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@@ -10,7 +10,8 @@ from sqlalchemy.orm import Session
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from Log import logger
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from app.api import get_current_user_websocket
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from app.config.config import settings
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-from app.config.const import IMAGE_TO_TEXT, DOCUMENT_TO_REPORT, DOCUMENT_TO_CLEANING, DOCUMENT_IA_QUESTIONS
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+from app.config.const import IMAGE_TO_TEXT, DOCUMENT_TO_REPORT, DOCUMENT_TO_CLEANING, DOCUMENT_IA_QUESTIONS, \
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+ DOCUMENT_TO_REPORT_TITLE, DOCUMENT_TO_TITLE, DOCUMENT_TO_PAPER
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from app.models import MenuCapacityModel
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from app.models.agent_model import AgentModel, AgentType
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from app.models.base_model import get_db
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@@ -55,7 +56,8 @@ async def handle_client(websocket: WebSocket,
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ret = {"message": "Chat ID not found", "type": "close"}
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await websocket.send_json(ret)
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return
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-
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+ # print(agent_type)
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+ # print(chat_type)
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if agent_type == AgentType.RAGFLOW:
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ragflow_service = RagflowService(settings.fwr_base_url)
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token = await get_ragflow_token(db, current_user.id)
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@@ -359,7 +361,7 @@ async def handle_client(websocket: WebSocket,
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"upload_file_id": upload_file_id
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})
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async for rag_response in dify_service.chat(token, current_user.id, question, files,
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- conversation_id):
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+ conversation_id, {}):
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# print(rag_response)
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try:
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if rag_response[:5] == "data:":
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@@ -437,9 +439,12 @@ async def handle_client(websocket: WebSocket,
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upload_files = receive_message.get('upload_files', [])
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title = receive_message.get('title', "")
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workflow_type = receive_message.get('workflow', 1)
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- if not upload_files:
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- await websocket.send_json({"message": "Invalid request", "type": "error"})
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- continue
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+ sub_titles = receive_message.get('sub_titles', "")
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+ title_number = receive_message.get('title_number', 8)
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+ title_style = receive_message.get('title_style', "")
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+ title_query = receive_message.get('title_query', "")
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+ if upload_files:
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+ title_query = "start"
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try:
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session = SessionService(db).create_session(
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chat_id,
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@@ -466,13 +471,221 @@ async def handle_client(websocket: WebSocket,
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if workflow_type == 2:
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inputs["file_list"] = files
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inputs["Completion_of_main_indicators"] = title
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- token = DfTokenDao(db).get_token_by_id(DOCUMENT_TO_REPORT)
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+ inputs["sub_titles"] = sub_titles
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+ token = DfTokenDao(db).get_token_by_id(DOCUMENT_TO_REPORT_TITLE)
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if not token:
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await websocket.send_json(
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{"message": "Invalid token document_to_cleaning", "type": "error"})
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+ elif workflow_type == 3:
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+ inputs["file_list"] = files
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+ inputs["number_of_title"] = title_number
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+ inputs["title_style"] = title_style
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+ token = DfTokenDao(db).get_token_by_id(DOCUMENT_TO_TITLE)
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+ if not token:
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+ await websocket.send_json(
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+ {"message": "Invalid token document_to_title", "type": "error"})
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+
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complete_response = ""
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- async for rag_response in dify_service.workflow(token, current_user.id, inputs):
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- # print(rag_response)
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+ if workflow_type == 1 or workflow_type == 2:
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+ async for rag_response in dify_service.workflow(token, current_user.id, inputs):
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+ # print(rag_response)
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+ try:
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+ if rag_response[:5] == "data:":
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+ # 如果是,则截取掉前5个字符,并去除首尾空白符
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+ complete_response = rag_response[5:].strip()
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+ elif "event: ping" in rag_response:
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+ continue
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+ else:
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+ # 否则,保持原样
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+ complete_response += rag_response
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+ try:
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+ data = json.loads(complete_response)
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+ complete_response = ""
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+ if data.get("event") == "node_started" or data.get("event") == "node_finished": # "event": "message_end"
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+ if "data" not in data or not data["data"]: # 信息过滤
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+ logger.error("非法数据--------------------")
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+ logger.error(data)
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+ continue
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+ else: # 正常输出
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+ answer = data.get("data", "")
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+ if isinstance(answer, str):
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+ logger.error("----------------未知数据--------------------")
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+ logger.error(data)
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+ continue
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+ elif isinstance(answer, dict):
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+
