{
	"name": "Databricks Vector Search Test Workflow",
	"nodes": [
		{
			"parameters": {},
			"type": "n8n-nodes-base.manualTrigger",
			"typeVersion": 1,
			"position": [0, 0],
			"id": "trigger-001",
			"name": "When clicking 'Execute workflow'"
		},
		{
			"parameters": {
				"resource": "vectorSearch",
				"operation": "createIndex",
				"indexName": "main.default.search_index",
				"endpointName": "vs-endpoint",
				"primaryKey": "id",
				"indexType": "DELTA_SYNC",
				"deltaSyncIndexSpec": "{\"source_table\":\"main.default.source_table\",\"pipeline_type\":\"TRIGGERED\",\"embedding_source_columns\":[{\"name\":\"text\",\"embedding_model_endpoint_name\":\"e5-small-v2\"}],\"columns_to_sync\":[\"id\",\"text\"]}"
			},
			"type": "n8n-nodes-base.databricks",
			"typeVersion": 1,
			"position": [220, -300],
			"id": "vs-create-001",
			"name": "Create Index",
			"credentials": {
				"databricksApi": {
					"id": "cred-001",
					"name": "Databricks account"
				}
			}
		},
		{
			"parameters": {
				"resource": "vectorSearch",
				"operation": "getIndex",
				"indexName": "main.default.search_index"
			},
			"type": "n8n-nodes-base.databricks",
			"typeVersion": 1,
			"position": [220, -100],
			"id": "vs-get-001",
			"name": "Get Index",
			"credentials": {
				"databricksApi": {
					"id": "cred-001",
					"name": "Databricks account"
				}
			}
		},
		{
			"parameters": {
				"resource": "vectorSearch",
				"operation": "listIndexes",
				"endpointName": "vs-endpoint"
			},
			"type": "n8n-nodes-base.databricks",
			"typeVersion": 1,
			"position": [220, 100],
			"id": "vs-list-001",
			"name": "List Indexes",
			"credentials": {
				"databricksApi": {
					"id": "cred-001",
					"name": "Databricks account"
				}
			}
		},
		{
			"parameters": {
				"resource": "vectorSearch",
				"operation": "queryIndex",
				"indexName": "main.default.search_index",
				"queryType": "text",
				"queryText": "machine learning",
				"searchMode": "HYBRID",
				"numResults": 5,
				"columns": "id, text",
				"enableReranking": false,
				"options": {}
			},
			"type": "n8n-nodes-base.databricks",
			"typeVersion": 1,
			"position": [220, 300],
			"id": "vs-query-001",
			"name": "Query Index",
			"credentials": {
				"databricksApi": {
					"id": "cred-001",
					"name": "Databricks account"
				}
			}
		},
		{
			"parameters": {
				"resource": "vectorSearch",
				"operation": "queryIndex",
				"indexName": "main.default.search_index",
				"queryType": "vector",
				"queryVector": "[0.1, 0.2, 0.3]",
				"searchMode": "ANN",
				"numResults": 5,
				"columns": "id, text",
				"enableReranking": false,
				"options": {}
			},
			"type": "n8n-nodes-base.databricks",
			"typeVersion": 1,
			"position": [220, 500],
			"id": "vs-query-vector-001",
			"name": "Query Index (vector)",
			"credentials": {
				"databricksApi": {
					"id": "cred-001",
					"name": "Databricks account"
				}
			}
		}
	],
	"pinData": {
		"Create Index": [
			{
				"json": {
					"name": "main.default.search_index",
					"endpoint_name": "vs-endpoint",
					"primary_key": "id",
					"index_type": "DELTA_SYNC",
					"status": { "ready": false, "index_url": "https://example.com/index" }
				}
			}
		],
		"Get Index": [
			{
				"json": {
					"name": "main.default.search_index",
					"endpoint_name": "vs-endpoint",
					"primary_key": "id",
					"index_type": "DELTA_SYNC",
					"status": { "ready": true, "index_url": "https://example.com/index" }
				}
			}
		],
		"List Indexes": [
			{
				"json": {
					"vector_indexes": [
						{
							"name": "main.default.search_index",
							"endpoint_name": "vs-endpoint",
							"status": { "ready": true }
						}
					],
					"next_page_token": null
				}
			}
		],
		"Query Index": [
			{
				"json": {
					"result": {
						"row_count": 2,
						"data_array": [
							["1", "Introduction to machine learning", "0.95"],
							["2", "Deep learning fundamentals", "0.88"]
						],
						"manifest": {
							"columns": [{ "name": "id" }, { "name": "text" }, { "name": "score" }]
						}
					},
					"next_page_token": null
				}
			}
		],
		"Query Index (vector)": [
			{
				"json": {
					"result": {
						"row_count": 1,
						"data_array": [["1", "Nearest neighbour result", "0.99"]],
						"manifest": {
							"columns": [{ "name": "id" }, { "name": "text" }, { "name": "score" }]
						}
					},
					"next_page_token": null
				}
			}
		]
	},
	"connections": {
		"When clicking 'Execute workflow'": {
			"main": [
				[
					{ "node": "Create Index", "type": "main", "index": 0 },
					{ "node": "Get Index", "type": "main", "index": 0 },
					{ "node": "List Indexes", "type": "main", "index": 0 },
					{ "node": "Query Index", "type": "main", "index": 0 },
					{ "node": "Query Index (vector)", "type": "main", "index": 0 }
				]
			]
		}
	},
	"active": false,
	"settings": {
		"executionOrder": "v1"
	}
}