# Clients & Utilities - [Administrative Tools](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools.md): Explore administrative tools. This section introduces various command line utilities and graphical interfaces designed to help you manage, monitor, and configure your database efficiently. - [dbdeployer](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/dbdeployer.md) - [innochecksum](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/innochecksum.md) - [mariadb-access](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/mariadb-access.md) - [mariadb-admin](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/mariadb-admin.md) - [mariadb-conv](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/mariadb-conv.md) - [mariadb-setpermission](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/mariadb-setpermission.md) - [mariadb-show](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/mariadb-show.md) - [mariadb-plugin](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/mariadb-plugin.md) - [mariadb-report](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/mariadb-report.md) - [mariadb-find-rows](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/mariadb-find-rows.md) - [mariadb-tzinfo-to-sql](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/mariadb-tzinfo-to-sql.md) - [mariadb-waitpid](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/mariadb-waitpid.md) - [my\_print\_defaults](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/my_print_defaults.md) - [mariadb-embedded](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/mariadb-embedded.md) - [perror](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/perror.md) - [replace](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/replace-utility.md) - [resolve\_stack\_dump](https://mariadb.com/docs/server/clients-and-utilities/administrative-tools/resolve_stack_dump.md) - [Aria Clients and Utilities](https://mariadb.com/docs/server/clients-and-utilities/aria-clients-and-utilities.md): Explore Aria clients and utilities for MariaDB Server. This section details specialized tools for managing and interacting with tables that utilize the Aria storage engine. - [aria\_chk](https://mariadb.com/docs/server/clients-and-utilities/aria-clients-and-utilities/aria_chk.md) - [aria\_pack](https://mariadb.com/docs/server/clients-and-utilities/aria-clients-and-utilities/aria_pack.md) - [aria\_read\_log](https://mariadb.com/docs/server/clients-and-utilities/aria-clients-and-utilities/aria_read_log.md) - [Backup, Restore and Import Clients](https://mariadb.com/docs/server/clients-and-utilities/backup-restore-and-import-clients.md): Explore backup, restore, and import clients for MariaDB Server. This section details various utilities that facilitate data protection, recovery, and seamless data loading into your databases. - [mariadb-dump](https://mariadb.com/docs/server/clients-and-utilities/backup-restore-and-import-clients/mariadb-dump.md): Complete MariaDB backup and recovery guide. Complete resource for backup methods, mariabackup usage, scheduling, and restoration for production use. - [mariadb-hotcopy](https://mariadb.com/docs/server/clients-and-utilities/backup-restore-and-import-clients/mariadb-hotcopy.md) - [mariadb-import](https://mariadb.com/docs/server/clients-and-utilities/backup-restore-and-import-clients/mariadb-import.md): Complete mariadb-import reference: load tables from text files, --fields-terminated-by delimiter, --local file option, and --parallel/-j processing. - [dbForge Studio](https://mariadb.com/docs/server/clients-and-utilities/backup-restore-and-import-clients/backup-restore-and-import-clients-backuprestore-data-exportimport-via-dbfor.md) - [Deployment Tools](https://mariadb.com/docs/server/clients-and-utilities/deployment-tools.md): Explore deployment tools for MariaDB Server. This section introduces utilities and scripts that simplify the installation, configuration, and management of MariaDB in various environments. - [mariadb-install-db](https://mariadb.com/docs/server/clients-and-utilities/deployment-tools/mariadb-install-db.md): Definitive mariadb-install-db guide: initialize data directory, --user/--datadir syntax, --auth-root-authentication-method=socket, and --skip-test-db. - [mariadb-upgrade](https://mariadb.com/docs/server/clients-and-utilities/deployment-tools/mariadb-upgrade.md): Complete mariadb-upgrade reference: update mysql system tables, CHECK TABLE FOR UPGRADE, ALTER TABLE FORCE, and --upgrade-system-tables option. - [mariadb-secure-installation](https://mariadb.com/docs/server/clients-and-utilities/deployment-tools/mariadb-secure-installation.md): Complete MariaDB installation guide. Complete setup instructions for Linux, Windows, and macOS with configuration and verification for production use. - [Graphical and Enhanced Clients](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients.md): Complete Graphical and Enhanced Clients guide for MariaDB. Complete reference documentation for implementation, configuration, and usage for production use. - [Adminer](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/adminer.md) - [Beekeeper Studio](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/beekeeper-studio.md) - [SQL Diagnostic Manager & SQLyog](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/cost-effective-agentless-mariadb-database-performance-management.md) - [Database