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[Initialization](#initialization)\n    - [Default](#default)\n    - [With Management API Access](#with-management-api-access)\n    - [With AI Functionality](#with-ai-functionality)\n    - [Additional Notes](#additional-notes)\n  - [Organization](#organization)\n    - [Get Current Organization](#get-current-organization)\n  - [Workspace Group](#workspace-group)\n    - [Get Workspace Group](#get-workspace-group)\n      - [All Workspace Groups](#all-workspace-groups)\n      - [By Workspace Group ID](#by-workspace-group-id)\n      - [By Workspace Group Name](#by-workspace-group-name)\n      - [Additional Notes](#additional-notes-1)\n    - [Create Workspace Group](#create-workspace-group)\n      - [Additional Notes](#additional-notes-2)\n    - [Update Workspace Group](#update-workspace-group)\n      - [By Workspace Group ID](#by-workspace-group-id-1)\n      - [Selected Workspace Group](#selected-workspace-group)\n      - [Additional Notes](#additional-notes-3)\n    - [Delete Workspace Group](#delete-workspace-group)\n      - [By Workspace Group ID](#by-workspace-group-id-2)\n      - [Selected Workspace Group](#selected-workspace-group-1)\n      - [Additional Notes](#additional-notes-4)\n    - [Get Metrics](#get-metrics)\n    - [Get Private Connections](#get-private-connections)\n  - [Workspace](#workspace)\n    - [Connect Workspace](#connect-workspace)\n      - [Using Client](#using-client)\n      - [Using Workspace Group](#using-workspace-group)\n      - [Free Tier](#free-tier)\n    - [Get Workspace](#get-workspace)\n      - [All Workspaces](#all-workspaces)\n      - [By Workspace ID](#by-workspace-id)\n      - [By Workspace Name](#by-workspace-name)\n      - [Additional Notes](#additional-notes-5)\n    - [Create Workspace](#create-workspace)\n      - [Additional Notes](#additional-notes-6)\n    - [Update Workspace](#update-workspace)\n      - [By Workspace ID](#by-workspace-id-1)\n      - [Selected Workspace](#selected-workspace)\n      - [Additional Notes](#additional-notes-7)\n    - [Delete Workspace](#delete-workspace)\n      - [By Workspace ID](#by-workspace-id-2)\n      - [Selected Workspace](#selected-workspace-1)\n    - [Get Workspace State](#get-workspace-state)\n      - [By Workspace ID](#by-workspace-id-3)\n      - [Selected Workspace](#selected-workspace-2)\n    - [Resume Workspace](#resume-workspace)\n      - [By Workspace ID](#by-workspace-id-4)\n      - [Selected Workspace](#selected-workspace-3)\n      - [Additional Notes](#additional-notes-8)\n    - [Suspend Workspace](#suspend-workspace)\n      - [By Workspace ID](#by-workspace-id-5)\n      - [Selected Workspace](#selected-workspace-4)\n  - [Database](#database)\n    - [Use Database](#use-database)\n    - [Create Database](#create-database)\n    - [Drop Database](#drop-database)\n      - [By Database Name](#by-database-name)\n      - [Selected Database](#selected-database)\n    - [Query Database](#query-database)\n      - [Additional Notes](#additional-notes-9)\n    - [Describe Database](#describe-database)\n    - [Show Database Info](#show-database-info)\n    - [Show Database Tables Info](#show-database-tables-info)\n  - [Table](#table)\n    - [Use Table](#use-table)\n    - [Create Table](#create-table)\n    - [Drop Table](#drop-table)\n      - [By Table Name](#by-table-name)\n      - [Selected Table](#selected-table)\n    - [Truncate Table](#truncate-table)\n      - [By Table Name](#by-table-name-1)\n      - [Selected Table](#selected-table-1)\n    - [Rename Table](#rename-table)\n      - [By Table Name](#by-table-name-2)\n      - [Selected Table](#selected-table-2)\n    - [Show Table Info](#show-table-info)\n    - [Show Table Columns Info](#show-table-columns-info)\n    - [Insert Table Value](#insert-table-value)\n      - [Single Value](#single-value)\n      - [Multiple Values](#multiple-values)\n    - [Find Table Values](#find-table-values)\n      - [Find All Values](#find-all-values)\n      - [Find Values By Condition](#find-values-by-condition)\n      - [Additional Notes](#additional-notes-10)\n    - [Update Table Values](#update-table-values)\n    - [Delete Table Values](#delete-table-values)\n      - [Additional Notes](#additional-notes-11)\n    - [Table Vector Search](#table-vector-search)\n      - [Basic](#basic)\n      - [With Conitoins](#with-conditions)\n      - [Additional Notes](#additional-notes-12)\n    - [Create Table Chat Completion](#create-table-chat-completion)\n      - [As String](#as-string)\n      - [As Stream](#as-stream)\n      - [With Custom Tools](#with-custom-tools)\n      - [Additional Notes](#additional-notes-13)\n  - [Column](#column)\n    - [Use Column](#use-column)\n    - [Add Column](#add-column)\n    - [Modify Column](#modify-column)\n      - [By Column Name](#by-column-name)\n      - [Selected Column](#selected-column)\n    - [Rename