Tag: embeddings
All the articles with the tag "embeddings".
Comparing Popular Embedding Models: Choosing the Right One for Your Use Case
Published: at 01:42 AMEmbeddings are numerical representations of text, images, or other data types, capturing semantic meaning in a vector space. Selecting the right embedding model is crucial for achieving optimal performance in tasks like semantic search, recommendation systems, clustering, classification, and more.
Storing and Querying OpenAI Embeddings in PostgreSQL with pg_vector
Published: at 02:12 AMhow to effectively store, index, and query embeddings generated from OpenAI's `text-embedding-3-small` model using PostgreSQL's `pg_vector` extension.
The Best Way to Chunk Text Data for Generating Embeddings with OpenAI Models
Published: at 01:12 AMBest practices for chunking text data for generating embeddings using OpenAI models with a practical implementation in typescript