



  

<!DOCTYPE html>
<html
  lang="en"
  
  data-color-mode="auto" data-light-theme="light" data-dark-theme="dark"
  data-a11y-animated-images="system" data-a11y-link-underlines="true"
  
  >




  <head>
    <meta charset="utf-8">
  <link rel="dns-prefetch" href="https://github.githubassets.com">
  <link rel="dns-prefetch" href="https://avatars.githubusercontent.com">
  <link rel="dns-prefetch" href="https://github-cloud.s3.amazonaws.com">
  <link rel="dns-prefetch" href="https://user-images.githubusercontent.com/">
  <link rel="preconnect" href="https://github.githubassets.com" crossorigin>
  <link rel="preconnect" href="https://avatars.githubusercontent.com">

<script type="importmap">{"imports":{"react":"https://github.githubassets.com/assets/react-e27d1b3e03961e68.js","react-dom":"https://github.githubassets.com/assets/react-dom-e5fd46a22d5c4058.js","react-dom/client":"https://github.githubassets.com/assets/react-dom-client-1b4a3ee065998cea.js","react-is":"https://github.githubassets.com/assets/react-is-e0b593954b4706d8.js","react-reconciler":"https://github.githubassets.com/assets/react-reconciler-8e99e505c4429605.js","react/compiler-runtime":"https://github.githubassets.com/assets/react-compiler-runtime-4610bd6d3de9c049.js","react/jsx-dev-runtime":"https://github.githubassets.com/assets/react-jsx-dev-runtime-ea55d68667d559e5.js","react/jsx-runtime":"https://github.githubassets.com/assets/react-jsx-runtime-4915cb0f5b3aff04.js","scheduler":"https://github.githubassets.com/assets/scheduler-58b860b049ca307c.js"}}</script>
<meta name="react-profiling" content="0" data-turbo-transient="true" />
<meta name="react-import-map" content="react,react-dom,react-dom/client,react-dom/profiling,react-is,react-reconciler,react/compiler-runtime,react/jsx-dev-runtime,react/jsx-runtime,scheduler@777f63f87cd0" data-turbo-track="reload" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/react-e27d1b3e03961e68.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/react-compiler-runtime-4610bd6d3de9c049.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/scheduler-58b860b049ca307c.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/react-dom-e5fd46a22d5c4058.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/react-dom-client-1b4a3ee065998cea.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/react-is-e0b593954b4706d8.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/react-jsx-runtime-4915cb0f5b3aff04.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/react-reconciler-8e99e505c4429605.js" />

  


  <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/light-99f877e9ddfc0e51.css" /><link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/light_high_contrast-48fdd0811afbab3c.css" /><link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/dark-79ad2ace604703b3.css" /><link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/dark_high_contrast-24484a076f02295f.css" /><link data-color-theme="light" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/light-99f877e9ddfc0e51.css" /><link data-color-theme="light_high_contrast" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/light_high_contrast-48fdd0811afbab3c.css" /><link data-color-theme="light_colorblind" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/light_colorblind-f4bf1142976e4bbf.css" /><link data-color-theme="light_colorblind_high_contrast" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/light_colorblind_high_contrast-f661b49995ba0bd8.css" /><link data-color-theme="light_tritanopia" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/light_tritanopia-0b38d22346321c92.css" /><link data-color-theme="light_tritanopia_high_contrast" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/light_tritanopia_high_contrast-f1c62c9e70259b9f.css" /><link data-color-theme="dark" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark-79ad2ace604703b3.css" /><link data-color-theme="dark_high_contrast" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark_high_contrast-24484a076f02295f.css" /><link data-color-theme="dark_colorblind" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark_colorblind-f50cacf0a86b9929.css" /><link data-color-theme="dark_colorblind_high_contrast" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark_colorblind_high_contrast-e61d4f4ca17852c2.css" /><link data-color-theme="dark_tritanopia" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark_tritanopia-39c10993d5603fac.css" /><link data-color-theme="dark_tritanopia_high_contrast" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark_tritanopia_high_contrast-73236c840c0c7d90.css" /><link data-color-theme="dark_dimmed" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark_dimmed-0de76f07cc035b10.css" /><link data-color-theme="dark_dimmed_high_contrast" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark_dimmed_high_contrast-fd1500c8744e40d6.css" />

  <style type="text/css">
    :root {
      --tab-size-preference: 4;
    }

    pre, code {
      tab-size: var(--tab-size-preference);
    }
  </style>

    <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-primitives-ed9ca172356fd545.css" />
    <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-1d2c7f7b52a6068b.css" />
    <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/global-54ba76e934a49d7c.css" />
    <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/github-456bd5deb85c7ecd.css" />
  <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/repository-11ee8a031c040c1a.css" />
<link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/code-2d56bdb0166c0238.css" />

  

