ia meeting

.gitignore

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+__pycache___
+*.pyc
+.venv
+.vscode
+audios
+db.lock

Log/__init__.py

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+import logging
+import logging.handlers
+
+def init_log():
+    logger = logging.getLogger()
+    logger.setLevel(logging.INFO)
+    # ch = logging.StreamHandler()
+    fh = logging.handlers.RotatingFileHandler("Log/log.log",mode="a",maxBytes = 100*1024, backupCount = 10, encoding='utf-8')
+    formatter = logging.Formatter(
+        "%(asctime)s - %(module)s - %(funcName)s - line:%(lineno)d - %(levelname)s -: %(message)s"
+    )
+    fh.setFormatter(formatter)
+    logger.addHandler(fh)  # 将日志输出至文件
+    return logger
+
+logger = init_log()

app/__init__.py

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+from fastapi import FastAPI
+from fastapi.middleware.cors import CORSMiddleware
+from app.models.db import create_db
+
+
+
+application = FastAPI(title="ai-meeting",
+                      version="0.1",
+                      description="",
+                      lifespan=create_db)
+# application.add_middleware(
+#     CORSMiddleware,
+#     allow_origins=["*"],  # 允许所有域名跨域访问
+#     allow_credentials=True,
+#     allow_methods=["*"],  # 允许所有方法
+#     allow_headers=["*"],
+# )
+
+from app.apis.asr import router as asr_router
+from app.apis.ai_meeting import router as ai_meeting_router
+from app.apis.hotword import router as hotword_router
+from app.apis.ai_meeting_minutes import router as ai_meeting_minutes_router
+from app.apis.files import router as file_router
+
+application.include_router(asr_router, prefix="/api/asr", tags=["asr"])
+application.include_router(ai_meeting_router, prefix="/api/meeting", tags=["ai_meeting"])
+application.include_router(hotword_router, prefix="/api/hotword", tags=["hotword"])
+application.include_router(ai_meeting_minutes_router, prefix="/api/minutes", tags=["ai_meeting_minutes"])
+application.include_router(file_router, prefix="/api/file", tags=["file_router"])

app/apis/__init__.py

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+# from app import application
+# from app.apis.asr import router as asr_router
+# from app.apis.ai_meeting import router as ai_meeting_router
+# from app.apis.hotword import router as hotword_router
+# from app.apis.ai_meeting_minutes import router as ai_meeting_minutes_router
+# from app.apis.files import router as file_router
+#
+# application.include_router(asr_router, prefix="/api/asr", tags=["asr"])
+# application.include_router(ai_meeting_router, prefix="/api/meeting", tags=["ai_meeting"])
+# application.include_router(hotword_router, prefix="/api/hotword", tags=["hotword"])
+# application.include_router(ai_meeting_minutes_router, prefix="/api/minutes", tags=["ai_meeting_minutes"])
+# application.include_router(file_router, prefix="/api/file", tags=["file_router"])

app/apis/ai_meeting.py

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+from fastapi import APIRouter
+
+from app.apis.base import Response
+from app.config.config import settings
+from app.models.ai_meeting import AIMeetingSpeakModel, AIMeetingModel, AIMeetingUserModel, AIMeetingStatus
+from app.models.asr import AsrRecordModel
+from app.services.ai_meeting import AIMeetingService
+from app.models.common import Page
+from app.services.asr import AsrRecordService
+from app.services.hotword import ASRHotwordService
+
+router = APIRouter()
+
+
+@router.get("/ai_meeting/{meeting_id}", response_model=Response)
+async def get_ai_meeting(meeting_id: str):
+    # return await AIMeetingService.get_ai_meeting(meeting_id)
+    data = await AIMeetingService.get_ai_meeting(meeting_id)
+    return Response(code=200, msg="success", data=data.to_dict())
+
+
+@router.post("/ai_meeting/list", response_model=Response)
+async def list_ai_meetings(page: Page):
+    # return await AIMeetingService.list_ai_meetings(page)
+    data_list = await AIMeetingService.list_ai_meetings(page)
+    return Response(code=200, msg="success", data={"total": await  AIMeetingService.ai_meetings_total(page),
+                                                   "rows": [i.to_list_dict() for i in data_list]})
+
+
+@router.post("/ai_meeting/offline", response_model=Response)
+async def create_offline_ai_meeting(ai_meeting: AIMeetingModel):
+    code_status = 201
+    msg = "success"
+    meeting = await AIMeetingService.create_offline_ai_meeting(ai_meeting.get_create_offline())
+    if meeting:
+        hotwords = " ".join([i.hotword for i in
+                             await ASRHotwordService.list_asr_hotwords(Page(page_size=1000))])
+        task = await AsrRecordService.create_asr_task_async(AsrRecordModel(file_url=f"http://{settings.minio_api_url}{ai_meeting.file_url}", hotwords=hotwords))
+        if task:
+            record = await AsrRecordService.create_offline_asr_record(AsrRecordModel(file_url=ai_meeting.file_url, task_id=task.get("taskid"), meeting_id=meeting.id))
+            if not record:
+                code_status = 500
+                msg = "Failed to add task record"
+            else:
+                await AIMeetingService.update_ai_meeting(
+                    AIMeetingModel(id=meeting.id,asr_task_id=record.id))
+        else:
+            code_status = 500
+            msg = "Description Failed to add a parsing task"
+    else:
+        code_status = 500
+        msg = "Failed to add data"
+    if code_status == 500:
+         await AIMeetingService.update_ai_meeting(AIMeetingModel(id=meeting.id, status= AIMeetingStatus.FAILED))
+    return Response(code=code_status, msg=msg, data={"id": meeting.id})
+
+
+@router.post("/ai_meeting/realtime", response_model=Response)
+async def create_realtime_ai_meeting(ai_meeting: AIMeetingModel):
+    ai_meeting = await AIMeetingService.create_realtime_ai_meeting(ai_meeting.get_create())
+    return Response(code=201, msg="success", data={"id": ai_meeting.id})
+
+
+@router.put("/ai_meeting/{meeting_id}", response_model=Response)
+async def update_ai_meeting(meeting_id: str, ai_meeting: AIMeetingModel):
+    ai_meeting.id = meeting_id
+    await AIMeetingService.update_ai_meeting(ai_meeting.get_update())
+    return Response(code=204, msg="success", data={"id": meeting_id})
+
+
+@router.delete("/ai_meeting/{meeting_id}", response_model=Response)
+async def delete_ai_meeting(meeting_id: str):
+    await AIMeetingService.delete_ai_meeting(meeting_id)
+    return Response(code=204, msg="success", data={"id": meeting_id})
+
+
+@router.post("/ai_meeting/users", response_model=Response)
+async def speak_ai_meeting(page: Page):
+    data_list = await AIMeetingService.list_ai_meeting_users(page)
+    return Response(code=200, msg="success", data={"total": await AIMeetingService.ai_meeting_user_total(),
+                                                   "rows": [i.to_dict() for i in data_list]})
+
+
+@router.post("/ai_meeting/user", response_model=Response)
+async def create_offline_ai_meeting(user: AIMeetingUserModel):
+    await AIMeetingService.create_or_update_ai_meeting_user(user.get_create())
+    return Response(code=200, msg="success", data={"id": user.id})
+

app/apis/ai_meeting_minutes.py

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+from io import BytesIO
+
+from fastapi import APIRouter, HTTPException
+from starlette.responses import StreamingResponse
+
+from app.apis.base import Response
+from app.models.ai_meeting_minutes import AIMeetingMinutesRecord, AIMeetingConversation, AIMeetingConversationModel, \
+    AIMeetingMinutesRecordModel, AIMeetingSpeecher
+from app.services.ai_meeting_minutes import AIMeetingMinutesRecordService,AIMeetingConversationService
+from app.models.common import Page
+from app.utils.common import generate_word_document
+
+router = APIRouter()
+
+@router.get("/ai_conversation/{conversation_id}")
+async def get_ai_meeting_conversation(conversation_id: str):
+    return await AIMeetingConversationService.get_ai_meeting_conversation(conversation_id)
+
+@router.post("/ai_conversation/{meeting_id}/list")
+async def list_ai_meeting_conversations(meeting_id:str, page: Page):
+    return await AIMeetingConversationService.list_ai_meeting_conversations(meeting_id, page)
+
+@router.post("/ai_conversation/{meeting_id}")
+async def create_ai_meeting_conversation(meeting_id: str, ai_meeting_conversation: AIMeetingConversationModel):
+    ai_meeting_conversation.meeting_id = meeting_id
+    ai_meeting_conversation = ai_meeting_conversation.get_create()
+    res_ai_meeting_conversation = await AIMeetingConversationService.create_ai_meeting_conversation(ai_meeting_conversation)
+    return {"id": res_ai_meeting_conversation.id}
+
+@router.put("/ai_conversation/{meeting_id}")
+async def update_ai_meeting_conversation(meeting_id: int, ai_meeting_conversation: AIMeetingConversationModel):
+    ai_meeting_conversation.id = meeting_id
+    await AIMeetingConversationService.update_ai_meeting_conversation(ai_meeting_conversation)
+    return {"id": ai_meeting_conversation.id}
+
+@router.post("/ai_minutes/{meeting_id}/list", response_model=Response)
+async def list_ai_meeting_minutes_records(meeting_id: str, page: Page):
+    page.page_size = 1000
+    data_list = await AIMeetingMinutesRecordService.list_ai_meeting_minutes_records(meeting_id, page)
+    return Response(code=200, msg="success", data={"total": 0,
+                                                   "rows": [i.to_dict() for i in data_list]})
+
+@router.post("/ai_minutes/conversation", response_model=Response)
+async def ai_meeting_minutes_conversation(minutes_record: AIMeetingMinutesRecordModel):
+    data = {}
+    status_code = 200
+    msg = "success"
+    await AIMeetingMinutesRecordService.create_ai_meeting_minutes_record(
+        AIMeetingMinutesRecordModel(meeting_id=minutes_record.meeting_id, content=minutes_record.message,
+                                    speecher=AIMeetingSpeecher.USER))
+    new_minutes_record = await AIMeetingMinutesRecordService.edit_meeting_summary(minutes_record.get_conversation())
+    if new_minutes_record:
+        print(new_minutes_record)
+        minutes = await AIMeetingMinutesRecordService.create_ai_meeting_minutes_record(AIMeetingMinutesRecordModel(meeting_id=minutes_record.meeting_id, content=new_minutes_record.get("edited_summary"), speecher=AIMeetingSpeecher.AI))
+        data = minutes.to_dict()
+    else:
+        status_code= 400
+        msg = "会议纪要信息异常！"
+    return Response(code=status_code, msg=msg, data=data)
+
+
+@router.post("/ai_minutes/regenerate", response_model=Response)
+async def ai_meeting_minutes_regenerate(minutes_record: AIMeetingMinutesRecordModel):
+    data = {}
+    status_code = 200
+    msg = "success"
+    # await AIMeetingMinutesRecordService.update_ai_meeting_minutes(minutes_record.get_update())
+    new_minutes_record = await AIMeetingMinutesRecordService.edit_meeting_summary(minutes_record.get_regenerate())
+    if new_minutes_record:
+        print(new_minutes_record)
+        minutes = await AIMeetingMinutesRecordService.update_ai_meeting_minutes(AIMeetingMinutesRecordModel(id=minutes_record.id, content=new_minutes_record.get("edited_summary")))
+        data = minutes.to_dict()
+    else:
+        status_code= 400
+        msg = "会议纪要信息异常！"
+    return Response(code=status_code, msg=msg, data=data)
+
+
+@router.get("/ai_minutes/{meeting_id}/download", response_model=Response)
+async def ai_meeting_minutes_generate_docx(meeting_id: str):
+    data_list = await AIMeetingMinutesRecordService.ai_meeting_minutes_new_record(meeting_id, Page(page_size=1))
+    if data_list:
+        # 创建 Word 文档
+        doc = await generate_word_document(data_list[0].content)
+
+        # 保存到内存缓冲区
+        buffer = BytesIO()
+        doc.save(buffer)
+        buffer.seek(0)
+
+        # 返回文件流
+        return StreamingResponse(buffer,
+                                 media_type="application/vnd.openxmlformats-officedocument.wordprocessingml.document",
+                                 headers={"Content-Disposition": f"attachment; filename={data_list[0].id}.docx"})
+    raise HTTPException(status_code=400, detail="Failed to generate Word document")

