from typing import Any, List def _get_anthropic_client() -> Any: try: import anthropic except ImportError: raise ImportError( "Could not import anthropic python package. " "This is needed in order to accurately tokenize the text " "for anthropic models. Please install it with `pip install anthropic`." ) return anthropic.Anthropic() def get_num_tokens_anthropic(text: str) -> int: """Get the number of tokens in a string of text.""" client = _get_anthropic_client() return client.count_tokens(text=text) def get_token_ids_anthropic(text: str) -> List[int]: """Get the token ids for a string of text.""" client = _get_anthropic_client() tokenizer = client.get_tokenizer() encoded_text = tokenizer.encode(text) return encoded_text.ids