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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 views • 3 years ago •via X (Twitter)

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Peter3 years ago

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.

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Peter3 years ago

Inspired by @akilian, powered by @trychroma

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Britton Winterrose3 years ago

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

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Peter3 years ago

@trychroma hahah true, but it all runs locally!

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shai3 years ago

@trychroma This is huge

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Peter3 years ago

@trychroma HUGE

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Vanero3 years ago

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

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Peter3 years ago

@trychroma 👀

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Miles3 years ago

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

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Peter3 years ago

@trychroma Make it into a dating app

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