Column](#rename-column)\n      - [By Column Name](#by-column-name-1)\n      - [Selected Column](#selected-column-1)\n    - [Drop Column](#drop-column)\n      - [By Column Name](#by-column-name-2)\n      - [Selected Column](#selected-column-2)\n    - [Show Column Info](#show-column-info)\n      - [By Column Name](#by-column-name-3)\n      - [Selected Column](#selected-column-3)\n  - [Billing](#billing)\n    - [Get Billing](#get-billing)\n  - [Region](#region)\n    - [Get All Regions](#get-all-regions)\n    - [Get Region by ID](#get-region-by-id)\n    - [Get Region by Name](#get-region-by-name)\n    - [Additional Notes](#additional-notes-14)\n  - [Team](#team)\n    - [Get Team](#get-team)\n      - [Get All Teams](#get-all-teams)\n      - [Get Team by ID](#get-team-by-id)\n      - [Get Team by Name](#get-team-by-name)\n      - [Get Team by Description](#get-team-by-description)\n    - [Create Team](#create-team)\n    - [Update Team](#update-team)\n      - [By Team ID](#by-team-id)\n      - [Selected Team](#selected-team)\n    - [Delete Team](#delete-team)\n      - [By Team ID](#by-team-id-1)\n      - [Selected Team](#selected-team-1)\n    - [Add Team Member](#add-team-member)\n      - [Add Team](#add-team)\n        - [By Team ID](#by-team-id-2)\n        - [Selected Team](#selected-team-2)\n      - [Add User](#add-user)\n        - [By Team ID](#by-team-id-3)\n        - [Selected Team](#selected-team-3)\n    - [Remove Team Member](#remove-team-member)\n      - [Remove Team](#remove-team)\n        - [By Team ID](#by-team-id-4)\n        - [Selected Team](#selected-team-4)\n      - [Remove User](#remove-user)\n        - [By Team ID](#by-team-id-5)\n        - [Selected Team](#selected-team-5)\n  - [Job](#job)\n    - [Get Job](#get-job)\n    - [Create Job](#create-job)\n    - [Delete Job](#delete-job)\n      - [By Job ID](#by-job-id)\n      - [Selected Job](#selected-job)\n    - [Get Job Executions](#get-job-executions)\n      - [By Job ID](#by-job-id-1)\n      - [Selected Job](#selected-job-1)\n    - [Get Job Parameters](#get-job-parameters)\n      - [By Job ID](#by-job-id-2)\n      - [Selected Job](#selected-job-2)\n    - [Get Job Runtimes](#get-job-runtimes)\n  - [Secret](#secret)\n    - [Get Secret](#get-secret)\n      - [By Secret ID](#by-secret-id)\n      - [By Secret name](#by-secret-name)\n    - [Create Secret](#create-secret)\n    - [Update Secret](#update-secret)\n      - [By Secret ID](#by-secret-id)\n      - [Selected Secret](#selected-secret)\n    - [Delete Secret](#delete-secret)\n      - [By Secret ID](#by-secret-id-1)\n      - [Selected Secret](#selected-secret-1)\n  - [Stage](#stage)\n    - [Get All Stage](#get-all-stage)\n    - [Get Stage Folder](#get-stage-folder)\n    - [Get Stage File](#get-stage-file)\n    - [Update Stage](#update-stage)\n      - [By Stage Path](#by-stage-path)\n      - [Selected Stage](#selected-stage)\n    - [Create Stage Folder](#create-stage-folder)\n      - [In Stage Path](#in-stage-path)\n      - [In Selected Stage](#in-selected-stage)\n    - [Delete Stage](#delete-stage)\n      - [By Stage Path](#by-stage-path-1)\n      - [Selected Stage](#selected-stage-1)\n  - [Storage](#storage)\n    - [Get Storage Regions](#get-storage-regions)\n    - [Get Storage Status](#get-storage-status)\n  - [Connection](#connection)\n    - [Execute Custom Query](#execute-custom-query)\n\n</details>\n\n## Installation\n\n```bash\nnpm install @singlestore/client\n```\n\n## Example Apps\n\n- [Next.js AI Notes App](https://github.com/singlestore-labs/singlestore-client-notes)\n- [Terminal Usage Example](https://github.com/singlestore-labs/singlestore/tree/main/examples/estore)\n\n## Usage\n\n### Initialization\n\nThe SingleStoreClient can be initialized in multiple ways, depending on your needs. Below are examples of how to initialize the client in various scenarios.\n\n#### Default\n\nUse this method if you don’t need Management API access or AI integration.\n\n```ts\nimport { SingleStoreClient } from \"@singlestore/client\";\n\nconst client = new SingleStoreClient();\n```\n\n#### With Management API Access\n\nThis method is used when you need to access SingleStore's management API.\n\n```ts\nimport { SingleStoreClient } from \"@singlestore/client\";\n\nconst client = new SingleStoreClient({ apiKey: \"<SINGLESTORE_API_KEY>\" });\n```\n\n#### With AI Functionality\n\nIf you want to integrate AI features, use this method. You need to pass an AI instance with the required API key.\n\n```bash\nnpm install @singlestore/ai\n```\n\n```ts\nimport { AI } from \"@singlestore/ai\";\nimport { SingleStoreClient } from \"@singlestore/client\";\n\nconst ai = new AI({ openAIApiKey: \"<OPENAI_API_KEY>\" });\nconst client = new SingleStoreClient({ ai });\n```\n\n#### Additional Notes\n\n- The SingleStoreClient class is flexible, allowing you to pass only the features you need (e.g., AI, API key). It will automatically configure the services based on the provided options.