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OpenAI Responses API + Gradio + Huggingface - Ecommerce Product Descriptions Chatbot

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AI Generated Product Descriptions for Ecommerce

Custom OpenAI + Gradio + Huggingface Chatbot

Tools & Skills: ChatGPT, Engineer Prompting, Few-Shot Prompting

Click to View App

Problem:

It’s very time-consuming to manually create product descriptions for every new product launched. There are four product types each requiring a unique format to the product description. Business owners are a team of two, that are wearing all the hats and doing all the things… they don’t have the time to dedicate properly to crafting unique & funny on-brand product descriptions, nor can they afford to hire this out.

Solution:

They need a Custom chatbot that can write unique on-brand product descriptions that speak to their unique audience while maintaining their existing voice. This will dramatically improve and speed up the product listing creation process. This solution provides a copy/paste ready description that will require minor to no editing.

Implementation:

I created a CustomGPT on ChatGPT with heavily engineered prompting and context to include their unique requirements for product descriptions of their four different product types. Using few-shot prompting techniqes and providing context on the role of the GPT, intended audience, tone direction and language restrictions, the CustomGPT was optimized to meet project requirements.

I further iterated on this project to learn the new OpenAI Responses API and made an API Chatbot that is hosted on Huggingface with a simple UI from Gradio.

Screenshot of Custom OpenAI + Gradio + Huggingface Chatbot

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OpenAI Responses API + Gradio + Huggingface - Ecommerce Product Descriptions Chatbot

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