopping assistant with four retrieval strategies as tools, and no capability to create a billable order without human sign-off.
Agent tools exposed over MCP 8
Retrieval strategies 4 LangChain MCP Elasticsearch Neo4j Vector search SQLAlchemy Alembic View case study Fashion retail / Influencer marketing 2026
Built on a company's own catalogue: compose outfits from its products, then pick the influencer marketing portfolio that best fits them under a budget.
Compatibility AUC (held-out) 0.888
Outfits used for training 27,000 Marketing Influencer marketing Marketing budget allocation Fashion-CLIP Vision-language models Multimodal retrieval OutfitTransformer View case study