fix: correct typo in API section title and update links, and adjust provider aliases

- Changed "Inference API" to "Interference API" and updated corresponding documentation links in README.md
- Removed "o1" and "dall-e-3" entries from Copilot.py model_aliases
- Added "stream" and "extra_body" parameters with default values in Azure.py's create_async_generator method
- In CopilotAccount.py, included model_aliases with "gpt-4", "gpt-4o", "o1", and "dall-e-3"
- Updated conditional for provider comparison from "==" to "in" list in any_provider.py
- Modified g4f/api/__init__.py to set g4f_api_key from environment variable
- In backend_api.py, added "user" field to cached data with default "unknown"
- Changed logic in OpenaiTemplate.py read_response to check if "choice" exists before processing, and cleaned up indentation and conditionals in response parsing
- Removed unnecessary "stop" and "prompt" parameters from comments or unused code in OpenaiTemplate.py
- Tightened the check for "provider" comparison in any_provider.py to handle multiple providers properly

README.md

@@ -242,11 +242,11 @@ python -m g4f --port 8080 --debug
 
 ---
 
-### 🤖 Inference API
+### 🤖 Interference API
 
-The **Inference API** enables seamless integration with OpenAI's services through G4F, allowing you to deploy efficient AI solutions.
+The **Interference API** enables seamless integration with OpenAI's services through G4F, allowing you to deploy efficient AI solutions.
 
-- **Documentation**: [Inference API Docs](https://github.com/gpt4free/g4f.dev/blob/main/docs/inference-api.md)
+- **Documentation**: [Interference API Docs](https://github.com/gpt4free/g4f.dev/blob/main/docs/interference-api.md)
 - **Endpoint**: `http://localhost:1337/v1`
 - **Swagger UI**: Explore the OpenAPI documentation via Swagger UI at `http://localhost:1337/docs`
 - **Provider Selection**: [How to Specify a Provider?](https://github.com/gpt4free/g4f.dev/blob/main/docs/selecting_a_provider.md)

g4f/Provider/Copilot.py

@@ -50,8 +50,6 @@ class Copilot(AsyncAuthedProvider, ProviderModelMixin):
     model_aliases = {
         "gpt-4": default_model,
         "gpt-4o": default_model,
-        "o1": "Think Deeper",
-        "dall-e-3": default_model
     }
 
     websocket_url = "wss://copilot.microsoft.com/c/api/chat?api-version=2"

g4f/Provider/needs_auth/Azure.py

@@ -46,15 +46,14 @@ class Azure(OpenaiTemplate):
         cls,
         model: str,
         messages: Messages,
+        stream: bool = True,
+        extra_body: dict = None,
         api_key: str = None,
         api_endpoint: str = None,
         **kwargs
     ) -> AsyncResult:
         if not model:
             model = os.environ.get("AZURE_DEFAULT_MODEL", cls.default_model)
-        if model in cls.model_extra_body:
-            for key, value in cls.model_extra_body[model].items():
-                kwargs.setdefault(key, value)
         if not api_key:
             raise ValueError(f"API key is required for Azure provider. Ask for API key in the {cls.login_url} Discord server.")
         if not api_endpoint:
@@ -65,12 +64,21 @@ class Azure(OpenaiTemplate):
                 raise ModelNotFoundError(f"No API endpoint found for model: {model}")
         if not api_endpoint:
             api_endpoint = os.environ.get("AZURE_API_ENDPOINT")
+        if extra_body is None:
+            if model in cls.model_extra_body:
+                extra_body = cls.model_extra_body[model]
+            else:
+                extra_body = {}
+        if stream:
+            extra_body.setdefault("stream_options", {"include_usage": True})
         try:
             async for chunk in super().create_async_generator(
                 model=model,
                 messages=messages,
+                stream=stream,
                 api_key=api_key,
                 api_endpoint=api_endpoint,
+                extra_body=extra_body,
                 **kwargs
             ):
                 yield chunk

g4f/Provider/needs_auth/CopilotAccount.py

@@ -3,10 +3,8 @@ from __future__ import annotations
 import os
 from typing import AsyncIterator
 
-from ..base_provider import AsyncAuthedProvider
 from ..Copilot import Copilot, readHAR, has_nodriver, get_access_token_and_cookies
 from ...providers.response import AuthResult, RequestLogin
-from ...typing import AsyncResult, Messages
 from ...errors import NoValidHarFileError
 from ... import debug
 
@@ -16,6 +14,12 @@ class CopilotAccount(Copilot):
     parent = "Copilot"
     default_model = "Copilot"
     default_vision_model = default_model
+    model_aliases = {
+        "gpt-4": default_model,
+        "gpt-4o": default_model,
+        "o1": "Think Deeper",
+        "dall-e-3": default_model
+    }
 