app/apis/asr.py

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+import asyncio
+import json
+import time
+import websockets
+import aiofiles
+from fastapi import APIRouter, UploadFile, WebSocket
+from datetime import datetime
+
+from app.config.config import settings
+from app.models.ai_meeting import AIMeetingModel, AIMeetingStatus
+from app.models.ai_meeting_minutes import AIMeetingMinutesRecordModel, AIMeetingSpeecher
+from app.models.asr import AsrRecordModel, AsrRecordStatus
+from app.models.common import Callback, Page
+from app.services.ai_meeting import AIMeetingService
+from app.services.ai_meeting_minutes import AIMeetingMinutesRecordService
+from app.services.asr import AsrRecordService
+from app.services.hotword import ReplaceHotwordService, ASRHotwordService
+from app.utils.common import uuid_generate, text_replace, match_content_keyword
+from app.utils.savefile import save_file, StreamFileSaver, rename_to_md5, FileStatus
+# from app.utils.audio import convert_to_mp3
+from app.utils.oss import upload_file
+
+
+router = APIRouter()
+WS_URL = f"ws://{settings.meeting_file_base_url}/ws/transcribe"
+LANG = "zh"
+SV = 1  # 1 for enabled, 0 for disabled
+SPEAKER_VERIFICATION = 1
+
+@router.websocket("/realtime")
+async def realtime(websocket: WebSocket):
+    await websocket.accept()
+    times = 0
+    pause = 0
+    start = ""
+    saver: StreamFileSaver = StreamFileSaver()
+    is_update = False
+    content_list = []
+    try:
+        async with websockets.connect(WS_URL+ f"?lang={LANG}&sv={int(SPEAKER_VERIFICATION)}") as ws:
+
+            # 接收前端传输的音频流
+            data = await websocket.receive_json()
+            await saver.aset_ext(data["ext"])
+            meeting_id = data["meeting_id"]
+            meeting = await AIMeetingService.get_ai_meeting(meeting_id)
+            if not meeting or meeting.status != AIMeetingStatus.RECRODING:
+                await websocket.send_json(
+                    {"type": "error", "data": "会议信息异常！"}
+                )
+                raise Exception("meeting error")
+
+            is_update = True
+            hotword_dict = {i.origin_word:i.hotword for i in await ReplaceHotwordService.list_replace_hotwords(Page(page_size=1000))}
+            hotwords = " ".join([i.hotword for i in
+                            await ASRHotwordService.list_asr_hotwords(Page(page_size=1000))])
+            await ws.send(hotwords)  # 发送文件到实时ASR服务
+            async def receive():
+                nonlocal pause
+                async with saver:
+                    while True:
+
+                        audio_data = await websocket.receive_bytes()
+                        await ws.send(audio_data)  # 发送文件到实时ASR服务
+                        saver.audio_data_list.append(audio_data)
+
+                        try:
+                            message = await asyncio.wait_for(websocket.receive_json(), timeout=0.1)
+                            if message.get("action") == "pause":
+                                pause_time = int(time.time())
+                                while True:
+                                    # 接收前端传输的音频流
+                                    tmp_data = await websocket.receive_json()
+                                    if tmp_data.get("action") == "start":
+                                        pause += int(time.time()) - pause_time
+                                        break
+                        except Exception:
+                            ...
+            async def send():
+                start_time = int(time.time())
+                nonlocal times
+                nonlocal start
+                async for message in ws:
+                    try:
+                        res_json = json.loads(message)
+                        if res_json.get('code') == 0:
+                            recv_data = res_json.get('data', {})
+                            if recv_data:
+                                speaker = recv_data.get("speaker")
+                                text = recv_data.get("text")
+                                if text:
+                                    text = await text_replace(text, hotword_dict)
+                                    print(f"user:{speaker}---{text}")
+                                    start = datetime.now().strftime('%Y/%m/%d %H:%M:%S')
+                                    times = int(time.time()) - start_time - pause
+                                    send_json = {"type": "stream", "text": text, "times": times, "start": start, "speaker":speaker}
+                                    await websocket.send_json(
+                                        send_json
+                                    )
+                                    # await websocket.send_json(
+                                    #     {"type": "close", "data": ""}
+                                    # )
+                                    content_list.append(send_json)
+                                    await AIMeetingService.update_ai_meeting_record(
+                                        AIMeetingModel(id=meeting_id, content=send_json)
+                                    )
+
+                        else:
+                            print("Error:", res_json.get('code'), res_json.get('message'))
+                    except json.JSONDecodeError as e:
+                        print("Failed to parse response data:", e)
+                    # 接收实时ASR的结果
+            await asyncio.gather(receive(), send())
+    # except WebSocketDisconnect:
+    #     print("---------------------关闭连接11111-------------------------")
+
+    except Exception as e:
+        print("------------------------------------------------")
+    finally:
+        print("---------------------关闭连接:finally-------------------------")
+        try:
+            await ws.close()
+        except:
+            ...
+        try:
+            await websocket.close()
+        except:
+            ...
+        if is_update:
+            print("----------------更新状态------------------------")
+            object_name = f"{await uuid_generate()}{saver.ext}"
+            if saver.status != FileStatus.CLOSED:
+                await saver.__aexit__(None, None, None)
+
+            duration = await saver.get_duration(saver.get_file_path())
+            if duration:
+                file_url = await upload_file(object_name, saver.get_file_path())
+
+                minutes_record = await AIMeetingMinutesRecordService.generate_meeting_summary(AIMeetingMinutesRecordModel(view_content=content_list))
+
+                print(minutes_record)
+                await AIMeetingMinutesRecordService.create_ai_meeting_minutes_record(AIMeetingMinutesRecordModel(meeting_id=meeting_id, content=minutes_record.get("summary", "生成会议记录失败！"), speecher=AIMeetingSpeecher.AI))
+                await AIMeetingService.update_ai_meeting(
+                    AIMeetingModel(id=meeting_id, file_url=file_url, duration=duration, description= await match_content_keyword(minutes_record.get("summary", "")),
+                                   status=AIMeetingStatus.FINISHED)
+                )
+            else:
+                await AIMeetingService.update_ai_meeting(
+                    AIMeetingModel(id=meeting_id, file_url="", duration=duration,
+                                   status=AIMeetingStatus.FAILED)
+                )
+
+
+
+        # await saver.remove_file(saver.get_file_path())
+
+
+@router.post("/callback")
+async def callback(call_back: Callback):
+    task_id = call_back.task_id
+    result = call_back.result
+    # print(result)
+    hotword_dict = {i.origin_word: i.hotword for i in
+                    await ReplaceHotwordService.list_replace_hotwords(Page(page_size=1000))}
+    if task_id and isinstance(result, list):
+        view_list = [
+                {"type": "stream", "text": await text_replace(i["text"], hotword_dict), "times": i["start"] // 1000 if isinstance(i["start"], int) else 0,
+                 "start": "", "speaker": i["speaker"]} for i in result
+            ]
+        print(view_list)
+        asr_record = await AsrRecordService.update_asr_record(AsrRecordModel(
+            task_id=task_id,
+            status=AsrRecordStatus.FINISHED
+        ))
+        minutes_record = await AIMeetingMinutesRecordService.generate_meeting_summary(
+            AIMeetingMinutesRecordModel(view_content=view_list))
+        print(minutes_record)
+        # if minutes_record:
+        await AIMeetingMinutesRecordService.create_ai_meeting_minutes_record(
+            AIMeetingMinutesRecordModel(meeting_id=asr_record.meeting_id, content=minutes_record.get("summary", "生成会议记录失败！"),
+                                        speecher=AIMeetingSpeecher.AI))
+        await AIMeetingService.update_ai_meeting(
+            AIMeetingModel(id=asr_record.meeting_id, view_content=json.dumps(view_list), status=AIMeetingStatus.FINISHED,
+                           description=await match_content_keyword(minutes_record.get("summary", ""))))
+
+    print(f"Received callback for task {task_id}: {result}")
+    return {"status": "success"}
+

app/apis/base.py

@@ -0,0 +1,13 @@
+from pydantic import BaseModel
+
+
+class Response(BaseModel):
+    code: int = 200
+    msg: str = ""
+    data: dict = {}
+
+
+class ResponseList(BaseModel):
+    code: int = 200
+    msg: str = ""
+    data: list[dict] = []

app/apis/files.py

@@ -0,0 +1,20 @@
+from fastapi import Depends, APIRouter,UploadFile, File, Query, Form
+from typing import Optional, List
+from app.apis.base import Response
+from app.services.files import FileUploadService
+
+router = APIRouter()
+
+@router.post("/upload", response_model=Response)
+async def upload_files(file: List[UploadFile] = File(...)):
+    result = []
+    for f in file:
+        try:
+            # file_content = await f.read()
+            url  =await FileUploadService.upload_minio(f.filename ,f.file, f.size)
+            result.append({"download_url": url, "file_name":f.filename})
+        except Exception as e:
+            return Response(code=500, msg=str(e))
+
+    data = {"files": result}
+    return Response(code=200, msg="", data=data)

