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""" | |
**Utility functions** for LangChain. | |
These functions do not depend on any other LangChain module. | |
""" | |
from typing import TYPE_CHECKING, Any | |
from langchain_core.utils import ( | |
comma_list, | |
get_from_dict_or_env, | |
get_from_env, | |
stringify_dict, | |
stringify_value, | |
) | |
from langchain_core.utils.formatting import StrictFormatter, formatter | |
from langchain_core.utils.input import ( | |
get_bolded_text, | |
get_color_mapping, | |
get_colored_text, | |
print_text, | |
) | |
from langchain_core.utils.utils import ( | |
check_package_version, | |
convert_to_secret_str, | |
get_pydantic_field_names, | |
guard_import, | |
mock_now, | |
raise_for_status_with_text, | |
xor_args, | |
) | |
from langchain._api import create_importer | |
if TYPE_CHECKING: | |
from langchain_community.utils.math import ( | |
cosine_similarity, | |
cosine_similarity_top_k, | |
) | |
# Not deprecated right now because we will likely need to move these functions | |
# back into langchain (as long as we're OK with the dependency on numpy). | |
_MODULE_LOOKUP = { | |
"cosine_similarity": "langchain_community.utils.math", | |
"cosine_similarity_top_k": "langchain_community.utils.math", | |
} | |
_import_attribute = create_importer(__package__, module_lookup=_MODULE_LOOKUP) | |
def __getattr__(name: str) -> Any: | |
"""Look up attributes dynamically.""" | |
return _import_attribute(name) | |
__all__ = [ | |
"StrictFormatter", | |
"check_package_version", | |
"comma_list", | |
"convert_to_secret_str", | |
"cosine_similarity", | |
"cosine_similarity_top_k", | |
"get_bolded_text", | |
"get_color_mapping", | |
"get_colored_text", | |
"get_from_dict_or_env", | |
"get_from_env", | |
"formatter", | |
"get_pydantic_field_names", | |
"guard_import", | |
"mock_now", | |
"print_text", | |
"raise_for_status_with_text", | |
"stringify_dict", | |
"stringify_value", | |
"xor_args", | |
] | |