  <script type="application/json" id="client-env">{"locale":"en","featureFlags":["actions_enable_background_steps","actions_new_hosted_runner_image_select_sizes_and_versions","activity_diff_file_tree","activity_repos_file_tree","activity_repos_overview_header","activity_repos_overview_sidebar","agent_author_search_expansion","agent_author_search_expansion_ui_pulls","alternate_user_config_repo","async_conversion_coverage_enabled","billing_billable_licenses_cost_center_bucket_fix","billing_budget_expiration","billing_cost_center_list_assigned_resources","billing_discount_threshold_notification","code_quality_enablement_banner_targeting","code_quality_remove_preview","code_view_raf_sticky_lines","codespaces_prebuild_region_target_update","coding_agent_third_party_model_ui","copilot_agent_snippy","copilot_api_agentic_issue_marshal_yaml","copilot_automation_repo_mcp_servers","copilot_automations_pagination","copilot_chat_auto_mode_v2","copilot_chat_clear_model_selection_for_default_change","copilot_chat_header_reorder","copilot_chat_max_upsell","copilot_chat_models_browser_cache","copilot_chat_vision_dotcom_chat_ga_gate","copilot_css_textarea_autosize","copilot_custom_copilots","copilot_custom_copilots_feature_preview","copilot_duplicate_thread","copilot_extensions_removal_on_marketplace","copilot_fix_failed_workflows_all_skus","copilot_hide_hovercard","copilot_immersive_embedded_header_button","copilot_immersive_file_preview_keep_mounted","copilot_immersive_task_hyperlinking","copilot_mc_cli_resume_any_users_task","copilot_mission_control_agent_merge_fix_ci","copilot_mission_control_agent_merge_resolve_conflicts","copilot_mission_control_early_stop","copilot_mission_control_environment_list_icons","copilot_mission_control_managed_sandbox_environments","copilot_mission_control_needs_attention","copilot_mission_control_reasoning_effort","copilot_mission_control_sandbox_client_side_clone","copilot_mission_control_sandbox_remote_bypass","copilot_mission_control_session_filters","copilot_mission_control_task_alive_updates","copilot_mission_control_task_sharing","copilot_org_policy_page_focus_mode","copilot_share_active_subthread","copilot_spaces_ga","copilot_spaces_individual_policies_ga","copilot_spark_handle_nil_friendly_name","copilot_swe_agent_authorization_status_ui","copilot_swe_agent_automation_resource_scoped_writes","copilot_swe_agent_hide_model_picker_if_only_auto","copilot_swe_agent_issue_comment_trigger","copilot_swe_agent_pr_comment_model_picker","copilot_swe_agent_pull_request_comment_trigger","copilot_swe_agent_pull_request_merged_trigger","copilot_swe_agent_pull_request_opened_trigger","copilot_swe_agent_pull_request_synchronize_trigger","copilot_swe_agent_use_subagents","copilot_task_api_github_rest_style","copilot_task_scoped_alive_channel","copilot_token_based_billing","copilot_unconfigured_is_inherited","copilot_user_can_upgrade_plan_field","copilot_workbench_sunset","copilot_workbench_sunset_redirect","copilot_workbench_ubb","dashboard_indexeddb_caching","dashboard_lists_max_age_filter","dashboard_universe_2025_feedback_dialog","glc_code_quality_repo_settings_workflow_config","hide_github_models_ui","hyperspace_2025_logged_out_batch_1","hyperspace_2025_logged_out_batch_2","hyperspace_2025_logged_out_batch_3","in_product_messaging_datadog_monitoring","ipm_global_transactional_message_copilot","ipm_global_transactional_message_issues","ipm_global_transactional_message_prs","ipm_global_transactional_message_repos","ipm_global_transactional_message_spaces","ipm_ubb_individual_budget_banner","issue_fields_multi_select","issue_inline_avatars","issue_pinned_views","issue_pinned_views_optimistic_updates","issue_relative_time_micro","issues_dashboard_sso_structured_errors","issues_expanded_file_types","issues_hide_closed_sub_issues","issues_lazy_load_comment_box_suggestions","issues_optimistic_linked_branch_create","issues_react_chrome_container_query_fix","labels_archiving","labels_archiving_info","landing_pages_ninetailed","lifecycle_label_name_updates","marketing_cookie_consent_banner","marketing_pages_search_explore_provider","memex_client_env_github_domain","memex_default_issue_create_repository","memex_lazy_hydrate_agent_tasks","memex_live_update_hovercard","memex_mwl_filter_field_delimiter","memex_remove_deprecated_type_issue","merge_queue_restricted_pushers_warning","merge_status_checks_refetch_dedupe","merge_status_header_feedback","oauth_authorize_clickjacking_protection","octocaptcha_origin_optimization","primer_react_css_anchor_positioning","primer_react_merged_forwarded_refs","prs_copilot_app_open_action","prs_css_anchor_positioning","pull_request_commit_checks_dialog","pull_request_copilot_attribution_header","pull_request_overview_panel_edit_description","pull_request_persister","pull_request_stacks_feedback_dialog","pull_request_virtualization_image_estimate","pull_request_virtualization_scroll_compensation","pull_request_virtualization_scroll_intent","quick_search_lazy_suggestions","react_blob_isolate_code_lines","react_blob_ssr_content_visibility","react_data_router_tanstack_allowed","react_query_props_with_key","react_sandbox_future_tanstack","repo_app_turbo","repo_issues_sidebar_layout","repo_pulls_dashboard_persistence","repo_pulls_dashboard_sidebar_links","repos_contributors_limited_default_range","review_involves_filter","rule_ignored_file_paths","rulesets_actor_list_editor","sample_network_conn_type","security_center_artifact_filters_popover","see_who_reacted","semantic_similarity_duplicate_issue_detection","session_logs_ungroup_reasoning_text","set_sha256_on_repo_creation_form","site_banner_desktop_copilot_app","site_ghca_pixel_mona","site_github_app_ga_page","site_github_app_ga_page_highlight","site_github_app_mobile_native_share","site_global_banner_dev_days_attendee","site_global_banner_learn_copilot_sdk","site_global_nav_spark_models_removed","spark_prompt_secret_scanning","spark_server_connection_status","suggest_custom_property_values_copilot","suppress_automated_browser_vitals","swp_forms_disable_octocaptcha","thread_resolution_reason","ui_service_compute_proxy_control","ui_service_referrer_metrics","ui_service_staleness_detection","update_issue_suggestions","user_code_paste_ux","viewscreen_sandbox","warn_inaccessible_attachments","webp_support","workbench_store_readonly","workstream_plugin_bootstrap"],"githubDomain":"https://github.com","copilotApiOverrideUrl":"https://api.githubcopilot.com","cmcApiUrl":"https://api.github.com/cmc_internal/api"}</script>
<script crossorigin="anonymous" type="module" src="https://github.githubassets.com/assets/high-contrast-cookie-e3d808ee18eb9784.js"></script>
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/wp-runtime-89a2d3d9acbbacfc.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/app-foundation-74e9766bd696d26a.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/app-runtime-ecf766ea8a2c7fd6.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/fetch-utilities-8e3d9c5d57d50312.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/ser-cd1b421ad0ad7ed5.js" />
<script crossorigin="anonymous" type="module" src="https://github.githubassets.com/assets/environment-a56a70a0e37d3cd9.js" defer="defer"></script>
<link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/app-runtime.b6099d51b9e67b57.module.css" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/catalyst-86a8f5de995615f8.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/selector-observer-e88088f989b27670.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/relative-time-element-7cdf4e0db98b997c.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/by-6b3c07383371bf58.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/ja9-36f036c13c2e3a4c.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/kw-866fd9513ae95106.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/r1-b075aab3204f32f9.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/jz5-7c5d1669717041f8.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/hj-5126390ff433704d.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/j05-dce4d588268f0f7e.js" />
<script crossorigin="anonymous" type="module" src="https://github.githubassets.com/assets/github-elements-5257caf8b5e4661d.js" defer="defer"></script>
<script crossorigin="anonymous" type="module" src="https://github.githubassets.com/assets/element-registry-2ccf60baf44e4355.js" defer="defer"></script>
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/runtime-helpers-f3f5d71440009c48.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/aria-live-76b18916d0c8ec4d.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/hotkey-5109c77d7ac61078.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/react-core-fbb00aaa3ab9abdf.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/04n-51c49ba758739f13.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/ur-024971cb63acad59.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/4t-364e19c63d726e9a.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/6ny-c969fbae697a356f.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/yhq-3a209035a30b1a09.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/z1v-da5b33b877bfa358.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/wo-09f85d22a6c8931b.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/9y-81cfe57dc9040f3e.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/j0-41a4cf04cbd99503.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/0p-81491ed0d9d666e2.js" />
<script crossorigin="anonymous" type="module" src="https://github.githubassets.com/assets/behaviors-1755073bea650472.js" defer="defer"></script>
<link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/react-core.5858534b1c27f133.module.css" />
<script crossorigin="anonymous" type="module" src="https://github.githubassets.com/assets/code-menu-322800398a654253.js" defer="defer"></script>
  
