0.3.4.5

17 files changed, 254 insertions, 87 deletions

diff --git a/README.md b/README.md
index 671fd908..cfaaadc0 100644
--- a/README.md
+++ b/README.md
@@ -21,7 +21,7 @@
 > <sup><strong>Stats:</strong></sup> [![Downloads](https://static.pepy.tech/badge/g4f)](https://pepy.tech/project/g4f) [![Downloads](https://static.pepy.tech/badge/g4f/month)](https://pepy.tech/project/g4f)
 
 ```sh
-pip install -U g4f
+pip install -U g4f[all]
 ```
 
 ```sh
diff --git a/etc/unittest/__main__.py b/etc/unittest/__main__.py
index f8a73280..0acc5865 100644
--- a/etc/unittest/__main__.py
+++ b/etc/unittest/__main__.py
@@ -6,6 +6,5 @@ from .main import *
 from .model import *
 from .client import *
 from .include import *
-from .integration import *
 
 unittest.main()
diff --git a/etc/unittest/backend.py b/etc/unittest/backend.py
index e781de8a..a90bf253 100644
--- a/etc/unittest/backend.py
+++ b/etc/unittest/backend.py
@@ -46,4 +46,4 @@ class TestBackendApi(unittest.TestCase):
             self.skipTest(e)
         except MissingRequirementsError:
             self.skipTest("search is not installed")
-        self.assertEqual(4, len(result))
+        self.assertTrue(len(result) >= 4)
diff --git a/etc/unittest/integration.py b/etc/unittest/integration.py
index af7494e2..8ad00990 100644
--- a/etc/unittest/integration.py
+++ b/etc/unittest/integration.py
@@ -1,36 +1,39 @@
 import unittest
 import json
 
-try:
-    import nest_asyncio
-    has_nest_asyncio = True
-except ImportError:
-    has_nest_asyncio = False 
-
-from g4f.client import Client, ChatCompletion
-from g4f.Provider import Bing, OpenaiChat
+from g4f.client import Client, AsyncClient, ChatCompletion
+from g4f.Provider import Copilot, DDG
 
 DEFAULT_MESSAGES = [{"role": "system", "content": 'Response in json, Example: {"success": false}'},
                     {"role": "user", "content": "Say success true in json"}]
 
 class TestProviderIntegration(unittest.TestCase):
-    def setUp(self):
-        if not has_nest_asyncio:
-            self.skipTest("nest_asyncio is not installed")
 
     def test_bing(self):
-        self.skipTest("Not working")
-        client = Client(provider=Bing)
+        client = Client(provider=Copilot)
         response = client.chat.completions.create(DEFAULT_MESSAGES, "", response_format={"type": "json_object"})
         self.assertIsInstance(response, ChatCompletion)
         self.assertIn("success", json.loads(response.choices[0].message.content))
 
     def test_openai(self):
-        self.skipTest("not working in this network")
-        client = Client(provider=OpenaiChat)
+        client = Client(provider=DDG)
         response = client.chat.completions.create(DEFAULT_MESSAGES, "", response_format={"type": "json_object"})
         self.assertIsInstance(response, ChatCompletion)
         self.assertIn("success", json.loads(response.choices[0].message.content))
 
+class TestChatCompletionAsync(unittest.IsolatedAsyncioTestCase):
+
+    async def test_bing(self):
+        client = AsyncClient(provider=Copilot)
+        response = await client.chat.completions.create(DEFAULT_MESSAGES, "", response_format={"type": "json_object"})
+        self.assertIsInstance(response, ChatCompletion)
+        self.assertIn("success", json.loads(response.choices[0].message.content))
+
+    async def test_openai(self):
+        client = AsyncClient(provider=DDG)
+        response = await client.chat.completions.create(DEFAULT_MESSAGES, "", response_format={"type": "json_object"})
+        self.assertIsInstance(response, ChatCompletion)
+        self.assertIn("success", json.loads(response.choices[0].message.content))
+
 if __name__ == '__main__':
     unittest.main()
\ No newline at end of file
diff --git a/etc/unittest/main.py b/etc/unittest/main.py
index cc3c6a18..a3949216 100644
--- a/etc/unittest/main.py
+++ b/etc/unittest/main.py
@@ -7,18 +7,6 @@ from .mocks import ProviderMock
 
 DEFAULT_MESSAGES = [{'role': 'user', 'content': 'Hello'}]
 
-class NoTestChatCompletion(unittest.TestCase):
-
-    def no_test_create_default(self):
-        result = ChatCompletion.create(g4f.models.default, DEFAULT_MESSAGES)
-        if "Good" not in result and "Hi" not in result:
-            self.assertIn("Hello", result)
-
-    def no_test_bing_provider(self):