app/apis/hotword.py

@@ -0,0 +1,73 @@
+from fastapi import Depends, APIRouter, Query, HTTPException, UploadFile, WebSocket
+from fastapi.responses import JSONResponse, PlainTextResponse
+
+from app.apis.base import Response
+from app.models.ai_meeting import AIMeetingModel
+from app.services.ai_meeting import AIMeetingService
+from app.services.hotword import ReplaceHotwordService, ASRHotwordService
+from app.models.hotword import ReplaceHotwordModel, ASRHotwordModel
+from app.models.common import Page
+
+
+router = APIRouter()
+
+
+@router.post("/asr/add", response_model=Response)
+async def create_asr_hotword(asr_hotword: ASRHotwordModel):
+    asr_hotword_total = await ASRHotwordService.create_asr_hotword(asr_hotword.get_create())
+    return Response(code=201, msg="success", data={"total": asr_hotword_total})
+
+@router.post("/asr/list", response_model=Response)
+async def list_asr_hotwords(page: Page):
+    data_list = await ASRHotwordService.list_asr_hotwords(page)
+    return Response(code=200, msg="success", data={"total": await  ASRHotwordService.asr_hotwords_total(),
+                                                   "rows": [i.to_dict() for i in data_list]})
+@router.get("/asr/total", response_model=Response)
+async def total_asr_hotwords():
+    return Response(code=200, msg="success", data={"total": await  ASRHotwordService.asr_hotwords_total()})
+
+
+@router.get("/asr/{asr_hotword_id}")
+async def get_asr_hotword(asr_hotword_id: int):
+    return await ASRHotwordService.get_asr_hotword(ASRHotwordModel(id=asr_hotword_id))
+
+@router.put("/asr/{asr_hotword_id}")
+async def update_asr_hotword(asr_hotword_id: int, asr_hotword: ASRHotwordModel):
+    asr_hotword.id = asr_hotword_id
+    await ASRHotwordService.update_asr_hotword(asr_hotword.get_update())
+    return PlainTextResponse(status_code=204)
+
+@router.delete("/asr/delete/{hotword_id}", response_model=Response)
+async def delete_asr_hotword(hotword_id: int):
+    await ASRHotwordService.delete_asr_hotword(ASRHotwordModel(id=hotword_id))
+    return Response(code=204, msg="success", data={})
+
+@router.post("/replace/add", response_model=Response)
+async def create_replace_hotword(replace_hotword: ReplaceHotwordModel):
+    replace_hotword_total = await ReplaceHotwordService.create_replace_hotword(replace_hotword.get_create())
+    if replace_hotword.meeting_id:
+        await AIMeetingService.replace_ai_meeting_record(
+            AIMeetingModel(id=replace_hotword.meeting_id, replace_word=replace_hotword.replace_list)
+        )
+    return Response(code=201, msg="success", data={"total": replace_hotword_total})
+
+@router.post("/replace/list", response_model=Response)
+async def list_replace_hotwords(page: Page):
+    data_list = await ReplaceHotwordService.list_replace_hotwords(page)
+    return Response(code=200, msg="success", data={"total": await  ReplaceHotwordService.replace_hotwords_total(),
+                                                   "rows": [i.to_dict() for i in data_list]})
+
+@router.put("/replace/edit", response_model=Response)
+async def update_replace_hotword(replace_hotword: ReplaceHotwordModel):
+    replace_hotword = await ReplaceHotwordService.update_replace_hotword(replace_hotword.get_update())
+    return Response(code=204, msg="success", data={"id": replace_hotword.id})
+
+@router.delete("/replace/delete/{replace_id}", response_model=Response)
+async def delete_replace_hotword(replace_id: int):
+    await ReplaceHotwordService.delete_replace_hotword(ReplaceHotwordModel(id=replace_id))
+    return Response(code=204, msg="success", data={})
+
+
+@router.get("/replace/total", response_model=Response)
+async def total_replace_hotwords():
+    return Response(code=200, msg="success", data={"total": await  ReplaceHotwordService.replace_hotwords_total()})

app/config/config.py

@@ -0,0 +1,47 @@
+from pathlib import Path
+import yaml
+
+
+class Settings:
+    meeting_agent_base_url: str = ''
+    meeting_file_base_url: str = ''
+    minio_api_url: str = ''
+    minio_access_key: str = ''
+    minio_secret_key: str = ''
+    minio_bucket_name: str = ''
+    def __init__(self, **kwargs):
+        for field in self.__annotations__.keys():
+            if field not in kwargs:
+                raise ValueError(f"Missing setting: {field}")
+            setattr(self, field, kwargs[field])
+
+    def to_dict(self):
+        """Return the settings as a dictionary."""
+        return {k: getattr(self, k) for k in self.__annotations__.keys()}
+
+    def __repr__(self):
+        """Return a string representation of the settings."""
+        return f"Settings({self.to_dict()})"
+
+
+def load_yaml(file_path: Path) -> dict:
+    with file_path.open('r', encoding="utf-8") as fr:
+        try:
+            data = yaml.safe_load(fr)
+            return data
+        except yaml.YAMLError as e:
+            print(f"Error loading YAML file {file_path}: {e}")
+            return {}
+
+
+# Use pathlib to handle file paths
+# config_yaml_path = os.path.join(os.path.join(Path(__file__).parent, "env_conf"), "config.yaml")
+config_yaml_path = Path(__file__).parent.joinpath("env_conf") / 'config.yaml'
+
+settings_data = load_yaml(config_yaml_path)
+
+# Initialize settings object
+settings = Settings(**settings_data)
+
+# Print the loaded settings
+print(f"Loaded settings: {settings}")

app/config/env_conf/config.yaml

@@ -0,0 +1,8 @@
+meeting_agent_base_url: 192.168.20.119:11800
+meeting_file_base_url: 192.168.20.119:11800
+minio_api_url: 192.168.20.119:9000
+minio_access_key: A3mqXnFiKWGZ1ptjnxhR
+minio_secret_key: LUHCH26SW0VHUx1LVpcT4Gt8ppjDhOGndpCKpL95
+minio_bucket_name: aimeeting
+
+

app/errors/ai_meeting.py

@@ -0,0 +1,6 @@
+from app.errors.base import BaseError
+
+
+AIMeetingNotFound = BaseError(message="AI Meeting not found", code=404)
+AIMeetingMinutesNotFound = BaseError(message="AI Meeting Minutes not found", code=404)
+AIMeetingConversationNotFound = BaseError(message="AI Meeting Conversation not found", code=404)

app/errors/base.py

@@ -0,0 +1,25 @@
+from fastapi.responses import JSONResponse
+from app import application
+
+class BaseError(Exception):
+    def __init__(self, code=500, message="Internal Server Error", status_code = 200):
+        if message:
+            self.message = message
+        if code:
+            self.code = code
+
+    def to_response(self):
+        return JSONResponse(
+            status_code=self.code,
+            content={"message": self.message},
+        )
+
+@application.exception_handler(BaseError)
+async def _base_error_handler(request, exc):
+    if isinstance(exc, BaseError):
+        return exc.to_response()
+
+
+class ParamsError(BaseError):
+    def __init__(self, code = 400, message = "Params Error, Please Check Docs"):
+        super().__init__(code=code, message=message)

app/errors/hotword.py

@@ -0,0 +1,4 @@
+from app.errors.base import BaseError
+
+HotwordOutofLimit = BaseError(message="Hotword out of limit,, max 200 Hotword", code=400)
+HotwordNotFound = BaseError(message="Hotword not found", code=404)

