Embeddings API
Embeddings API
Generate high-quality text embeddings for semantic search, RAG, and machine learning applications.
Best Practices
Optimize your embeddings workflow with batch processing, caching, RAG patterns, and performance tips.
Standard Embeddings
Generate embeddings for independent texts, search queries, and single sentences.
Contextualized Embeddings
Generate document-aware embeddings for chunks that share context, improving retrieval quality for document-based applications.