discourse-ai/lib/modules/embeddings/models/text_embedding_ada_002.rb

49 lines
884 B
Ruby

# frozen_string_literal: true
module DiscourseAi
module Embeddings
module Models
class TextEmbeddingAda002 < Base
class << self
def id
2
end
def version
1
end
def name
"text-embedding-ada-002"
end
def dimensions
1536
end
def max_sequence_length
8191
end
def pg_function
"<=>"
end
def pg_index_type
"vector_cosine_ops"
end
def generate_embeddings(text)
response = DiscourseAi::Inference::OpenAiEmbeddings.perform!(text)
response[:data].first[:embedding]
end
def tokenizer
DiscourseAi::Tokenizer::OpenAiTokenizer
end
end
end
end
end
end