Project Overview
This prototype replaces traditional search bars with a stateful AI Sales Agent that handles the entire shopping journey through natural language. Utilizing LangChain and GPT-4o, the agent intelligently maps user intent to real-time cart actions and application state updates. It moves beyond simple chat to create a truly agentic experience where the storefront reconfigures itself based on the conversation.
Key Features
Natural Language Interface
Full conversational control over the shopping experience.
Stateful Interactions
The agent remembers context and manages the cart across multiple turns.
Real-time Synchronization
Instant UI updates as the agent performs actions.
Technical Workflow
Intent Analysis
GPT-4o parses natural language to identify shopping intent and constraints.
Tool Execution
The agent calls specific functions to query products or modify the cart.
State Update
The application state is updated, triggering reactive UI changes.
Technical Specs
LangChain, GPT-4o, FastAPI, Next.js
Stateful Agentic Workflow
Internal R&D / Prototype