rag-gateway.git

			@@ -11,7 +11,8 @@
			from app.api import get_current_user_websocket
			from app.config.config import settings
			from app.config.const import IMAGE_TO_TEXT, DOCUMENT_TO_REPORT, DOCUMENT_TO_CLEANING, DOCUMENT_IA_QUESTIONS, \
			DOCUMENT_TO_REPORT_TITLE, DOCUMENT_TO_TITLE, DOCUMENT_TO_PAPER, DOCUMENT_IA_QUESTIONS_DS
			DOCUMENT_TO_REPORT_TITLE, DOCUMENT_TO_TITLE, DOCUMENT_TO_PAPER, DOCUMENT_IA_QUESTIONS_DS, \
			DOCUMENT_IA_QUESTIONS_EQUIPMENT
			from app.models import MenuCapacityModel
			from app.models.agent_model import AgentModel, AgentType
			from app.models.base_model import get_db
			@@ -39,6 +40,7 @@
			print(f"Client {agent_id} connected")
			agent = db.query(MenuCapacityModel).filter(MenuCapacityModel.chat_id == agent_id).first()
			if not agent:
			print("Agent not found")
			agent = db.query(AgentModel).filter(AgentModel.id == agent_id).first()
			agent_type = agent.agent_type
			chat_type = agent.type
			@@ -808,13 +810,17 @@
			result = {"message": f"内部错误： {e2}", "type": "close"}
			await websocket.send_json(result)
			print(f"Error process message of ragflow: {e2}")
			elif chat_type == "documentIa" or chat_type == "documentIaDs":
			elif chat_type == "documentIa" or chat_type == "documentIaDs" or chat_type == "documentIaEq":
			token_dict = {
			"documentIa": DOCUMENT_IA_QUESTIONS,
			"documentIaDs": DOCUMENT_IA_QUESTIONS_DS,
			"documentIaEq": DOCUMENT_IA_QUESTIONS_EQUIPMENT,
			}
			token = DfTokenDao(db).get_token_by_id(token_dict[chat_type])
			# print(token)
			node_list = []
			workflow_list = []
			workflow_dict = {}
			if not token:
			await websocket.send_json({"message": "Invalid token", "type": "error"})

			@@ -867,8 +873,15 @@
			complete_response += rag_response
			try:
			data = json.loads(complete_response)
			if data.get("event") == "node_started" or data.get(
			"event") == "node_finished": # "event": "message_end"
			node_data = deepcopy(data)
			if "data" in node_data:
			if "outputs" in node_data["data"]:
			node_data["data"]["outputs"] = {}
			if "inputs" in node_data["data"]:
			node_data["data"]["inputs"] = {}
			# print(node_data)
			node_list.append(node_data)
			if data.get("event") == "node_started":
			if "data" not in data or not data["data"]: # 信息过滤
			logger.error("非法数据--------------------")
			logger.error(data)
			@@ -885,12 +898,43 @@
			else:
			message = answer.get("title", "")

			result = {"message": message, "type": "system"}
			# continue
			result = {"message": message, "type": "system", "workflow": {"node_data": workflow_list}}
			elif data.get("event") == "node_finished":
			workflow_list.append({
			"title": data.get("data", {}).get("title", ""),
			"status": data.get("data", {}).get("status", ""),
			"created_at": data.get("data", {}).get("created_at", 0),
			"finished_at": data.get("data", {}).get("finished_at", 0),
			"node_type": data.get("data", {}).get("node_type", 0),
			"elapsed_time": data.get("data", {}).get("elapsed_time", 0),
			"error": data.get("data", {}).get("error", ""),
			})
			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):
			if answer.get("status") == "failed":
			message = answer.get("error", "")
			else:
			message = answer.get("title", "")

			result = {"message": message, "type": "system",
			"workflow": {"node_data": workflow_list}}
			elif data.get("event") == "message": # "event": "message_end"
			# 正常输出
			answer = data.get("answer", "")
			result = {"message": answer, "type": "stream"}
			result = {"message": answer, "type": "stream", "workflow": {"node_data": workflow_list}}
			elif data.get("event") == "error": # "event": "message_end"
			# 正常输出
			answer = data.get("message", "")
			result = {"message": answer, "type": "system", "workflow": {"node_data": workflow_list}}
			elif data.get("event") == "workflow_finished":
			answer = data.get("data", "")
			if isinstance(answer, str):
			@@ -913,16 +957,27 @@
			message={"role": "assistant",
			"content": {
			"answer": message,
			"node_list": node_list,
			"download_url": download_url}},
			conversation_id=data.get(
			"conversation_id"))
			node_list = []
			except Exception as e:
			logger.error("保存dify的会话异常！")
			logger.error(e)
			# await websocket.send_json(result)
			workflow_dict = {
			"node_data": workflow_list,
			"total_tokens": data.get("data", {}).get("total_tokens", 0),
			"created_at": data.get("data", {}).get("created_at", 0),
			"finished_at": data.get("data", {}).get("finished_at", 0),
			"status": data.get("data", {}).get("status", ""),
			"error": data.get("data", {}).get("error", ""),
			"elapsed_time": data.get("data", {}).get("elapsed_time", 0)
			}
			continue
			elif data.get("event") == "message_end":
			result = {"message": "", "type": "close"}
			result = {"message": "", "type": "close","workflow": workflow_dict}

			else:
			continue