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+ message = answer.get("title", "")
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+
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+ result = {"message": message, "type": "system"}
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+ elif data.get("event") == "workflow_finished":
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+ answer = data.get("data", "")
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+ if isinstance(answer, str):
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+ logger.error("----------------未知数据--------------------")
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+ logger.error(data)
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+ result = {"message": "", "type": "close", "download_url": ""}
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+ elif isinstance(answer, dict):
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+ download_url = ""
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+ outputs = answer.get("outputs", {})
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+ if outputs:
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+ message = outputs.get("output", "")
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+ download_url = outputs.get("download_url", "")
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+ else:
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+ message = answer.get("error", "")
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+
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+ result = {"message": message, "type": "message", "download_url": download_url}
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+ try:
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+ SessionService(db).update_session(chat_id,
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+ message={"role": "assistant",
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+ "content": {
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+ "answer": message,
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+ "download_url": download_url}},
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+ conversation_id=data.get(
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+ "conversation_id"))
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+ except Exception as e:
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+ logger.error("保存dify的会话异常!")
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+ logger.error(e)
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+ await websocket.send_json(result)
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+ result = {"message": "", "type": "close", "download_url": ""}
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+
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+
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+ else:
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+ continue
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+ try:
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+ await websocket.send_json(result)
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+ except Exception as e:
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+ logger.error(e)
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+ logger.error("返回客户端消息异常!")
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+ complete_response = ""
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+ except json.JSONDecodeError as e:
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+ print(f"Error decoding JSON: {e}")
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+ # print(f"Response text: {text}")
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+ except Exception as e2:
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+ result = {"message": f"内部错误: {e2}", "type": "close"}
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+ await websocket.send_json(result)
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+ print(f"Error process message of ragflow: {e2}")
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+ elif workflow_type == 3:
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+ image_list = []
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+ # print(inputs)
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+ complete_response = ""
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+ async for rag_response in dify_service.chat(token, current_user.id, title_query, [],
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+ conversation_id, inputs):
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+ print(rag_response)
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+ try:
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+ if rag_response[:5] == "data:":
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+ # 如果是,则截取掉前5个字符,并去除首尾空白符
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+ complete_response = rag_response[5:].strip()
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+ elif "event: ping" in rag_response:
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+ continue
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+ else:
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+ # 否则,保持原样
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+ complete_response += rag_response
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+ try:
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+ data = json.loads(complete_response)
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+ complete_response = ""
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+ if data.get("event") == "node_started" or data.get(
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+ "event") == "node_finished": # "event": "message_end"
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+ if "data" not in data or not data["data"]: # 信息过滤
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+ logger.error("非法数据--------------------")
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+ logger.error(data)
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+ continue
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+ else: # 正常输出
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+ answer = data.get("data", "")
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+ if isinstance(answer, str):
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+ logger.error("----------------未知数据--------------------")
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+ logger.error(data)
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+ continue
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+ elif isinstance(answer, dict):
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+
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+ message = answer.get("title", "")
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+
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+ result = {"message": message, "type": "system"}
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+ elif data.get("event") == "message":
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+ message = data.get("answer", "")
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+ # try:
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+ # msg_dict = json.loads(answer)
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+ # message = msg_dict.get("output", "")
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+ # except Exception as e:
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+ # print(e)
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+ # continue
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+ result = {"message": message, "type": "message",
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+ "download_url": ""}
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+ try:
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+ SessionService(db).update_session(chat_id,
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+ message={"role": "assistant",
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+ "content": {
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+ "answer": message,
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+ "download_url": ""}},
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+ conversation_id=data.get(
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+ "conversation_id"))
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+ except Exception as e:
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+ logger.error("保存dify的会话异常!")
