eed2eaceb0
Co-authored-by: aakashb95 <aakash@chatwoot.com> Co-authored-by: Shivam Mishra <scm.mymail@gmail.com>
23 lines
640 B
Ruby
23 lines
640 B
Ruby
require 'openai'
|
|
|
|
class Captain::Llm::EmbeddingService < Llm::LegacyBaseOpenAiService
|
|
class EmbeddingsError < StandardError; end
|
|
|
|
def self.embedding_model
|
|
@embedding_model = InstallationConfig.find_by(name: 'CAPTAIN_EMBEDDING_MODEL')&.value.presence || OpenAiConstants::DEFAULT_EMBEDDING_MODEL
|
|
end
|
|
|
|
def get_embedding(content, model: self.class.embedding_model)
|
|
response = @client.embeddings(
|
|
parameters: {
|
|
model: model,
|
|
input: content
|
|
}
|
|
)
|
|
|
|
response.dig('data', 0, 'embedding')
|
|
rescue StandardError => e
|
|
raise EmbeddingsError, "Failed to create an embedding: #{e.message}"
|
|
end
|
|
end
|