discourse-ai/lib/inference/open_ai_embeddings.rb

39 lines
1.0 KiB
Ruby

# frozen_string_literal: true
module ::DiscourseAi
module Inference
class OpenAiEmbeddings
def self.perform!(content, model = nil)
headers = { "Content-Type" => "application/json" }
if SiteSetting.ai_openai_embeddings_url.include?("azure")
headers["api-key"] = SiteSetting.ai_openai_api_key
else
headers["Authorization"] = "Bearer #{SiteSetting.ai_openai_api_key}"
end
model ||= "text-embedding-ada-002"
response =
Faraday.post(
SiteSetting.ai_openai_embeddings_url,
{ model: model, input: content }.to_json,
headers,
)
case response.status
when 200
JSON.parse(response.body, symbolize_names: true)
when 429
# TODO add a AdminDashboard Problem?
else
Rails.logger.warn(
"OpenAI Embeddings failed with status: #{response.status} body: #{response.body}",
)
raise Net::HTTPBadResponse
end
end
end
end
end