\n- You can also use custom LLMs instead of the pre-installed OpenAI. To do this, see the [`@singlestore/ai`](https://github.com/singlestore-labs/singlestore/tree/main/packages/ai) package [documentation](https://github.com/singlestore-labs/singlestore/blob/main/packages/ai/README.md).\n\n---\n\n### Organization\n\n#### Get Current Organization\n\nReturns the current organization if an API key was provided during initialization.\n\n```ts\nconst organization = await client.organization.get();\n```\n\n---\n\n### Workspace Group\n\n#### Get Workspace Group\n\n##### All Workspace Groups\n\n```ts\nconst workspaceGroups = await client.workspaceGroup.get();\n```\n\n##### By Workspace Group ID\n\n```ts\nconst workspaceGroup = await client.workspaceGroup.get({\n  where: { id: \"<WORKSPACE_GROUP_ID>\" },\n});\n```\n\n##### By Workspace Group Name\n\n```ts\nconst workspaceGroup = await client.workspaceGroup.get({\n  where: { name: \"<WORKSPACE_GROUP_NAME>\" },\n});\n```\n\n##### Additional Notes\n\n- To include terminated workspace groups, add the `includeTerminated: true` parameter to the `workspaceGroup.get` options object.\n- To select specific fields from a workspace group, add the `select: ['<FIELD_NAME_TO_SELECT>']` parameter to the `workspaceGroup.get` options object.\n\n---\n\n#### Create Workspace Group\n\n```ts\nconst { workspaceGroup, adminPassword } = await client.workspaceGroup.create({\n  name: \"<WORKSPACE_GROUP_NAME>\",\n  regionName: \"US West 2 (Oregon)\",\n  adminPassword: \"<WORKSPACE_GROUP_PASSWORD>\",\n  allowAllTraffic: false,\n  firewallRanges: [\"IP_ADDRESS\"],\n  dataBucketKMSKeyID: \"<ID>\",\n  backupBucketKMSKeyID: \"<ID>\",\n  updateWindow: { day: \"mo\", hour: 12 },\n  expiresAt: new Date(\"2025-01-01\"),\n});\n```\n\n##### Additional Notes\n\n- Only the `name` and `regionName` fields are required to create a workspace group. All other fields are optional.\n- If the `adminPassword` value is not provided, a generated password is returned.\n- To find all available `regionName` values, refer to this [link](https://github.com/singlestore-labs/singlestore/blob/main/packages/client/src/region/region.ts#L3).\n\n---\n\n#### Update Workspace Group\n\nYou can update a workspace group by specifying the workspace group ID or by calling the `update` method on a selected Workspace Group instance.\n\n##### By Workspace Group ID\n\n```ts\nawait client.workspaceGroup.update(\"<WORKSPACE_GROUP_ID>\", {\n  name: \"<NEW_WORKSPACE_GROUP_NAME>\",\n  adminPassword: \"<NEW_WORKSPACE_GROUP_PASSWORD>\",\n  allowAllTraffic: true,\n  firewallRanges: [\"<NEW_IP_ADDRESS>\"],\n  updateWindow: { day: \"mo\", hour: 12 },\n  expiresAt: new Date(\"2025-01-01\"),\n});\n```\n\n##### Selected Workspace Group\n\nUpdates the currently selected workspace group.\n\n```ts\nawait workspaceGroup.update({\n  name: \"<NEW_WORKSPACE_GROUP_NAME>\",\n  adminPassword: \"<NEW_WORKSPACE_GROUP_PASSWORD>\",\n  allowAllTraffic: true,\n  firewallRanges: [\"<NEW_IP_ADDRESS>\"],\n  updateWindow: { day: \"mo\", hour: 12 },\n  expiresAt: new Date(\"2025-01-01\"),\n});\n```\n\n##### Additional Notes\n\n- All fields are optional when updating a workspace group.\n\n---\n\n#### Delete Workspace Group\n\nYou can delete a workspace group by specifying the workspace group ID or by calling the `delete` method on a selected Workspace Group instance.\n\n##### By Workspace Group ID\n\n```ts\nawait client.workspaceGroup.delete(\"<WORKSPACE_GROUP_ID>\", false);\n```\n\n##### Selected Workspace Group\n\nDeletes the currently selected workspace group.\n\n```ts\nawait workspaceGroup.delete(false);\n```\n\n##### Additional Notes\n\n- To forcibly delete a workspace group, set the optional `force` argument to `true`.\n\n---\n\n#### Get Metrics\n\n```ts\nconst metrics = await workspaceGroup.getMetrics();\n```\n\n---\n\n#### Get Private Connections\n\n```ts\nconst privateConnections = await workspaceGroup.getPrivateConnections();\n```\n\n---\n\n### Workspace\n\n#### Connect Workspace\n\n##### Using Client\n\n```ts\nconst connection = client.connect({\n  host: \"<WORKSPACE_HOST>\",\n  user: \"<WORKSPACE_USER>\",\n  password: \"<WORKSPACE_PASSWORD>\",\n  port: <WORKSPACE_PORT>\n});\n```\n\n##### Using Workspace Group\n\n```ts\nconst workspace = await workspaceGroup.workspace.get({\n  where: { id: \"<WORKSPACE_ID>\" },\n});\n\nif (workspace) {\n  const connection = workspace.connect({\n    user: \"<WORKSPACE_USER>\",\n    password: \"<WORKSPACE_PASSWORD>\",\n    port: <WORKSPACE_PORT>,\n  });\n}\n```\n\n##### Free Tier\n\nTo connect to a free tier workspace, download the SSL certificate from this [link](https://portal.singlestore.com/static/ca/singlestore_bundle.pem), set the `port` and `database`, and place the SSL certificate in the root directory of your project.