app/models/ai_meeting.py

@@ -0,0 +1,265 @@
+import enum
+import json
+import time
+from datetime import datetime
+from app.models.db import Base
+from sqlalchemy import Column, Integer, String, DateTime, Enum, text, TEXT
+from pydantic import BaseModel
+from app.errors.base import ParamsError
+
+
+class AIMeetingStatus(enum.Enum):
+    UNKNOW = 0
+    CREATED = 1
+    RECRODING = 2
+    PROCESSING = 3
+    FINISHED = 4
+    FAILED = 5
+
+
+class AIMeeting(Base):
+    __tablename__ = "ai_meeting"
+
+    id = Column("id", String(36), primary_key=True)
+    name = Column("name", String(255), nullable=False, default="")
+    description = Column(
+        "description", String(255), nullable=False, default=""
+    )
+    status = Column(
+        "status", Enum(AIMeetingStatus), nullable=False, default=AIMeetingStatus.UNKNOW
+    )
+    duration = Column("duration", Integer, nullable=False, default=0)
+    file_url = Column("file_url", String(255), nullable=False, default="")
+    content = Column("content", TEXT, default="")
+    view_content = Column("view_content", TEXT, default=json.dumps([]))
+    asr_task_id = Column("asr_task_id", String(36), nullable=False, default="")
+    created_time = Column("created_time", Integer, default=int(time.time()))
+    created_at = Column(
+        "created_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+        index=True
+    )
+    updated_at = Column(
+        "updated_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+        onupdate=datetime.now,
+        server_onupdate=text("CURRENT_TIMESTAMP"),
+    )
+
+    def to_dict(self):
+        return {
+            'id': self.id,
+            'name': self.name,
+            'description': self.description,
+            'status': self.status,
+            'duration': self.duration,
+            'file_url': self.file_url,
+            'view_content': json.loads(self.view_content) if self.view_content else [],
+            'created_at': self.created_at.strftime('%Y-%m-%d %H:%M:%S'),
+            'updated_at': self.updated_at.strftime('%Y-%m-%d %H:%M:%S'),
+        }
+
+    def to_list_dict(self):
+        return {
+            'id': self.id,
+            'name': self.name,
+            'description': self.description,
+            'status': self.status,
+            'duration': self.duration,
+            'created_at': self.created_at.strftime('%Y-%m-%d %H:%M:%S'),
+            'updated_at': self.updated_at.strftime('%Y-%m-%d %H:%M:%S'),
+        }
+
+class AIMeetingModel(BaseModel):
+    id: str = ""
+    name: str = ""
+    description: str = ""
+    status: AIMeetingStatus = 0
+    duration: float = 0
+    file_url: str = ""
+    asr_task_id: str = ""
+    content: dict = {}
+    view_content: str= ""
+    replace_word: list = []
+
+    def get_create(self):
+        if not self.name:
+            self.name = datetime.now().strftime("%Y年%m月%d日会议")
+            return self
+        else:
+            return self
+
+    def get_create_offline(self):
+        if not self.file_url or not self.duration:
+            raise ParamsError(message="Required parameters are missing: file_url")
+        if not self.name:
+            self.name = datetime.now().strftime("%Y年%m月%d日会议")
+            return self
+        else:
+            return self
+
+    def get_update(self):
+        if self.id and (self.name or self.description or self.status or self.duration or self.file_url or self.asr_task_id):
+            return self
+        else:
+            raise ParamsError(message="ID and at least one of name, description, status, duration, file URL, or ASR task ID can't be empty")
+
+    def get_delete(self):
+        if self.id:
+            return self
+        else:
+            raise ParamsError(message="ID can't be empty")
+
+
+class AIMeetingRecord(Base):
+    __tablename__ = "ai_meeting_record"
+
+    id = Column("id", Integer, primary_key=True, autoincrement=True)
+    meeting_id = Column("meeting_id", Integer, nullable=False, default=0, index=True)
+    name = Column("name", String(255), nullable=False, default="")
+    content = Column("content", TEXT, default="")
+    view_content = Column("view_content", TEXT, default="")
+    created_at = Column(
+        "created_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+    )
+    updated_at = Column(
+        "updated_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+        onupdate=datetime.now,
+        server_onupdate=text("CURRENT_TIMESTAMP"),
+    )
+
+
+class AIMeetingRecordModel(BaseModel):
+    id: int = 0
+    meeting_id: int = 0
+    name: str = ""
+    content: str = ""
+    view_content: str = ""
+    order: int = 0
+
+    def get_create(self):
+        if self.meeting_id and self.name and self.content and self.view_content and self.order:
+            return self
+        else:
+            raise ParamsError(message="Meeting ID, name, content, view content, and order can't be empty")
+
+    def get_update(self):
+        if self.id and (self.name or self.content or self.view_content or self.order):
+            return self
+        else:
+            raise ParamsError(message="ID and at least one of name, content, view content, or order can't be empty")
+
+    def get_delete(self):
+        if self.id:
+            return self
+        else:
+            raise ParamsError(message="ID can't be empty")
+
+
+class AIMeetingMinutesTemplate(Base):
+    __tablename__ = "ai_meeting_minutes_template"
+
+    id = Column("id", Integer, primary_key=True, autoincrement=True)
+    name = Column("name", String(255), nullable=False, default="")
+    content = Column("content", String(4000), nullable=False, default="")
+    description = Column("description", String(255), nullable=False, default="")
+    icon_url = Column("icon_url", String(255), nullable=False, default="")
+    created_at = Column(
+        "created_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+    )
+    updated_at = Column(
+        "updated_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+        onupdate=datetime.now,
+        server_onupdate=text("CURRENT_TIMESTAMP"),
+    )
+
+
+class AIMeetingMinutesTemplateModel(BaseModel):
+    id: int = 0
+    name: str = ""
+    content: str = ""
+    description: str = ""
+    icon_url: str = ""
+
+    def get_create(self):
+        if self.name and self.content:
+            return self
+        else:
+            raise ParamsError(message="Name and content can't be empty")
+
+    def get_update(self):
+        if self.id and (self.name or self.content or self.description or self.icon_url):
+            return self
+        else:
+            raise ParamsError(message="ID and at least one of name, content, description, or icon URL can't be empty")
+
+    def get_delete(self):
+        if self.id:
+            return self
+        else:
+            raise ParamsError(message="ID can't be empty")
+
+
+class AIMeetingSpeakModel(BaseModel):
+    content: str = ""
+
+    def get_create(self):
+        if self.content:
+            return self
+        else:
+            raise ParamsError(message="Content can't be empty")
+
+class AIMeetingUser(Base):
+    __tablename__ = "ai_meeting_user"
+
+    id = Column("id",  String(32), primary_key=True)
+    name = Column("name", String(255), default="")
+    created_at = Column(
+        "created_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+    )
+
+    def to_dict(self):
+        return {
+            'id': self.id,
+            'name': self.name,
+        }
+
+
+class AIMeetingUserModel(BaseModel):
+    id: str = ""
+    name: str = ""
+
+    def get_create(self):
+        if not self.id:
+            raise ParamsError(message="Content can't be empty")
+        elif not self.name:
+            self.name = self.id
+            return self
+        else:
+            return self

app/models/ai_meeting_minutes.py

@@ -0,0 +1,137 @@
+import enum
+from datetime import datetime
+from app.models.db import Base
+from sqlalchemy import Column, Integer, String, DateTime, Enum, text, Text
+from pydantic import BaseModel
+from app.errors.base import ParamsError
+
+
+class AIMeetingSpeecher(enum.Enum):
+    UNKNOW = 0
+    USER = 1
+    AI = 2
+class AIMeetingConversation(Base):
+    __tablename__ = "ai_meeting_conversation"
+
+    id = Column("id",  String(36), primary_key=True)
+    meeting_id = Column("meeting_id", String(36), nullable=False, default=0)
+    title = Column("title", String(255), nullable=False, default="")
+    minutes_id = Column("minutes_id", Integer, nullable=False, default=0)
+    created_at = Column(
+        "created_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+    )
+    updated_at = Column(
+        "updated_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+        onupdate=datetime.now,
+        server_onupdate=text("CURRENT_TIMESTAMP"),
+    )
+class AIMeetingMinutesRecord(Base):
+    __tablename__ = "ai_meeting_minutes_record"
+
+    id = Column("id", String(36), primary_key=True)
+    meeting_id = Column("meeting_id", String(36), nullable=False, default="")
+    conversation_id = Column("conversation_id", String(36), nullable=False, default="")
+    content = Column("content", Text, nullable=False, default="")
+    speecher = Column("speecher", Enum(AIMeetingSpeecher), nullable=False, default=AIMeetingSpeecher.UNKNOW)
+    download_url = Column("download_url", String(255))
+    created_at = Column(
+        "created_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+        index=True
+    )
+    updated_at = Column(
+        "updated_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+        onupdate=datetime.now,
+        server_onupdate=text("CURRENT_TIMESTAMP"),
+    )
+
+
+    def to_dict(self):
+        return {
+            'id': self.id,
+            'meeting_id': self.meeting_id,
+            'speecher': self.speecher,
+            'content': self.content,
+            'created_at': self.created_at.strftime('%Y-%m-%d %H:%M:%S'),
+            'updated_at': self.updated_at.strftime('%Y-%m-%d %H:%M:%S'),
+        }
+
+class AIMeetingConversationModel(BaseModel):
+    id: int = 0
+    meeting_id: str = ""
+    title: str = ""
+    minutes_id: int = 0
+
+    def get_create(self):
+        if self.meeting_id and self.minutes_id:
+            return self
+        else:
+            raise ParamsError(message="Meeting ID, title, and minutes ID can't be empty")
+    
+    def get_update(self):
+        if self.id and (self.meeting_id or self.title or self.minutes_id):
+            return self
+        else:
+            raise ParamsError(message="ID and at least one of meeting ID, title, or minutes ID can't be empty")
+        
+    def get_delete(self):
+        if self.id:
+            return self
+        else:
+            raise ParamsError(message="ID can't be empty")
+        
+class AIMeetingMinutesRecordModel(BaseModel):
+    id: str = ""
+    meeting_id: str = ""
+    # conversation_id: s = 0
+    content: str = ""
+    speecher: AIMeetingSpeecher = 0
+    view_content: list = []
+    message: str = ""
+
+    def get_create(self):
+        if self.meeting_id and self.conversation_id and self.content and self.speecher:
+            return self
+        else:
+            raise ParamsError(message="Meeting ID, conversation ID, content, and speecher can't be empty")
+    
+    def get_update(self):
+        if self.id and self.message:
+            return self
+        else:
+            raise ParamsError(message="ID and at least one of content or speecher can't be empty")
+        
+    def get_delete(self):
+        if self.id:
+            return self
+        else:
+            raise ParamsError(message="ID can't be empty")
+
+    def get_conversation(self):
+        if self.meeting_id  and self.content and self.message:
+            return self
+        else:
+            raise ParamsError(message="message,content and meeting_id can't be empty")
+
+
+    def get_regenerate(self):
+        if self.content and self.message and self.id:
+            return self
+        else:
+            raise ParamsError(message="message,content and id can't be empty")
+    

app/models/asr.py

@@ -0,0 +1,74 @@
+import enum
+from datetime import datetime
+from sqlalchemy.orm import Mapped
+from app.models.db import Base
+from sqlalchemy import Column, Integer, String, DateTime, Enum, text
+from pydantic import BaseModel
+from app.errors.base import ParamsError
+
+
+class AsrRecordStatus(enum.Enum):
+    UNKNOW = 0
+    CREATED = 1
+    PROCESSING = 2
+    FINISHED = 3
+
+class AsrRecordTypes(enum.Enum):
+    UNKNOW = 0
+    OFFLINE = 1
+    REALTIME = 2
+
+class AsrRecord(Base):
+    __tablename__ = "asr_record"
+
+    id = Column("id",  String(36), primary_key=True)
+    task_id = Column("task_id", String(36), nullable=False, default="", index=True)
+    meeting_id = Column("meeting_id", String(36), nullable=False, default="", index=True)
+    file_url = Column("file_url", String(255), nullable=False, default="")
+    type = Column("type", Enum(AsrRecordTypes), nullable=False, default=AsrRecordTypes.UNKNOW)
+    status = Column("status", Enum(AsrRecordStatus), nullable=False, default=AsrRecordStatus.UNKNOW)
+    result_url = Column("result_url", String(255), nullable=False, default="")
+    created_at = Column(
+        "created_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+    )
+    updated_at = Column(
+        "updated_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+        onupdate=datetime.now,
+        server_onupdate=text("CURRENT_TIMESTAMP"),
+    )
+
+class AsrRecordModel(BaseModel):
+    id: int = 0
+    task_id: str = ""
+    file_url: str = ""
+    meeting_id: str = ""
+    type: AsrRecordTypes = 0
+    status: AsrRecordStatus = 0
+    result_url: str = ""
+    hotwords: str = ""
+
+    def get_create(self):
+        if self.task_id and self.file_url:
+            return self
+        else:
+            raise ParamsError(message="Task ID and file URL can't be empty")
+
+    def get_update(self):
+        if self.id and (self.task_id or self.file_url or self.type or self.status or self.result_url):
+            return self
+        else:
+            raise ParamsError(message="ID and at least one of task ID, file URL, type, status, or result URL can't be empty")
+
+    def get_delete(self):
+        if self.id:
+            return self
+        else:
+            raise ParamsError(message="ID can't be empty")

app/models/common.py

@@ -0,0 +1,16 @@
+from pydantic import BaseModel
+
+from sqlalchemy import Select
+
+class Page(BaseModel):
+    page: int = 1
+    page_size: int = 10
+    keyword: str = ""
+
+    def __call__(self, query:Select):
+        return query.offset((self.page - 1) * self.page_size).limit(self.page_size)
+
+
+class Callback(BaseModel):
+    task_id: str = ""
+    result: list =[]

