RetailAgent - Agentic Retail Analytics System
Agentic Retail Analytics System
- Developed an agentic system enabling natural language queries over Statistics Canada retail datasets using LLM-driven reasoning.
- Integrated SQLite for structured data storage, ChromaDB for vector retrieval, and Gemini for natural language understanding and response generation.
- Achieved 0.90+ faithfulness and 4.6s average latency, validated using DeepEval benchmarking framework.
- Deployed as an interactive Streamlit application for real-time analytics and user interaction.
Tech Stack
User Interface