Workbench](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/database-workbench.md): Complete Database Workbench guide for MariaDB. Complete reference documentation for implementation, configuration, and usage with comprehensive examples and. - [dbForge Data Compare](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/dbforge-data-compare.md) - [dbForge Data Generator](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/dbforge-data-generator.md) - [dbForge Documenter](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/dbforge-documenter-for-mariadb-and-mysql.md) - [dbForge Edge](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/dbforge-edge.md) - [dbForge Fusion](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/dbforge-fusion-mysql-mariadb-plugin-for-vs.md) - [dbForge Query Builder](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/dbforge-query-builder-for-mysql-mariadb.md) - [dbForge Schema Compare](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/dbforge-schema-compare-for-mariadb-mysql.md) - [dbForge Studio](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/dbforge-studio-for-mariadb-universal-gui-tool-for-management-administration.md) - [DbSchema](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/dbschema.md) - [DbVisualizer](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/dbvisualizer.md) - [DeZign for Databases](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/dezign-for-databases.md) - [ERBuilder Data Modeler](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/erbuilder-data-modeler.md) - [DBeaver](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/graphical-and-enhanced-clients-dbeaver.md) - [OmniDB](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/graphical-and-enhanced-clients-omnidb.md) - [Sequel Pro](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/graphical-and-enhanced-clients-sequel-pro.md) - [HeidiSQL](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/heidisql.md) - [KS DB Merge Tools](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/ks-db-merge-tools-for-mysql-and-mariadb.md) - [LibreOffice Base](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/libreoffice-base.md) - [Luna Modeler](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/luna-modeler.md) - [mycli](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/mycli.md) - [Navicat](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/navicat.md) - [ocelotgui](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/ocelotgui.md) - [PgManage](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/pgmanage.md) - [phpMyAdmin](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/phpmyadmin.md): Official phpMyAdmin reference: web-based MariaDB/MySQL administration, PHP/web server requirements, browser compatibility, and GUI database management. - [Querious](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/querious.md) - [SB Data Generator](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/sb-data-generator.md) - [SQLPro Studio](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/sqlpro-studio.md) - [SQLyog](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/sqlyog-community-edition.md) - [TablePlus](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/tableplus.md) - [TOAD Edge](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/toad-edge.md) - [Valentina Studio](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/valentina-studio.md) - [MariaDB Direct Query Adapter For Microsoft Power BI](https://mariadb.com/docs/server/clients-and-utilities/graphical-and-enhanced-clients/mariadb-direct-query-adapter-for-microsoft-power-bi.md) - [Logging Tools](https://mariadb.com/docs/server/clients-and-utilities/logging-tools.md): Explore logging tools for MariaDB Server. This section introduces utilities and methods for managing and analyzing server logs, crucial for monitoring activity and troubleshooting issues. - [mariadb-binlog](https://mariadb.com/docs/server/clients-and-utilities/logging-tools/mariadb-binlog.md): Use mariadb-binlog to process binary log files. This utility is essential for examining replication events, recovering from data loss, and auditing changes in your MariaDB Server. - [Using mariadb-binlog](https://mariadb.com/docs/server/clients-and-utilities/logging-tools/mariadb-binlog/using-mariadb-binlog.md) - [mariadb-binlog Options](https://mariadb.com/docs/server/clients-and-utilities/logging-tools/mariadb-binlog/mariadb-binlog-options.md) - [Annotate\_rows\_log\_event](https://mariadb.com/docs/server/clients-and-utilities/logging-tools/mariadb-binlog/annotate_rows_log_event.md) - [mysqlbinlog](https://mariadb.com/docs/server/clients-and-utilities/logging-tools/mariadb-binlog/mariadb-binlog-mysqlbinlog.md) - [mariadb-dumpslow](https://mariadb.com/docs/server/clients-and-utilities/logging-tools/mariadb-dumpslow.md) - [mariadb Client](https://mariadb.com/docs/server/clients-and-utilities/mariadb-client.md): Official mariadb client reference: command-line interface, mariadb/mysql naming, Linux symlink access, Windows binary, and connection syntax. - [mariadb Command-Line Client](https://mariadb.com/docs/server/clients-and-utilities/mariadb-client/mariadb-command-line-client.md): Complete MariaDB command-line client