# frozen_string_literal: true module ::DiscourseAi module Inference class OpenAiCompletions TIMEOUT = 60 CompletionFailed = Class.new(StandardError) def self.perform!( messages, model = SiteSetting.ai_helper_model, temperature: nil, top_p: nil, max_tokens: nil, stream: false, &blk ) raise ArgumentError, "block must be supplied in streaming mode" if stream && !blk url = URI("https://api.openai.com/v1/chat/completions") headers = { "Content-Type": "application/json", Authorization: "Bearer #{SiteSetting.ai_openai_api_key}", } payload = { model: model, messages: messages } payload[:temperature] = temperature if temperature payload[:top_p] = top_p if top_p payload[:max_tokens] = max_tokens if max_tokens payload[:stream] = true if stream Net::HTTP.start( url.host, url.port, use_ssl: true, read_timeout: TIMEOUT, open_timeout: TIMEOUT, write_timeout: TIMEOUT, ) do |http| request = Net::HTTP::Post.new(url, headers) request.body = payload.to_json response = http.request(request) if response.code.to_i != 200 Rails.logger.error( "OpenAiCompletions: status: #{response.code.to_i} - body: #{response.body}", ) raise CompletionFailed end if stream stream(http, response, &blk) else JSON.parse(response.read_body, symbolize_names: true) end end end def self.stream(http, response) cancelled = false cancel = lambda { cancelled = true } response.read_body do |chunk| if cancelled http.finish break end chunk .split("\n") .each do |line| data = line.split("data: ", 2)[1] next if data == "[DONE]" yield JSON.parse(data, symbolize_names: true), cancel if data if cancelled http.finish break end end end rescue IOError raise if !cancelled end end end end