Compare Embedding Models for RAG

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Problem

Scenario

You are working on a Generative AI system that depends on semantic search over internal documents. The team has tried a few embedding models and now wants a clear explanation of which ones you used, why you chose them, and how they affected retrieval quality.

Question

Walk me through the specific embedding models you utilized in your last Generative AI project.