  <link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/primer-react-12ebdc24dcff1ecc.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/ncx-9a860680a5f230b9.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/j6-363f0ebf4f62f310.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/t7l-bf6f21d7e7a43c35.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/fe-7576d9b281e2106a.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/wsr-5fd3071e5a9061ab.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/0n-ecadb2ffe6b01ba2.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/xv-51cb34754bda73a9.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/n4u-6317ce1c31aed1db.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/j8s-d90ce3a169b741ed.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/la-de176c4ee471f2b3.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/eag-d9eea130fa716df9.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/y2-87df441f1bc5a264.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/kcz-607e36c8a3751cf0.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/x4-65dba777efd828f3.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/gzu-1a09248f686325f6.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/bi0-e2f78de823e39ca9.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/on-95be29ba1ef725d9.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/b1-1dbc371cef78c3c1.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/0l5-c4edb8ab48c5846d.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/c2z-c92998400310b94b.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/f9-038758dcbfe08dab.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/0k-b7df0a74912a42bf.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/sp-915c6643cc0d7d44.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/og-93ae8b358505d372.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/b9-69d9b60a1b1fcd59.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/ec-8ea7978d3fcd114e.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/du-a401e69a37d95bcc.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/ql0-1c18210f6b9e2263.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/20-0a2e46387735f1f4.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/dsj-cb1e4ddbce4f007b.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/wp-9f5235d335ab624b.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/ko6-9e80f7ac359e3c43.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/uw-8c275f7ac25b7cf6.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/bsb-4f4ac8c20da73fac.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/w5-13e3a7548bb20af9.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/fm-c00a7677663ba326.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/z-45022d3da7b8817e.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/h0-010921512138e12f.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/5p-ae5db0820116fb43.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/8vq-b2af216e992e11ef.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/g5-88f2a4514daa19ca.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/xc-f5d51b571cd317cb.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/arw-51e8918a1b75a80f.js" />
<script crossorigin="anonymous" type="module" src="https://github.githubassets.com/assets/code-view-98494470d6f5ad9e.js" defer="defer"></script>
<link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-react-css.9d59d1018a52a53c.module.css" />
<link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/ql0.de7a55ca73db5693.module.css" />
<link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/z.812a998e1961b84d.module.css" />
<link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/xc.13e027137438fd9f.module.css" />
<link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/code-view.d94223c1464c7ec0.module.css" />

  <link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/hu-1fc0b2a167afc025.js" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/fb-ef2c91536abed646.js" />
<script crossorigin="anonymous" type="module" src="https://github.githubassets.com/assets/notifications-subscriptions-menu-b63997e1d55ff582.js" defer="defer"></script>
<link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-react-css.9d59d1018a52a53c.module.css" />
<link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/notifications-subscriptions-menu.d166fa2536e16312.module.css" />


  <title>deepsql/docs/SERVICES.md at main · DeepSQLAI/deepsql · GitHub</title>



  <meta name="route-pattern" content="/:user_id/:repository/blob/*name(/*path)" data-turbo-transient>
  <meta name="route-controller" content="blob" data-turbo-transient>
  <meta name="route-action" content="show" data-turbo-transient>
  <meta name="fetch-nonce" content="v2:726f6016-93a7-5419-7e03-d2e998ce4277">

    
  <meta name="current-catalog-service-hash" content="f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb">


  <meta name="request-id" content="A542:165F5D:1182B8D5:104789E1:6AAC889B" data-pjax-transient="true"/><meta name="html-safe-nonce" content="177302c9828b78731baa0ef2849832a869f62cc488de7b137943840b99133182" data-pjax-transient="true"/><meta name="visitor-payload" content="eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBNTQyOjE2NUY1RDoxMTgyQjhENToxMDQ3ODlFMTo2QUFDODg5QiIsInZpc2l0b3JfaWQiOiI2ODkwNTUwODgzODUwNjg0NTcxIiwicmVnaW9uX2VkZ2UiOiJmcmEiLCJyZWdpb25fcmVuZGVyIjoiZnJhIn0=" data-pjax-transient="true"/><meta name="visitor-hmac" content="53d5b7a2b09718c4861aaef0f2e04d0010b41a860cd41c59bd64466799c5e507" data-pjax-transient="true"/>


    <meta name="hovercard-subject-tag" content="repository:1320308769" data-turbo-transient>


  <meta name="github-keyboard-shortcuts" content="repository,source-code,file-tree,copilot" data-turbo-transient="true" />
  

  <meta name="selected-link" value="repo_source" data-turbo-transient>
  <link rel="assets" href="https://github.githubassets.com/">

    <meta name="google-site-verification" content="Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I">

<meta name="octolytics-url" content="https://collector.github.com/github/collect" />





  <meta name="analytics-location" content="/&lt;user-name&gt;/&lt;repo-name&gt;/blob/show" data-turbo-transient="true" />

  




    <meta name="user-login" content="">

  

    <meta name="viewport" content="width=device-width">

    

