Summary
Provides personalized product suggestions based on user intent, past interactions, and shop-aware inventory, enabling conversational product discovery via text or image queries.
Description
The Recommendation Engine Agent powers intelligent retail discovery by matching user needs with available products. It interprets customer queries (“I want a pair of running shoes under $100”) or processes images uploaded through the Image Upload Agent to find visually similar items. Leveraging the shop-aware retail database, it ensures recommendations are tied to actual stock availability, filtered by the customer’s selected shop or across all locations. The agent integrates anonymization to protect sensitive queries, while external LLMs like GPT-4o provide natural, conversational presentation of suggestions. This agent also collaborates with the Cart and Order Agents, enabling customers to add recommended items directly to their shopping cart.
Features
- Orchestration of all image-related workflows.
- Validation of file type, size, and metadata before processing.
- Automatic routing of uploaded images to claims, returns, or search agents.
- Integration with Azure Blob Service for secure storage.
- Anonymization of metadata before external processing.
- Error handling with retry logic to ensure reliability.
- Confirmation messages to users for successful uploads.
ROI & Benefits
- Reduce image handling errors by 50% with automated validation and retries.
- Improve process efficiency by 35% by linking uploads directly to retail workflows.
- Enhance compliance with anonymized metadata management.
- Boost customer confidence through instant confirmations and transparent flows.
Prerequisites
- DRUID bot configured with image upload permissions.
- Azure Blob Service enabled for storage.
- DRUID LLM Becus 1.0 for metadata anonymization.
- GPT-4o for conversational integration.
- Claims, Returns, and Product Search workflows configured in solution.
Integrations
DRUID Data ServicesDRUID LLM Becus 1.0GPT-4oAzure Blob Service
Services
- Image-flow
- Workflow-orchestration
- Claims
- Returns
- Product-search
- Automation
- Retail
Found in Solutions (0)
This agent is not part of any published solutions.