\n\n```ts\nconst connection = client.connect({\n  host: \"<WORKSPACE_HOST>\",\n  user: \"<WORKSPACE_USER>\",\n  password: \"<WORKSPACE_PASSWORD>\",\n  port: <WORKSPACE_PORT>\n  database: \"<DATABASE_NAME>\",\n  ssl: { ca: readFileSync(resolve(process.cwd(), \"singlestore_bundle.pem\")) },\n});\n```\n\n---\n\n#### Get Workspace\n\n##### All Workspaces\n\n```ts\nconst workspace = await workspaceGroup.workspace.get();\n```\n\n##### By Workspace ID\n\n```ts\nconst workspace = await workspaceGroup.workspace.get({\n  where: { id: \"<WORKSPACE_ID>\" },\n});\n```\n\n##### By Workspace Name\n\n```ts\nconst workspace = await workspaceGroup.workspace.get({\n  where: { name: \"<WORKSPACE_NAME>\" },\n});\n```\n\n##### Additional Notes\n\n- To include terminated workspaces, add the `includeTerminated: true` parameter to the `workspaceGroup.workspace.get` options object.\n- To select specific fields from a workspace group, add the `select: ['<FIELD_NAME_TO_SELECT>']` parameter to the `workspaceGroup.workspace.get` options object.\n\n---\n\n#### Create Workspace\n\n```ts\nconst workspace = await workspaceGroup.workspace.create({\n  name: \"WORKSPACE_NAME\",\n  size: \"S-00\",\n  enableKai: true,\n  cacheConfig: 1,\n  scaleFactor: 1,\n  autoSuspend: {\n    suspendType: \"SCHEDULED\",\n    suspendAfterSeconds: 1200,\n  },\n});\n```\n\n##### Additional Notes\n\n- Only the `name` field is required to create a workspace. All other fields are optional.\n- To find all available `size` values, refer to the [SingleStore Helios Pricing](https://www.singlestore.com/cloud-pricing/) page.\n\n---\n\n#### Update Workspace\n\n##### By Workspace ID\n\n```ts\nawait workspaceGroup.workspace.update(\"<WORKSPACE_ID>\", {\n  size: \"S-00\",\n  enableKai: true,\n  cacheConfig: 1,\n  scaleFactor: 1,\n  deploymentType: \"PRODUCTION\",\n  autoSuspend: {\n    suspendType: \"SCHEDULED\",\n    suspendAfterSeconds: 1200,\n  },\n});\n```\n\n##### Selected Workspace\n\n```ts\nawait workspace.update({\n  size: \"S-00\",\n  enableKai: true,\n  cacheConfig: 1,\n  scaleFactor: 1,\n  deploymentType: \"PRODUCTION\",\n  autoSuspend: {\n    suspendType: \"SCHEDULED\",\n    suspendAfterSeconds: 1200,\n  },\n});\n```\n\n##### Additional Notes\n\n- All fields are optional when updating a workspace.\n\n---\n\n#### Delete Workspace\n\n##### By Workspace ID\n\n```ts\nawait workspaceGroup.workspace.delete(\"<WORKSPACE_ID>\");\n```\n\n##### Selected Workspace\n\n```ts\nawait workspace.delete();\n```\n\n---\n\n#### Get Workspace State\n\n##### By Workspace ID\n\n```ts\nconst state = await workspaceGroup.workspace.getState(\"<WORKSPACE_ID>\");\n```\n\n##### Selected Workspace\n\n```ts\nconst state = await workspace.getState();\n```\n\n---\n\n#### Resume Workspace\n\n##### By Workspace ID\n\n```ts\nawait workspaceGroup.workspace.resume(\"<WORKSPACE_ID>\", { disableAutoSuspend: false });\n```\n\n##### Selected Workspace\n\n```ts\nawait workspace.resume({ disableAutoSuspend: false });\n```\n\n##### Additional Notes\n\n- The `disableAutoSuspend` parameter is optional.\n\n---\n\n#### Suspend Workspace\n\n##### By Workspace ID\n\n```ts\nawait workspaceGroup.workspace.suspend(\"<WORKSPACE_ID>\");\n```\n\n##### Selected Workspace\n\n```ts\nawait workspace.suspend();\n```\n\n---\n\n### Database\n\n#### Use Database\n\nThe `use` method allows you to interact with a specific database within the connection. You can optionally provide a generic `DatabaseSchema` to describe the database schema and its tables.\n\n```ts\ninterface DatabaseSchema extends DatabaseType {\n  name: \"<DATABASE_NAME>\";\n  tables: {\n    users: {\n      id: number;\n    };\n  };\n}\n\nconst database = connection.database.use<DatabaseSchema>(\"<DATABASE_NAME>\");\n```\n\n---\n\n#### Create Database\n\nThe `create` method allows you to create a database within the connection. You can optionally provide a generic `DatabaseSchema` to describe the database schema and its tables.\n\n```ts\ninterface DatabaseSchema extends DatabaseType {\n  name: \"<DATABASE_NAME>\";\n  tables: {\n    users: {\n      id: number;\n    };\n  };\n}\n\nconst database = await connection.database.create<DatabaseSchema>({\n  name: \"<DATABASE_NAME>\",\n  tables: {\n    users: {\n      columns: {\n        id: {\n          type: \"BIGINT\",\n          autoIncrement: true, // Optional\n          primaryKey: true, // Optional\n          nullable: false, // Optional\n          default: 0, // Optional\n          clauses: [\"<CUSTOM_CLAUSE>\"], // Optional\n        },\n      },\n      clauses: [\"<CUSTOM_CLAUSE>\"], // Optional\n      fulltextKeys: [\"<COLUMN_NAME>\"], // Optional\n      primaryKeys: [\"<COLUMN_NAME>\"], // Optional\n    },\n  },\n});\n```\n\n---\n\n#### Drop Database\n\n##### By Database Name\n\n```ts\nawait connection.database.drop(\"<DATABASE_NAME>\");\n```\n\n##### Selected Database\n\n```ts\nawait database.drop();\n```\n\n---\n\n#### Query Database\n\nThe `query` method allows you to execute a MySQL query on the database and retrieve the result. The query result is returned as an array of rows, where each row is represented as an object with column names as keys and the corresponding values.