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authorH Lohaus <hlohaus@users.noreply.github.com>2024-02-23 03:08:30 +0100
committerGitHub <noreply@github.com>2024-02-23 03:08:30 +0100
commitcf87d467c927d4b93916a42e7139f4e801172d62 (patch)
tree175b39f8486ce72be00a40cc345834abe859c84c /g4f/providers/helper.py
parent~ (diff)
parentFix unittests, use Union typing (diff)
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Diffstat (limited to 'g4f/providers/helper.py')
-rw-r--r--g4f/providers/helper.py61
1 files changed, 61 insertions, 0 deletions
diff --git a/g4f/providers/helper.py b/g4f/providers/helper.py
new file mode 100644
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+++ b/g4f/providers/helper.py
@@ -0,0 +1,61 @@
+from __future__ import annotations
+
+import random
+import secrets
+import string
+from aiohttp import BaseConnector
+
+from ..typing import Messages, Optional
+from ..errors import MissingRequirementsError
+
+def format_prompt(messages: Messages, add_special_tokens=False) -> str:
+ """
+ Format a series of messages into a single string, optionally adding special tokens.
+
+ Args:
+ messages (Messages): A list of message dictionaries, each containing 'role' and 'content'.
+ add_special_tokens (bool): Whether to add special formatting tokens.
+
+ Returns:
+ str: A formatted string containing all messages.
+ """
+ if not add_special_tokens and len(messages) <= 1:
+ return messages[0]["content"]
+ formatted = "\n".join([
+ f'{message["role"].capitalize()}: {message["content"]}'
+ for message in messages
+ ])
+ return f"{formatted}\nAssistant:"
+
+def get_random_string(length: int = 10) -> str:
+ """
+ Generate a random string of specified length, containing lowercase letters and digits.
+
+ Args:
+ length (int, optional): Length of the random string to generate. Defaults to 10.
+
+ Returns:
+ str: A random string of the specified length.
+ """
+ return ''.join(
+ random.choice(string.ascii_lowercase + string.digits)
+ for _ in range(length)
+ )
+
+def get_random_hex() -> str:
+ """
+ Generate a random hexadecimal string of a fixed length.
+
+ Returns:
+ str: A random hexadecimal string of 32 characters (16 bytes).
+ """
+ return secrets.token_hex(16).zfill(32)
+
+def get_connector(connector: BaseConnector = None, proxy: str = None) -> Optional[BaseConnector]:
+ if proxy and not connector:
+ try:
+ from aiohttp_socks import ProxyConnector
+ connector = ProxyConnector.from_url(proxy)
+ except ImportError:
+ raise MissingRequirementsError('Install "aiohttp_socks" package for proxy support')
+ return connector \ No newline at end of file