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Support Azure gov cloud in Azure Cognitive Search retriever (#13695)

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<!-- Thank you for contributing to LangChain!

Replace this entire comment with:
- **Description:** The existing version hardcoded search.windows.net in
the base url. This is not compatible with the gov cloud. I am allowing
the user to override the default for gov cloud support.,
  - **Issue:** N/A, did not write up in an issue,
  - **Dependencies:** None

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---------

Co-authored-by: Nicholas Ceccarelli <nceccarelli2@moog.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
This commit is contained in:
nceccarelli 2023-12-04 15:56:35 -05:00 committed by GitHub
parent e09b876863
commit 5fea63327b
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1 changed files with 8 additions and 2 deletions
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10
libs/langchain/langchain/retrievers/azure_cognitive_search.py
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@ -13,7 +13,10 @@ from langchain.callbacks.manager import (
AsyncCallbackManagerForRetrieverRun,
CallbackManagerForRetrieverRun,
)
from langchain.utils import get_from_dict_or_env
from langchain.utils import get_from_dict_or_env, get_from_env
DEFAULT_URL_SUFFIX = "search.windows.net"
"""Default URL Suffix for endpoint connection - commercial cloud"""
class AzureCognitiveSearchRetriever(BaseRetriever):
@ -54,7 +57,10 @@ class AzureCognitiveSearchRetriever(BaseRetriever):
return values
def _build_search_url(self, query: str) -> str:
base_url = f"https://{self.service_name}.search.windows.net/"
url_suffix = get_from_env(
"", "AZURE_COGNITIVE_SEARCH_URL_SUFFIX", DEFAULT_URL_SUFFIX
)
base_url = f"https://{self.service_name}.{url_suffix}/"
endpoint_path = f"indexes/{self.index_name}/docs?api-version={self.api_version}"
top_param = f"&$top={self.top_k}" if self.top_k else ""
return base_url + endpoint_path + f"&search={query}" + top_param