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embeddings-benchmark/mteb

MTEB: State-of-the-art evaluation of embeddings across languages and modalities

Apache-2.0Python
Stars
3.5k
Forks
739
Open issues
291
Last push
today

About mteb

mteb is a free, open-source RAG and AI search tool by embeddings-benchmark, written mainly in Python. MTEB: State-of-the-art evaluation of embeddings across languages and modalities. It has 3.5k GitHub stars and 739 forks, and was last updated today. It's released under the Apache-2.0 license, a standard open-source license.

License
Apache-2.0
Language
Python
Stars
3,470
Last update
today
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not stated
Self-hostable
Yes

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mteb FAQ

Is mteb free?

Yes. mteb is open source and free to use. It's released under the Apache-2.0 license, a standard open-source license.

Does mteb run on a Mac?

The project doesn't say. Check its installation guide before you start.

Does mteb need a GPU?

The project doesn't state hardware needs. AI models generally run much faster with a GPU.

Is mteb still maintained?

Yes. It was last updated today and has 291 open issues on GitHub.

What are alternatives to mteb?

Similar free, open-source tools include meilisearch, qdrant, txtai, FlagEmbedding.

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