feat: linebot & invoice_fetcher

1. add manual captcha 2. remove transaction
2026-05-16 04:41:52 +00:00 · 2026-03-09 15:35:49 +08:00
parent 1ea7feacf1
commit 1fa12fcfad
5 changed files with 317 additions and 153 deletions
--- a/app/captcha_state.py
+++ b/app/captcha_state.py
@@ -0,0 +1,4 @@
+import asyncio
+
+captcha_answer = None
+captcha_event = None
--- a/app/invoice_fetcher.py
+++ b/app/invoice_fetcher.py
@@ -1,14 +1,27 @@
 import asyncio
 import base64
 import os
+import time
+import asyncio
 import requests
 import anthropic
 import urllib3
+import threading
+import captcha_state
+from PIL import Image, ImageOps
+import io
+import cloudinary
+import cloudinary.uploader
 from datetime import datetime, timedelta
 from dotenv import load_dotenv
 from playwright.async_api import async_playwright
 from sqlalchemy import create_engine, Column, Integer, String, Float, DateTime, text
 from sqlalchemy.orm import declarative_base, sessionmaker
+from linebot.v3.messaging import (
+    Configuration, ApiClient, MessagingApi, 
+    PushMessageRequest, TextMessage, ImageMessage
+)
+from urllib.parse import parse_qs

 urllib3.disable_warnings()
 load_dotenv("../.env")
@@ -16,6 +29,13 @@ load_dotenv("../.env")
 EINVOICE_USER = os.getenv("EINVOICE_USER")
 EINVOICE_PASS = os.getenv("EINVOICE_PASS")
 ANTHROPIC_API_KEY = os.getenv("ANTHROPIC_API_KEY")
+MY_USER_ID = os.getenv("LINE_USER_ID")
+
+cloudinary.config(
+    cloud_name=os.getenv("CLOUDINARY_CLOUD_NAME"),
+    api_key=os.getenv("CLOUDINARY_API_KEY"),
+    api_secret=os.getenv("CLOUDINARY_API_SECRET")
+)

 # 本地直接連 localhost
 # DATABASE_URL = os.getenv("LOCAL_DATABASE_URL")
@@ -23,14 +43,14 @@ ANTHROPIC_API_KEY = os.getenv("ANTHROPIC_API_KEY")
 # SessionLocal = sessionmaker(bind=engine)
 Base = declarative_base()

-class Transaction(Base):
-    __tablename__ = "transactions"
-    id = Column(Integer, primary_key=True, index=True)
-    user_id = Column(String)
-    category = Column(String)
-    amount = Column(Float)
-    note = Column(String, nullable=True)
-    created_at = Column(DateTime, default=datetime.now)
+# class Transaction(Base):
+#     __tablename__ = "transactions"
+#     id = Column(Integer, primary_key=True, index=True)
+#     user_id = Column(String)
+#     category = Column(String)
+#     amount = Column(Float)
+#     note = Column(String, nullable=True)
+#     created_at = Column(DateTime, default=datetime.now)

 def solve_captcha(img_b64: str) -> str:
    client = anthropic.Anthropic(api_key=ANTHROPIC_API_KEY)
@@ -57,81 +77,150 @@ def solve_captcha(img_b64: str) -> str:
    )
    return msg.content[0].text.strip()