app/models/db.py

@@ -0,0 +1,21 @@
+from sqlalchemy.ext.asyncio import create_async_engine ,async_sessionmaker,AsyncSession
+from sqlalchemy.orm import DeclarativeBase
+from sqlalchemy.ext.asyncio import AsyncAttrs
+from contextlib import asynccontextmanager
+from fastapi import FastAPI
+
+class Base(AsyncAttrs, DeclarativeBase):
+    pass
+
+_engine = create_async_engine("mysql+aiomysql://root:infini_rag_flow@192.168.20.119:5455/ai_meeting")
+
+_async_session = async_sessionmaker(_engine, expire_on_commit=False)
+
+def get_async_session() -> AsyncSession:
+    return _async_session()
+
+@asynccontextmanager
+async def create_db(app: FastAPI):
+    async with _engine.begin() as conn:
+        await conn.run_sync(Base.metadata.create_all)
+    yield

app/models/hotword.py

@@ -0,0 +1,119 @@
+from datetime import datetime
+from app.models.db import Base
+from sqlalchemy import Column, Integer, String, DateTime, text
+from pydantic import BaseModel
+from app.errors.base import ParamsError
+
+
+class ASRHotword(Base):
+    __tablename__ = "asr_hotword"
+
+    id = Column("id", Integer, primary_key=True, autoincrement=True)
+    hotword = Column("hotword", String(255), nullable=False, default="")
+    weight = Column("weight", Integer, nullable=False, default=0)
+    created_at = Column(
+        "created_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+    )
+    updated_at = Column(
+        "updated_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+        onupdate=datetime.now,
+        server_onupdate=text("CURRENT_TIMESTAMP"),
+    )
+    def to_dict(self):
+        return {
+            'id': self.id,
+            'hotword': self.hotword,
+            'weight': self.weight,
+            'created_at': self.created_at.strftime('%Y-%m-%d %H:%M:%S'),
+            'updated_at': self.updated_at.strftime('%Y-%m-%d %H:%M:%S'),
+        }
+
+class ReplaceHotword(Base):
+    __tablename__ = "replace_hotword"
+
+    id = Column("id", Integer, primary_key=True, autoincrement=True)
+    origin_word = Column("origin_word", String(255), nullable=False, default="")
+    hotword = Column("hotword", String(255), nullable=False, default="")
+    created_at = Column(
+        "created_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+    )
+    updated_at = Column(
+        "updated_at",
+        DateTime(timezone=True),
+        nullable=False,
+        default=datetime.now,
+        server_default=text("CURRENT_TIMESTAMP"),
+        onupdate=datetime.now,
+        server_onupdate=text("CURRENT_TIMESTAMP"),
+    )
+
+    def to_dict(self):
+        return {
+            'id': self.id,
+            'origin_word': self.origin_word,
+            'hotword': self.hotword,
+            'created_at': self.created_at.strftime('%Y-%m-%d %H:%M:%S'),
+            'updated_at': self.updated_at.strftime('%Y-%m-%d %H:%M:%S'),
+        }
+
+class ASRHotwordModel(BaseModel):
+    id : int = 0
+    hotword: str = ""
+    weight: int = 0
+    hotword_list: list = []
+    def get_create(self):
+        if self.hotword:
+            self.hotword = self.hotword.replace(",", "，")
+            self.hotword_list = self.hotword.split("，")
+            return self
+        else:
+            raise ParamsError(message="Hotword and weight can't be empty")
+    
+    def get_update(self):
+        if self.id and (self.hotword or self.weight):
+            return self
+        else:
+            raise ParamsError(message="ID and either hotword or weight can't be empty")
+        
+    def get_delete(self):
+        if self.id:
+            return self
+        else:
+            raise ParamsError(message="ID can't be empty")
+
+class ReplaceHotwordModel(BaseModel):
+    id : int = 0
+    origin_word: str = ""
+    hotword: str = ""
+    meeting_id: str = ""
+    replace_list: list = []
+
+    def get_create(self):
+        if self.replace_list:
+            return self
+        else:
+            raise ParamsError(message="Origin word and hotword can't be empty")
+    
+    def get_update(self):
+        if self.id and (self.origin_word or self.hotword):
+            return self
+        else:
+            raise ParamsError(message="ID and either origin word or hotword can't be empty")
+        
+    def get_delete(self):
+        if self.id:
+            return self
+        else:
+            raise ParamsError(message="ID can't be empty")

app/services/ai_meeting.py

@@ -0,0 +1,297 @@
+import json
+from typing import List, Optional, Any
+
+from future.backports.datetime import datetime
+from sqlalchemy import select, func
+
+from app.utils.common import uuid_generate
+from app.utils.oss import get_object
+from app.models.db import get_async_session
+from app.models.common import Page
+from app.models.ai_meeting import (
+    AIMeeting,
+    AIMeetingStatus,
+    AIMeetingModel,
+    AIMeetingMinutesTemplate,
+    AIMeetingRecord,
+    AIMeetingMinutesTemplateModel,
+    AIMeetingRecordModel, AIMeetingUser, AIMeetingUserModel,
+)
+
+
+class AIMeetingService:
+
+    @staticmethod
+    async def get_ai_meeting(meeting_id: str) -> Optional[AIMeeting]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(AIMeeting).where(AIMeeting.id == meeting_id)
+            )
+            return result.scalar_one_or_none()
+
+    @staticmethod
+    async def list_ai_meetings(page: Page) -> Optional[Any]:
+        async with get_async_session() as session:
+            query = select(AIMeeting)
+            if page.keyword:
+                query = query.where(AIMeeting.name.like('%{}%'.format(page.keyword)))
+            result = await session.execute(page(query).order_by(AIMeeting.created_at.desc()))
+            return  result.scalars().all()
+
+    @staticmethod
+    async def ai_meetings_total(page: Page) -> Optional[Any]:
+        async with get_async_session() as session:
+            # 计算总记录数
+            total_query = select(func.count()).select_from(AIMeeting)
+            if page.keyword:
+                total_query = total_query.where(AIMeeting.name.like('%{}%'.format(page.keyword)))
+            total_result = await session.execute(total_query)
+            return total_result.scalar()
+
+    @staticmethod
+    async def create_offline_ai_meeting(
+        ai_meeting: AIMeetingModel,
+    ) -> Optional[AIMeeting]:
+        async with get_async_session() as session:
+            meeting = AIMeeting(
+                id=await uuid_generate(),
+                name=ai_meeting.name,
+                description=ai_meeting.description,
+                status=AIMeetingStatus.PROCESSING,
+                duration=ai_meeting.duration,
+                file_url=ai_meeting.file_url,
+            )
+            session.add(meeting)
+            await session.commit()
+            return meeting
+
+    @staticmethod
+    async def create_realtime_ai_meeting(
+        ai_meeting: AIMeetingModel,
+    ) -> Optional[AIMeeting]:
+        async with get_async_session() as session:
+            meeting = AIMeeting(
+                id=await uuid_generate(),
+                name=ai_meeting.name,
+                description=ai_meeting.description,
+                status=AIMeetingStatus.RECRODING,
+            )
+            session.add(meeting)
+            await session.commit()
+            return meeting
+
+    @staticmethod
+    async def update_ai_meeting(ai_meeting: AIMeetingModel) -> Optional[AIMeeting]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(AIMeeting).where(AIMeeting.id == ai_meeting.id)
+            )
+            meeting = result.scalar_one_or_none()
+            if meeting is None:
+                return None
+            if ai_meeting.name:
+                meeting.name = ai_meeting.name
+            if ai_meeting.description:
+                meeting.description = ai_meeting.description
+            if ai_meeting.duration:
+                meeting.duration = ai_meeting.duration
+            if ai_meeting.status:
+                meeting.status = ai_meeting.status
+            if ai_meeting.asr_task_id:
+                meeting.asr_task_id = ai_meeting.asr_task_id
+            if ai_meeting.file_url:
+                meeting.file_url = ai_meeting.file_url
+            if ai_meeting.view_content:
+                meeting.view_content = ai_meeting.view_content
+            meeting.updated_at = datetime.now()
+            await session.commit()
+            return meeting
+
+    @staticmethod
+    async def delete_ai_meeting(meeting_id: str) -> Optional[AIMeeting]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(AIMeeting).where(AIMeeting.id == meeting_id)
+            )
+            meeting = result.scalar_one_or_none()
+            if meeting is None:
+                return None
+            await session.delete(meeting)
+            await session.commit()
+            return meeting
+
+
+    @staticmethod
+    async def list_ai_meeting_users(page: Page) -> Optional[Any]:
+        async with get_async_session() as session:
+            result = await session.execute(page(select(AIMeetingUser)))
+            return result.scalars().all()
+
+    @staticmethod
+    async def ai_meeting_user_total() -> Optional[Any]:
+        async with get_async_session() as session:
+            # 计算总记录数
+            total_query = select(func.count()).select_from(AIMeetingUser)
+            total_result = await session.execute(total_query)
+            return total_result.scalar()
+
+    @staticmethod
+    async def update_ai_meeting_user(
+                user: AIMeetingUserModel,
+        ) -> Optional[AIMeetingUser]:
+            async with get_async_session() as session:
+                result = await session.execute(
+                    select(AIMeetingUser).where(
+                        AIMeetingUser.id == user.id
+                    )
+                )
+                update_user = result.scalar_one()
+                update_user.name = user.name
+
+                await session.commit()
+                return update_user
+
+    @staticmethod
+    async def create_or_update_ai_meeting_user(
+            user: AIMeetingUserModel,
+    ) -> Optional[AIMeetingUser]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(AIMeetingUser).where(
+                    AIMeetingUser.id == user.id
+                )
+            )
+            update_user = result.scalar_one_or_none()
+
+            if not update_user:
+                new_user = AIMeetingUser(
+                    id=user.id,
+                    name=user.name,
+                )
+                session.add(new_user)
+            else:
+                update_user.name = user.name
+            await session.commit()
+            return None
+
+    @staticmethod
+    async def get_ai_meeting_user(user_id: str) -> Optional[AIMeetingUser]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(AIMeetingUser).where(
+                    AIMeetingUser.id == user_id
+                )
+            )
+            return result.scalar_one_or_none()
+
+    @staticmethod
+    async def update_ai_meeting_record(
+            meeting: AIMeetingModel,
+    ) -> Optional[AIMeeting]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(AIMeeting).where(
+                    AIMeeting.id == meeting.id
+                )
+            )
+            update_meeting = result.scalar_one()
+            view_content = update_meeting.view_content
+            json_content = []
+            if view_content:
+                json_content = json.loads(view_content)
+            json_content.append(meeting.content)
+            update_meeting.view_content = json.dumps(json_content)
+            await session.commit()
+            return update_meeting
+
+    @staticmethod
+    async def replace_ai_meeting_record(
+            meeting: AIMeetingModel,
+    ) -> Optional[AIMeeting]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(AIMeeting).where(
+                    AIMeeting.id == meeting.id
+                )
+            )
+            update_meeting = result.scalar_one()
+            view_content = update_meeting.view_content
+            json_content = []
+            if view_content:
+                json_content = json.loads(view_content)
+            new_content = []
+            for i in json_content:
+                original_string = i["text"]
+                for replace in meeting.replace_word:
+                    original_string = original_string.replace(replace["origin_word"], replace["hotword"])
+                i["text"] = original_string
+                new_content.append(i)
+            update_meeting.view_content = json.dumps(new_content)
+            await session.commit()
+            return update_meeting
+
+    @staticmethod
+    async def get_ai_meeting_minutes_template(
+            template_id: int,
+    ) -> Optional[AIMeetingMinutesTemplate]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(AIMeetingMinutesTemplate).where(
+                    AIMeetingMinutesTemplate.id == template_id
+                )
+            )
+            return result.scalar_one_or_none()
+
+    @staticmethod
+    async def list_ai_meeting_minutes_templates(
+            page: Page,
+    ) -> Optional[AIMeetingMinutesTemplate]:
+        async with get_async_session() as session:
+            result = await session.execute(page(select(AIMeetingMinutesTemplate)))
+            return result.scalars().all()
+
+    @staticmethod
+    async def create_ai_meeting_minutes_template(
+            template: AIMeetingMinutesTemplateModel,
+    ) -> Optional[AIMeetingMinutesTemplate]:
+        async with get_async_session() as session:
+            new_template = AIMeetingMinutesTemplate(
+                name=template.name,
+                description=template.description,
+            )
+            session.add(new_template)
+            await session.commit()
+            return new_template
+
+    @staticmethod
+    async def update_ai_meeting_minutes_template(
+            template: AIMeetingMinutesTemplateModel,
+    ) -> Optional[AIMeetingMinutesTemplate]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(AIMeetingMinutesTemplate).where(
+                    AIMeetingMinutesTemplate.id == template.id
+                )
+            )
+            update_template = result.scalar_one()
+            if template.name:
+                update_template.name = template.name
+            if template.description:
+                update_template.description = template.description
+            await session.commit()
+            return update_template
+
+    @staticmethod
+    async def delete_ai_meeting_minutes_template(
+            template_id: int,
+    ) -> Optional[AIMeetingMinutesTemplate]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(AIMeetingMinutesTemplate).where(
+                    AIMeetingMinutesTemplate.id == template_id
+                )
+            )
+            template = result.scalar_one()
+            await session.delete(template)
+            await session.commit()
+            return template