      <meta name="description" content="The database agent for Postgres and MySQL - Point it at PostgreSQL or MySQL and ask questions in plain English — schema exploration, query generation, slow query analysis, index recommendations, generated dashboards. Self-hosted and air-gapped. - deepsql/docs/SERVICES.md at main · DeepSQLAI/deepsql">

      <link rel="search" type="application/opensearchdescription+xml" href="/opensearch.xml" title="GitHub">

    <link rel="fluid-icon" href="https://github.com/fluidicon.png" title="GitHub">
    <meta property="fb:app_id" content="1401488693436528">
    <meta name="apple-itunes-app" content="app-id=1477376905, app-argument=https://github.com/DeepSQLAI/deepsql/blob/main/docs/SERVICES.md" />

      <meta name="twitter:image" content="https://opengraph.githubassets.com/04f29ac2a0c8540b374cfe6a332daf84b2121df7d8a5ca14d91d66e3d6eafeb6/DeepSQLAI/deepsql" /><meta name="twitter:site" content="@github" /><meta name="twitter:card" content="summary_large_image" /><meta name="twitter:title" content="deepsql/docs/SERVICES.md at main · DeepSQLAI/deepsql" /><meta name="twitter:description" content="The database agent for Postgres and MySQL - Point it at PostgreSQL or MySQL and ask questions in plain English — schema exploration, query generation, slow query analysis, index recommendations, ge..." />
  <meta property="og:image" content="https://opengraph.githubassets.com/04f29ac2a0c8540b374cfe6a332daf84b2121df7d8a5ca14d91d66e3d6eafeb6/DeepSQLAI/deepsql" /><meta property="og:image:alt" content="The database agent for Postgres and MySQL - Point it at PostgreSQL or MySQL and ask questions in plain English — schema exploration, query generation, slow query analysis, index recommendations, ge..." /><meta property="og:image:width" content="1200" /><meta property="og:image:height" content="600" /><meta property="og:site_name" content="GitHub" /><meta property="og:type" content="object" /><meta property="og:title" content="deepsql/docs/SERVICES.md at main · DeepSQLAI/deepsql" /><meta property="og:url" content="https://github.com/DeepSQLAI/deepsql/blob/main/docs/SERVICES.md" /><meta property="og:description" content="The database agent for Postgres and MySQL - Point it at PostgreSQL or MySQL and ask questions in plain English — schema exploration, query generation, slow query analysis, index recommendations, ge..." />
  




      <meta name="hostname" content="github.com">



        <meta name="expected-hostname" content="github.com">


  <meta http-equiv="x-pjax-version" content="06a4674ee24562ea5052496fc3e70138222f300d538c8ed11ed662e06d8cc35f" data-turbo-track="reload">
  <meta http-equiv="x-pjax-csp-version" content="0c5c6e5334a905d8f9521e09eadcffba484d422e0d262e07ff922e6bc18b2ac6" data-turbo-track="reload">
  <meta http-equiv="x-pjax-css-version" content="ec4c7b86d7b57240253150b827ea48b04e08d8760dc6553d2a04f62000f3fe0c" data-turbo-track="reload">
  <meta http-equiv="x-pjax-js-version" content="5d46ab775ab45f2469c16543c4576d165d4daf688f9e0d2dad80844c9140daea" data-turbo-track="reload">

  <meta name="turbo-cache-control" content="no-preview" data-turbo-transient="">

      <meta name="turbo-cache-control" content="no-cache" data-turbo-transient>

    <meta data-hydrostats="publish">

  <meta name="go-import" content="github.com/DeepSQLAI/deepsql git https://github.com/DeepSQLAI/deepsql.git">

  <meta name="octolytics-dimension-user_id" content="252245891" /><meta name="octolytics-dimension-user_login" content="DeepSQLAI" /><meta name="octolytics-dimension-repository_id" content="1320308769" /><meta name="octolytics-dimension-repository_nwo" content="DeepSQLAI/deepsql" /><meta name="octolytics-dimension-repository_public" content="true" /><meta name="octolytics-dimension-repository_is_fork" content="false" /><meta name="octolytics-dimension-repository_network_root_id" content="1320308769" /><meta name="octolytics-dimension-repository_network_root_nwo" content="DeepSQLAI/deepsql" />
  



    

    <meta name="turbo-body-classes" content="logged-out env-production page-responsive">
  <meta name="disable-turbo" content="false">


  <meta name="browser-stats-url" content="https://api.github.com/_private/browser/stats">


  <meta name="browser-errors-url" content="https://api.github.com/_private/browser/errors">

  <meta name="release" content="3cd165380c357735b85d5d59b7534de750eabde3" data-turbo-track="reload">
  <meta name="ui-target" content="full">

  <link rel="mask-icon" href="https://github.githubassets.com/assets/pinned-octocat-093da3e6fa40.svg" color="#000000">
  <link rel="alternate icon" class="js-site-favicon" type="image/png" href="https://github.githubassets.com/favicons/favicon.png">
  <link rel="icon" class="js-site-favicon" type="image/svg+xml" href="https://github.githubassets.com/favicons/favicon.svg" data-base-href="https://github.githubassets.com/favicons/favicon">

<meta name="theme-color" content="#1e2327">
<meta name="color-scheme" content="light dark" />


  <link rel="manifest" href="/manifest.json" crossOrigin="use-credentials">

  </head>

  <body class="logged-out env-production page-responsive" style="word-wrap: break-word;" >
    <div data-turbo-body class="logged-out env-production page-responsive" style="word-wrap: break-word;" >
      <div id="__primerPortalRoot__" style="z-index: 1000; position: absolute; width: 100%;" data-turbo-permanent></div>
      

    <div class="position-relative header-wrapper js-header-wrapper ">
      <a href="#start-of-content" data-skip-target-assigned="false" class="px-2 tmp-py-4 color-bg-accent-emphasis color-fg-on-emphasis show-on-focus js-skip-to-content">Skip to content</a>

      <span data-view-component="true" class="progress-pjax-loader Progress position-fixed width-full">
    <span style="width: 0%;" data-view-component="true" class="Progress-item progress-pjax-loader-bar left-0 top-0 color-bg-accent-emphasis"></span>
</span>      
      <link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/l7j-2ddd8b435dadae28.js" fetchpriority="low" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/keyboard-shortcuts-dialog-37a0a10de76f6bbc.js" fetchpriority="low" />
<link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-react-css.9d59d1018a52a53c.module.css" />
<link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/keyboard-shortcuts-dialog.7461822a900837b9.module.css" />

