module Captain::ChatResponseHelper include Integrations::LlmInstrumentationConstants private def build_response(response) Rails.logger.debug { "#{self.class.name} Assistant: #{@assistant.id}, Received response #{response}" } parsed = parse_json_response(response.content) apply_credit_usage_metadata(parsed) persist_message(parsed, 'assistant') parsed end def parse_json_response(content) content = content.gsub('```json', '').gsub('```', '') content = content.strip JSON.parse(content) rescue JSON::ParserError => e Rails.logger.error "#{self.class.name} Assistant: #{@assistant.id}, Error parsing JSON response: #{e.message}" { 'content' => content } end def apply_credit_usage_metadata(parsed_response) return unless captain_v1_assistant? OpenTelemetry::Trace.current_span.set_attribute( format(ATTR_LANGFUSE_METADATA, 'credit_used'), credit_used_for_response?(parsed_response).to_s ) rescue StandardError => e Rails.logger.warn "#{self.class.name} Assistant: #{@assistant.id}, Failed to set credit usage metadata: #{e.message}" end def credit_used_for_response?(parsed_response) response = parsed_response['response'] response.present? && response != 'conversation_handoff' end def captain_v1_assistant? feature_name == 'assistant' && !@assistant.account.feature_enabled?('captain_integration_v2') end def persist_thinking_message(tool_call) return if @copilot_thread.blank? tool_name = tool_call.name.to_s persist_message( { 'content' => "Using #{tool_name}", 'function_name' => tool_name }, 'assistant_thinking' ) end def persist_tool_completion return if @copilot_thread.blank? tool_call = @pending_tool_calls&.pop return unless tool_call tool_name = tool_call.name.to_s persist_message( { 'content' => "Completed #{tool_name}", 'function_name' => tool_name }, 'assistant_thinking' ) end end