+async def solve_captcha_manual(img_b64: str):
+    # 1. 解碼圖片並轉成白底
+    img_data = base64.b64decode(img_b64)
+    img = Image.open(io.BytesIO(img_data)).convert("RGBA")
+    
+    # 建立白色背景
+    background = Image.new("RGBA", img.size, (255, 255, 255, 255))
+    background.paste(img, mask=img.split()[3])  # 用 alpha channel 合併
+    white_img = background.convert("RGB")
+    
+    # 存成 bytes
+    buf = io.BytesIO()
+    white_img.save(buf, format="PNG")
+    buf.seek(0)
+    white_b64 = base64.b64encode(buf.read()).decode()
+
+    # 1. 上傳圖片到 Cloudinary
+    upload_res = cloudinary.uploader.upload(
+        f"data:image/png;base64,{white_b64}",
+        public_id=f"captcha_{int(time.time())}",
+        overwrite=True,
+        quality="auto:best",
+        fetch_format="png",
+    )
+    image_url = upload_res["secure_url"]
+    print(f"圖片 URL: {image_url}")
+
+    #  推播給 LINE
+    configuration = Configuration(access_token=os.getenv("LINE_CHANNEL_ACCESS_TOKEN"))
+    with ApiClient(configuration) as api_client:
+        line_bot_api = MessagingApi(api_client)
+        line_bot_api.push_message(PushMessageRequest(
+            to=os.getenv("LINE_USER_ID"),
+            messages=[
+                ImageMessage(
+                    original_content_url=image_url,
+                    preview_image_url=image_url
+                ),
+                TextMessage(text="請輸入驗證碼數字：")
+            ]
+        ))
+
+    # 4. 等待回覆
+    # 用 threading.Event 等待
+    captcha_state.captcha_answer = None
+    captcha_state.captcha_event = threading.Event()
+
+    triggered = captcha_state.captcha_event.wait(timeout=120)
+    if not triggered:
+        raise Exception("⏰ 驗證碼等待超時")
+    
+    return captcha_state.captcha_answer
+
 async def login_and_get_token() -> str | None:
-    async with async_playwright() as p:
-        # 載入登入頁拿 login_challenge
-        browser = await p.chromium.launch(headless=False)
-        page = await browser.new_page()
-        await page.goto("https://www.einvoice.nat.gov.tw/accounts/login/mw")
-        await page.wait_for_timeout(8000)
-        url = page.url
-        print(f"目前 URL: {url}")
+    max_retry = 3
+    for attempt in range(max_retry):
+        print(f"登入嘗試第 {attempt + 1} 次...")
+        try:
+            async with async_playwright() as p:
+                # 載入登入頁拿 login_challenge
+                browser = await p.chromium.launch(headless=False)
+                page = await browser.new_page()
+                await page.goto("https://www.einvoice.nat.gov.tw/accounts/login/mw")
+                await page.wait_for_timeout(8000)
+                url = page.url
+                print(f"目前 URL: {url}")

-        from urllib.parse import parse_qs
-        fragment = url.split("?")[-1] if "?" in url else ""
-        params = parse_qs(fragment)
-        login_challenge = params.get("login_challenge", [None])[0]
-        print(f"login_challenge: {login_challenge}")
                
-        # 拿驗證碼
-        res = requests.get(
-            "https://service-mc.einvoice.nat.gov.tw/act/login/api/act002i/captcha",
-            verify=False
-        )
-        captcha_data = res.json()
-        captcha_token = captcha_data["token"]
-        captcha_text = solve_captcha(captcha_data["image"])
-        print(f"驗證碼: {captcha_text}")
+                fragment = url.split("?")[-1] if "?" in url else ""
+                params = parse_qs(fragment)
+                login_challenge = params.get("login_challenge", [None])[0]
+                print(f"login_challenge: {login_challenge}")

-        # 登入
-        res = requests.post(
-            "https://service-mc.einvoice.nat.gov.tw/act/login/api/client/doLogin",
-            json={
-                "loginType": "U",
-                "userType": "MW",
-                "loginChallenge": login_challenge,
-                "captchaToken": captcha_token,
-                "captcha": captcha_text,
-                "customId": EINVOICE_USER,
-                "password": EINVOICE_PASS,
-            },
-            verify=False
-        )
-        data = res.json()
-        redirect_url = data.get("redirectTo")
-        print(f"redirectTo: {redirect_url}")
+                # 拿驗證碼
+                res = requests.get(
+                    "https://service-mc.einvoice.nat.gov.tw/act/login/api/act002i/captcha",
+                    verify=False
+                )
+                captcha_data = res.json()
+                captcha_token = captcha_data["token"]

-        if not redirect_url:
-            print(f"登入失敗: {data}")
-            await browser.close()
-            return None
+                # 將拿到的圖片存成檔案穰後轉給linebot處理
+                # ✅ 透過 LINE Bot 取得驗證碼
+                captcha_text = await solve_captcha_manual(captcha_data["image"])
+                print(f"驗證碼: {captcha_text}")

-        # 跟隨 redirect 讓 token 存進 localStorage
-        await page.goto(redirect_url)
-        await page.wait_for_load_state("domcontentloaded")
-        await page.wait_for_timeout(8000)  # 等久一點
+                # 登入
+                res = requests.post(
+                    "https://service-mc.einvoice.nat.gov.tw/act/login/api/client/doLogin",
+                    json={
+                        "loginType": "U",
+                        "userType": "MW",
+                        "loginChallenge": login_challenge,
+                        "captchaToken": captcha_token,
+                        "captcha": captcha_text,
+                        "customId": EINVOICE_USER,
+                        "password": EINVOICE_PASS,
+                    },
+                    verify=False
+                )
+                data = res.json()
+                redirect_url = data.get("redirectTo")
+                print(f"redirectTo: {redirect_url}")