app/services/asr.py

@@ -0,0 +1,112 @@
+import asyncio
+import json
+from typing import Optional, Any
+
+from sqlalchemy import select
+
+from app.config.config import settings
+from app.models.db import get_async_session
+from app.models.asr import AsrRecordStatus, AsrRecordTypes, AsrRecord, AsrRecordModel
+from app.errors.base import ParamsError
+from app.utils.common import uuid_generate
+from app.utils.httpbase import HttpBase
+
+
+class AsrRecordService:
+
+    @staticmethod
+    async def get_asr_record(record_id: int) -> Optional[AsrRecord]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(AsrRecord).where(AsrRecord.id == record_id)
+            )
+            return result.scalar_one_or_none()
+
+    @staticmethod
+    async def list_asr_records(page: int, page_size: int) -> Optional[AsrRecord]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(AsrRecord).offset((page - 1) * page_size).limit(page_size)
+            )
+            return result.scalars().all()
+
+    @staticmethod
+    async def create_offline_asr_record(asr_record: AsrRecordModel) -> Optional[AsrRecord]:
+        async with get_async_session() as session:
+            record = AsrRecord(
+                id=await uuid_generate(),
+                task_id=asr_record.task_id,
+                meeting_id=asr_record.meeting_id,
+                file_url=asr_record.file_url,
+                type=AsrRecordTypes.OFFLINE,
+                status=AsrRecordStatus.PROCESSING,
+            )
+            session.add(record)
+            await session.commit()
+            return record
+
+    @staticmethod
+    async def create_realtime_asr_record(asr_record: AsrRecordModel) -> Optional[AsrRecord]:
+        async with get_async_session() as session:
+            record = AsrRecord(
+                task_id=asr_record.task_id,
+                file_url=asr_record.file_url,
+                type=AsrRecordTypes.REALTIME,
+                status=AsrRecordStatus.PROCESSING,
+            )
+            session.add(record)
+            await session.commit()
+            return record
+
+    @staticmethod
+    async def update_asr_record(asr_record: AsrRecordModel) -> Optional[AsrRecord]:
+        async with get_async_session() as session:
+            if asr_record.id:
+                result = await session.execute(
+                    select(AsrRecord).where(AsrRecord.id == asr_record.id)
+                )
+                record = result.scalar_one()
+            elif asr_record.task_id:
+                result = await session.execute(
+                    select(AsrRecord).where(AsrRecord.task_id == asr_record.task_id)
+                )
+                record = result.scalar_one_or_none()
+            else:
+                raise ParamsError(message="Either 'id' or 'task_id' must be provided to update the record.")
+            if not record:
+                raise ParamsError(message="Either 'id' or 'task_id' must be provided to update the record.")
+            if asr_record.file_url:
+                record.file_url = asr_record.file_url
+            if asr_record.type:
+                record.type = asr_record.type
+            if asr_record.status:
+                record.status = asr_record.status
+            if asr_record.result_url:
+                record.result_url = asr_record.result_url
+            await session.commit()
+            return record
+
+
+    @staticmethod
+    async def create_asr_task_async(asr_record: AsrRecordModel) -> Optional[Any]:
+        url = f"http://{settings.meeting_file_base_url}/api/process_audio_async"
+        try:
+            res = await HttpBase.http_post(url, {"audio_url": asr_record.file_url, "hotwords": asr_record.hotwords}, {})
+            print(res.status_code)
+            print(res.text)
+            if res and res.status_code == 200:
+                return res.json()
+        except Exception as e:
+            print(e)
+        return {}
+
+if __name__ =="__main__":
+
+    async def a():
+        res = await AsrRecordService.create_asr_task_async(AsrRecordModel(file_url="http://192.168.20.119:9000/aimeeting/e0df3b8befc342539257d5fa35d5b578.wav"))
+        print(res)
+        # print(res.status_code)
+        # print(res.text)
+
+
+    asyncio.run(a())

app/services/files.py

@@ -0,0 +1,19 @@
+import json
+from typing import List, Optional, Any
+from sqlalchemy import select, func
+
+from app.utils.common import uuid_generate
+from app.utils.oss import get_object, put_object
+from app.models.db import get_async_session
+from app.models.common import Page
+
+class FileUploadService:
+
+    @staticmethod
+    async def upload_minio(filename, file_content, length) -> str:
+        try:
+            file_upload = await put_object(filename, file_content, length)
+            return file_upload
+        except Exception as e:
+            print(e)
+            return ""

app/services/hotword.py

@@ -0,0 +1,187 @@
+import re
+from typing import Any, Optional, AsyncGenerator
+
+from sqlalchemy import select, func, delete
+
+from app.errors.hotword import HotwordOutofLimit, HotwordNotFound
+from app.models.db import get_async_session
+from app.models.common import Page
+from app.models.hotword import (
+    ReplaceHotword,
+    ASRHotword,
+    ASRHotwordModel,
+    ReplaceHotwordModel,
+)
+
+
+class ReplaceHotwordService:
+
+    @staticmethod
+    async def get_replace_hotword(
+        replace_hotword: ReplaceHotwordModel,
+    ) -> Optional[ReplaceHotword]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(ReplaceHotword).where(ReplaceHotword.id == replace_hotword.id)
+            )
+            res = result.scalar_one_or_none()
+            if res is None:
+                raise HotwordNotFound
+            return res
+
+    @staticmethod
+    async def list_replace_hotwords(page: Page) -> Optional[Any]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                page(select(ReplaceHotword).order_by(ReplaceHotword.id.desc()))
+            )
+            return result.scalars().all()
+
+    @staticmethod
+    async def replace_hotwords_total() -> Optional[Any]:
+        async with get_async_session() as session:
+            # 计算总记录数
+            total_query = select(func.count()).select_from(ReplaceHotword)
+            total_result = await session.execute(total_query)
+            return total_result.scalar()
+
+    @staticmethod
+    async def get_all_replace_hotwords() -> AsyncGenerator[ReplaceHotword, None]:
+        async with get_async_session() as session:
+            result = await session.execute(select(ReplaceHotword))
+            for i in result.scalars():
+                yield i
+
+    @staticmethod
+    async def create_replace_hotword(
+        replace_hotword: ReplaceHotwordModel,
+    ) -> int:
+        async with get_async_session() as session:
+            res = await session.execute(select(func.count()).select_from(ReplaceHotword))
+            count = res.scalar_one()
+            if count + len(replace_hotword.replace_list) > 200:
+                # await session.rollback()
+                raise HotwordOutofLimit
+            for replace in replace_hotword.replace_list:
+                new_replace_hotword = ReplaceHotword(
+                    origin_word=replace["origin_word"],
+                    hotword=replace["hotword"],
+                )
+                session.add(new_replace_hotword)
+
+            await session.commit()
+            return count + len(replace_hotword.replace_list)
+
+    @staticmethod
+    async def update_replace_hotword(
+        replace_hotword: ReplaceHotwordModel,
+    ) -> Optional[ReplaceHotword]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(ReplaceHotword).
+                where(ReplaceHotword.id == replace_hotword.id)
+            )
+            update_replace_hotword = result.scalar_one_or_none()
+            if update_replace_hotword is None:
+                raise HotwordNotFound
+            if replace_hotword.origin_word:
+                update_replace_hotword.origin_word = replace_hotword.origin_word
+            if replace_hotword.hotword:
+                update_replace_hotword.hotword = replace_hotword.hotword
+            await session.commit()
+            return replace_hotword
+
+    @staticmethod
+    async def delete_replace_hotword(
+        replace_hotword: ReplaceHotwordModel,
+    ) -> Optional[ReplaceHotword]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(ReplaceHotword).where(ReplaceHotword.id == replace_hotword.id)
+            )
+            replace_result = result.scalar_one_or_none()
+            if replace_result is None:
+                return None
+            await session.delete(replace_result)
+            await session.commit()
+            return None
+
+
+
+class ASRHotwordService:
+
+    @staticmethod
+    async def get_asr_hotword(asr_hotword: ASRHotwordModel) -> Optional[ASRHotword]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(ASRHotword).where(ASRHotword.id == asr_hotword.id)
+            )
+            res = result.scalar_one_or_none()
+            if res is None:
+                raise HotwordNotFound
+            return res
+
+    @staticmethod
+    async def list_asr_hotwords(page: Page) -> Optional[Any]:
+        async with get_async_session() as session:
+            result = await session.execute(
+                page(select(ASRHotword).order_by(ASRHotword.id.desc()))
+            )
+            return result.scalars().all()
+
+    @staticmethod
+    async def asr_hotwords_total() -> Optional[Any]:
+        async with get_async_session() as session:
+            # 计算总记录数
+            total_query = select(func.count()).select_from(ASRHotword)
+            total_result = await session.execute(total_query)
+            return total_result.scalar()
+
+    @staticmethod
+    async def get_all_asr_hotwords() -> AsyncGenerator[ASRHotword, None]:
+        async with get_async_session() as session:
+            result = await session.execute(select(ASRHotword))
+            for i in result.scalars():
+                yield i
+
+    @staticmethod
+    async def create_asr_hotword(asr_hotword: ASRHotwordModel) -> int:
+        async with get_async_session() as session:
+            res = await session.execute(select(func.count()).select_from(ASRHotword))
+            count = res.scalar_one()
+            if count + len(asr_hotword.hotword_list) > 200:
+                # await session.rollback()
+                raise HotwordOutofLimit
+            for hotword in asr_hotword.hotword_list:
+                new_hotword = ASRHotword(
+                    hotword=hotword
+                )
+                session.add(new_hotword)
+
+            await session.commit()
+            return count + len(asr_hotword.hotword_list)
+
+    @staticmethod
+    async def update_asr_hotword(asr_hotword: ASRHotwordModel):
+        async with get_async_session() as session:
+            result = await session.execute(
+                select(ASRHotword).where(ASRHotword.id == asr_hotword.id)
+            )
+            update_asr_hotword = result.scalar_one_or_none()
+            if update_asr_hotword is None:
+                raise HotwordNotFound
+            if asr_hotword.hotword:
+                update_asr_hotword.hotword = asr_hotword.hotword
+            if asr_hotword.weight:
+                update_asr_hotword.weight = asr_hotword.weight
+            await session.commit()
+
+    @staticmethod
+    async def delete_asr_hotword(asr_hotword: ASRHotwordModel):
+        async with get_async_session() as session:
+            res = await session.execute(
+                delete(ASRHotword).where(ASRHotword.id == asr_hotword.id)
+            )
+            await session.commit()
+            if res.rowcount == 0:
+                raise HotwordNotFound

