rag-gateway.git

			@@ -436,6 +436,10 @@
			title_number = receive_message.get('title_number', 8)
			title_style = receive_message.get('title_style', "")
			title_query = receive_message.get('title_query', "")
			is_clean = receive_message.get('is_clean', 0)
			file_type = receive_message.get('file_type', 1)
			max_token = receive_message.get('max_tokens', 100000)
			tokens = receive_message.get('tokens', 0)
			if upload_files:
			title_query = "start"
			# if not upload_files:
			@@ -456,15 +460,27 @@
			}
			files = []
			for file in upload_files:
			files.append({
			"type": "document",
			"transfer_method": "local_file",
			"url": "",
			"upload_file_id": file
			})
			if file_type == 1:
			files.append({
			"type": "document",
			"transfer_method": "local_file",
			"url": "",
			"upload_file_id": file
			})
			else:
			files.append({
			"type": "document",
			"transfer_method": "remote_url",
			"url": file,
			"upload_file_id": ""
			})
			inputs_list = []
			token_list = []
			if workflow_type == 1:
			inputs["input_files"] = files
			elif workflow_type == 2:
			inputs_list.append(inputs)
			token_list.append(token)
			elif workflow_type == 2 and is_clean == 0:
			inputs["file_list"] = files
			inputs["Completion_of_main_indicators"] = title
			inputs["sub_titles"] = sub_titles
			@@ -472,6 +488,8 @@
			if not token:
			await websocket.send_json(
			{"message": "Invalid token document_to_report", "type": "error"})
			inputs_list.append(inputs)
			token_list.append(token)
			elif workflow_type == 3:
			inputs["file_list"] = files
			inputs["number_of_title"] = title_number
			@@ -480,89 +498,113 @@
			if not token:
			await websocket.send_json(
			{"message": "Invalid token document_to_title", "type": "error"})
			# inputs_list.append(inputs)
			# token_list.append(token)
			elif workflow_type == 2 and is_clean == 1:
			# inputs["input_files"] = files
			inputs_list.append(inputs)
			token_list.append(token)
			inputs1 = {}
			# inputs1["file_list"] = files
			inputs1["Completion_of_main_indicators"] = title
			inputs1["sub_titles"] = sub_titles
			token = DfTokenDao(db).get_token_by_id(DOCUMENT_TO_REPORT_TITLE)
			if not token:
			await websocket.send_json(
			{"message": "Invalid token document_to_report", "type": "error"})
			inputs_list.append(inputs1)
			token_list.append(token)

			complete_response = ""
			if workflow_type == 1 or workflow_type == 2:
			async for rag_response in dify_service.workflow(token, current_user.id, inputs):
			# print(rag_response)
			try:
			if rag_response[:5] == "data:":
			# 如果是，则截取掉前5个字符，并去除首尾空白符
			complete_response = rag_response[5:].strip()
			elif "event: ping" in rag_response:
			continue
			else:
			# 否则，保持原样
			complete_response += rag_response
			for inputs in inputs_list:
			inputs["input_files"] = files
			async for rag_response in dify_service.workflow(token, current_user.id, inputs):
			# print(rag_response)
			try:
			data = json.loads(complete_response)
			complete_response = ""
			if data.get("event") == "node_started" or data.get("event") == "node_finished": # "event": "message_end"
			if "data" not in data or not data["data"]: # 信息过滤
			logger.error("非法数据--------------------")
			logger.error(data)
			continue
			else: # 正常输出
			if rag_response[:5] == "data:":
			# 如果是，则截取掉前5个字符，并去除首尾空白符
			complete_response = rag_response[5:].strip()
			elif "event: ping" in rag_response:
			continue
			else:
			# 否则，保持原样
			complete_response += rag_response
			try:
			data = json.loads(complete_response)
			complete_response = ""
			if data.get("event") == "node_started" or data.get("event") == "node_finished": # "event": "message_end"
			if "data" not in data or not data["data"]: # 信息过滤
			logger.error("非法数据--------------------")
			logger.error(data)
			continue
			else: # 正常输出
			answer = data.get("data", "")
			if isinstance(answer, str):
			logger.error("----------------未知数据--------------------")
			logger.error(data)
			continue
			elif isinstance(answer, dict):

			message = answer.get("title", "")

			result = {"message": message, "type": "system"}
			elif data.get("event") == "workflow_finished":
			answer = data.get("data", "")
			if isinstance(answer, str):
			logger.error("----------------未知数据--------------------")
			logger.error(data)
			continue
			result = {"message": "", "type": "close", "download_url": ""}
			elif isinstance(answer, dict):

			message = answer.get("title", "")

			result = {"message": message, "type": "system"}
			elif data.get("event") == "workflow_finished":
			answer = data.get("data", "")
			if isinstance(answer, str):
			logger.error("----------------未知数据--------------------")
			logger.error(data)
			result = {"message": "", "type": "close", "download_url": ""}
			elif isinstance(answer, dict):
			download_url = ""
			outputs = answer.get("outputs", {})
			if outputs:
			message = outputs.get("output", "")
			download_url = outputs.get("download_url", "")
			else:
			message = answer.get("error", "")

			result = {"message": message, "type": "message", "download_url": download_url}
			try:
			SessionService(db).update_session(chat_id,
			message={"role": "assistant",
			"content": {
			"answer": message,
			"download_url": download_url}},
			conversation_id=data.get(
			"conversation_id"))
			except Exception as e:
			logger.error("保存dify的会话异常！")
			logger.error(e)
			try:
			await websocket.send_json(result)
			except Exception as e:
			logger.error(e)
			logger.error("返回客户端消息异常!")
			result = {"message": "", "type": "close", "download_url": ""}
			download_url = ""
			outputs = answer.get("outputs", {})
			if outputs:
			message = outputs.get("output", "")
			download_url = outputs.get("download_url", "")
			else:
			message = answer.get("error", "")
			if download_url:
			files = [{
			"type": "document",
			"transfer_method": "remote_url",
			"url": download_url,
			"upload_file_id": ""
			}]
			result = {"message": message, "type": "message", "download_url": download_url}
			try:
			SessionService(db).update_session(chat_id,
			message={"role": "assistant",
			"content": {
			"answer": message,
			"download_url": download_url}},
			conversation_id=data.get(
			"conversation_id"))
			except Exception as e:
			logger.error("保存dify的会话异常！")
			logger.error(e)
			try:
			await websocket.send_json(result)
			except Exception as e:
			logger.error(e)
			logger.error("返回客户端消息异常!")
			result = {"message": "", "type": "close", "download_url": ""}


			else:
			continue
			try:
			await websocket.send_json(result)
			except Exception as e:
			logger.error(e)
			logger.error("返回客户端消息异常!")
			complete_response = ""
			except json.JSONDecodeError as e:
			print(f"Error decoding JSON: {e}")
			# print(f"Response text: {text}")
			except Exception as e2:
			result = {"message": f"内部错误： {e2}", "type": "close"}
			await websocket.send_json(result)
			print(f"Error process message of ragflow: {e2}")
			else:
			continue
			try:
			await websocket.send_json(result)
			except Exception as e:
			logger.error(e)
			logger.error("返回客户端消息异常!")
			complete_response = ""
			except json.JSONDecodeError as e:
			print(f"Error decoding JSON: {e}")
			# print(f"Response text: {text}")
			except Exception as e2:
			result = {"message": f"内部错误： {e2}", "type": "close"}
			await websocket.send_json(result)
			print(f"Error process message of ragflow: {e2}")
			elif workflow_type == 3:
			image_list = []
			# print(inputs)