-        provider = g4f.Provider.Bing
-        result = ChatCompletion.create(g4f.models.default, DEFAULT_MESSAGES, provider)
-        self.assertIn("Bing", result)
-
 class TestGetLastProvider(unittest.TestCase):
 
     def test_get_last_provider(self):
diff --git a/g4f/Provider/Blackbox.py b/g4f/Provider/Blackbox.py
index 75abb183..97466c04 100644
--- a/g4f/Provider/Blackbox.py
+++ b/g4f/Provider/Blackbox.py
@@ -10,6 +10,7 @@ import aiohttp
 from ..typing import AsyncResult, Messages, ImageType
 from .base_provider import AsyncGeneratorProvider, ProviderModelMixin
 from ..image import ImageResponse, to_data_uri
+from .helper import get_random_string
 
 class Blackbox(AsyncGeneratorProvider, ProviderModelMixin):
     label = "Blackbox AI"
@@ -22,11 +23,13 @@ class Blackbox(AsyncGeneratorProvider, ProviderModelMixin):
     _last_validated_value = None
 
     default_model = 'blackboxai'
+    default_vision_model = default_model
     default_image_model = 'generate_image'  
     image_models = [default_image_model, 'repomap']
     text_models = [default_model, 'gpt-4o', 'gemini-pro', 'claude-sonnet-3.5', 'blackboxai-pro']
+    vision_models = [default_model, 'gpt-4o', 'gemini-pro', 'blackboxai-pro']
     agentMode = {
-        'Image Generation': {'mode': True, 'id': "ImageGenerationLV45LJp", 'name': "Image Generation"},
+        default_image_model: {'mode': True, 'id': "ImageGenerationLV45LJp", 'name': "Image Generation"},
     }
     trendingAgentMode = {
         "gemini-1.5-flash": {'mode': True, 'id': 'Gemini'},
@@ -111,11 +114,6 @@ class Blackbox(AsyncGeneratorProvider, ProviderModelMixin):
 
         return cls._last_validated_value
 
-    @staticmethod
-    def generate_id(length=7):
-        characters = string.ascii_letters + string.digits
-        return ''.join(random.choice(characters) for _ in range(length))
-
     @classmethod
     def add_prefix_to_messages(cls, messages: Messages, model: str) -> Messages:
         prefix = cls.model_prefixes.get(model, "")
@@ -143,12 +141,12 @@ class Blackbox(AsyncGeneratorProvider, ProviderModelMixin):
         **kwargs
     ) -> AsyncResult:
         model = cls.get_model(model)
-        message_id = cls.generate_id()
-        messages_with_prefix = cls.add_prefix_to_messages(messages, model)
+        message_id = get_random_string(7)
+        messages = cls.add_prefix_to_messages(messages, model)
         validated_value = await cls.fetch_validated()
 
         if image is not None:
-            messages_with_prefix[-1]['data'] = {
+            messages[-1]['data'] = {
                 'fileText': '',
                 'imageBase64': to_data_uri(image),
                 'title': image_name
@@ -171,9 +169,9 @@ class Blackbox(AsyncGeneratorProvider, ProviderModelMixin):
             'sec-fetch-site': 'same-origin',
             'user-agent': 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36'
         }
-        
+
         data = {
-            "messages": messages_with_prefix,
+            "messages": messages,
             "id": message_id,
             "previewToken": None,
             "userId": None,
@@ -200,27 +198,24 @@ class Blackbox(AsyncGeneratorProvider, ProviderModelMixin):
         async with ClientSession(headers=headers) as session:
             async with session.post(cls.api_endpoint, json=data, proxy=proxy) as response:
                 response.raise_for_status()
-                response_text = await response.text()
-                
-                if model in cls.image_models:
-                    image_matches = re.findall(r'!\[.*?\]\((https?://[^\)]+)\)', response_text)
-                    if image_matches:
-                        image_url = image_matches[0]
-                        image_response = ImageResponse(images=[image_url], alt="Generated Image")
-                        yield image_response
-                        return
-
-                response_text = re.sub(r'Generated by BLACKBOX.AI, try unlimited chat https://www.blackbox.ai', '', response_text, flags=re.DOTALL)
-                
-                json_match = re.search(r'\$~~~\$(.*?)\$~~~\$', response_text, re.DOTALL)
-                if json_match:
-                    search_results = json.loads(json_match.group(1))
