From 992d91359f4e4437ddba9843173254441c896918 Mon Sep 17 00:00:00 2001
From: zhaoqingang <zhaoqg0118@163.com>
Date: 星期四, 02 一月 2025 18:03:28 +0800
Subject: [PATCH] 报告生成文档清洗
---
app/api/chat.py | 345 +++++++++++++++++++++++++++++++++++++++++++++++++++++----
1 files changed, 318 insertions(+), 27 deletions(-)
diff --git a/app/api/chat.py b/app/api/chat.py
index 3b14b8b..2993b2a 100644
--- a/app/api/chat.py
+++ b/app/api/chat.py
@@ -6,13 +6,17 @@
import asyncio
import websockets
from sqlalchemy.orm import Session
+from starlette.responses import PlainTextResponse
from Log import logger
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_TO_REPORT_TITLE, \
+ DOCUMENT_TO_TITLE, DOCUMENT_IA_QUESTIONS
from app.models.agent_model import AgentModel, AgentType
from app.models.base_model import get_db
from app.models.user_model import UserModel
+from app.service.common.api_token import DfTokenDao
from app.service.dialog import update_session_history
from app.service.basic import BasicService
from app.service.difyService import DifyService
@@ -35,11 +39,14 @@
print(f"Client {agent_id} connected")
agent = db.query(AgentModel).filter(AgentModel.id == agent_id).first()
+ print(agent_id)
if not agent:
ret = {"message": "Agent not found", "type": "close"}
await websocket.send_json(ret)
return
+
agent_type = agent.agent_type
+ print(agent_type)
if chat_id == "" or chat_id == "0":
ret = {"message": "Chat ID not found", "type": "close"}
await websocket.send_json(ret)
@@ -310,7 +317,10 @@
try:
async def forward_to_dify():
if agent.type == "imageTalk":
- token = settings.dify_api_token
+ token = DfTokenDao(db).get_token_by_id(IMAGE_TO_TEXT)
+ if not token:
+ await websocket.send_json({"message": "Invalid token", "type": "error"})
+
while True:
image_list = []
is_image = False
@@ -334,9 +344,18 @@
except Exception as e:
logger.error(e)
# complete_response = ""
+ files = []
+ if upload_file_id:
+ files.append({
+ "type": "image",
+ "transfer_method": "local_file",
+ "url": "",
+ "upload_file_id": upload_file_id
+ })
answer_str = ""
- async for rag_response in dify_service.chat(token, current_user.id, question, upload_file_id,
- conversation_id):
+ async for rag_response in dify_service.chat(token, current_user.id, question, files,
+ conversation_id, {}):
+ # print(rag_response)
try:
if rag_response[:5] == "data:":
# 濡傛灉鏄紝鍒欐埅鍙栨帀鍓�5涓瓧绗︼紝骞跺幓闄ら灏剧┖鐧界
@@ -403,21 +422,33 @@
await websocket.send_json(result)
print(f"Error process message of ragflow: {e2}")
elif agent.type == "reportWorkflow":
- print(2323333232)
- token = settings.dify_workflow_clean
+
+ token = DfTokenDao(db).get_token_by_id(DOCUMENT_TO_CLEANING)
+ if not token:
+ await websocket.send_json({"message": "Invalid token document_to_cleaning", "type": "error"})
while True:
receive_message = await websocket.receive_json()
print(f"Received from client {chat_id}: {receive_message}")
upload_files = receive_message.get('upload_files', [])
title = receive_message.get('title', "")
+ sub_titles = receive_message.get('sub_titles', "")
workflow_type = receive_message.get('workflow', 1)
- if not upload_files:
- await websocket.send_json({"message": "Invalid request", "type": "error"})
- continue
+ 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:
+ # await websocket.send_json({"message": "Invalid request", "type": "error"})
+ # continue
try:
session = SessionService(db).create_session(
chat_id,
- title,
