finally published our latest research on text embeddings!
TLDR: Vector databases are NOT safe. 😳 Text embeddings can be inverted. We can do this exactly for sentence-length inputs and get very close with paragraphs...
finally published our latest research on text embeddings! TLDR: Vector databases are NOT safe. 😳 Text embeddings can be inverted. We can do this exactly for sentence-length inputs and get very close with paragraphs...
latest research on text embeddings!
TLDR: Vector databases are NOT safe. Text embeddings can be inverted. We can do this exactly for sentence-length inputs and get very close with paragraphs...
TLDR: Vector databases are NOT safe. Text embeddings can be inverted. We can do this exactly for sentence-length inputs and get very close with paragraphs...
jack morris • Tweet
They also released a really clean Python library for doing embedding inversion (https://github.com/jxmorris12/vec2text/) and some models for inverting openAI ada 2 embeddings.