🤖 AI similarity feature

No content duplication allowed

The AI algorithm we are using currently doesn't allow the users to post the content already existing on our platform, we accomplish this by using the content similarity detection with our AI algorithm. This ensures the user content rights are protected.

How it actually works?

We have used a very complex approach to solve the problem of content duplication on social media platforms using AI. we are implementing a deep learning approach using RESNET50 to generate the image embeddings, and store these custom embeddings in the chromadb vector database. This way we handle large amounts of unstructured data. These embeddings are compared in realtime using the cosine similarity algorithm. This computes an overall value between 0-1 which indicates the level of content plagiarism.