+ title if title else title_query,
agent_id,
AgentType.DIFY,
current_user.id
@@ -429,21 +460,274 @@
}
files = []
for file in upload_files:
+ 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
+ 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
+ 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(inputs)
+ token_list.append(token)
+ elif workflow_type == 3:
+ inputs["file_list"] = files
+ inputs["number_of_title"] = title_number
+ inputs["title_style"] = title_style
+ token = DfTokenDao(db).get_token_by_id(DOCUMENT_TO_TITLE)
+ 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:
+ 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:
+ if rag_response[:5] == "data:":
+ # 濡傛灉鏄紝鍒欐埅鍙栨帀鍓�5涓瓧绗︼紝骞跺幓闄ら灏剧┖鐧界
+ complete_response = rag_response[5:].strip()
+ elif "event: ping" in rag_response:
+ continue
+ else:
+ # 鍚﹀垯锛屼繚鎸佸師鏍�
+ 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"]: # 淇℃伅杩囨护
+ logger.error("闈炴硶鏁版嵁--------------------")
+ logger.error(data)
+ continue
+ else: # 姝ｅ父杈撳嚭
+ answer = data.get("data", "")
+ if isinstance(answer, str):
+ logger.error("----------------鏈煡鏁版嵁--------------------")
+ 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("----------------鏈煡鏁版嵁--------------------")
+ 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", "")
+ 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("淇濆瓨dify鐨勪細璇濆紓甯革紒")
+ logger.error(e)
+ try:
+ await websocket.send_json(result)
+ except Exception as e:
+ logger.error(e)
+ logger.error("杩斿洖瀹㈡埛绔秷鎭紓甯�!")
+ result = {"message": "", "type": "close", "download_url": ""}
+
+
+ else:
+ continue
+ try:
+ await websocket.send_json(result)
+ except Exception as e:
+ logger.error(e)
+ logger.error("杩斿洖瀹㈡埛绔秷鎭紓甯�!")
+ 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"鍐呴儴閿欒锛� {e2}", "type": "close"}
+ await websocket.send_json(result)
+ print(f"Error process message of ragflow: {e2}")
+ elif workflow_type == 3:
+ image_list = []
+ # print(inputs)
+ complete_response = ""
+ async for rag_response in dify_service.chat(token, current_user.id, title_query, [],
+ conversation_id, inputs):
+ print(rag_response)
+ try:
+ if rag_response[:5] == "data:":
+ # 濡傛灉鏄紝鍒欐埅鍙栨帀鍓�5涓瓧绗︼紝骞跺幓闄ら灏剧┖鐧界
+ complete_response = rag_response[5:].strip()
+ elif "event: ping" in rag_response:
+ continue
+ else:
+ # 鍚﹀垯锛屼繚鎸佸師鏍�
+ 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"]: # 淇℃伅杩囨护
+ logger.error("闈炴硶鏁版嵁--------------------")
+ logger.error(data)
+ continue
+ else: # 姝ｅ父杈撳嚭
+ answer = data.get("data", "")
+ if isinstance(answer, str):
+ logger.error("----------------鏈煡鏁版嵁--------------------")
+ logger.error(data)
+ continue
+ elif isinstance(answer, dict):
+
+ message = answer.get("title", "")
+
+ result = {"message": message, "type": "system"}
+ elif data.get("event") == "message":
+ message = data.get("answer", "")
+ # try:
+ # msg_dict = json.loads(answer)
+ # message = msg_dict.get("output", "")
+ # except Exception as e:
+ # print(e)
+ # continue
+ result = {"message": message, "type": "message",
+ "download_url": ""}
+ try:
+ SessionService(db).update_session(chat_id,
+ message={"role": "assistant",
+ "content": {
+ "answer": message,
+ "download_url": ""}},
+ conversation_id=data.get(
+ "conversation_id"))
+ except Exception as e:
+ logger.error("淇濆瓨dify鐨勪細璇濆紓甯革紒")
+ logger.error(e)
+ # try:
+ # await websocket.send_json(result)
+ # except Exception as e:
+ # logger.error(e)
+ # logger.error("杩斿洖瀹㈡埛绔秷鎭紓甯�!")
