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Embedding Models: from Architecture to Implementation

Introduction
Video
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4 mins

Introduction to embedding models
Video
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4 mins

Contextualized token embeddings
Video with Code Example
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10 mins

Token vs. sentence embedding
Video with Code Example
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10 mins

Training a dual encoder
Video with Code Example
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13 mins

Using embeddings in RAG
Video with Code Example
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5 mins

Conclusion
Video
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2 mins

Quiz – Test your knowledge
Resource
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1 min

Appendix – Tips and Help
Code Example
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1 min