<react-partial
  partial-name="keyboard-shortcuts-dialog"
  data-ssr="false"
  data-attempted-ssr="false"
  data-react-profiling="false"
>
  
  <script type="application/json" data-target="react-partial.embeddedData">{"props":{"docsUrl":"https://docs.github.com/get-started/accessibility/keyboard-shortcuts"}}</script>
  <div data-target="react-partial.reactRoot"></div>
</react-partial>





      

          
          

                <link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/2l-8671acba87bc0dcb.js" fetchpriority="low" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/i26-f2ae65b837c90ae7.js" fetchpriority="low" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/fz5-23f28c0f388769c9.js" fetchpriority="low" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/lht-26506ea833dda5be.js" fetchpriority="low" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/p1-76a75a6081059b19.js" fetchpriority="low" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/3d-82c347d20a13fb90.js" fetchpriority="low" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/tua-c4ca62c5e0e0318e.js" fetchpriority="low" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/4s-c22d880230690e1f.js" fetchpriority="low" />
<link crossorigin="anonymous" rel="modulepreload" href="https://github.githubassets.com/assets/marketing-header-775584f684178974.js" fetchpriority="low" />
<link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-react-css.9d59d1018a52a53c.module.css" />
<link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-react-brand-css.6a01c236ff527e7e.module.css" />
<link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/4s.e3d02f110161be52.module.css" />

<react-partial
  partial-name="marketing-header"
  data-ssr="true"
  data-attempted-ssr="true"
  data-react-profiling="false"
>
  
