Minish

We've just released our newest model: blink-8M 🚀

It's a drop-in replacement for potion-base-8M, and it beats every static model we compared on MTEB at 256 dimensions, including potion-base-32M and potion-retrieval-32M.

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We’ve just released Semble v0.3.0!

Biggest changes:

- Automatic disk caching: First search builds the index; later searches are (much) faster.
- Search more than code: new `--content` flag for searching docs, config, code, or all of them together.

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Today we're releasing Semble, a fast and accurate code search library built for agents 🤖!

We're also releasing potion-code-16M, a small code-specialized static embedding model that powers Semble.

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Model2Vec 0.7.0 is out now, as well as a blogpost on model size reduction techniques!

This release features a large number of ways to improve the distillation process.
- Vocabulary quantization
- Configurable pooling
- A number of small improvements and bugfixes

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We have a new website (and name): minish.ai

We’ve been working on an improved website for a while, and it’s finally here. It has documentation for all our packages as well as our blog. More things coming soon! 🚀