-                    answer = response_text.split('$~~~$')[-1].strip()
-                    
-                    formatted_response = f"{answer}\n\n**Source:**"
-                    for i, result in enumerate(search_results, 1):
-                        formatted_response += f"\n{i}. {result['title']}: {result['link']}"
-                    
-                    yield formatted_response
-                else:
-                    yield response_text.strip()
+                async for chunk in response.content.iter_any():
+                    text_chunk = chunk.decode(errors="ignore")
+                    if model in cls.image_models:
+                        image_matches = re.findall(r'!\[.*?\]\((https?://[^\)]+)\)', text_chunk)
+                        if image_matches:
+                            image_url = image_matches[0]
+                            image_response = ImageResponse(images=[image_url])
+                            yield image_response
+                            continue
+
+                    text_chunk = re.sub(r'Generated by BLACKBOX.AI, try unlimited chat https://www.blackbox.ai', '', text_chunk, flags=re.DOTALL)
+                    json_match = re.search(r'\$~~~\$(.*?)\$~~~\$', text_chunk, re.DOTALL)
+                    if json_match:
+                        search_results = json.loads(json_match.group(1))
+                        answer = text_chunk.split('$~~~$')[-1].strip()
+                        formatted_response = f"{answer}\n\n**Source:**"
+                        for i, result in enumerate(search_results, 1):
+                            formatted_response += f"\n{i}. {result['title']}: {result['link']}"
+                        yield formatted_response
+                    else:
+                        yield text_chunk.strip()
diff --git a/g4f/Provider/Copilot.py b/g4f/Provider/Copilot.py
new file mode 100644
index 00000000..f10202bf
--- /dev/null
+++ b/g4f/Provider/Copilot.py
@@ -0,0 +1,156 @@
+from __future__ import annotations
+
+import json
+import asyncio
+from http.cookiejar import CookieJar
+from urllib.parse import quote
+
+try:
+    from curl_cffi.requests import Session, CurlWsFlag
+    has_curl_cffi = True
+except ImportError:
+    has_curl_cffi = False
+try:
+    import nodriver
+    has_nodriver = True
+except ImportError:
+    has_nodriver = False
+try:
+    from platformdirs import user_config_dir
+    has_platformdirs = True
+except ImportError:
+    has_platformdirs = False
+
+from .base_provider import AbstractProvider, BaseConversation
+from .helper import format_prompt
+from ..typing import CreateResult, Messages
+from ..errors import MissingRequirementsError
+from ..requests.raise_for_status import raise_for_status
+from .. import debug
+
+class Conversation(BaseConversation):
+    conversation_id: str
+    cookie_jar: CookieJar
+    access_token: str
+
+    def __init__(self, conversation_id: str, cookie_jar: CookieJar, access_token: str = None):
+        self.conversation_id = conversation_id
+        self.cookie_jar = cookie_jar
+        self.access_token = access_token
+
+class Copilot(AbstractProvider):
+    label = "Microsoft Copilot"
+    url = "https://copilot.microsoft.com"
+    working = True
+    supports_stream = True
+
+    websocket_url = "wss://copilot.microsoft.com/c/api/chat?api-version=2"
+    conversation_url = f"{url}/c/api/conversations"
+
+    @classmethod
+    def create_completion(
+        cls,
+        model: str,
+        messages: Messages,
+        stream: bool = False,
+        proxy: str = None,
+        timeout: int = 900,
+        conversation: Conversation = None,
+        return_conversation: bool = False,
+        **kwargs
+    ) -> CreateResult:
+        if not has_curl_cffi:
+            raise MissingRequirementsError('Install or update "curl_cffi" package | pip install -U curl_cffi')
+
+        websocket_url = cls.websocket_url
+        access_token = None
+        headers = None
+        cookies = conversation.cookie_jar if conversation is not None else None
+        if cls.needs_auth:
+            if conversation is None or conversation.access_token is None:
+                access_token, cookies = asyncio.run(cls.get_access_token_and_cookies(proxy))
+            else:
+                access_token = conversation.access_token
+            websocket_url = f"{websocket_url}&acessToken={quote(access_token)}"
+            headers = {"Authorization": f"Bearer {access_token}"}
+    
+        with Session(
+            timeout=timeout,
+            proxy=proxy,
+            impersonate="chrome",
+            headers=headers,
+            cookies=cookies
+        ) as session:
+            response = session.get(f"{cls.url}/")
+            raise_for_status(response)
+            if conversation is None:
+                response = session.post(cls.conversation_url)
+                raise_for_status(response)
+                conversation_id = response.json().get("id")
+                if return_conversation:
+                    yield Conversation(conversation_id, session.cookies.jar, access_token)
+                prompt = format_prompt(messages)
+                if debug.logging:
+                    print(f"Copilot: Created conversation: {conversation_id}")
+            else:
+                conversation_id = conversation.conversation_id
+                prompt = messages[-1]["content"]
+                if debug.logging:
+                    print(f"Copilot: Use conversation: {conversation_id}")
+
+            wss = session.ws_connect(cls.websocket_url)
+            wss.send(json.dumps({
+                "event": "send",
+                "conversationId": conversation_id,
+                "content": [{
+                    "type": "text",
+                    "text": prompt,
+                }],
+                "mode": "chat"
+            }).encode(), CurlWsFlag.TEXT)
+            while True:
+                try:
+                    msg = json.loads(wss.recv()[0])
+                except:
+                    break
+                if msg.get("event") == "appendText":
+                    yield msg.get("text")
+                elif msg.get("event") in ["done", "partCompleted"]:
+                    break
+
+    @classmethod
+    async def get_access_token_and_cookies(cls, proxy: str = None):
+        if not has_nodriver:
+            raise MissingRequirementsError('Install "nodriver" package | pip install -U nodriver')
+        if has_platformdirs:
+            user_data_dir = user_config_dir("g4f-nodriver")
+        else:
+            user_data_dir = None
+        if debug.logging:
+            print(f"Copilot: Open nodriver with user_dir: {user_data_dir}")
+        browser = await nodriver.start(
+            user_data_dir=user_data_dir,
+            browser_args=None if proxy is None else [f"--proxy-server={proxy}"],
+        )
+        page = await browser.get(cls.url)
+        while True:
+            access_token = await page.evaluate("""
+                (() => {
+                    for (var i = 0; i < localStorage.length; i++) {
+                        try {
+                            item = JSON.parse(localStorage.getItem(localStorage.key(i)));
+                            if (item.credentialType == "AccessToken") {
+                                return item.secret;
+                            }
+                        } catch(e) {}
+                    }
+                })()
+            """)
+            if access_token:
+                break
+            asyncio.sleep(1)
+        cookies = {}
+        for c in await page.send(nodriver.cdp.network.get_cookies([cls.url])):
+            cookies[c.name] = c.value
+        await page.close()
+        return access_token, cookies
\ No newline at end of file
diff --git a/g4f/Provider/DeepInfraChat.py b/g4f/Provider/DeepInfraChat.py
index 5c668599..d8cb072a 100644
--- a/g4f/Provider/DeepInfraChat.py
+++ b/g4f/Provider/DeepInfraChat.py
@@ -4,10 +4,8 @@ from aiohttp import ClientSession
 import json
 
 from ..typing import AsyncResult, Messages, ImageType
-from ..image import to_data_uri
 from .base_provider import AsyncGeneratorProvider, ProviderModelMixin
 
-
 class DeepInfraChat(AsyncGeneratorProvider, ProviderModelMixin):
     url = "https://deepinfra.com/chat"
     api_endpoint = "https://api.deepinfra.com/v1/openai/chat/completions"
diff --git a/g4f/Provider/__init__.py b/g4f/Provider/__init__.py
index 8a162baf..faf9979e 100644
--- a/g4f/Provider/__init__.py
+++ b/g4f/Provider/__init__.py
