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