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+ logger.error(e)
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+ # try:
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+ # await websocket.send_json(result)
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+ # except Exception as e:
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+ # logger.error(e)
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+ # logger.error("返回客户端消息异常!")
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+
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+ elif data.get("event") == "message_end":
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+ result = {"message": "", "type": "close", "download_url": ""}
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+ else:
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+ continue
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+ try:
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+ await websocket.send_json(result)
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+ except Exception as e:
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+ logger.error(e)
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+ logger.error("dify返回客户端消息异常!")
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+ complete_response = ""
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+ except json.JSONDecodeError as e:
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+ print(f"Error decoding JSON: {e}")
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+ # print(f"Response text: {text}")
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+ except Exception as e2:
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+ result = {"message": f"内部错误: {e2}", "type": "close"}
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+ await websocket.send_json(result)
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+ print(f"Error process message of ragflow: {e2}")
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+ elif chat_type == "documentIa":
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+ # print(122112)
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+ token = DfTokenDao(db).get_token_by_id(DOCUMENT_IA_QUESTIONS)
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+ # print(token)
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+ if not token:
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+ await websocket.send_json({"message": "Invalid token", "type": "error"})
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+
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+ while True:
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+ conversation_id = ""
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+ # print(4343)
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+ receive_message = await websocket.receive_json()
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+ print(f"Received from client {chat_id}: {receive_message}")
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+ upload_file_id = receive_message.get('upload_file_id', [])
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+ question = receive_message.get('message', "")
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+ if not question and not image_url:
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+ await websocket.send_json({"message": "Invalid request", "type": "error"})
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+ continue
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+ try:
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+ session = SessionService(db).create_session(
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+ chat_id,
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+ question,
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+ agent_id,
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+ AgentType.DIFY,
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+ current_user.id
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+ )
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+ conversation_id = session.conversation_id
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+ except Exception as e:
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+ logger.error(e)
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+ # complete_response = ""
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+ files = []
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+ for fileId in upload_file_id:
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+ files.append({
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+ "type": "document",
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+ "transfer_method": "local_file",
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+ "url": "",
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+ "upload_file_id": fileId
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+ })
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+
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+ answer_str = ""
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+ complete_response = ""
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+ async for rag_response in dify_service.chat(token, current_user.id, question, files,
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+ conversation_id, {}):
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+ print(rag_response)
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try:
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if rag_response[:5] == "data:":
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# 如果是,则截取掉前5个字符,并去除首尾空白符
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@@ -484,8 +697,8 @@ async def handle_client(websocket: WebSocket,
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complete_response += rag_response
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try:
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data = json.loads(complete_response)
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- complete_response = ""
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- if data.get("event") == "node_started" or data.get("event") == "node_finished": # "event": "message_end"
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+ if data.get("event") == "node_started" or data.get(
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+ "event") == "node_finished": # "event": "message_end"
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if "data" not in data or not data["data"]: # 信息过滤
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logger.error("非法数据--------------------")
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logger.error(data)
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@@ -499,24 +712,35 @@ async def handle_client(websocket: WebSocket,
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elif isinstance(answer, dict):
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message = answer.get("title", "")
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+ if answer.get("status") == "failed":
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+ message = answer.get("error")
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result = {"message": message, "type": "system"}
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+ # continue
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+ elif data.get("event") == "message": # "event": "message_end"
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+ # 正常输出
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+ answer = data.get("answer", "")
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+ result = {"message": answer, "type": "stream"}
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+ elif data.get("event") == "error":
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+ answer = data.get("message", "")
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+ result = {"message": answer, "type": "system"}
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elif data.get("event") == "workflow_finished":
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answer = data.get("data", "")
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if isinstance(answer, str):
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logger.error("----------------未知数据--------------------")
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logger.error(data)
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- result = {"message": "", "type": "close", "download_url": ""}
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+ # result = {"message": "", "type": "close", "download_url": ""}
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elif isinstance(answer, dict):
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download_url = ""
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outputs = answer.get("outputs", {})
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if outputs:
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- message = outputs.get("output", "")
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- download_url = outputs.get("download_url", "")
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+ message = outputs.get("answer", "")
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+ # download_url = outputs.get("download_url", "")
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else:
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message = answer.get("error", "")
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- result = {"message": message, "type": "message", "download_url": download_url}
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+ result = {"message": message, "type": "system",
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+ "download_url": download_url}
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try:
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SessionService(db).update_session(chat_id,
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message={"role": "assistant",
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@@ -528,15 +752,16 @@ async def handle_client(websocket: WebSocket,
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except Exception as e:
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logger.error("保存dify的会话异常!")