@@ -19,6 +19,7 @@ from .Blackbox         import Blackbox
 from .ChatGpt          import ChatGpt
 from .ChatGptEs        import ChatGptEs
 from .Cloudflare       import Cloudflare
+from .Copilot          import Copilot
 from .DarkAI           import DarkAI
 from .DDG              import DDG
 from .DeepInfraChat    import DeepInfraChat
diff --git a/g4f/Provider/airforce/AirforceChat.py b/g4f/Provider/airforce/AirforceChat.py
index cec911a3..e94dd0a8 100644
--- a/g4f/Provider/airforce/AirforceChat.py
+++ b/g4f/Provider/airforce/AirforceChat.py
@@ -50,11 +50,13 @@ class AirforceChat(AsyncGeneratorProvider, ProviderModelMixin):
     supports_message_history = True
 
     default_model = 'llama-3.1-70b-chat'
-    response = requests.get('https://api.airforce/models')
-    data = response.json()
 
-    text_models = [model['id'] for model in data['data']]
-    models = [*text_models]
+    @classmethod
+    def get_models(cls) -> list:
+        if not cls.models:
+            response = requests.get('https://api.airforce/models')
+            data = response.json()
+            cls.models = [model['id'] for model in data['data']]
 
     model_aliases = {
         # openchat
diff --git a/g4f/Provider/needs_auth/CopilotAccount.py b/g4f/Provider/needs_auth/CopilotAccount.py
new file mode 100644
index 00000000..fa43867e
--- /dev/null
+++ b/g4f/Provider/needs_auth/CopilotAccount.py
@@ -0,0 +1,8 @@
+from __future__ import annotations
+
+from ..Copilot import Copilot
+
+class CopilotAccount(Copilot):
+    needs_auth = True
+    parent = "Copilot"
+    default_model = ""
\ No newline at end of file
diff --git a/g4f/Provider/needs_auth/OpenaiChat.py b/g4f/Provider/needs_auth/OpenaiChat.py
index 43444699..13e15f1d 100644
--- a/g4f/Provider/needs_auth/OpenaiChat.py
+++ b/g4f/Provider/needs_auth/OpenaiChat.py
@@ -6,6 +6,7 @@ import uuid
 import json
 import base64
 import time
+import requests
 from aiohttp import ClientWebSocketResponse
 from copy import copy
 
@@ -62,7 +63,8 @@ class OpenaiChat(AsyncGeneratorProvider, ProviderModelMixin):
     supports_system_message = True
     default_model = "auto"
     default_vision_model = "gpt-4o"
-    models = ["auto", "gpt-4o-mini", "gpt-4o", "gpt-4", "gpt-4-gizmo"]
+    fallback_models = ["auto", "gpt-4", "gpt-4o", "gpt-4o-mini", "gpt-4o-canmore", "o1-preview", "o1-mini"]
+    vision_models = fallback_models
 
     _api_key: str = None
     _headers: dict = None
@@ -70,6 +72,18 @@ class OpenaiChat(AsyncGeneratorProvider, ProviderModelMixin):
     _expires: int = None
 
     @classmethod
+    def get_models(cls):
+        if not cls.models:
+            try:
+                response = requests.get(f"{cls.url}/backend-anon/models")
+                response.raise_for_status()
+                data = response.json()
+                cls.models = [model.get("slug") for model in data.get("models")]
+            except Exception:
+                cls.models = cls.fallback_models
+        return cls.models
+
+    @classmethod
     async def create(
         cls,
         prompt: str = None,
diff --git a/g4f/Provider/needs_auth/__init__.py b/g4f/Provider/needs_auth/__init__.py
index ace53876..0f430ab5 100644
--- a/g4f/Provider/needs_auth/__init__.py
+++ b/g4f/Provider/needs_auth/__init__.py
@@ -1,9 +1,7 @@
 from .gigachat         import *
 
-#from .MetaAIAccount   import MetaAIAccount
-#from .OpenaiAccount   import OpenaiAccount
-
 from .BingCreateImages import BingCreateImages
+from .CopilotAccount   import CopilotAccount
 from .DeepInfra        import DeepInfra
 from .DeepInfraImage   import DeepInfraImage
 from .Gemini           import Gemini
diff --git a/g4f/gui/client/index.html b/g4f/gui/client/index.html
index e650d7e0..63e47b3f 100644
--- a/g4f/gui/client/index.html
+++ b/g4f/gui/client/index.html
@@ -245,6 +245,7 @@
                   <select name="provider" id="provider">
                      <option value="">Provider: Auto</option>
                      <option value="OpenaiChat">OpenAI ChatGPT</option>
+                     <option value="Copilot">Microsoft Copilot</option>
                      <option value="ChatGpt">ChatGpt</option>
                      <option value="Gemini">Gemini</option>
                      <option value="MetaAI">Meta AI</option>