\n\n```ts\ntype RowType = { [K: string]: any }[];\n\nconst [rows] = await database.query<RowType>(\"<MYSQL_QUERY>\");\n```\n\n##### Additional Notes\n\n- Ensure that the query string is properly formatted to prevent SQL errors.\n- The `RowType` is a flexible type that can accommodate various column structures in the query result.\n\n---\n\n#### Describe Database\n\n```ts\nconst info = await database.describe();\n```\n\n---\n\n#### Show Database Info\n\nThe `showInfo` method allows you to retrieve information about the database. You can optionally request extended information by setting the `isExtended` argument to `true`.\n\n```ts\nconst info = await database.showInfo(true);\n```\n\n---\n\n#### Show Database Tables Info\n\nThe `showTablesInfo` method allows you to retrieve information about the database tables. You can optionally request extended information by setting the `isExtended` argument to `true`.\n\n```ts\nconst tablesInfo = await database.showTablesInfo(true);\n```\n\n---\n\n### Table\n\n#### Use Table\n\nThe `use` method allows you to access a specific table within the database. It optionally accepts a table name and schema, providing an interface to interact with the table for querying and manipulation.\n\n```ts\ntype TableName = \"<TABLE_NAME>\";\ntype TableSchema = { [K: string]: any };\n\nconst table = database.table.use<TableName, TableSchema>(\"<TABLE_NAME>\");\n```\n\n---\n\n#### Create Table\n\nThe `create` method allows you to create a new table in the database. You can define the table name and schema, specifying columns and their properties such as data types, constraints, and default values.\n\n```ts\ntype TableName = \"<TABLE_NAME>\";\ntype TableSchema = { id: number };\n\nconst table = await database.table.create<TableName, TableSchema>({\n  name: \"<TABLE_NAME>\",\n  columns: {\n    id: {\n      type: \"BIGINT\",\n      autoIncrement: true, // Optional\n      primaryKey: true, // Optional\n      nullable: false, // Optional\n      default: 0, // Optional\n      clauses: [\"<CUSTOM_CLAUSE>\"], // Optional\n    },\n  },\n});\n```\n\n---\n\n#### Drop Table\n\n##### By Table Name\n\n```ts\nawait database.table.drop(\"<TABLE_NAME>\");\n```\n\n##### Selected Table\n\n```ts\nawait table.drop();\n```\n\n---\n\n#### Truncate Table\n\n##### By Table Name\n\n```ts\nawait database.table.truncate(\"<TABLE_NAME>\");\n```\n\n##### Selected Table\n\n```ts\nawait table.truncate();\n```\n\n---\n\n#### Rename Table\n\n##### By Table Name\n\n```ts\nawait database.table.rename(\"<TABLE_NAME>\", \"<TABLE_NEW_NAME>\");\n```\n\n##### Selected Table\n\n```ts\nawait table.rename(\"<TABLE_NEW_NAME>\");\n```\n\n---\n\n#### Show Table Info\n\nThe `showInfo` method allows you to retrieve information about the table. You can optionally request extended information by setting the `isExtended` argument to `true`.\n\n```ts\nconst tableInfo = await table.showInfo(true);\n```\n\n---\n\n#### Show Table Columns Info\n\nThe `showInfo` method allows you to retrieve information about the table columns.\n\n```ts\nconst tableColumnsInfo = await table.showColumnsInfo();\n```\n\n---\n\n#### Insert Table Value\n\nThe `insert` method allows you to insert data into a table. You can insert a single value or multiple values at once by providing an object or an array of objects that map column names to values.\n\n##### Single Value\n\n```ts\nawait table.insert({columnName: <VALUE>})\n```\n\n##### Multiple Values\n\n```ts\nawait table.insert([{columnName: <VALUE>}, {columnName: <VALUE_2>}])\n```\n\n---\n\n#### Find Table Values\n\nThe `find` method allows you to retrieve values from a table, with optional support for conditions, joins, grouping, ordering, and pagination. You can either fetch all values from a table or apply conditions to narrow down th\n\n##### Find All Values\n\nRetrieves all values from the table without any conditions.\n\n```ts\nconst values = await table.find();\n```\n\n##### Find Values By Condition\n\nRetrieves values from the table based on the specified conditions. You can customize the query with select, join, where, groupBy, orderBy, limit, and offset options.\n\n```ts\nconst values = await table.find({\n  select: [\"<COLUMN_NAME>\", \"COUNT(*) AS count\"], // Optional\n  join: [\n    {\n      type: \"FULL\", // Supported values: \"INNER\" | \"LEFT\" | \"RIGHT\" | \"FULL\"\n      table: \"<JOIN_TABLE_NAME>\",\n      as: \"<JOIN_TABLE_AS>\",\n      on: [\n        \"<COLUMN_NAME>\",\n        \"=\", // Supported values: \"=\" | \"<\" | \">\" | \"<=\" | \">=\" | \"!