-        url = page.url
-        print(f"redirect 後 URL: {url}")
+                if not redirect_url:
+                    print(f"登入失敗: {data}")
+                    await browser.close()
+                    return None

-        # 印出所有 localStorage
-        # 同時檢查 localStorage 和 sessionStorage
-        local_keys = await page.evaluate("Object.keys(localStorage)")
-        session_keys = await page.evaluate("Object.keys(sessionStorage)")
-        print("localStorage keys:", local_keys)
-        print("sessionStorage keys:", session_keys)
-        await page.wait_for_timeout(3000)
-        for key in session_keys:
-            val = await page.evaluate(f"sessionStorage.getItem('{key}')")
-            print(f"  session {key}: {val[:80] if val else None}")
+                # 跟隨 redirect 讓 token 存進 localStorage
+                await page.goto(redirect_url)
+                await page.wait_for_load_state("domcontentloaded")
+                await page.wait_for_timeout(8000)  # 等久一點

-        token = await page.evaluate("sessionStorage.getItem('token') || localStorage.getItem('token')")
-        print(f"token: {token[:30] if token else 'None'}")
+                url = page.url
+                print(f"redirect 後 URL: {url}")

-        await browser.close()
-        return token
+                # 印出所有 localStorage
+                # 同時檢查 localStorage 和 sessionStorage
+                local_keys = await page.evaluate("Object.keys(localStorage)")
+                session_keys = await page.evaluate("Object.keys(sessionStorage)")
+                print("localStorage keys:", local_keys)
+                print("sessionStorage keys:", session_keys)
+                await page.wait_for_timeout(3000)
+                for key in session_keys:
+                    val = await page.evaluate(f"sessionStorage.getItem('{key}')")
+                    print(f"  session {key}: {val[:80] if val else None}")
+
+                token = await page.evaluate("sessionStorage.getItem('token') || localStorage.getItem('token')")
+                print(f"token: {token[:30] if token else 'None'}")
+                await browser.close()
+                if token:
+                    return token
+                else:
+                    print(f"⚠️ 第 {attempt + 1} 次登入失敗，重試...")
+                    continue
+        except Exception as e:
+            print(f"❌ 第 {attempt + 1} 次發生錯誤: {e}")
+            continue
+    print("❌ 登入失敗超過最大重試次數")
+    return None

 async def fetch_invoices(token: str, days: int = 7) -> list:
+    print(f"🔍 開始抓發票，token: {token[:20]}")
    end_date = datetime.now()
    start_date = end_date - timedelta(days=days)
    
--- a/app/main.py
+++ b/app/main.py
@@ -1,7 +1,14 @@
 import os
 import re
+import asyncio
+import threading
+import nest_asyncio
+nest_asyncio.apply()
+import captcha_state
+from invoice_fetcher import main
 from dotenv import load_dotenv
 from fastapi import FastAPI, Request, HTTPException
+from fastapi.staticfiles import StaticFiles
 from linebot.v3 import WebhookHandler
 from linebot.v3.messaging import (
    Configuration,
@@ -20,28 +27,30 @@ from datetime import datetime
 load_dotenv()

 app = FastAPI()
+app.mount("/static", StaticFiles(directory="static"), name="static")
+

 # LINE 設定
 configuration = Configuration(access_token=os.getenv("LINE_CHANNEL_ACCESS_TOKEN"))
 handler = WebhookHandler(os.getenv("LINE_CHANNEL_SECRET"))

 # DB 設定
-DATABASE_URL = os.getenv("DATABASE_URL")
-engine = create_engine(DATABASE_URL)
-SessionLocal = sessionmaker(bind=engine)
-Base = declarative_base()
+# DATABASE_URL = os.getenv("DATABASE_URL")
+# engine = create_engine(DATABASE_URL)
+# SessionLocal = sessionmaker(bind=engine)
+# Base = declarative_base()

 # 資料表
-class Transaction(Base):
-    __tablename__ = "transactions"
-    id = Column(Integer, primary_key=True, index=True)
-    user_id = Column(String)
-    category = Column(String)
-    amount = Column(Float)
-    note = Column(String, nullable=True)
-    created_at = Column(DateTime, default=datetime.now)
+# class Transaction(Base):
+#     __tablename__ = "transactions"
+#     id = Column(Integer, primary_key=True, index=True)
+#     user_id = Column(String)
+#     category = Column(String)
+#     amount = Column(Float)
+#     note = Column(String, nullable=True)
+#     created_at = Column(DateTime, default=datetime.now)