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logger.error(e)
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- await websocket.send_json(result)
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- result = {"message": "", "type": "close", "download_url": ""}
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-
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+ # await websocket.send_json(result)
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+ # continue
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+ elif data.get("event") == "message_end":
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+ result = {"message": "", "type": "close"}
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else:
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continue
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try:
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await websocket.send_json(result)
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- except Exception as e:
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+ except Exception as e:
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logger.error(e)
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logger.error("返回客户端消息异常!")
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complete_response = ""
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@@ -547,27 +772,46 @@ async def handle_client(websocket: WebSocket,
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result = {"message": f"内部错误: {e2}", "type": "close"}
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await websocket.send_json(result)
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print(f"Error process message of ragflow: {e2}")
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- elif chat_type == "documentIa":
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- # print(122112)
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- token = DfTokenDao(db).get_token_by_id(DOCUMENT_IA_QUESTIONS)
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+ elif chat_type == "paperTalk":
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+ token = DfTokenDao(db).get_token_by_id(DOCUMENT_TO_PAPER)
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# print(token)
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if not token:
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await websocket.send_json({"message": "Invalid token", "type": "error"})
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while True:
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conversation_id = ""
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+ inputs = {}
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# print(4343)
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receive_message = await websocket.receive_json()
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print(f"Received from client {chat_id}: {receive_message}")
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- upload_file_id = receive_message.get('upload_file_id', [])
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+ if "difficulty" in receive_message:
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+ inputs["Question_Difficulty"] = receive_message["difficulty"]
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+ if "is_paper" in receive_message:
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+ inputs["Generate_test_paper"] = receive_message["is_paper"]
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+ if "single_choice" in receive_message:
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+ inputs["Multiple_choice_questions"] = receive_message["single_choice"]
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+ if "gap_filling" in receive_message:
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+ inputs["Fill_in_blank"] = receive_message["gap_filling"]
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+ if "true_or_false" in receive_message:
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+ inputs["true_or_false"] = receive_message["true_or_false"]
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+ if "multiple_choice" in receive_message:
