HunarHaat

Agentic Ai Marketplace for Local Artisans

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HunnarHut: Agentic AI Marketplace for Local Artisans

Core Idea

HunnarHut is not just a marketplace. It is an agentic AI system that acts on behalf of artisans, making end-to-end decisions required to bring their craft online. Unlike static platforms, our system uses autonomous AI agents that perceive, decide, and act—minimizing the artisan’s workload to near zero.

Agentic AI Features

  1. Autonomous Product Content Agent

Observes raw product input (image or text).

Generates professional titles, SEO descriptions, and category tags.

Adapts language and style based on product type and market trends.

  1. Dynamic Pricing Agent

Analyzes competitor pricing, seasonal demand, and product category.

Recommends or directly sets an optimal selling price.

Continuously updates pricing as market data changes.

  1. Vision-to-Mockup Agent

Takes raw product images from artisans.

Enhances them using generative models (e.g., Stable Diffusion).

Creates professional mockups without photography.

Iteratively improves mockups based on user feedback loop.

  1. Marketplace Listing Agent

Compiles all generated product details.

Publishes directly onto the HunnarHut platform.

Handles tagging, categorization, and search optimization.

  1. Customer Interaction Agent (Future Scope)

Acts as a digital salesperson powered by LLMs.

Answers customer queries in natural language.

Provides personalized recommendations based on browsing history.

  1. Analytics and Feedback Agent

Continuously monitors product performance.

Provides artisans with simplified dashboards.

Suggests improvements in pricing, content, or product strategy.

Technical Stack

Frontend: React.js, TailwindCSS

Backend: Node.js with Express.js

Database: MongoDB

AI/Agents:

LLMs (GPT-based) for content generation

Vision models (Stable Diffusion) for mockups

Pricing models (regression + reinforcement learning)

Agent orchestration with LangChain / AutoGen

Deployment: AWS EC2, Docker containers

Workflow

\text{Raw Product Input} \;\; \xrightarrow{\text{Agent Pipeline}} \;\; \text{Content + Price + Mockup + Listing} \;\; \xrightarrow{\text{Marketplace}} \;\; \text{Customer}

Key Differentiator

Most platforms demand that artisans learn digital tools. HunnarHut inverts the model: our agentic AI learns from the artisan, handles all digital overhead, and autonomously ensures the product is market-ready.

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