-Base.metadata.create_all(bind=engine)
+# Base.metadata.create_all(bind=engine)

 # Webhook endpoint
@app.post("/webhook")
@@ -54,11 +63,33 @@ async def webhook(request: Request):
        raise HTTPException(status_code=400, detail="Invalid signature")
    return "OK"

+def run_fetch_in_thread():
+    # 開一個全新的 event loop 跑 Playwright
+    loop = asyncio.new_event_loop()
+    asyncio.set_event_loop(loop)
+    try:
+        loop.run_until_complete(main())
+    finally:
+        loop.close()
+
+@app.get("/fetch")
+async def fetch_invoices():
+    print("🚀 開始抓取發票...")
+    thread = threading.Thread(target=run_fetch_in_thread)
+    thread.start()
+    return {"status": "started"}  # 立刻回傳，不等爬蟲
+
@handler.add(MessageEvent, message=TextMessageContent)
 def handle_message(event):
    user_id = event.source.user_id
    text = event.message.text.strip()
-    reply = parse_and_save(user_id, text)
+    if text.isdigit() and captcha_state.captcha_event and not captcha_state.captcha_event.is_set():
+        captcha_state.captcha_answer = text
+        captcha_state.captcha_event.set()  # 通知爬蟲
+        reply = "✅ 驗證碼已送出！"
+    else:
+        print(f"captcha_future 狀態: {captcha_state.captcha_future}")  # 加這行
+        reply = parse_and_save(user_id, text)

    with ApiClient(configuration) as api_client:
        line_bot_api = MessagingApi(api_client)
@@ -110,99 +141,110 @@ def parse_and_save(user_id: str, text: str) -> str:
            "交通 50 捷運\n\n"
            "輸入後 Bot 會自動記錄 ✅"
        )
+    
    # 刪除指令：刪除 1 或 刪除 早餐
    if text.startswith("刪除 "):
        target = text[3:].strip()
        return delete_transaction(user_id, target)

-    # 記帳格式：「早餐 80」或「早餐 80 備註」
-    match = re.match(r"^(\S+)\s+(\d+(?:\.\d+)?)(?:\s+(.+))?$", text)
-    if match:
-        category = match.group(1)
-        amount = float(match.group(2))
-        note = match.group(3)
-        save_transaction(user_id, category, amount, note)
-        return f"✅ 已記錄：{category} ${amount:.0f}" + (f"（{note}）" if note else "")
+
+    if re.match(r"^\d{5}$", text):
+        return f"接收到驗證碼{text}"

    return "格式錯誤 😅\n記帳請輸入：類別 金額\n例如：早餐 80\n\n查詢請輸入：查今天 / 查本月"

 def save_transaction(user_id, category, amount, note):
-    db = SessionLocal()
-    try:
-        db.add(Transaction(user_id=user_id, category=category, amount=amount, note=note))
-        db.commit()
-    finally:
-        db.close()
+    print(f"記錄交易（模擬）：{user_id} {category} {amount} {note}")
+    # db = SessionLocal()
+    # try:
+    #     db.add(Transaction(user_id=user_id, category=category, amount=amount, note=note))
+    #     db.commit()
+    # finally:
+    #     db.close()

 def delete_transaction(user_id: str, target: str) -> str:
-    db = SessionLocal()
+    # db = SessionLocal()
    try:
        today = datetime.now().date()
-        rows = db.query(Transaction).filter(
-            Transaction.user_id == user_id,
-            text("DATE(created_at) = :today")
-        ).params(today=today).all()
+        # rows = db.query(Transaction).filter(
+        #     Transaction.user_id == user_id,
+        #     text("DATE(created_at) = :today")
+        # ).params(today=today).all()

-        if not rows:
-            return "今天還沒有記錄 📭"
+        # if not rows:
+        #     return "今天還沒有記錄 📭"

        # 用編號刪除
-        if target.isdigit():
-            idx = int(target) - 1
-            if idx < 0 or idx >= len(rows):
-                return f"沒有第 {target} 筆記錄，請先輸入「查今天」確認編號"
-            row = rows[idx]
-            db.delete(row)
-            db.commit()
-            return f"✅ 已刪除：{row.category} ${row.amount:.0f}"
+        # if target.isdigit():
+        #     idx = int(target) - 1
+        #     if idx < 0 or idx >= len(rows):
+        #         return f"沒有第 {target} 筆記錄，請先輸入「查今天」確認編號"
+        #     row = rows[idx]
+        #     db.delete(row)
+        #     db.commit()
+        #     return f"✅ 已刪除：{row.category} ${row.amount:.0f}"

