Embedding Generation
Generate embeddings from text, images, and multimodal data with intelligent caching.
Text Embeddings
Generate embeddings from text:
SELECT embed_text('Hello world') AS embedding;
Specify model:
SELECT embed_text('Hello world', 'all-MiniLM-L6-v2') AS embedding;
Batch Generation
Generate embeddings in batches:
SELECT embed_text_batch(ARRAY['First text', 'Second text']) AS embeddings;
Caching
Embeddings are automatically cached to improve performance:
SELECT * FROM neurondb.embedding_cache_stats;
Learn More
For detailed documentation on embedding models, providers, caching strategies, and multimodal embeddings, visit:
Embedding Generation Documentation
Related Topics
- Model Management - Manage embedding models
- Vector Search - Index and search embeddings