app/utils/audio.py

@@ -0,0 +1,12 @@
+from aiofiles.os import remove
+# from ffmpeg.asyncio import FFmpeg
+
+
+async def convert_to_mp3(input_path: str):
+    ffmpeg = FFmpeg()
+    output_path = input_path.rsplit(".", 2)[0] + ".mp3"
+    await ffmpeg.option("y").input(input_path).output(
+        output_path, acodec="libmp3lame"
+    ).execute()
+    await remove(input_path)
+    return output_path

app/utils/common.py

@@ -0,0 +1,52 @@
+import asyncio
+import re
+import uuid
+
+from docx import Document
+
+
+async def uuid_generate():
+    return str(uuid.uuid4()).replace("-", "")
+
+
+
+async def text_replace(text: str, replace_dict : dict) -> str:
+    original_string = text
+    for old, new in replace_dict.items():
+        original_string = text.replace(old, new)
+    return original_string
+
+
+
+async def generate_word_document(content):
+    doc = Document()
+    # 添加标题
+    doc.add_heading('会议纪要', level=1)
+
+    # 将内容按段落分割并写入文档
+    for paragraph in content.split('\n\n'):
+        doc.add_paragraph(paragraph)
+
+    return doc
+
+
+
+async def match_content_keyword(content) -> str:
+    chinese_characters = re.findall(r'[\u4e00-\u9fff]+', content)
+
+    # 合并提取的汉字
+    chinese_text = ','.join(chinese_characters)
+    return chinese_text[:255].lstrip("会议纪要总结,讨论主题,")
+
+
+if __name__ =="__main__":
+
+    async def a():
+
+        content = '### 会议纪要\n\n**讨论主题：** 语音识别系统的问题与优化\n\n**关键要点：**\n- **语音识别问题：**\n  - 语音识别系统在多人对话时出现识别混乱，无法准确区分不同用户的声音。\n  - 识别结果有时会出现错误，例如将一个人的声音识别为另一个人。\n- **技术问题：**\n  - 会议录音过程中，系统可能会不断累积数据，导致前端处理速度变慢，甚至崩溃。\n  - 需要优化前端和后端的数据处理方式，避免数据量过大导致的问题。\n- **功能优化：**\n  - 会议录音功能需要改进，确保录音开始后可以返回原页面继续操作。\n  - 需要实现虚拟列表功能，以优化大量数据的展示和处理。\n  - 前端数据存储应考虑使用本地数据库，减少内存占用。\n\n**待办事项：**\n- **优化语音识别算法：**\n  - 负责人：speaker1\n  - 完成时间：待定\n- **改进会议录音功能：**\n  - 负责人：speaker4\n  - 完成时间：待定\n- **实现虚拟列表功能：**\n  - 负责人：speaker5\n  - 完成时间：待定\n- **优化前端数据存储：**\n  - 负责人：speaker3\n  - 完成时间：待定\n\n**其他讨论：**\n- 会议中提到的一些技术细节和具体实现方案，需要进一步讨论和确认。\n- 需要与客户沟通，了解他们的具体需求和反馈，以便更好地优化系统。'
+        res = await match_content_keyword(content)
+        print(res)
+
+
+    asyncio.run(a())
+

app/utils/dag.py

@@ -0,0 +1,99 @@
+import asyncio
+from typing import Callable, Annotated, Awaitable, Dict, TypedDict
+import networkx as nx
+from app.errors.base import ParamsError
+
+START = "start"
+END = "end"
+
+
+class Message(TypedDict):
+    role: str
+    content: str
+
+
+def messages_merge(messages: list[Message], new_messages: list[Message]):
+    for message in new_messages:
+        messages.append(message)
+    return messages
+
+
+class Status(TypedDict):
+    messages: Annotated[list[Message], messages_merge]
+
+class DAGResult:
+    def __init__(self):
+        self.result = None
+
+    def set_result(self, result: Awaitable):
+        self.result = result
+
+    async def get_result(self):
+        return await self.result 
+
+def update_status(status_type:type ,u: Status, v: Status):
+    for key in v:
+        if key in u:
+            key_type = status_type.__annotations__.get(key)
+            if key_type and key_type.__metadata__:
+                merge_func = status_type.__annotations__[key].__metadata__[0]
+                u[key] = merge_func(u[key], v[key])
+        else:
+            u[key] = v[key]
+
+async def nop(status: Status):
+    return {}
+class RunableDAG(nx.DiGraph):
+    def __init__(self, status_type:type, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+        self.status_type = status_type
+        self.add_node(START, task=nop)
+        self.add_node(END, task=nop)
+
+    async def run(self, status: Status):
+        result = DAGResult()
+        tasks: Dict[str, asyncio.Future] = {}
+        async def run_node(node: str):
+            for predecessor in self.predecessors(node):
+                await tasks[predecessor]
+            future = asyncio.ensure_future(self.nodes[node]["task"](status))
+            tasks[node] = future
+            update_status(self.status_type, status, await future)
+
+        for nodes in nx.topological_generations(self):
+            if START in nodes and len(nodes) > 1:
+                raise ParamsError(message="Only START can be entry")
+            await asyncio.gather(*[run_node(node) for node in nodes])
+        return status
+
+    def add_node(self, name: str, task: Callable[[Status], Status]):
+        super().add_node(name, task=task)
+
+    def add_edge(self, u, v):
+        if v == START:
+            raise ParamsError(message="Cannot add edge to start node")
+        if u == END:
+            raise ParamsError(message="Cannot add edge from end node")
+        super().add_edge(u, v)
+
+        
+if __name__ == "__main__":
+    async def aa(status:Status):
+        return {"messages":[{"role":"ai","content":"aa"}]}
+
+    async def bb(status:Status):
+        return {"messages":[{"role":"ai","content":"bb"}]}
+
+    async def test(status:Status):
+        dag = RunableDAG(Status)
+        dag.add_node("aa",aa)
+        dag.add_node("bb",bb)
+        dag.add_edge(START,"aa")
+        dag.add_edge(START,"bb")
+        dag.add_edge("aa",END)
+        dag.add_edge("bb",END)
+        a = await dag.run(status=status)
+        print(a)
+
+
+    asyncio.run(test(Status(messages=[])))

app/utils/httpbase.py

@@ -0,0 +1,39 @@
+import json
+
+import httpx
+
+class HttpBase:
+
+    @staticmethod
+    async def http_stream(url, data, headers, timeout=300):
+        async with httpx.AsyncClient(timeout=timeout) as client:
+
+            async with client.stream("POST", url, json=data, headers=headers) as response:
+                if response.status_code == 200:
+                    try:
+                        async for answer in response.aiter_text():
+                            yield answer
+                    except GeneratorExit as e:
+                        print(e)
+                        return
+                else:
+                    yield f"Error: {response.status_code}"
+
+    @staticmethod
+    async def http_post(url, data, headers, timeout=300):
+        async with httpx.AsyncClient(timeout=timeout) as client:
+            response = await client.post(url, json=data, headers=headers)
+            return response
+
+    @staticmethod
+    async def http_get(url, params, headers, timeout=300):
+        async with httpx.AsyncClient(timeout=timeout) as client:
+            response = await client.get(url, params=params, headers=headers)
+            return response
+
+    @staticmethod
+    async def get_headers(token):
+        return {
+            'Content-Type': 'application/json',
+            'Authorization': f'Bearer {token}'
+        }

app/utils/llm.py

@@ -0,0 +1,4 @@
+# import openai
+# _client = openai.AsyncOpenAI(api_key="",base_url="")
+# async def chat(messages):
+#     _client.

