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, rdns: bool = False) -> Optional[BaseConnector]: if proxy and not connector: try: from aiohttp_socks import ProxyConnector if proxy.startswith("socks5h://"): proxy = proxy.replace("socks5h://", "socks5://") rdns = True connector = ProxyConnector.from_url(proxy, rdns=rdns) except ImportError: raise MissingRequirementsError('Install "aiohttp_socks" package for proxy support') return connector