What is the cheapest way to generate text embeddings? And how do they compare to OpenAI?
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The video is going to explore the world of open source embedding models, how to use them, and how they compare to OpenAI's text-embedding-ada-002.

Source code: [ Ссылка ]

Sentence Embeddings (SBERT): [ Ссылка ]
MTEB Leaderboard: [ Ссылка ]

00:00 Intro
02:02 Project setup
03:29 Embeddings 101
05:07 Server-side Embeddings
06:14 SBERT & Hugging Face
10:22 Sentence Transformers Models
17:18 MTEB
28:35 Inference API
55:37 Transformers.js
1:10:38 Embeddings in the Browser
1:20:19 The Future of Embeddings
1:24:23 Thanks for watching!

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