Skip to content

A conversational AI-based fashion discovery tool that personalizes outfit recommendations by analyzing user preferences, purchase history, and social media trends.

Notifications You must be signed in to change notification settings

adithya04dev/Customised-Fashion-Outfit-Generator

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Conversational Fashion Search System

A conversation search on fashion products and personalized results. Example:

Screenshots: Prompt ->Outfit Alt text

Suggesting changes
Alt text

Alt text

How it works? -Inititally insert the image/text clip embeddings of products in the Pinecone database.

-Gathering insights from prompts,user history using key value pairs generated by gpt-4o-mini.
Alt text
-Use the key value pairs to filter and search most similar product in the pinecone database.
Alt text

##Tech Stack
-Langchain Openai for prompt,history processing.
-Clip model for embeddings,Pinecone for vector database.
-FastAPI for backend. -React for frontend.

About

A conversational AI-based fashion discovery tool that personalizes outfit recommendations by analyzing user preferences, purchase history, and social media trends.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published