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docs: another auth method for ElasticsearchStore (#16831)

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Users can also use their own Elasticsearch client object to configure
the connection.
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Max Jakob 2024-02-13 04:29:54 +01:00 committed by GitHub
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docs/docs/integrations/vectorstores/elasticsearch.ipynb
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@ -92,6 +92,28 @@
" )\n",
"```\n",
"\n",
"You can also use an `Elasticsearch` client object that gives you more flexibility, for example to configure the maximum number of retries.\n",
"\n",
"Example:\n",
"```python\n",
" import elasticsearch\n",
" from langchain_community.vectorstores import ElasticsearchStore\n",
"\n",
" es_client= elasticsearch.Elasticsearch(\n",
" hosts=[\"http://localhost:9200\"],\n",
" es_user=\"elastic\",\n",
" es_password=\"changeme\"\n",
" max_retries=10,\n",
" )\n",
"\n",
" embedding = OpenAIEmbeddings()\n",
" elastic_vector_search = ElasticsearchStore(\n",
" index_name=\"test_index\",\n",
" es_connection=es_client,\n",
" embedding=embedding,\n",
" )\n",
"```\n",
"\n",
"#### How to obtain a password for the default \"elastic\" user?\n",
"\n",
"To obtain your Elastic Cloud password for the default \"elastic\" user:\n",
@ -134,7 +156,7 @@
"id": "ea167a29",
"metadata": {},
"source": [
"We want to use `OpenAIEmbeddings` so we have to get the OpenAI API Key."
"To use the `OpenAIEmbeddings` we have to configure the OpenAI API Key in the environment."
]
},
{