     @classmethod
     async def on_auth_async(cls, proxy: str = None, **kwargs) -> AsyncIterator:

g4f/Provider/template/OpenaiTemplate.py

@@ -67,6 +67,7 @@ class OpenaiTemplate(AsyncGeneratorProvider, ProviderModelMixin, RaiseErrorMixin
         stop: Union[str, list[str]] = None,
         stream: bool = None,
         prompt: str = None,
+        user: str = None,
         headers: dict = None,
         impersonate: str = None,
         download_media: bool = True,
@@ -120,6 +121,7 @@ class OpenaiTemplate(AsyncGeneratorProvider, ProviderModelMixin, RaiseErrorMixin
                 top_p=top_p,
                 stop=stop,
                 stream="audio" not in extra_parameters if stream is None else stream,
+                user=user,
                 **extra_parameters,
                 **extra_body
             )
@@ -185,8 +187,7 @@ async def read_response(response: StreamResponse, stream: bool, prompt: str, pro
                 yield ProviderInfo(**provider_info, model=model)
                 model_returned = True
             choice = next(iter(data["choices"]), None)
-            if not choice:
-                continue
+            if choice:
                 if "content" in choice["delta"] and choice["delta"]["content"]:
                     delta = choice["delta"]["content"]
                     if first:
@@ -208,7 +209,6 @@ async def read_response(response: StreamResponse, stream: bool, prompt: str, pro
                 yield Usage(**data["usage"])
             if choice and choice.get("finish_reason") is not None:
                 yield FinishReason(choice["finish_reason"])
-                break
     else:
         await raise_for_status(response)
         async for chunk in save_response_media(response, prompt, [model]):

g4f/api/__init__.py

@@ -175,7 +175,7 @@ class ErrorResponse(Response):
 
 class AppConfig:
     ignored_providers: Optional[list[str]] = None
-    g4f_api_key: Optional[str] = None
+    g4f_api_key: Optional[str] = os.environ.get("G4F_API_KEY", None)
     ignore_cookie_files: bool = False
     model: str = None
     provider: str = None
@@ -188,6 +188,7 @@ class AppConfig:
     @classmethod
     def set_config(cls, **data):
         for key, value in data.items():
+            if value is not None:
                 setattr(cls, key, value)
 
 def update_headers(request: Request, user: str) -> Request:

g4f/gui/server/backend_api.py

@@ -213,8 +213,9 @@ class Backend_Api(Api):
             cache_dir = Path(get_cookies_dir()) / ".usage"
             cache_file = cache_dir / f"{datetime.date.today()}.jsonl"
             cache_dir.mkdir(parents=True, exist_ok=True)
+            data = {**request.json, "user": request.headers.get("x-user", "unknown")}
             with cache_file.open("a" if cache_file.exists() else "w") as f:
-                f.write(f"{json.dumps(request.json)}\n")
+                f.write(f"{json.dumps(data)}\n")
             return {}
     
         @app.route('/backend-api/v2/usage/<date>', methods=['GET'])

g4f/providers/any_model_map.py

@@ -27,7 +27,7 @@ model_map = {
     "Yqcloud": "gpt-4",
     "WeWordle": "gpt-4",
     "OpenaiChat": "gpt-4",
-    "CopilotAccount": "Copilot",
+    "Copilot": "Copilot",
     "HarProvider": [
       "gpt-4-1106-preview",
       "gpt-4-0125-preview",
@@ -52,7 +52,7 @@ model_map = {
     "Blackbox": "gpt-4o",
     "PollinationsAI": "openai",
     "OpenaiChat": "gpt-4o",
-    "CopilotAccount": "Copilot",
+    "Copilot": "Copilot",
     "HarProvider": [
       "chatgpt-4o-latest-20250326",
       "chatgpt-4o-latest-20250129",

g4f/providers/any_provider.py

@@ -9,7 +9,7 @@ from ..image import is_data_an_audio
 from ..providers.retry_provider import IterListProvider
 from ..Provider.needs_auth import OpenaiChat, CopilotAccount
 from ..Provider.hf_space import HuggingSpace
-from ..Provider import Cloudflare, Gemini, GeminiPro, Grok, DeepSeekAPI, PerplexityLabs, LambdaChat, PollinationsAI, PuterJS
+from ..Provider import Copilot, Cloudflare, Gemini, GeminiPro, Grok, DeepSeekAPI, PerplexityLabs, LambdaChat, PollinationsAI, PuterJS
 from ..Provider import Microsoft_Phi_4_Multimodal, DeepInfraChat, Blackbox, OIVSCodeSer0501, OIVSCodeSer2, TeachAnything, OperaAria, Startnest
 from ..Provider import WeWordle, Yqcloud, Chatai, ImageLabs, LegacyLMArena, LMArenaBeta, Free2GPT
 from ..Provider import EdgeTTS, gTTS, MarkItDown, OpenAIFM
@@ -29,7 +29,7 @@ PROVIERS_LIST_1 = [
 ]
 
 PROVIERS_LIST_2 = [
-    OpenaiChat, CopilotAccount, PollinationsAI, PerplexityLabs, Gemini, Grok
+    OpenaiChat, Copilot, CopilotAccount, PollinationsAI, PerplexityLabs, Gemini, Grok
 ]
 
 PROVIERS_LIST_3 = [
@@ -129,7 +129,7 @@ class AnyModelProviderMixin(ProviderModelMixin):
             if not provider.working:
                 continue
             try:
-                if provider == CopilotAccount:
+                if provider in [Copilot, CopilotAccount]:
                     for model in provider.model_aliases.keys():
                         if model not in cls.model_map:
                             cls.model_map[model] = {}