SopaCosmica/kk-worlds-famous-meme-folder-searcher

The project allows the user to perform semantic search in a folder.

Managing the folder

• —Upload files into a cloudfare r2 storage
• —Delete files into a cloudfare r2 storage
• —When a new file gets uploaded its content gets summarized into text using gemini and saved into cloudfare
• —When a summary is generated it gets transformed into an embedding using a miniLM from hugging face and saved into cloudfate
• —When a file gets deleted its corresponding summary and embedding gets deleted

Searching

The user can input a search query

• —The query gets transformed into an embedding using the same miniLM
• —The output will be the files and summaries of the top K most similar embeddings to the search query
• —The output will show a preview of the files