Introducing: iMessage Embeddings 💬 with Chroma In just 30 seconds, automatically embed your entire iMessage history for 1. Searching, 2. Clustering, 3. Classifying, and 4. Visualizing your message history Try it here:

Clustering approach: 1. Retrieve the messages from Chroma, 2. reduce their dimensionality using UMAP, and 3. cluster them using HDBSCAN. For each identified cluster, the top keywords and topics are extracted using tf-idf and LDA respectively.

Inspired by @akilian, powered by @trychroma

@trychroma Sounds cool but I wouldn’t even trust my mom with my iMessage data

@trychroma hahah true, but it all runs locally!

@trychroma This is huge

@trychroma HUGE

@trychroma Great, now let's do that with outlook pst files and email

@trychroma 👀

@trychroma PETER YOUVE DONE WHAT IVE WANTED TO DO FOR AGES

@trychroma Make it into a dating app