=\"\n        \"<JOIN_COLUMN_NAME>\",\n      ],\n    },\n  ], // Optional\n  where: { columnName: \"<COLUMN_VALUE>\" }, // Optional\n  groupBy: [\"<COLUMN_NAME>\"], // Optional\n  orderBy: {\n    columnName: \"asc\", // Supported values: \"asc\" | \"desc\"\n  }, // Optional\n  limit: 10, // Optional\n  offset: 10, // Optional\n});\n```\n\n##### Additional Notes\n\n- The `COUNT(*) AS count` pattern follows the `clause AS alias` structure, where `COUNT(*)` is the `clause` and `count` is the `alias`.\n- Ensure that joins, conditions, and selected columns are appropriate for the table schema and the data you're trying to retrieve.\n\n---\n\n#### Update Table Values\n\nThe `update` method allows you to modify existing values in the table. You provide the new values to update, along with a condition to specify which rows should be updated.\n\n```ts\nawait table.update(\n  { columnName: \"<NEW_COLUMN_VALUE>\" }, // New value\n  { columnName: \"<COLUMN_VALUE>\" }, // Where condition\n);\n```\n\n---\n\n#### Delete Table Values\n\nThe `delete` method allows you to remove rows from the table that match a specified condition.\n\n```ts\nawait table.delete({ columnName: \"<COLUMN_VALUE>\" });\n```\n\n##### Additional Notes\n\n- Be cautious when using the `delete` method, especially if the where condition is broad, as it could result in the removal of multiple rows.\n- If no where condition is provided, all rows in the table will be deleted. It’s best practice to always provide a where clause to avoid accidental data loss.\n\n---\n\n#### Table Vector Search\n\nThe `vectorSearch` method allows you to perform searches using vector-based embeddings in a specified column. This is particularly useful for tasks such as semantic search, where results are based on the similarity of vector representations of text or data.\n\n##### Basic\n\nPerforms a vector search based on a prompt, returning rows from the table that match the vector similarity.\n\n```ts\nconst rows = await table.vectorSearch({\n  prompt: \"<PROMPT>\",\n  vectorColumn: \"<VECTOR_COLUMN_NAME>\",\n  embeddingParams: {\n    model: \"<MODEL_NAME>\", // Optional\n    dimensions: \"<VECTOR_DIMENSTION>\", // Optional\n  }, // Optional\n});\n```\n\n##### With Conditions\n\nPerforms a vector search with additional conditions such as selected columns, joins, filtering, grouping, ordering, and pagination.\n\n```ts\nconst rows = await table.vectorSearch(\n  {\n    prompt: \"<PROMPT>\",\n    vectorColumn: \"<VECTOR_COLUMN_NAME>\",\n    embeddingParams: {\n      model: \"<MODEL_NAME>\", // Optional\n      dimensions: \"<VECTOR_DIMENSTION>\", // Optional\n    },\n  }, // Optional\n  {\n    select: [\"<COLUMN_NAME>\"], // Optional\n    join: [\n      {\n        type: \"FULL\", // Supported values: \"INNER\" | \"LEFT\" | \"RIGHT\" | \"FULL\"\n        table: \"<JOIN_TABLE_NAME>\",\n        as: \"<JOIN_TABLE_AS>\",\n        on: [\n          \"<COLUMN_NAME>\",\n          \"=\", // Supported values: \"=\" | \"<\" | \">\" | \"<=\" | \">=\" | \"!=\"\n          \"<JOIN_COLUMN_NAME>\",\n        ],\n      },\n    ], // Optional\n    where: { columnName: \"<COLUMN_VALUE>\" }, // Optional\n    groupBy: [\"<COLUMN_NAME>\"], // Optional\n    orderBy: {\n      columnName: \"asc\", // Supported values: \"asc\" | \"desc\"\n    }, // Optional\n    limit: 10, // Optional\n    offset: 10, // Optional\n  }, // Optional\n);\n```\n\n##### Additional Notes\n\n- The `vectorSearch` method returns both the table rows and a `v_score` field, which reflects the similarity score of each row to the search prompt.\n- Conditions such as `select`, `join`, `where`, and others can be used to refine the results further, similar to standard SQL queries.\n\n---\n\n#### Create Table Chat Completion\n\nThe `createChatCompletion` method allows you to generate chat completions based on a vector search within a table. Depending on the `stream` option, you can retrieve the results either as a complete string or in a streamed fashion, with optional custom tools for enhancing functionality.\n\n##### As String\n\nPerforms a chat completion based on a vector search and returns the result as a complete string.\n\n```ts\nconst chatCompletion = await table.createChatCompletion(\n  {\n    model: \"<MODEL_NAME>\", // Optional\n    prompt: \"<PROMPT>\",\n    systemRole: \"<SYSTEM_ROLE>\", // Optional\n    vectorColumn: \"<VECTOR_COLUMN_NAME>\",\n    stream: false,\n    temperature: 0, // Optional\n    embeddingParams: {\n      model: \"<MODEL_NAME>\", // Optional\n      dimensions: \"<VECTOR_DIMENSTION>\", // Optional\n    }, // Optional\n  },\n  {\n    select: [\"<COLUMN_NAME>\"], // Optional\n    where: { columnName: \"<COLUMN_VALUE>\" }, // Optional\n    limit: 1, // Optional\n  }, // Optional\n);\n```\n\n##### As Stream\n\nPerforms a chat completion and returns the result as a stream of data chunks.