guide. Complete reference for server connections, query execution, data import, and batch processing for production use. - [mysql Command-Line Client](https://mariadb.com/docs/server/clients-and-utilities/mariadb-client/mysql-command-line-client.md) - [Networking Tools](https://mariadb.com/docs/server/clients-and-utilities/networking-tools.md): Explore networking tools for MariaDB Server. This section introduces utilities that help you manage and troubleshoot network connections to your database, including monitoring and security. - [resolveip](https://mariadb.com/docs/server/clients-and-utilities/networking-tools/resolveip.md) - [Table Tools](https://mariadb.com/docs/server/clients-and-utilities/table-tools.md): Explore table-related tools for MariaDB Server. This section details various utilities for managing table structures, performing maintenance, and optimizing data storage. - [mariadb-check](https://mariadb.com/docs/server/clients-and-utilities/table-tools/mariadb-check.md): Complete mariadb-check reference: CHECK/REPAIR/ANALYZE/OPTIMIZE TABLE operations, --all-databases/--databases flags, --auto-repair, and option files. - [mariadb-convert-table-format](https://mariadb.com/docs/server/clients-and-utilities/table-tools/mariadb-convert-table-format.md) - [mariadb-fix-extensions](https://mariadb.com/docs/server/clients-and-utilities/table-tools/mariadb-fix-extensions.md) - [Testing Tools](https://mariadb.com/docs/server/clients-and-utilities/testing-tools.md): Explore testing tools for MariaDB Server. This section introduces utilities that help you validate server functionality, test configurations, and ensure the reliability of your database deployments. - [mariadb-slap](https://mariadb.com/docs/server/clients-and-utilities/testing-tools/mariadb-slap.md) - [mariadb-stress-test](https://mariadb.com/docs/server/clients-and-utilities/testing-tools/mariadb-stress-test.md) - [mariadb-test](https://mariadb.com/docs/server/clients-and-utilities/testing-tools/mariadb-test.md): MariaDB uses mariadb-test to test functionality. It is an all-in-one test framework doing unit, regression, and conformance testing - [mariadb-test Overview](https://mariadb.com/docs/server/clients-and-utilities/testing-tools/mariadb-test/mariadb-test-overview.md) - [Installing MinIO for Usage With mariadb-test-run](https://mariadb.com/docs/server/clients-and-utilities/testing-tools/mariadb-test/installing-minio-for-usage-with-mariadb-test-run.md) - [mariadb-test Auxiliary Files](https://mariadb.com/docs/server/clients-and-utilities/testing-tools/mariadb-test/mariadb-test-auxiliary-files.md) - [mariadb-test-run.pl Options](https://mariadb.com/docs/server/clients-and-utilities/testing-tools/mariadb-test/mariadb-test-run-pl-options.md) - [New Features for mysqltest in MariaDB](https://mariadb.com/docs/server/clients-and-utilities/testing-tools/mariadb-test/new-features-for-mysqltest-in-mariadb.md) - [Pausing mariadb-test-run.pl](https://mariadb.com/docs/server/clients-and-utilities/testing-tools/mariadb-test/pausing-mariadb-test-run-pl.md) - [The Debug Sync Facility](https://mariadb.com/docs/server/clients-and-utilities/testing-tools/mariadb-test/the-debug-sync-facility.md) - [MyISAM Clients and Utilities](https://mariadb.com/docs/server/clients-and-utilities/myisam-clients-and-utilities.md): Explore MyISAM clients and utilities for MariaDB Server. This section details specialized tools for managing and maintaining tables that utilize the MyISAM storage engine. - [Memory and Disk Use With myisamchk](https://mariadb.com/docs/server/clients-and-utilities/myisam-clients-and-utilities/memory-and-disk-use-with-myisamchk.md) - [MyISAM Database Management using GUI Client](https://mariadb.com/docs/server/clients-and-utilities/myisam-clients-and-utilities/myisam-database-management-using-gui-client.md) - [myisam\_ftdump](https://mariadb.com/docs/server/clients-and-utilities/myisam-clients-and-utilities/myisam_ftdump.md) - [myisamchk Table Information](https://mariadb.com/docs/server/clients-and-utilities/myisam-clients-and-utilities/myisamchk-table-information.md) - [myisamchk](https://mariadb.com/docs/server/clients-and-utilities/myisam-clients-and-utilities/myisamchk.md) - [myisamlog](https://mariadb.com/docs/server/clients-and-utilities/myisam-clients-and-utilities/myisamlog.md) - [myisampack](https://mariadb.com/docs/server/clients-and-utilities/myisam-clients-and-utilities/myisampack.md) - [Server & Client Software](https://mariadb.com/docs/server/clients-and-utilities/server-client-software.md): Explore server and client software for MariaDB. This section introduces various tools and applications for connecting to, managing, and interacting with your MariaDB Server instances effectively. - [About MariaDB Software](https://mariadb.com/docs/server/clients-and-utilities/server-client-software/about-mariadb-software.md) - [Applications Supporting MariaDB](https://mariadb.com/docs/server/clients-and-utilities/server-client-software/applications-supporting-mariadb.md) - [About the MariaDB Foundation](https://mariadb.com/docs/server/clients-and-utilities/server-client-software/mariadb-foundation.md) - [Client Libraries](https://mariadb.com/docs/server/clients-and-utilities/server-client-software/client-libraries.md): Explore server and client software for MariaDB. This section introduces various