Source code for langchain_aws.utils

import re
from typing import Any, List


[docs]def enforce_stop_tokens(text: str, stop: List[str]) -> str: """Cut off the text as soon as any stop words occur.""" return re.split("|".join(stop), text, maxsplit=1)[0]
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()
[docs]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)
[docs]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