\n\n```ts\nconst stream = await table.createChatCompletion(\n  {\n    stream: true,\n    ...\n  },\n);\n\nconst chatCompletion = await ai.chatCompletions.handleStream(stream, (chunk) => {\n  console.log(chunk);\n});\n```\n\n##### With Custom Tools\n\nYou can also integrate custom tools to extend the functionality of the chat completion.\n\n```ts\nimport { ChatCompletionTool } from \"@singlestore/ai/chat-completions\";\nimport { z } from \"zod\";\n\nconst customTool = new ChatCompletionTool({\n  name: \"<TOOL_NAME>\",\n  description: \"<TOOL_DESCRIPTION>\",\n  params: z.object({ paramName: z.string().describe(\"<PARAM_DESCRIPTION>\") }),\n  call: async (params) => {\n    const value = await anyFnCall(params);\n    return { name: \"<TOOL_NAME>\", params, value: JSON.stringify(value) };\n  },\n});\n\nawait table.createChatCompletion({\n  tools: [customTool],\n  ...\n});\n```\n\n##### Additional Notes\n\n- The second argument of the `createChatCompletion` method accepts the same options as the second argument of the `vectorSearch` method, such as `select`, `where`, and `limit`.\n- When using `stream: true`, the `handleStream` function is used to process the stream. It accepts a callback as the second argument, which handles each new chunk of data as it arrives.\n\n---\n\n### Column\n\n##### Use Column\n\n```ts\nconst column = table.column.use(\"<COLUMN_NAME>\");\n```\n\n---\n\n#### Add Column\n\n```ts\nconst column = await table.column.add({\n  name: \"<NEW_COLUMN_NAME>\",\n  type: \"BIGINT\",\n  autoIncrement: false, // Optional\n  primaryKey: false, // Optional\n  nullable: true, // Optional\n  default: 0, // Optional\n  clauses: [\"<CUSTOM_CLAUSE>\"], // Optional\n});\n```\n\n---\n\n#### Modify Column\n\n##### By Column Name\n\n```ts\nawait table.column.modify(\"<COLUMN_NAME>\", {\n  type: \"BIGINT\",\n  autoIncrement: false, // Optional\n  primaryKey: false, // Optional\n  nullable: true, // Optional\n  default: 0, // Optional\n  clauses: [\"<CUSTOM_CLAUSE>\"], // Optional\n});\n```\n\n##### Selected Column\n\n```ts\nawait column.modify(...)\n```\n\n---\n\n#### Rename Column\n\n##### By Column Name\n\n```ts\nawait table.column.rename(\"<COLUMN_NAME>\", \"<NEW_COLUMN_NAME>\");\n```\n\n##### Selected Column\n\n```ts\nawait column.modify(\"<NEW_COLUMN_NAME>\");\n```\n\n---\n\n#### Drop Column\n\n##### By Column Name\n\n```ts\nawait table.column.drop(\"<COLUMN_NAME>\");\n```\n\n##### Selected Column\n\n```ts\nawait column.drop();\n```\n\n---\n\n#### Show Column Info\n\n##### By Column Name\n\n```ts\nawait table.column.showInfo(\"<COLUMN_NAME>\");\n```\n\n##### Selected Column\n\n```ts\nawait column.showInfo();\n```\n\n---\n\n### Billing\n\n#### Get Billing\n\n```ts\nconst billing = await client.billing.get({\n  metric: \"ComputeCredit\", // Supported values: \"ComputeCredit\" | \"StorageAvgByte\"\n  startTime: new Date(\"2024-01-01\"),\n  endTime: new Date(\"2024-01-09\"),\n  aggregateBy: \"month\", // Supported values: \"hour\", \"day\", \"month\"; Optional\n});\n```\n\n---\n\n### Region\n\n#### Get Region\n\n##### Get All Regions\n\n```ts\nconst regions = await client.region.get();\n```\n\n##### Get Region By ID\n\n```ts\nconst region = await client.region.get({ id: \"<REGION_ID>\" });\n```\n\n##### Get Region By Name\n\n```ts\nconst region = await client.region.get({ name: \"<REGION_NAME>\" });\n```\n\n##### Additional Notes\n\n- To find all available region names, follow this [link](https://github.com/singlestore-labs/singlestore/blob/67e9c837465c130525300a8fdff7acb9abc6e056/packages/client/src/region/region.ts#L3)\n\n---\n\n### Team\n\n#### Get Team\n\n##### Get All Teams\n\n```ts\nconst teams = await client.team.get();\n```\n\n##### Get Team By ID\n\n```ts\nconst team = await client.team.get({ id: \"<TEAM_ID>\" });\n```\n\n##### Get Team By Name\n\n```ts\nconst team = await client.team.get({ name: \"<TEAM_NAME>\" });\n```\n\n##### Get Team By Description\n\n```ts\nconst team = await client.team.get({ description: \"<TEAM_DESCRIPTION>\" });\n```\n\n---\n\n#### Create Team\n\n```ts\nconst team = await client.team.create({\n  name: \"<TEAM_NAME>\",\n  description: \"<TEAM_DESCRIPTION>\", // Optional\n  memberTeams: [\"<TEAM_ID>\"], // Optional\n  memberUsers: [\"<USER_ID>\"], // Optional\n});\n```\n\n---\n\n#### Update Team\n\n##### By Team ID\n\n```ts\nawait client.team.update(\"<TEAM_ID>\", {\n  name: \"<NEW_TEAM_NAME>\", // Optional\n  description: \"<NEW_TEAM_DESCRIPTION>\", // Optional\n});\n```\n\n##### Selected Team\n\n```ts\nawait team.update(...);\n```\n\n---\n\n#### Delete Team\n\n##### By Team ID\n\n```ts\nawait client.team.delete(\"<TEAM_ID>\");\n```\n\n##### Selected Team\n\n```ts\nawait team.delete();\n```\n\n---\n\n#### Add Team Member\n\n##### Add Team\n\n###### By Team ID\n\n```ts\nawait client.team.addMemberTeams(\"<TEAM_ID>\", [\"<ADD_TEAM_ID>\"]);\n```\n\n###### Selected Team\n\n```ts\nawait