        # 用類別刪除（刪最後一筆）
-        matched = [r for r in rows if r.category == target]
-        if not matched:
-            return f"今天沒有「{target}」的記錄"
-        row = matched[-1]
-        db.delete(row)
-        db.commit()
-        return f"✅ 已刪除：{row.category} ${row.amount:.0f}"
+        # matched = [r for r in rows if r.category == target]
+        # if not matched:
+        #     return f"今天沒有「{target}」的記錄"
+        # row = matched[-1]
+        # db.delete(row)
+        # db.commit()
+        # return f"✅ 已刪除：{row.category} ${row.amount:.0f}"
+        return f"已刪除（模擬）"

-    finally:
-        db.close()
+    # finally:
+    #     db.close()
+    except Exception as e:
+        print("❌ 刪除失敗:", e)
+        return "刪除失敗，請稍後再試"

 def query_today(user_id):
-    db = SessionLocal()
+    # db = SessionLocal()
    try:
        today = datetime.now().date()
-        rows = db.query(Transaction).filter(
-            Transaction.user_id == user_id,
-            text("DATE(created_at) = :today")
-        ).params(today=today).all()
-        if not rows:
-            return "今天還沒有記錄 📭"
-        total = sum(r.amount for r in rows)
-        lines = [
-            f"{i+1}. {r.category} ${r.amount:.0f}" + (f"（{r.note}）" if r.note else "")
-            for i, r in enumerate(rows)
-        ]
-        return "📋 今日記錄：\n" + "\n".join(lines) + f"\n\n💰 合計：${total:.0f}\n\n🗑 刪除請輸入：刪除 編號\n例如：刪除 1"
-    finally:
-        db.close()
+        # rows = db.query(Transaction).filter(
+        #     Transaction.user_id == user_id,
+        #     text("DATE(created_at) = :today")
+        # ).params(today=today).all()
+        # if not rows:
+        #     return "今天還沒有記錄 📭"
+        # total = sum(r.amount for r in rows)
+        # lines = [
+        #     f"{i+1}. {r.category} ${r.amount:.0f}" + (f"（{r.note}）" if r.note else "")
+        #     for i, r in enumerate(rows)
+        # ]
+        # return "📋 今日記錄：\n" + "\n".join(lines) + f"\n\n💰 合計：${total:.0f}\n\n🗑 刪除請輸入：刪除 編號\n例如：刪除 1"
+        print(f"查詢今日記錄（模擬）")
+        return "📋 今日記錄：\n1. 早餐 $80\n2. 午餐 $120 便當\n3. 交通 $50 捷運\n\n💰 合計：$250\n\n🗑 刪除請輸入：刪除 編號\n例如：刪除 1"
+    # finally:
+        # db.close()
+    except Exception as e:
+        print("❌ 查詢失敗:", e)
+        return "查詢失敗，請稍後再試"

