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docs: fix Databricks Vector Search demo notebook (#25504)

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**Description:** This PR fixes an issue in the demo notebook of
Databricks Vector Search in "Work with Delta Sync Index" section.

**Issue:** N/A

**Dependencies:** N/A

---------

Co-authored-by: Chengzu Ou <chengzu.ou@databrick.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
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Chengzu Ou 2024-08-16 13:24:30 -07:00 committed by GitHub
parent a2e90a5a43
commit c1bd4e05bc
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1 changed files with 11 additions and 2 deletions
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13
docs/docs/integrations/vectorstores/databricks_vector_search.ipynb
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@ -122,7 +122,7 @@
"outputs": [], "outputs": [],
"source": [ "source": [
"vector_search_endpoint_name = \"vector_search_demo_endpoint\"\n", "vector_search_endpoint_name = \"vector_search_demo_endpoint\"\n",
"index_name = \"ml.llm.demo_index\"\n", "index_name = \"vector_search_demo.vector_search.state_of_the_union_index\"\n",
"\n", "\n",
"index = vsc.create_direct_access_index(\n", "index = vsc.create_direct_access_index(\n",
" endpoint_name=vector_search_endpoint_name,\n", " endpoint_name=vector_search_endpoint_name,\n",
@ -206,7 +206,16 @@
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"dvs_delta_sync = DatabricksVectorSearch(\"catalog_name.schema_name.delta_sync_index\")\n", "delta_sync_index = vsc.create_delta_sync_index(\n",
" endpoint_name=vector_search_endpoint_name,\n",
" source_table_name=\"vector_search_demo.vector_search.state_of_the_union\",\n",
" index_name=\"vector_search_demo.vector_search.state_of_the_union_index\",\n",
" pipeline_type=\"TRIGGERED\",\n",
" primary_key=\"id\",\n",
" embedding_source_column=\"text\",\n",
" embedding_model_endpoint_name=\"e5-small-v2\",\n",
")\n",
"dvs_delta_sync = DatabricksVectorSearch(delta_sync_index)\n",
"dvs_delta_sync.similarity_search(query)" "dvs_delta_sync.similarity_search(query)"
] ]
} }