# -*- coding:utf-8 -*- from flask_restful import fields, marshal_with, reqparse from flask_restful.inputs import int_range from werkzeug.exceptions import NotFound import services from controllers.service_api import api from controllers.service_api.app import create_or_update_end_user_for_user_id from controllers.service_api.app.error import NotChatAppError from controllers.service_api.wraps import AppApiResource from extensions.ext_database import db from fields.conversation_fields import message_file_fields from libs.helper import TimestampField, uuid_value from models.model import EndUser, Message from services.message_service import MessageService class MessageListApi(AppApiResource): feedback_fields = { 'rating': fields.String } retriever_resource_fields = { 'id': fields.String, 'message_id': fields.String, 'position': fields.Integer, 'dataset_id': fields.String, 'dataset_name': fields.String, 'document_id': fields.String, 'document_name': fields.String, 'data_source_type': fields.String, 'segment_id': fields.String, 'score': fields.Float, 'hit_count': fields.Integer, 'word_count': fields.Integer, 'segment_position': fields.Integer, 'index_node_hash': fields.String, 'content': fields.String, 'created_at': TimestampField } agent_thought_fields = { 'id': fields.String, 'chain_id': fields.String, 'message_id': fields.String, 'position': fields.Integer, 'thought': fields.String, 'tool': fields.String, 'tool_labels': fields.Raw, 'tool_input': fields.String, 'created_at': TimestampField, 'observation': fields.String, 'message_files': fields.List(fields.String, attribute='files') } message_fields = { 'id': fields.String, 'conversation_id': fields.String, 'inputs': fields.Raw, 'query': fields.String, 'answer': fields.String, 'message_files': fields.List(fields.Nested(message_file_fields), attribute='files'), 'feedback': fields.Nested(feedback_fields, attribute='user_feedback', allow_null=True), 'retriever_resources': fields.List(fields.Nested(retriever_resource_fields)), 'created_at': TimestampField, 'agent_thoughts': fields.List(fields.Nested(agent_thought_fields)) } message_infinite_scroll_pagination_fields = { 'limit': fields.Integer, 'has_more': fields.Boolean, 'data': fields.List(fields.Nested(message_fields)) } @marshal_with(message_infinite_scroll_pagination_fields) def get(self, app_model, end_user): if app_model.mode != 'chat': raise NotChatAppError() parser = reqparse.RequestParser() parser.add_argument('conversation_id', required=True, type=uuid_value, location='args') parser.add_argument('first_id', type=uuid_value, location='args') parser.add_argument('limit', type=int_range(1, 100), required=False, default=20, location='args') parser.add_argument('user', type=str, location='args') args = parser.parse_args() if end_user is None and args['user'] is not None: end_user = create_or_update_end_user_for_user_id(app_model, args['user']) try: return MessageService.pagination_by_first_id(app_model, end_user, args['conversation_id'], args['first_id'], args['limit']) except services.errors.conversation.ConversationNotExistsError: raise NotFound("Conversation Not Exists.") except services.errors.message.FirstMessageNotExistsError: raise NotFound("First Message Not Exists.") class MessageFeedbackApi(AppApiResource): def post(self, app_model, end_user, message_id): message_id = str(message_id) parser = reqparse.RequestParser() parser.add_argument('rating', type=str, choices=['like', 'dislike', None], location='json') parser.add_argument('user', type=str, location='json') args = parser.parse_args() if end_user is None and args['user'] is not None: end_user = create_or_update_end_user_for_user_id(app_model, args['user']) try: MessageService.create_feedback(app_model, message_id, end_user, args['rating']) except services.errors.message.MessageNotExistsError: raise NotFound("Message Not Exists.") return {'result': 'success'} class MessageSuggestedApi(AppApiResource): def get(self, app_model, end_user, message_id): message_id = str(message_id) if app_model.mode != 'chat': raise NotChatAppError() try: message = db.session.query(Message).filter( Message.id == message_id, Message.app_id == app_model.id, ).first() if end_user is None and message.from_end_user_id is not None: user = db.session.query(EndUser) \ .filter( EndUser.tenant_id == app_model.tenant_id, EndUser.id == message.from_end_user_id, EndUser.type == 'service_api' ).first() else: user = end_user questions = MessageService.get_suggested_questions_after_answer( app_model=app_model, user=user, message_id=message_id, check_enabled=False ) except services.errors.message.MessageNotExistsError: raise NotFound("Message Not Exists.") return {'result': 'success', 'data': questions} api.add_resource(MessageListApi, '/messages') api.add_resource(MessageFeedbackApi, '/messages//feedbacks') api.add_resource(MessageSuggestedApi, '/messages//suggested')