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community[patch]: give reranker default client val (#17289)

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Bagatur 2024-02-12 17:21:53 -08:00 committed by GitHub
parent 841e5f514e
commit 22638e5927
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1 changed files with 15 additions and 13 deletions
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28
libs/langchain/langchain/retrievers/document_compressors/cohere_rerank.py
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@ -14,14 +14,15 @@ from langchain.utils import get_from_dict_or_env
class CohereRerank(BaseDocumentCompressor):
"""Document compressor that uses `Cohere Rerank API`."""
client: Any
client: Any = None
"""Cohere client to use for compressing documents."""
top_n: Optional[int] = 3
"""Number of documents to return."""
model: str = "rerank-english-v2.0"
"""Model to use for reranking."""
cohere_api_key: Optional[str] = None
"""Cohere API key. Must be specified directly or via environment variable
COHERE_API_KEY."""
user_agent: str = "langchain"
"""Identifier for the application making the request."""
@ -34,18 +35,19 @@ class CohereRerank(BaseDocumentCompressor):
@root_validator(pre=True)
def validate_environment(cls, values: Dict) -> Dict:
"""Validate that api key and python package exists in environment."""
try:
import cohere
except ImportError:
raise ImportError(
"Could not import cohere python package. "
"Please install it with `pip install cohere`."
if not values.get("client"):
try:
import cohere
except ImportError:
raise ImportError(
"Could not import cohere python package. "
"Please install it with `pip install cohere`."
)
cohere_api_key = get_from_dict_or_env(
values, "cohere_api_key", "COHERE_API_KEY"
)
cohere_api_key = get_from_dict_or_env(
values, "cohere_api_key", "COHERE_API_KEY"
)
client_name = values.get("user_agent", "langchain")
values["client"] = cohere.Client(cohere_api_key, client_name=client_name)
client_name = values.get("user_agent", "langchain")
values["client"] = cohere.Client(cohere_api_key, client_name=client_name)
return values
def rerank(