diff --git a/g4f/gui/client/static/js/chat.v1.js b/g4f/gui/client/static/js/chat.v1.js
index 42ddb129..580cbf77 100644
--- a/g4f/gui/client/static/js/chat.v1.js
+++ b/g4f/gui/client/static/js/chat.v1.js
@@ -1367,7 +1367,8 @@ async function load_provider_models(providerIndex=null) {
         modelProvider.classList.remove("hidden");
         models.forEach((model) => {
             let option = document.createElement('option');
-            option.value = option.text = model.model;
+            option.value = model.model;
+            option.text = `${model.model}${model.image ? " (Image Generation)" : ""}${model.vision ? " (Image Upload)" : ""}`;
             option.selected = model.default;
             modelProvider.appendChild(option);
         });
@@ -1381,7 +1382,7 @@ providerSelect.addEventListener("change", () => load_provider_models());
 function save_storage() {
     let filename = `chat ${new Date().toLocaleString()}.json`.replaceAll(":", "-");
     let data = {"options": {"g4f": ""}};
-    for (let i = 0; i < appStorage.length; i++){
+    for (let i = 0; i < appStorage.length; i++){label
         let key = appStorage.key(i);
         let item = appStorage.getItem(key);
         if (key.startsWith("conversation:")) {
diff --git a/g4f/gui/server/api.py b/g4f/gui/server/api.py
index f03d2048..ed8454c3 100644
--- a/g4f/gui/server/api.py
+++ b/g4f/gui/server/api.py
@@ -42,7 +42,12 @@ class Api:
             provider: ProviderType = __map__[provider]
             if issubclass(provider, ProviderModelMixin):
                 return [
-                    {"model": model, "default": model == provider.default_model}
+                    {
+                        "model": model,
+                        "default": model == provider.default_model,
+                        "vision": getattr(provider, "default_vision_model", None) == model or model in getattr(provider, "vision_models", []),
+                        "image": model in getattr(provider, "image_models", []),
+                    }
                     for model in provider.get_models()
                 ]
         return []
@@ -65,7 +70,7 @@ class Api:
                             "url": parent.url,
                             "label": parent.label if hasattr(parent, "label") else None,
                             "image_model": model,
-                            "vision_model": parent.default_vision_model if hasattr(parent, "default_vision_model") else None
+                            "vision_model": getattr(parent, "default_vision_model", None)
                         })
                     index.append(parent.__name__)
             elif hasattr(provider, "default_vision_model") and provider.__name__ not in index:
@@ -82,13 +87,11 @@ class Api:
     @staticmethod
     def get_providers() -> list[str]:
         return {
-            provider.__name__: (
-                provider.label if hasattr(provider, "label") else provider.__name__
-            ) + (
-                " (WebDriver)" if "webdriver" in provider.get_parameters() else ""
-            ) + (
-                " (Auth)" if provider.needs_auth else ""
-            )
+            provider.__name__: (provider.label if hasattr(provider, "label") else provider.__name__)
+            + (" (Image Generation)" if hasattr(provider, "image_models") else "")
+            + (" (Image Upload)" if getattr(provider, "default_vision_model", None) else "")
+            + (" (WebDriver)" if "webdriver" in provider.get_parameters() else "")
+            + (" (Auth)" if provider.needs_auth else "")
             for provider in __providers__
             if provider.working
         }
diff --git a/g4f/requests/__init__.py b/g4f/requests/__init__.py
index a8c0e286..89e0b4ea 100644
--- a/g4f/requests/__init__.py
+++ b/g4f/requests/__init__.py
@@ -109,7 +109,7 @@ def get_args_from_browser(
 
 def get_session_from_browser(url: str, webdriver: WebDriver = None, proxy: str = None, timeout: int = 120) -> Session:
     if not has_curl_cffi:
-        raise MissingRequirementsError('Install "curl_cffi" package')
+        raise MissingRequirementsError('Install "curl_cffi" package | pip install -U curl_cffi')
     args = get_args_from_browser(url, webdriver, proxy, timeout)
     return Session(
         **args,