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Update azuresearch.py following recent change from azure-search-documents library (#13472)

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- **Description:** 

Reference library azure-search-documents has been adapted in version
11.4.0:

1. Notebook explaining Azure AI Search updated with most recent info
2. HnswVectorSearchAlgorithmConfiguration --> HnswAlgorithmConfiguration
3. PrioritizedFields(prioritized_content_fields) -->
SemanticPrioritizedFields(content_fields)
4. SemanticSettings --> SemanticSearch
5. VectorSearch(algorithm_configurations) -->
VectorSearch(configurations)

--> Changes now reflected on Langchain: default vector search config
from langchain is now compatible with officially released library from
Azure.

  - **Issue:**
Issue creating a new index (due to wrong class used for default vector
search configuration) if using latest version of azure-search-documents
with current langchain version
  - **Dependencies:** azure-search-documents>=11.4.0,
  - **Tag maintainer:** ,

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
This commit is contained in:
guillaumedelande
2023-12-05 05:29:20 +01:00
committed by GitHub
parent 5cb3393e20
commit ea0afd07ca
2 changed files with 93 additions and 38 deletions
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11
docs/docs/integrations/vectorstores/azuresearch.ipynb
View File

@@ -6,18 +6,17 @@
"collapsed": false
},
"source": [
"# Azure Cognitive Search\n",
"# Azure AI Search\n",
"\n",
"[Azure Cognitive Search](https://learn.microsoft.com/azure/search/search-what-is-azure-search) (formerly known as `Azure Search`) is a cloud search service that gives developers infrastructure, APIs, and tools for building a rich search experience over private, heterogeneous content in web, mobile, and enterprise applications.\n",
"\n",
"Vector search is currently in public preview. It's available through the Azure portal, preview REST API and beta client libraries. [More info](https://learn.microsoft.com/en-us/azure/search/vector-search-overview) Beta client libraries are subject to potential breaking changes, please be sure to use the SDK package version identified below. azure-search-documents==11.4.0b8"
"[Azure AI Search](https://learn.microsoft.com/azure/search/search-what-is-azure-search) (formerly known as `Azure Search` and `Azure Cognitive Search`) is a cloud search service that gives developers infrastructure, APIs, and tools for building a rich search experience over private, heterogeneous content in web, mobile, and enterprise applications.\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Install Azure Cognitive Search SDK"
"# Install Azure AI Search SDK"
]
},
{
@@ -26,7 +25,7 @@
"metadata": {},
"outputs": [],
"source": [
"!pip install azure-search-documents==11.4.0b8\n",
"!pip install azure-search-documents\n",
"!pip install azure-identity"
]
},