+
+ elif data.get("event") == "message_end":
+ result = {"message": "", "type": "close", "download_url": ""}
+ else:
+ continue
+ try:
+ await websocket.send_json(result)
+ except Exception as e:
+ logger.error(e)
+ logger.error("dify杩斿洖瀹㈡埛绔秷鎭紓甯�!")
+ 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"鍐呴儴閿欒锛� {e2}", "type": "close"}
+ await websocket.send_json(result)
+ print(f"Error process message of ragflow: {e2}")
+ elif agent.type == "documentIa":
+ print(122112)
+ token = DfTokenDao(db).get_token_by_id(DOCUMENT_IA_QUESTIONS)
+ # print(token)
+ if not token:
+ await websocket.send_json({"message": "Invalid token", "type": "error"})
+
+ while True:
+ conversation_id = ""
+ # print(4343)
+ receive_message = await websocket.receive_json()
+ print(f"Received from client {chat_id}: {receive_message}")
+ upload_file_id = receive_message.get('upload_file_id', [])
+ question = receive_message.get('message', "")
+ if not question and not image_url:
+ await websocket.send_json({"message": "Invalid request", "type": "error"})
+ continue
+ try:
+ session = SessionService(db).create_session(
+ chat_id,
+ question,
+ agent_id,
+ AgentType.DIFY,
+ current_user.id
+ )
+ conversation_id = session.conversation_id
+ except Exception as e:
+ logger.error(e)
+ # complete_response = ""
+ files = []
+ for fileId in upload_file_id:
files.append({
"type": "document",
"transfer_method": "local_file",
"url": "",
- "upload_file_id": file
+ "upload_file_id": fileId
})
- if workflow_type == 1:
- inputs["input_files"] = files
- if workflow_type == 2:
- inputs["file_list"] = files
- inputs["Completion_of_main_indicators"] = title
- token = settings.dify_workflow_report
+
+ answer_str = ""
complete_response = ""
- async for rag_response in dify_service.workflow(token, current_user.id, inputs):
- print(rag_response)
+ async for rag_response in dify_service.chat(token, current_user.id, question, files,
+ conversation_id, {}):
+ # print(rag_response)
try:
if rag_response[:5] == "data:":
# 濡傛灉鏄紝鍒欐埅鍙栨帀鍓�5涓瓧绗︼紝骞跺幓闄ら灏剧┖鐧界
@@ -455,8 +739,8 @@
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.get("event") == "node_started" or data.get(
+ "event") == "node_finished": # "event": "message_end"
if "data" not in data or not data["data"]: # 淇℃伅杩囨护
logger.error("闈炴硶鏁版嵁--------------------")
logger.error(data)
@@ -472,6 +756,11 @@
message = answer.get("title", "")
result = {"message": message, "type": "system"}
+ continue
+ elif data.get("event") == "message": # "event": "message_end"
+ # 姝ｅ父杈撳嚭
+ answer = data.get("answer", "")
+ result = {"message": answer, "type": "stream"}
elif data.get("event") == "workflow_finished":
answer = data.get("data", "")
if isinstance(answer, str):
@@ -482,12 +771,13 @@
download_url = ""
outputs = answer.get("outputs", {})
if outputs:
- message = outputs.get("output", "")
- download_url = outputs.get("download_url", "")
+ message = outputs.get("answer", "")
+ # download_url = outputs.get("download_url", "")
else:
message = answer.get("error", "")
- result = {"message": message, "type": "message", "download_url": download_url}
+ # result = {"message": message, "type": "message",
+ # "download_url": download_url}
try:
SessionService(db).update_session(chat_id,
message={"role": "assistant",
@@ -499,15 +789,16 @@
except Exception as e:
logger.error("淇濆瓨dify鐨勪細璇濆紓甯革紒")
logger.error(e)
- await websocket.send_json(result)
- result = {"message": "", "type": "close", "download_url": ""}
-
+ # await websocket.send_json(result)
+ continue
+ elif data.get("event") == "message_end":
+ result = {"message": "", "type": "close"}
else:
continue
try:
await websocket.send_json(result)
- except Exception as e:
+ except Exception as e:
logger.error(e)
logger.error("杩斿洖瀹㈡埛绔秷鎭紓甯�!")
complete_response = ""
--
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