What Are Embeddings?
Embeddings convert text into numerical vectors that capture semantic meaning.
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LearnStep 1 of 4
Understanding Embeddings
Learning Objectives
- •Understand embeddings
- •Implement similarity search
- •Optimize retrieval quality
Lesson Outline
LearnStep 1/4
Understanding Embeddings
text
Similarity Search
python
Embedding Models
| Model | Dimensions | Use Case |
|---|---|---|
| text-embedding-3-small | 1536 | General purpose, cost-effective |
| text-embedding-3-large | 3072 | Higher quality, more expensive |