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AI · September 16, 2024

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Sisi – Semantic Image Search CLI tool, locally without third party APIs

I wrote this tool to get familiar with CLIP model, I know many people have written similar tools with CLIP before, but I'm new to machine learning and writing a classic tool helps my study. The unusual thing with my version is, it is in pure Node.js, with the power of node-mlx, a Node.js machine learning framework. The repo in the link is mostly about implementing indexing and CLI, the code of the model implementation lives as a Node.js module: https://github.com/frost-beta/clip . Hope this helps other learners!

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In plain words

Sisi is a command-line tool for searching images by text description, running entirely on a user's computer without external APIs. Built in Node.js using the node-mlx machine learning framework, it implements the CLIP model for semantic image search. The tool separates indexing and CLI functionality from the core model code, which is available as a standalone Node.js module, making it useful for developers learning machine learning concepts.

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