  <script type="application/json" data-target="react-partial.embeddedData">{"props":{"color_mode":"dark","logged_in":false,"marketing_page":false,"home_path":"/","login_path":"/login?return_to=https%3A%2F%2Fgithub.com%2FDeepSQLAI%2Fdeepsql%2Fblob%2Fmain%2Fdocs%2FSERVICES.md","signup_path":"/signup?ref_cta=Sign+up\u0026ref_loc=header+logged+out\u0026ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E%2Fblob%2Fshow\u0026source=header-repo\u0026source_repo=DeepSQLAI%2Fdeepsql","signup_enabled":true,"is_signup_controller":false,"show_search_and_nav":true,"hide_search":false,"private_mode_enabled":false,"should_use_dotcom_links":true,"auth_hydro_click":"{\"event_type\":\"authentication.click\",\"payload\":{\"location_in_page\":\"site header menu\",\"repository_id\":null,\"auth_type\":\"SIGN_UP\",\"originating_url\":\"https://github.com/DeepSQLAI/deepsql/blob/main/docs/SERVICES.md\",\"user_id\":null}}","auth_hydro_click_hmac":"3adb277c1813510d1e541e1f00c46d21a4bdf56c9c9f0a0f6ff71db3eee1fcd8","overlay":false,"fixed":false}}</script>
  <div data-target="react-partial.reactRoot"><div data-color-mode="dark" data-light-theme="light" data-dark-theme="dark"><header class="MarketingHeader-module__root__Tk7n3 HeaderMktg header-logged-out" role="banner" data-marketing-header="true" data-color-mode="dark" data-light-theme="light" data-dark-theme="dark" data-is-top="true"><h2 class="MarketingHeader-module__visuallyHidden__sqKsl">Navigation Menu</h2><button type="button" class="MarketingHeader-module__backdrop__sw4RU" aria-label="Close navigation menu"></button><div class="MarketingHeader-module__bar__mBSyE"><div class="MarketingHeader-module__topRow__yeury"><div class="MarketingHeader-module__toggleSlot__hDxbh"><button type="button" class="HeaderMenuToggle-module__toggle__i8EiC" aria-label="Toggle navigation" aria-expanded="false"><span class="HeaderMenuToggle-module__toggleBar__jVN0H"></span><span class="HeaderMenuToggle-module__toggleBar__jVN0H"></span><span class="HeaderMenuToggle-module__toggleBar__jVN0H"></span></button></div><a href="/" aria-label="Homepage" class="HeaderLogo-module__logo__UFyHI" data-analytics-event="{&quot;action&quot;:&quot;homepage&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;logo&quot;,&quot;location&quot;:&quot;header&quot;,&quot;label&quot;:&quot;homepage_link_logo_header&quot;}"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-mark-github" viewBox="0 0 24 24" width="32" height="32" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M10.226 17.284c-2.965-.36-5.054-2.493-5.054-5.256 0-1.123.404-2.336 1.078-3.144-.292-.741-.247-2.314.09-2.965.898-.112 2.111.36 2.83 1.01.853-.269 1.752-.404 2.853-.404 1.1 0 1.999.135 2.807.382.696-.629 1.932-1.1 2.83-.988.315.606.36 2.179.067 2.942.72.854 1.101 2 1.101 3.167 0 2.763-2.089 4.852-5.098 5.234.763.494 1.28 1.572 1.28 2.807v2.336c0 .674.561 1.056 1.235.786 4.066-1.55 7.255-5.615 7.255-10.646C23.5 6.188 18.334 1 11.978 1 5.62 1 .5 6.188.5 12.545c0 4.986 3.167 9.12 7.435 10.669.606.225 1.19-.18 1.19-.786V20.63a2.9 2.9 0 0 1-1.078.224c-1.483 0-2.359-.808-2.987-2.313-.247-.607-.517-.966-1.034-1.033-.27-.023-.359-.135-.359-.27 0-.27.45-.471.898-.471.652 0 1.213.404 1.797 1.235.45.651.921.943 1.483.943.561 0 .92-.202 1.437-.719.382-.381.674-.718.944-.943"></path></svg></a><div class="AuthCTAs-module__mobileActions__NNzeV"><a class="Primer_Brand__Button-module__Button___scH9Z Primer_Brand__Button-module__Button--subtle___F7pEE Primer_Brand__Button-module__Button--size-small___zQrEw AuthCTAs-module__cta__WpwQq" href="/login?return_to=https%3A%2F%2Fgithub.com%2FDeepSQLAI%2Fdeepsql%2Fblob%2Fmain%2Fdocs%2FSERVICES.md" data-analytics-event="{&quot;action&quot;:&quot;sign_in&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;auth_cta&quot;,&quot;location&quot;:&quot;header&quot;,&quot;label&quot;:&quot;sign_in_link_auth_cta_header&quot;}" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;site header menu&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;SIGN_UP&quot;,&quot;originating_url&quot;:&quot;https://github.com/DeepSQLAI/deepsql/blob/main/docs/SERVICES.md&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3adb277c1813510d1e541e1f00c46d21a4bdf56c9c9f0a0f6ff71db3eee1fcd8"><span class="Primer_Brand__Button-module__Button__text___ED0bX"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ Primer_Brand__Button-module__Button--label___qrkyz Primer_Brand__Button-module__Button--label-subtle___8ndWH">Sign in</span></span></a><button class="Primer_Brand__Button-module__Button___scH9Z Primer_Brand__Button-module__Button--subtle___F7pEE Primer_Brand__Button-module__Button--size-small___zQrEw HeaderAppearanceSettings-module__trigger__hUheK" type="button" aria-haspopup="dialog" aria-labelledby="_R_3dd_"><span class="Primer_Brand__Button-module__Button__leading-visual___jjtTe" data-testid="Button-leading-visual"><svg data-component="Octicon" focusable="false" aria-hidden="true" class="octicon octicon-sliders Primer_Brand__Button-module__Button__icon-visual____qybb" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M15 2.75a.75.75 0 0 1-.75.75h-4a.75.75 0 0 1 0-1.5h4a.75.75 0 0 1 .75.75Zm-8.5.75v1.25a.75.75 0 0 0 1.5 0v-4a.75.75 0 0 0-1.5 0V2H1.75a.75.75 0 0 0 0 1.5H6.5Zm1.25 5.25a.75.75 0 0 0 0-1.5h-6a.75.75 0 0 0 0 1.5h6ZM15 8a.75.75 0 0 1-.75.75H11.5V10a.75.75 0 1 1-1.5 0V6a.75.75 0 0 1 1.5 0v1.25h2.75A.75.75 0 0 1 15 8Zm-9 5.25v-2a.75.75 0 0 0-1.5 0v1.25H1.75a.75.75 0 0 0 0 1.5H4.5v1.25a.75.75 0 0 0 1.5 0v-2Zm9 0a.75.75 0 0 1-.75.75h-6a.75.75 0 0 1 0-1.5h6a.75.75 0 0 1 .75.75Z"></path></svg></span><span class="Primer_Brand__Button-module__Button__text___ED0bX"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ Primer_Brand__Button-module__Button--label___qrkyz Primer_Brand__Button-module__Button--label-subtle___8ndWH"></span></span></button><div class="Primer_Brand__Tooltip-module__Tooltip___0Eipx" data-direction="s" aria-hidden="true" id="_R_3dd_">Appearance settings</div></div></div><div class="MarketingHeader-module__menu__GIy3y"><div class="MarketingHeader-module__menuWrapper__owstH"><nav class="MarketingNavigation-module__nav__W0KYY" aria-label="Global"><ul class="MarketingNavigation-module__list__tFbMb"><li><div class="NavDropdown-module__container__l2YeI"><button type="button" class="NavDropdown-module__button__PEHWX" aria-expanded="false" aria-controls="_R_nd_">Platform<svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-triangle-right NavDropdown-module__buttonIcon__Tkl8_" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m6.427 4.427 3.396 3.396a.25.25 0 0 1 0 .354l-3.396 3.396A.25.25 0 0 1 6 11.396V4.604a.25.25 0 0 1 .427-.177Z"></path></svg></button><div id="_R_nd_" class="NavDropdown-module__dropdown__xm1jd"><ul class="NavDropdown-module__list__zuCgG"><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_5knd_">AI CODE CREATION</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_5knd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/copilot" data-analytics-event="{&quot;action&quot;:&quot;github_copilot&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;github_copilot_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-copilot NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M7.998 15.035c-4.562 0-7.873-2.914-7.998-3.749V9.338c.085-.628.677-1.686 1.588-2.065.013-.07.024-.143.036-.218.029-.183.06-.384.126-.612-.201-.508-.254-1.084-.254-1.656 0-.87.128-1.769.693-2.484.579-.733 1.494-1.124 2.724-1.261 1.206-.134 2.262.034 