tools and applications for connecting to, managing, and interacting with your MariaDB Server instances effectively. - [Connect and Query](https://mariadb.com/docs/server/clients-and-utilities/server-client-software/client-libraries/connect-and-query.md) - [Proxy Protocol Support](https://mariadb.com/docs/server/clients-and-utilities/server-client-software/client-libraries/proxy-protocol-support.md) - [Client/Server Protocol](https://mariadb.com/docs/server/clients-and-utilities/server-client-software/client-libraries/clientserver-protocol.md) - [Downloads](https://mariadb.com/docs/server/clients-and-utilities/server-client-software/download.md) - [MariaDB Source Code](https://mariadb.com/docs/server/clients-and-utilities/server-client-software/download/getting-the-mariadb-source-code.md) - [MariaDB RPM Packages](https://mariadb.com/docs/server/clients-and-utilities/server-client-software/download/mariadb-rpm-packages.md) - [Mirror Sites for MariaDB](https://mariadb.com/docs/server/clients-and-utilities/server-client-software/download/mirror-sites-for-mariadb.md) - [Where to Download MariaDB](https://mariadb.com/docs/server/clients-and-utilities/server-client-software/download/where-to-download-mariadb.md) - [Legacy Clients and Utilities](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities.md): Explore legacy clients and utilities. This section provides information on older tools and their use cases, useful for understanding historical contexts or working with specific deployments. - [Analyzing Tools](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/analyzing-tools.md) - [EXPLAIN Analyzer](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/analyzing-tools/explain-analyzer.md) - [EXPLAIN Analyzer API](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/analyzing-tools/explain-analyzer-api.md) - [mysqld\_safe](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mariadbd_safe.md) - [MySQL Sandbox](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysql-sandbox.md) - [mysql\_convert\_table\_format](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysql_convert_table_format.md) - [mysql\_embedded](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysql_embedded.md) - [mysql\_find\_rows](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysql_find_rows.md) - [mysql\_fix\_extensions](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysql_fix_extensions.md) - [mysql\_install\_db](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysql_install_db.md) - [mysql\_plugin](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysql_plugin.md) - [mysql\_secure\_installation](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysql_secure_installation.md): Complete mysql\_secure\_installation guide: renamed to mariadb-secure-installation in 10.5, Linux symlink access, Windows alternate binary, security setup. - [mysql\_setpermission](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysql_setpermission.md) - [mysql\_tzinfo\_to\_sql](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysql_tzinfo_to_sql.md) - [mysql\_upgrade](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysql_upgrade.md) - [mysql\_waitpid](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysql_waitpid.md) - [mysql\_zap](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysql_zap.md) - [mysqlaccess](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysqlaccess.md) - [mysqladmin](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysqladmin.md) - [mysqlcheck](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysqlcheck.md) - [mysqld\_multi](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysqld_multi.md) - [mysqldump](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysqldump.md): Complete mysqldump guide for MariaDB. Complete reference documentation for implementation, configuration, and usage with comprehensive examples and best. - [mysqldumpslow](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysqldumpslow.md) - [mysqlhotcopy](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysqlhotcopy.md) - [mysqlimport](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysqlimport.md) - [mysqlreport](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysqlreport.md) - [mysqlshow](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysqlshow.md) - [mysqlslap](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/mysqlslap.md) - [Percona XtraBackup](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/backing-up-and-restoring-databases-percona-xtrabackup.md): Open source tool for performing hot backups of MariaDB, MySQL and Percona Server databases - [Percona XtraBackup Overview](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/backing-up-and-restoring-databases-percona-xtrabackup/percona-xtrabackup-overview.md) - [Percona XtraBackup Build Instructions](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/backing-up-and-restoring-databases-percona-xtrabackup/percona-xtrabackup-build-instructions.md) - [msql2mysql](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/msql2mysql.md) - [xtstat](https://mariadb.com/docs/server/clients-and-utilities/legacy-clients-and-utilities/xtstat.md) --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://mariadb.com/docs/server/clients-and-utilities.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.