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+ inputs["Multiple_Choice"] = receive_message["multiple_choice"]
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+ if "easy_question" in receive_message:
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+ inputs["Short_Answer_Questions"] = receive_message["easy_question"]
|
|
|
+ if "case_questions" in receive_message:
|
|
|
+ inputs["Case_Questions"] = receive_message["case_questions"]
|
|
|
+ if "key_words" in receive_message:
|
|
|
+ inputs["key_words"] = receive_message["key_words"]
|
|
|
+ upload_files = receive_message.get('upload_files', [])
|
|
|
question = receive_message.get('message', "")
|
|
|
- if not question and not image_url:
|
|
|
- await websocket.send_json({"message": "Invalid request", "type": "error"})
|
|
|
+ session_log = SessionService(db).get_session_by_id(chat_id)
|
|
|
+ if not session_log and not upload_files:
|
|
|
+ await websocket.send_json({"message": "需要上传文档!", "type": "error"})
|
|
|
continue
|
|
|
try:
|
|
|
session = SessionService(db).create_session(
|
|
|
chat_id,
|
|
|
- question,
|
|
|
+ question if question else "开始出题",
|
|
|
agent_id,
|
|
|
AgentType.DIFY,
|
|
|
current_user.id
|
|
|
@@ -576,19 +820,27 @@ async def handle_client(websocket: WebSocket,
|
|
|
except Exception as e:
|
|
|
logger.error(e)
|
|
|
# complete_response = ""
|
|
|
+
|
|
|
files = []
|
|
|
- for fileId in upload_file_id:
|
|
|
+ for fileId in upload_files:
|
|
|
files.append({
|
|
|
"type": "document",
|
|
|
"transfer_method": "local_file",
|
|
|
"url": "",
|
|
|
"upload_file_id": fileId
|
|
|
})
|
|
|
+ if files:
|
|
|
+ inputs["upload_files"] = files
|
|
|
+ # print(inputs)
|
|
|
+ if not question and not inputs:
|
|
|
+ await websocket.send_json({"message": "Invalid request", "type": "error"})
|
|
|
+ continue
|
|
|
|
|
|
- answer_str = ""
|
|
|
+ if not question:
|
|
|
+ question = "开始出题"
|
|
|
complete_response = ""
|
|
|
async for rag_response in dify_service.chat(token, current_user.id, question, files,
|
|
|
- conversation_id):
|
|
|
+ conversation_id, inputs):
|
|
|
# print(rag_response)
|
|
|
try:
|
|
|
if rag_response[:5] == "data:":
|
|
|
@@ -601,6 +853,7 @@ async def handle_client(websocket: WebSocket,
|
|
|
complete_response += rag_response
|
|
|
try:
|
|
|
data = json.loads(complete_response)
|
|
|
+ # print(data)
|
|
|
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
|
|
|
@@ -618,11 +871,14 @@ async def handle_client(websocket: WebSocket,
|
|
|
message = answer.get("title", "")
|
|
|
|
|
|
result = {"message": message, "type": "system"}
|
|
|
- continue
|
|
|
+ # continue
|
|
|
elif data.get("event") == "message": # "event": "message_end"
|
|
|
# 正常输出
|
|
|
answer = data.get("answer", "")
|
|
|
result = {"message": answer, "type": "stream"}
|
|
|
+ elif data.get("event") == "error":
|
|
|
+ answer = data.get("message", "")
|
|
|
+ result = {"message": answer, "type": "system"}
|
|
|
elif data.get("event") == "workflow_finished":
|
|
|
answer = data.get("data", "")
|
|
|
if isinstance(answer, str):
|
|
|
@@ -634,12 +890,12 @@ async def handle_client(websocket: WebSocket,
|
|
|
outputs = answer.get("outputs", {})
|
|
|
if outputs:
|
|
|
message = outputs.get("answer", "")
|
|
|
- # download_url = outputs.get("download_url", "")
|
|
|
+ download_url = outputs.get("download_url", "")
|
|
|
else:
|
|
|
message = answer.get("error", "")
|
|
|
|
|
|
- # result = {"message": message, "type": "message",
|
|
|
- # "download_url": download_url}
|
|
|
+ result = {"message": message, "type": "system",
|
|
|
+ "download_url": download_url}
|
|
|
try:
|
|
|
SessionService(db).update_session(chat_id,
|
|
|
message={"role": "assistant",
|
|
|
@@ -652,7 +908,7 @@ async def handle_client(websocket: WebSocket,
|
|
|
logger.error("保存dify的会话异常!")
|
|
|
logger.error(e)
|
|
|
# await websocket.send_json(result)
|
|
|
- continue
|
|
|
+ # continue
|
|
|
elif data.get("event") == "message_end":
|
|
|
result = {"message": "", "type": "close"}
|
|
|
|
|
|
@@ -672,6 +928,7 @@ async def handle_client(websocket: WebSocket,
|
|
|
await websocket.send_json(result)
|
|
|
print(f"Error process message of ragflow: {e2}")
|
|
|
|
|
|
+
|
|
|
# 启动任务处理客户端消息
|
|
|
tasks = [
|
|
|
asyncio.create_task(forward_to_dify())
|