# frozen_string_literal: true module DiscourseAi module Completions module Endpoints class Anthropic < Base def self.can_contact?(model_name) %w[claude-instant-1 claude-2].include?(model_name) end def normalize_model_params(model_params) model_params = model_params.dup # temperature, stop_sequences are already supported # if model_params[:max_tokens] model_params[:max_tokens_to_sample] = model_params.delete(:max_tokens) end model_params end def default_options { model: model == "claude-2" ? "claude-2.1" : model, max_tokens_to_sample: 3_000, stop_sequences: ["\n\nHuman:", ""], } end def provider_id AiApiAuditLog::Provider::Anthropic end private def model_uri @uri ||= URI("https://api.anthropic.com/v1/complete") end def prepare_payload(prompt, model_params, _dialect) default_options .merge(model_params) .merge(prompt: prompt) .tap { |payload| payload[:stream] = true if @streaming_mode } end def prepare_request(payload) headers = { "anthropic-version" => "2023-06-01", "x-api-key" => SiteSetting.ai_anthropic_api_key, "content-type" => "application/json", } Net::HTTP::Post.new(model_uri, headers).tap { |r| r.body = payload } end def extract_completion_from(response_raw) JSON.parse(response_raw, symbolize_names: true)[:completion].to_s end def partials_from(decoded_chunk) decoded_chunk.split("\n").map { |line| line.split("data: ", 2)[1] }.compact end end end end end