team.addMemberTeams([\"<ADD_TEAM_ID>\"]);\n```\n\n##### Add User\n\n###### By Team ID\n\n```ts\nawait client.team.addMemberUsers(\"<TEAM_ID>\", [\"<ADD_USER_ID>\"]);\n```\n\n###### Selected Team\n\n```ts\nawait team.addMemberUsers([\"<ADD_USER_ID>\"]);\n```\n\n---\n\n#### Remove Team Member\n\n##### Remove Team\n\n###### By Team ID\n\n```ts\nawait client.team.removeMemberTeams(\"<TEAM_ID>\", [\"<REMOVE_TEAM_ID>\"]);\n```\n\n###### Selected Team\n\n```ts\nawait team.removeMemberTeams([\"<REMOVE_TEAM_ID>\"]);\n```\n\n##### Remove User\n\n###### By Team ID\n\n```ts\nawait client.team.removeMemberUsers(\"<TEAM_ID>\", [\"<REMOVE_USER_ID>\"]);\n```\n\n###### Selected Team\n\n```ts\nawait team.removeMemberUsers([\"<REMOVE_USER_ID>\"]);\n```\n\n---\n\n### Job\n\n#### Get Job\n\n```ts\nconst job = client.job.get(\"<JOB_ID>\");\n```\n\n---\n\n#### Create Job\n\n```ts\nconst job = await client.job.create({\n  name: \"<JOB_NAME>\", // Optional\n  description: \"<JOB_DESCRIPTION>\", // Optional\n  executionConfig: {\n    notebookPath: \"<NOTEBOOK_NAME.ipynb>\",\n    createSnapshot: true,\n    runtimeName: \"notebooks-cpu-small\",\n  },\n  schedule: {\n    mode: \"Recurring\", // Supported values: \"Once\" | \"Recurring\"\n    executionIntervalInMinutes: 60,\n    startAt: new Date(\"2025-01-01\"),\n  },\n  targetConfig: {\n    databaseName: \"<DATABASE_NAME>\",\n    resumeTarget: true,\n    targetID: \"<TARGET_ID>\",\n    targetType: \"Workspace\", // Supported values: \"Workspace\" | \"Cluster\" | \"VirtualWorkspace\"\n  }, // Optional\n});\n```\n\n---\n\n#### Delete Job\n\n##### By Job ID\n\n```ts\nawait client.job.delete(\"<JOB_ID>\");\n```\n\n##### Selected Job\n\n```ts\nawait job.delete();\n```\n\n---\n\n#### Get Job Executions\n\n##### By Job ID\n\n```ts\nconst executions = await client.job.getExecutions(\"<JOB_ID>\", 1, 10);\n```\n\n##### Selected Job\n\n```ts\nconst executions = await job.getExecutions(1, 10);\n```\n\n---\n\n#### Get Job Parameters\n\n##### By Job ID\n\n```ts\nconst parameters = await client.job.getParameters(\"<JOB_ID>\");\n```\n\n##### Selected Job\n\n```ts\nconst parameters = await job.getParameters();\n```\n\n---\n\n#### Get Job Runtimes\n\n```ts\nconst runtimes = await client.job.getRuntimes();\n```\n\n---\n\n### Secret\n\n#### Get Secret\n\n##### Get All Secrets\n\n```ts\nconst secrets = await client.secret.get();\n```\n\n##### Get By Secret ID\n\n```ts\nconst secret = await client.secret.get({ id: \"<SECRET_ID>\" });\n```\n\n##### Get By Secret Name\n\n```ts\nconst secret = await client.secret.get({ name: \"<SECRET_NAME>\" });\n```\n\n---\n\n#### Create Secret\n\n```ts\nconst secret = await client.secret.create({\n  name: \"<SECRET_NAME>\",\n  value: \"<SECRET_VALUE>\",\n});\n```\n\n---\n\n#### Update Secret\n\n##### By Secret ID\n\n```ts\nconst secret = await client.secret.update(\"<SECRET_ID>\", \"<NEW_SECRET_VALUE>\");\n```\n\n##### Selected Secret\n\n```ts\nconst secret = await secret.update(\"<NEW_SECRET_VALUE>\");\n```\n\n---\n\n#### Delete Secret\n\n##### By Secret ID\n\n```ts\nawait client.secret.delete(\"<SECRET_ID>\");\n```\n\n##### Selected Secret\n\n```ts\nawait secret.delete();\n```\n\n---\n\n### Stage\n\n- Folder path example: `folderName/`\n- File path example: `folderName/fileName.json`\n\n#### Get All Stage\n\n```ts\nconst stage = await workspaceGroup.stage.get();\n```\n\n#### Get Stage Folder\n\n```ts\nconst stage = await workspaceGroup.stage.get(\"<STAGE_PATH>/\");\n```\n\n```ts\nconst nextStage = await stage.get(\"<STAGE_PATH>/\");\n```\n\n#### Get Stage File\n\n```ts\nconst stage = await workspaceGroup.stage.get(\"<STAGE_PATH>\");\n```\n\n```ts\nconst nextStage = await stage.get(\"<STAGE_PATH>\");\n```\n\n---\n\n#### Update Stage\n\n##### By Stage Path\n\n```ts\nawait workspaceGroup.stage.update(\"<STAGE_PATH>\", { newPath: \"<NEW_STAGE_PATH>\" });\n```\n\n##### Selected Stage\n\n```ts\nawait stage.update({ newPath: \"<NEW_STAGE_PATH>\" });\n```\n\n##### Additional Notes\n\n---\n\n#### Create Stage Folder\n\n##### In Stage Path\n\n```ts\nconst newStage = await workspaceGroup.stage.createFolder(\"<NEW_STAGE_PATH>\", \"NEW_STAGE_NAME\");\n```\n\n##### In Selected Stage\n\n```ts\nconst newStage = stage.createFolder(\n  \"<NEW_STAGE_NAME>\",\n  \"<NEW_STAGE_PATH>\", // Optional\n);\n```\n\n---\n\n#### Delete Stage\n\n##### By Stage Path\n\n```ts\nawait workspaceGroup.stage.delete(\"<STAGE_PATH>\");\n```\n\n##### Selected Stage\n\n```ts\nawait stage.delete();\n```\n\n---\n\n### Storage\n\n#### Get Storage Regions\n\n```ts\nconst regions = await workspaceGroup.storage.getRegions();\n```\n\n---\n\n#### Get Storage Status\n\n```ts\nconst status = await workspaceGroup.storage.getStatus();\n```\n\n---\n\n### Connection\n\n#### Execute Custom Query\n\n```ts\nconst result = await connection.client.execute(\"<SQL_QUERY>\");\n```\n\n---\n","readmeFilename":"README.md"}