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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:

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Peter

5,124 subscribers

152,856 Aufrufe • vor 3 Jahren •via X (Twitter)

Wissenschaft & TechnologieNachrichten & PolitikBildung
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10 Kommentare

Profilbild von Peter
Petervor 3 Jahren

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.

Profilbild von Peter
Petervor 3 Jahren

Inspired by @akilian, powered by @trychroma

Profilbild von Britton Winterrose
Britton Winterrosevor 3 Jahren

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

Profilbild von Peter
Petervor 3 Jahren

@trychroma hahah true, but it all runs locally!

Profilbild von shai
shaivor 3 Jahren

@trychroma This is huge

Profilbild von Peter
Petervor 3 Jahren

@trychroma HUGE

Profilbild von Vanero
Vanerovor 3 Jahren

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

Profilbild von Peter
Petervor 3 Jahren

@trychroma 👀

Profilbild von Miles
Milesvor 3 Jahren

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

Profilbild von Peter
Petervor 3 Jahren

@trychroma Make it into a dating app

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