1 files changed, 119 insertions, 0 deletions
diff --git a/g4f/providers/retry_provider.py b/g4f/providers/retry_provider.py
new file mode 100644
index 00000000..a7ab2881
--- /dev/null
+++ b/g4f/providers/retry_provider.py
@@ -0,0 +1,119 @@
+from __future__ import annotations
+
+import asyncio
+import random
+
+from ..typing import CreateResult, Messages
+from .types import BaseRetryProvider
+from .. import debug
+from ..errors import RetryProviderError, RetryNoProviderError
+
+class RetryProvider(BaseRetryProvider):
+    """
+    A provider class to handle retries for creating completions with different providers.
+
+    Attributes:
+        providers (list): A list of provider instances.
+        shuffle (bool): A flag indicating whether to shuffle providers before use.
+        exceptions (dict): A dictionary to store exceptions encountered during retries.
+        last_provider (BaseProvider): The last provider that was used.
+    """
+
+    def create_completion(
+        self,
+        model: str,
+        messages: Messages,
+        stream: bool = False,
+        **kwargs
+    ) -> CreateResult:
+        """
+        Create a completion using available providers, with an option to stream the response.
+
+        Args:
+            model (str): The model to be used for completion.
+            messages (Messages): The messages to be used for generating completion.
+            stream (bool, optional): Flag to indicate if the response should be streamed. Defaults to False.
+
+        Yields:
+            CreateResult: Tokens or results from the completion.
+
+        Raises:
+            Exception: Any exception encountered during the completion process.
+        """
+        providers = [p for p in self.providers if stream and p.supports_stream] if stream else self.providers
+        if self.shuffle:
+            random.shuffle(providers)
+
+        self.exceptions = {}
+        started: bool = False
+        for provider in providers:
+            self.last_provider = provider
+            try:
+                if debug.logging:
+                    print(f"Using {provider.__name__} provider")
+                for token in provider.create_completion(model, messages, stream, **kwargs):
+                    yield token
+                    started = True
+                if started:
+                    return
+            except Exception as e:
+                self.exceptions[provider.__name__] = e
+                if debug.logging:
+                    print(f"{provider.__name__}: {e.__class__.__name__}: {e}")
+                if started:
+                    raise e
+
+        self.raise_exceptions()
+
+    async def create_async(
+        self,
+        model: str,
+        messages: Messages,
+        **kwargs
+    ) -> str:
+        """
+        Asynchronously create a completion using available providers.
+
+        Args:
+            model (str): The model to be used for completion.
+            messages (Messages): The messages to be used for generating completion.
+
+        Returns:
+            str: The result of the asynchronous completion.
+
+        Raises:
+            Exception: Any exception encountered during the asynchronous completion process.
+        """
+        providers = self.providers
+        if self.shuffle:
+            random.shuffle(providers)
+
+        self.exceptions = {}
+        for provider in providers:
+            self.last_provider = provider
+            try:
+                return await asyncio.wait_for(
+                    provider.create_async(model, messages, **kwargs),
+                    timeout=kwargs.get("timeout", 60)
+                )
+            except Exception as e:
+                self.exceptions[provider.__name__] = e
+                if debug.logging:
+                    print(f"{provider.__name__}: {e.__class__.__name__}: {e}")
+
+        self.raise_exceptions()
+
+    def raise_exceptions(self) -> None:
+        """
+        Raise a combined exception if any occurred during retries.
+
+        Raises:
+            RetryProviderError: If any provider encountered an exception.
+            RetryNoProviderError: If no provider is found.
+        """
+        if self.exceptions:
+            raise RetryProviderError("RetryProvider failed:\n" + "\n".join([
+                f"{p}: {exception.__class__.__name__}: {exception}" for p, exception in self.exceptions.items()
+            ]))
+
+        raise RetryNoProviderError("No provider found")
+\ No newline at end of file