app/utils/oss.py

@@ -0,0 +1,49 @@
+import asyncio
+
+from miniopy_async import Minio
+
+from app.config.config import settings
+
+MINIO_URL= settings.minio_api_url
+_client = Minio(
+    endpoint=MINIO_URL,
+    access_key=settings.minio_access_key,
+    secret_key=settings.minio_secret_key,
+    secure=False,
+)
+
+DEFAULT_BUCKET_NAME = settings.minio_bucket_name
+
+async def upload_file(object_name: str, file_path: str):
+    res = await _client.fput_object(DEFAULT_BUCKET_NAME, object_name, file_path)
+    return  f"/{DEFAULT_BUCKET_NAME}/{res.object_name}"
+
+
+
+async def download_file(object_name: str, file_path: str):
+    await _client.fget_object(DEFAULT_BUCKET_NAME, object_name, file_path)
+
+
+async def put_object(object_name: str, data: bytes, length:int):
+    res = await _client.put_object(DEFAULT_BUCKET_NAME, object_name, data=data,length=length,content_type="audio/wav")
+    return f"/{DEFAULT_BUCKET_NAME}/{res.object_name}"
+
+
+async def get_object(object_name: str):
+    return await _client.get_object(DEFAULT_BUCKET_NAME, object_name)
+
+
+async def remove_object(object_name: str):
+    await _client.remove_object(DEFAULT_BUCKET_NAME, object_name)
+
+
+async def get_object_url(object_name: str) -> str:
+    return _client.presigned_get_object(DEFAULT_BUCKET_NAME, object_name)
+
+
+
+if __name__ == "__main__":
+    async def ttt():
+        r = await upload_file("111.jpg", "C:\\Users\\stone\\Desktop\\images\\111.jpg")
+        print(r)
+    asyncio.run(ttt())

app/utils/savefile.py

@@ -0,0 +1,134 @@
+import hashlib
+import os
+import struct
+import wave
+from enum import Enum
+import aiofiles.os
+import anyio
+import aiofiles
+import nanoid
+from fastapi import UploadFile
+
+LOCALBASE = "audios/"
+
+
+async def save_file(file: UploadFile) -> str:
+    """
+    save file to local and return the md5 hash local_path of the file
+
+    """
+    random_filename = nanoid.generate()
+    ext = "." + file.filename.split(".")[-1]
+    ramdon_path = LOCALBASE + random_filename + ext
+    f: anyio.AsyncFile[bytes] = await anyio.open_file(ramdon_path, "wb")
+    while content := await file.read(4096):
+        await f.write(content)
+    await f.aclose()
+    return ramdon_path
+
+
+class FileStatus(Enum):
+    INIT = 1
+    OPENED = 2
+    CLOSED = 3
+
+
+class StreamFileSaver:
+    def __init__(self):
+        self.status = FileStatus.INIT
+        self.ext = "wav"  # 默认扩展名
+        self.file = None
+        self.random_path = None
+        self.audio_data_list = []
+
+    async def aset_ext(self, ext: str = "wav"):
+        assert self.status == FileStatus.INIT, "File status must be INIT to set extension"
+        self.ext = ext
+        random_filename = nanoid.generate()
+        self.ramdon_path = LOCALBASE + random_filename + ext
+        await self._aopen()
+        self.status = FileStatus.OPENED
+
+    async def _aopen(self):
+        self.file = await anyio.open_file(self.ramdon_path, "wb")
+
+    async def awrite(self, data: bytes):
+        assert self.status == FileStatus.OPENED, "File status must be OPENED to write data"
+        audio_size = len(data)
+        wav_header = await self.create_wav_header(audio_size=audio_size, sample_rate=16000, bits=16,
+                                                  channels=1)  # 44100
+        await self.file.write(wav_header)
+        await self.file.write(data)
+
+    async def _aclose(self):
+        if self.file:
+            await self.file.aclose()
+            self.status = FileStatus.CLOSED
+
+    async def __aenter__(self):
+        return self
+
+    async def __aexit__(self, exc_type, exc_value, traceback):
+        print("--------------------退出：saver-----------------------------")
+        await self.awrite(b''.join(self.audio_data_list))
+        await self._aclose()
+
+    async def exit(self, *args, **kwargs):
+        await self.__aexit__(*args, **kwargs)
+
+    def get_file_path(self):
+        # assert self.status == FileStatus.CLOSED, "File status must be CLOSED to get file path"
+        return self.ramdon_path
+
+    @staticmethod
+    async def create_wav_header(audio_size: int, sample_rate: int, bits: int, channels: int):
+        header = b''
+        header += b"RIFF"
+        header += struct.pack('I', int(audio_size + 44 - 8))
+        header += b"WAVEfmt "
+        header += b'\x10\x00\x00\x00'
+        header += b'\x01\x00'
+        header += struct.pack('H', channels)
+        header += struct.pack('I', sample_rate)
+        header += struct.pack('I', int(sample_rate * bits / 8))
+        header += struct.pack('H', int(channels * bits / 8))
+        header += struct.pack('H', bits)
+        header += b'data'
+        header += struct.pack('I', audio_size)
+        return header
+
+    @staticmethod
+    async def get_duration(file_path):
+        duration = 0
+        try:
+            with wave.open(file_path, 'rb') as wav_file:
+                # 获取帧率（采样率）
+                frame_rate = wav_file.getframerate()
+                # 获取总帧数
+                num_frames = wav_file.getnframes()
+                # 计算时长（秒）
+                duration = num_frames / float(frame_rate)
+        except Exception as e:
+            print(e)
+        return duration
+
+    @staticmethod
+    async def remove_file(file_path):
+        if os.path.exists(file_path):
+            # 删除文件
+            os.remove(file_path)
+
+async def rename_to_md5(path: str) -> str:
+    hash = hashlib.md5()
+    async with aiofiles.open(path, "rb") as f:
+        hash.update(await f.read(4096))
+    filename = hash.hexdigest()
+    new_path = LOCALBASE + filename + "." + path.split(".")[-1]
+    await aiofiles.os.rename(path, new_path)
+    return new_path
+
+
+def md5sum(data: bytes) -> str:
+    hash = hashlib.md5()
+    hash.update(data)
+    return hash.hexdigest()

gunicorn.conf.py

@@ -0,0 +1,4 @@
+wsgi_app = "main:application"
+bind = "0.0.0.0:9301"
+workers = 1
+worker_class = "uvicorn_worker.UvicornWorker"

main.py

@@ -0,0 +1,7 @@
+from app import application
+
+
+if __name__ == "__main__":
+    import uvicorn
+
+    uvicorn.run(application, host="0.0.0.0", port=9601)

poetry.lock

@@ -0,0 +1,2157 @@
+# This file is automatically @generated by Poetry 2.0.0 and should not be changed by hand.
+
+[[package]]
+name = "aiofile"
+version = "3.9.0"
+description = "Asynchronous file operations."
+optional = false
+python-versions = ">=3.8,<4"
+groups = ["main"]
+files = [
+    {file = "aiofile-3.9.0-py3-none-any.whl", hash = "sha256:ce2f6c1571538cbdfa0143b04e16b208ecb0e9cb4148e528af8a640ed51cc8aa"},
+    {file = "aiofile-3.9.0.tar.gz", hash = "sha256:e5ad718bb148b265b6df1b3752c4d1d83024b93da9bd599df74b9d9ffcf7919b"},
+]
+
+[package.dependencies]
+caio = ">=0.9.0,<0.10.0"
+
+[package.source]
+type = "legacy"
+url = "https://mirrors.aliyun.com/pypi/simple"
+reference = "mirrors"
+
+[[package]]
+name = "aiofiles"
+version = "24.1.0"
+description = "File support for asyncio."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5"},
+    {file = "aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://mirrors.aliyun.com/pypi/simple"
+reference = "mirrors"
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.4.4"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
+    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://mirrors.aliyun.com/pypi/simple"
+reference = "mirrors"
+
+[[package]]
+name = "aiohttp"
+version = "3.11.11"
+description = "Async http client/server framework (asyncio)"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a60804bff28662cbcf340a4d61598891f12eea3a66af48ecfdc975ceec21e3c8"},
+    {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4b4fa1cb5f270fb3eab079536b764ad740bb749ce69a94d4ec30ceee1b5940d5"},
+    {file = "aiohttp-3.11.11-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:731468f555656767cda219ab42e033355fe48c85fbe3ba83a349631541715ba2"},
+    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cb23d8bb86282b342481cad4370ea0853a39e4a32a0042bb52ca6bdde132df43"},
+    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f047569d655f81cb70ea5be942ee5d4421b6219c3f05d131f64088c73bb0917f"},
+    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dd7659baae9ccf94ae5fe8bfaa2c7bc2e94d24611528395ce88d009107e00c6d"},
+    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:af01e42ad87ae24932138f154105e88da13ce7d202a6de93fafdafb2883a00ef"},
+    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5854be2f3e5a729800bac57a8d76af464e160f19676ab6aea74bde18ad19d438"},
+    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:6526e5fb4e14f4bbf30411216780c9967c20c5a55f2f51d3abd6de68320cc2f3"},
+    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:85992ee30a31835fc482468637b3e5bd085fa8fe9392ba0bdcbdc1ef5e9e3c55"},
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+    {file = "yarl-1.18.3.tar.gz", hash = "sha256:ac1801c45cbf77b6c99242eeff4fffb5e4e73a800b5c4ad4fc0be5def634d2e1"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+propcache = ">=0.2.0"
+
+[package.source]
+type = "legacy"
+url = "https://mirrors.aliyun.com/pypi/simple"
+reference = "mirrors"
+
+[metadata]
+lock-version = "2.1"
+python-versions = ">=3.10,<4.0"
+content-hash = "abf5c338080f072957cd0edb2b6b7443b2712271c174b539302e1880540c22a6"

pyproject.toml

@@ -0,0 +1,34 @@
+[project]
+name = "ai-meeting"
+version = "0.1.0"
+description = ""
+authors = [
+    {name = "caoshuai",email = "caoshuai45@gmail.com"}
+]
+readme = "README.md"
+requires-python = ">=3.10,<4.0"
+dependencies = [
+    "fastapi (>=0.115.6,<0.116.0)",
+    "uvicorn[standard] (>=0.34.0,<0.35.0)",
+    "uvicorn-worker (>=0.3.0,<0.4.0)",
+    "aiofiles (>=24.1.0,<25.0.0)",
+    "nanoid (>=2.0.0,<3.0.0)",
+    "python-ffmpeg (>=2.0.12,<3.0.0)",
+    "websockets (>=14.1,<15.0)",
+    "sqlalchemy[aiomysql] (>=2.0.36,<3.0.0)",
+    "openai (>=1.59.5,<2.0.0)",
+    "networkx (>=3.4.2,<4.0.0)",
+    "miniopy-async (>=1.21.1,<2.0.0)",
+    "python-multipart (>=0.0.20,<0.0.21)",
+]
+
+
+[build-system]
+requires = ["poetry-core>=2.0.0,<3.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+[[tool.poetry.source]]
+name = "mirrors"
+url = "https://mirrors.aliyun.com/pypi/simple/"
+priority = "primary"
+

requirements.txt

@@ -0,0 +1,13 @@
+fastapi==0.115.6
+sqlalchemy==2.0.37
+aiomysql==0.2.0
+aiofiles==24.1.0
+websockets==14.1
+nanoid==2.0.0
+ffmpeg-python==0.2.0
+miniopy-async==1.21.1
+python-multipart==0.0.20
+uvicorn==0.34.0
+httpx==0.27.2
+PyYAML==6.0.2
+python-docx==1.1.2