Embeddings Alternative to Ada-002

In the event that OpenAI’s operations become permanently disrupted, I want to be ready with an alternative to Ada-002. Any guidance would be appreciated.

There’s plenty. Embeddings are nothing extremely fancy.

Using Llama 2 models for text embedding with LangChain | by Simao Liu | Medium

For example.

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For a list of pretty much all known embedding models, including ada-002, check out the MTEB leaderboard

Currently ~115 models listed, along with their rankings.


Thanks, this is a very useful resource.

Cohere at the top for English, especially small-text-to-big-text like someone might need for, say, query to chunk or query to summary, same price as -ada.