 def query_month(user_id):
-    db = SessionLocal()
+    # db = SessionLocal()
    try:
        now = datetime.now()
-        rows = db.query(Transaction).filter(
-            Transaction.user_id == user_id,
-            text("EXTRACT(YEAR FROM created_at) = :year AND EXTRACT(MONTH FROM created_at) = :month")
-        ).params(year=now.year, month=now.month).all()
-        if not rows:
-            return "本月還沒有記錄 📭"
-        total = sum(r.amount for r in rows)
+        # rows = db.query(Transaction).filter(
+        #     Transaction.user_id == user_id,
+        #     text("EXTRACT(YEAR FROM created_at) = :year AND EXTRACT(MONTH FROM created_at) = :month")
+        # ).params(year=now.year, month=now.month).all()
+        # if not rows:
+            # return "本月還沒有記錄 📭"
+        # total = sum(r.amount for r in rows)
        # 依類別統計
-        summary = {}
-        for r in rows:
-            summary[r.category] = summary.get(r.category, 0) + r.amount
-        lines = [f"{cat}：${amt:.0f}" for cat, amt in sorted(summary.items(), key=lambda x: -x[1])]
-        return f"📊 本月統計（{now.month}月）：\n" + "\n".join(lines) + f"\n\n💰 總計：${total:.0f}"
-    finally:
-        db.close()
+        # summary = {}
+        # for r in rows:
+        #     summary[r.category] = summary.get(r.category, 0) + r.amount
+        # lines = [f"{cat}：${amt:.0f}" for cat, amt in sorted(summary.items(), key=lambda x: -x[1])]
+        # return f"📊 本月統計（{now.month}月）：\n" + "\n".join(lines) + f"\n\n💰 總計：${total:.0f}"
+        print(f"查詢本月記錄（模擬）")
+        return f"📊 本月統計（{now.month}月）：\n早餐：$800\n午餐：$1200\n交通：$500\n\n💰 總計：$2500"
+    # finally:
+        # db.close()
+    except Exception as e:
+        print("❌ 查詢失敗:", e)
+        return "查詢失敗，請稍後再試"
--- a/app/pyproject.toml
+++ b/app/pyproject.toml
@@ -6,8 +6,10 @@ readme = "README.md"
 requires-python = ">=3.13"
 dependencies = [
    "anthropic>=0.84.0",
+    "cloudinary>=1.44.1",
    "fastapi>=0.135.1",
    "line-bot-sdk>=3.22.0",
+    "nest-asyncio>=1.6.0",
    "numpy>=2.4.2",
    "pillow>=12.1.1",
    "playwright>=1.58.0",
--- a/app/uv.lock
+++ b/app/uv.lock
@@ -155,8 +155,10 @@ version = "0.1.0"
 source = { virtual = "." }
 dependencies = [
    { name = "anthropic" },
+    { name = "cloudinary" },
    { name = "fastapi" },
    { name = "line-bot-sdk" },
+    { name = "nest-asyncio" },
    { name = "numpy" },
    { name = "pillow" },
    { name = "playwright" },
@@ -170,8 +172,10 @@ dependencies = [
 [package.metadata]
 requires-dist = [
    { name = "anthropic", specifier = ">=0.84.0" },
+    { name = "cloudinary", specifier = ">=1.44.1" },
    { name = "fastapi", specifier = ">=0.135.1" },
    { name = "line-bot-sdk", specifier = ">=3.22.0" },
+    { name = "nest-asyncio", specifier = ">=1.6.0" },
    { name = "numpy", specifier = ">=2.4.2" },
    { name = "pillow", specifier = ">=12.1.1" },
    { name = "playwright", specifier = ">=1.58.0" },
@@ -253,6 +257,20 @@ wheels = [
    { url = "https://files.pythonhosted.org/packages/98/78/01c019cdb5d6498122777c1a43056ebb3ebfeef2076d9d026bfe15583b2b/click-8.3.1-py3-none-any.whl", hash = "sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6", size = 108274, upload-time = "2025-11-15T20:45:41.139Z" },
 ]

+[[package]]
+name = "cloudinary"
+version = "1.44.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "certifi" },
+    { name = "six" },
+    { name = "urllib3" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/32/35/938a4cc3b5ac386184a8ea50e357cdbb4239c2744fc8c652c461674447e6/cloudinary-1.44.1.tar.gz", hash = "sha256:62d4374b79d5476de2a86cb6a1da709a5429e02aef474bfc5d99f3e38a1a62ff", size = 188225, upload-time = "2025-06-17T16:31:33.279Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/86/f0/518d151d3dfc009940947fe9b26cdf9f6e2fb9e4a29c12fe5b5ebe8aad65/cloudinary-1.44.1-py3-none-any.whl", hash = "sha256:b4785031179a5ec7010f46665e5c8fad2cae022c18405546f01d257e02f78b1c", size = 147808, upload-time = "2025-06-17T16:31:32.188Z" },
+]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -621,6 +639,15 @@ wheels = [
    { url = "https://files.pythonhosted.org/packages/81/08/7036c080d7117f28a4af526d794aab6a84463126db031b007717c1a6676e/multidict-6.7.1-py3-none-any.whl", hash = "sha256:55d97cc6dae627efa6a6e548885712d4864b81110ac76fa4e534c03819fa4a56", size = 12319, upload-time = "2026-01-26T02:46:44.004Z" },
 ]

+[[package]]
+name = "nest-asyncio"
+version = "1.6.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/83/f8/51569ac65d696c8ecbee95938f89d4abf00f47d58d48f6fbabfe8f0baefe/nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe", size = 7418, upload-time = "2024-01-21T14:25:19.227Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a0/c4/c2971a3ba4c6103a3d10c4b0f24f461ddc027f0f09763220cf35ca1401b3/nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c", size = 5195, upload-time = "2024-01-21T14:25:17.223Z" },
+]
+
 [[package]]
 name = "numpy"
 version = "2.4.2"