NAME
get-embeddings.pl - Get embeddings from the OpenAI API
SYNOPSIS
perl get-embeddings.plDESCRIPTION
When working with LLMs, strings are first tokenized and then converted into embeddings. Sometimes, when working with other tools, they expect embeddings instead of the strings. This script demonstrates how to get embeddings from the OpenAI API using the `createEmbedding` method.
MODELS
text-embedding-3-small
This model is the most cost-effective, optimized for latency and storage. This is 5x cheaper than text-embedding-ada-002 ($0.00002 per 1k tokens).
1536 dimensions
text-embedding-3-large
This model is priced higher and is best suited for tasks requiring high accuracy.
$0.00013 per 1k tokens.
Up to 3072 dimensions
text-embedding-ada-002
This model falls between the two in terms of pricing.
$0.0001 per 1k tokens.
1536 dimensions