2.944.765.05.053.096.108.139.165.044-.057.094-.112.143-.165.682-.731 1.738-.899 2.944-.765 1.23.137 2.145.528 2.724 1.261.566.715.693 1.614.693 2.484 0 .572-.053 1.148-.254 1.656.066.228.098.429.126.612.012.076.024.148.037.218.924.385 1.522 1.471 1.591 2.095v1.872c0 .766-3.351 3.795-8.002 3.795Zm0-1.485c2.28 0 4.584-1.11 5.002-1.433V7.862l-.023-.116c-.49.21-1.075.291-1.727.291-1.146 0-2.059-.327-2.71-.991A3.222 3.222 0 0 1 8 6.303a3.24 3.24 0 0 1-.544.743c-.65.664-1.563.991-2.71.991-.652 0-1.236-.081-1.727-.291l-.023.116v4.255c.419.323 2.722 1.433 5.002 1.433ZM6.762 2.83c-.193-.206-.637-.413-1.682-.297-1.019.113-1.479.404-1.713.7-.247.312-.369.789-.369 1.554 0 .793.129 1.171.308 1.371.162.181.519.379 1.442.379.853 0 1.339-.235 1.638-.54.315-.322.527-.827.617-1.553.117-.935-.037-1.395-.241-1.614Zm4.155-.297c-1.044-.116-1.488.091-1.681.297-.204.219-.359.679-.242 1.614.091.726.303 1.231.618 1.553.299.305.784.54 1.638.54.922 0 1.28-.198 1.442-.379.179-.2.308-.578.308-1.371 0-.765-.123-1.242-.37-1.554-.233-.296-.693-.587-1.713-.7Z"></path><path d="M6.25 9.037a.75.75 0 0 1 .75.75v1.501a.75.75 0 0 1-1.5 0V9.787a.75.75 0 0 1 .75-.75Zm4.25.75v1.501a.75.75 0 0 1-1.5 0V9.787a.75.75 0 0 1 1.5 0Z"></path></svg>GitHub Copilot</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Write better code with AI</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/ai/github-app" data-analytics-event="{&quot;action&quot;:&quot;github_copilot_app&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;github_copilot_app_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-mark-github NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M6.766 11.328c-2.063-.25-3.516-1.734-3.516-3.656 0-.781.281-1.625.75-2.188-.203-.515-.172-1.609.063-2.062.625-.078 1.468.25 1.968.703.594-.187 1.219-.281 1.985-.281.765 0 1.39.094 1.953.265.484-.437 1.344-.765 1.969-.687.218.422.25 1.515.046 2.047.5.593.766 1.39.766 2.203 0 1.922-1.453 3.375-3.547 3.64.531.344.89 1.094.89 1.954v1.625c0 .468.391.734.86.547C13.781 14.359 16 11.53 16 8.03 16 3.61 12.406 0 7.984 0 3.563 0 0 3.61 0 8.031a7.88 7.88 0 0 0 5.172 7.422c.422.156.828-.125.828-.547v-1.25c-.219.094-.5.156-.75.156-1.031 0-1.64-.562-2.078-1.609-.172-.422-.36-.672-.719-.719-.187-.015-.25-.093-.25-.187 0-.188.313-.328.625-.328.453 0 .844.281 1.25.86.313.452.64.655 1.031.655s.641-.14 1-.5c.266-.265.47-.5.657-.656"></path></svg>GitHub Copilot app</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Direct agents from issue to merge</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/mcp" data-analytics-event="{&quot;action&quot;:&quot;mcp_registry&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;mcp_registry_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-mcp NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M5.52 1.12a3.578 3.578 0 0 1 6.078 2.98 3.578 3.578 0 0 1 2.982 6.08l-3.292 3.293a.252.252 0 0 0 0 .354l.843.843a.749.749 0 1 1-1.06 1.06l-.844-.843a1.75 1.75 0 0 1 0-2.474L13.52 9.12a2.08 2.08 0 0 0 0-2.94 2.08 2.08 0 0 0-2.94 0L7.731 9.03A.75.75 0 0 1 6.67 7.97l2.85-2.85a2.08 2.08 0 0 0 0-2.94 2.08 2.08 0 0 0-2.94 0l-4.799 4.8A.75.75 0 0 1 .72 5.92Z"></path><path d="M7.52 3.12a.749.749 0 1 1 1.06 1.06L5.731 7.03A2.079 2.079 0 0 0 8.67 9.97l2.85-2.85a.749.749 0 1 1 1.06 1.06l-2.849 2.85A3.578 3.578 0 0 1 4.67 5.97Z"></path></svg>MCP Registry</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Integrate external tools</span></span></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_9knd_">DEVELOPER WORKFLOWS</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_9knd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/actions" data-analytics-event="{&quot;action&quot;:&quot;actions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;actions_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-workflow NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M0 1.75C0 .784.784 0 1.75 0h3.5C6.216 0 7 .784 7 1.75v3.5A1.75 1.75 0 0 1 5.25 7H4v4a1 1 0 0 0 1 1h4v-1.25C9 9.784 9.784 9 10.75 9h3.5c.966 0 1.75.784 1.75 1.75v3.5A1.75 1.75 0 0 1 14.25 16h-3.5A1.75 1.75 0 0 1 9 14.25v-.75H5A2.5 2.5 0 0 1 2.5 11V7h-.75A1.75 1.75 0 0 1 0 5.25Zm1.75-.25a.25.25 0 0 0-.25.25v3.5c0 .138.112.25.25.25h3.5a.25.25 0 0 0 .25-.25v-3.5a.25.25 0 0 0-.25-.25Zm9 9a.25.25 0 0 0-.25.25v3.5c0 .138.112.25.25.25h3.5a.25.25 0 0 0 .25-.25v-3.5a.25.25 0 0 0-.25-.25Z"></path></svg>Actions</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Automate any workflow</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/codespaces" data-analytics-event="{&quot;action&quot;:&quot;codespaces&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;codespaces_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-codespaces NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M0 11.25c0-.966.784-1.75 1.75-1.75h12.5c.966 0 1.75.784 1.75 1.75v3A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25Zm2-9.5C2 .784 2.784 0 3.75 0h8.5C13.216 0 14 .784 14 1.75v5a1.75 1.75 0 0 1-1.75 1.75h-8.5A1.75 1.75 0 0 1 2 6.75Zm1.75-.25a.25.25 0 0 0-.25.25v5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-5a.25.25 0 0 0-.25-.25Zm-2 9.5a.25.25 0 0 0-.25.25v3c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-3a.25.25 0 0 0-.25-.25Z"></path><path d="M7 12.75a.75.75 0 0 1 .75-.75h4.5a.75.75 0 0 1 0 1.5h-4.5a.75.75 0 0 1-.75-.75Zm-4 0a.75.75 0 0 1 .75-.75h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1-.75-.75Z"></path></svg>Codespaces</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Instant dev environments</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/issues" data-analytics-event="{&quot;action&quot;:&quot;issues&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;issues_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-issue-opened NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path></svg>Issues</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Plan and track work</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/code-review" data-analytics-event="{&quot;action&quot;:&quot;code_review&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;code_review_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-code NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path></svg>Code Review</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Manage code changes</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/code-quality" data-analytics-event="{&quot;action&quot;:&quot;code_quality&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;code_quality_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-codescan-checkmark NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M10.28 6.28a.75.75 0 1 0-1.06-1.06L6.25 8.19l-.97-.97a.75.75 0 0 0-1.06 1.06l1.5 1.5a.75.75 0 0 0 1.06 0l3.5-3.5Z"></path><path d="M7.5 15a7.5 7.5 0 1 1 5.807-2.754l2.473 2.474a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215l-2.474-2.473A7.472 7.472 0 0 1 7.5 15Zm0-13.5a6 6 0 1 0 4.094 10.386.748.748 0 0 1 .293-.292 6.002 6.002 0 0 0 1.117-6.486A6.002 6.002 0 0 0 7.5 1.5Z"></path></svg>Code Quality</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Enforce quality at merge</span></span></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_dknd_">APPLICATION SECURITY</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_dknd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/security/advanced-security" data-analytics-event="{&quot;action&quot;:&quot;github_advanced_security&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;github_advanced_security_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-shield-check NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m8.533.133 5.25 1.68A1.75 1.75 0 0 1 15 3.48V7c0 1.566-.32 3.182-1.303 4.682-.983 1.498-2.585 2.813-5.032 3.855a1.697 1.697 0 0 1-1.33 0c-2.447-1.042-4.049-2.357-5.032-3.855C1.32 10.182 1 8.566 1 7V3.48a1.75 1.75 0 0 1 1.217-1.667l5.25-1.68a1.748 1.748 0 0 1 1.066 0Zm-.61 1.429.001.001-5.25 1.68a.251.251 0 0 0-.174.237V7c0 1.36.275 2.666 1.057 3.859.784 1.194 2.121 2.342 4.366 3.298a.196.196 0 0 0 .154 0c2.245-.957 3.582-2.103 4.366-3.297C13.225 9.666 13.5 8.358 13.5 7V3.48a.25.25 0 0 0-.174-.238l-5.25-1.68a.25.25 0 0 0-.153 0ZM11.28 6.28l-3.5 3.5a.75.75 0 0 1-1.06 0l-1.5-1.5a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l.97.97 2.97-2.97a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path></svg>GitHub Advanced Security</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Find and fix vulnerabilities</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/security/advanced-security/code-security" data-analytics-event="{&quot;action&quot;:&quot;code_security&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;code_security_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-code-square NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M0 1.75C0 .784.784 0 1.75 0h12.5C15.216 0 16 .784 16 1.75v12.5A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25V1.75a.25.25 0 0 0-.25-.25Zm7.47 3.97a.75.75 0 0 1 1.06 0l2 2a.75.75 0 0 1 0 1.06l-2 2a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L10.69 8 9.22 6.53a.75.75 0 0 1 0-1.06ZM6.78 6.53 5.31 8l1.47 1.47a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215l-2-2a.75.75 0 0 1 0-1.06l2-2a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path></svg>Code security</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Secure your code as you build</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/security/advanced-security/secret-protection" data-analytics-event="{&quot;action&quot;:&quot;secret_protection&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;secret_protection_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-lock NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M4 4a4 4 0 0 1 8 0v2h.25c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 12.25 15h-8.5A1.75 1.75 0 0 1 2 13.25v-5.5C2 6.784 2.784 6 3.75 6H4Zm8.25 3.5h-8.5a.25.25 0 0 0-.25.25v5.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-5.5a.25.25 0 0 0-.25-.25ZM10.5 6V4a2.5 2.5 0 1 0-5 0v2Z"></path></svg>Secret protection</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Stop leaks before they start</span></span></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ NavGroup-module__hasSeparator__FnMrN"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_hknd_">EXPLORE</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_hknd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/why-github" data-analytics-event="{&quot;action&quot;:&quot;why_github&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;why_github_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Why GitHub</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--is-external___xsncV" href="https://docs.github.com" data-analytics-event="{&quot;action&quot;:&quot;documentation&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;documentation_link_platform_navbar&quot;}" target="_blank" rel="noreferrer"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Documentation</span><svg data-component="Octicon" focusable="false" aria-label="External link" class="octicon octicon-link-external" role="img" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path></svg></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--is-external___xsncV" href="https://github.blog" data-analytics-event="{&quot;action&quot;:&quot;blog&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;blog_link_platform_navbar&quot;}" target="_blank" rel="noreferrer"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Blog</span><svg data-component="Octicon" focusable="false" aria-label="External link" class="octicon octicon-link-external" role="img" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path></svg></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--is-external___xsncV" href="https://github.blog/changelog" data-analytics-event="{&quot;action&quot;:&quot;changelog&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;changelog_link_platform_navbar&quot;}" target="_blank" rel="noreferrer"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Changelog</span><svg data-component="Octicon" focusable="false" aria-label="External link" class="octicon octicon-link-external" role="img" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path></svg></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/marketplace" data-analytics-event="{&quot;action&quot;:&quot;marketplace&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;marketplace_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Marketplace</span></a></li></ul></div></li></ul><div class="NavDropdown-module__trailingLinkContainer__VgJGL"><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--arrow-end___esdN8" href="https://github.com/features" data-analytics-event="{&quot;action&quot;:&quot;view_all_features&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;view_all_features_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">View all features</span><svg class="Primer_Brand__ExpandableArrow-module__ExpandableArrow___aaZs9 Primer_Brand__Link-module__Link-arrow___yd78i" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" focusable="false"><path fill="currentColor" d="M7.28033 3.21967C6.98744 2.92678 6.51256 2.92678 6.21967 3.21967C5.92678 3.51256 5.92678 3.98744 6.21967 4.28033L7.28033 3.21967ZM11 8L11.5303 8.53033C11.8232 8.23744 11.8232 7.76256 11.5303 7.46967L11 8ZM6.21967 11.7197C5.92678 12.0126 5.92678 12.4874 6.21967 12.7803C6.51256 13.0732 6.98744 13.0732 7.28033 12.7803L6.21967 11.7197ZM6.21967 4.28033L10.4697 8.53033L11.5303 7.46967L7.28033 3.21967L6.21967 4.28033ZM10.4697 7.46967L6.21967 11.7197L7.28033 12.7803L11.5303 8.53033L10.4697 7.46967Z"></path><path class="Primer_Brand__ExpandableArrow-module__ExpandableArrow-stem___0K8Hz" stroke="currentColor" d="M1.75 8H11" stroke-width="1.5" stroke-linecap="round"></path></svg></a></div></div></div></li><li><div class="NavDropdown-module__container__l2YeI"><button type="button" class="NavDropdown-module__button__PEHWX" aria-expanded="false" aria-controls="_R_17d_">Solutions<svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-triangle-right NavDropdown-module__buttonIcon__Tkl8_" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m6.427 4.427 3.396 3.396a.25.25 0 0 1 0 .354l-3.396 3.396A.25.25 0 0 1 6 11.396V4.604a.25.25 0 0 1 .427-.177Z"></path></svg></button><div id="_R_17d_" class="NavDropdown-module__dropdown__xm1jd"><ul class="NavDropdown-module__list__zuCgG"><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_5l7d_">BY COMPANY SIZE</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_5l7d_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/enterprise" data-analytics-event="{&quot;action&quot;:&quot;enterprises&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;enterprises_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Enterprises</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/team" data-analytics-event="{&quot;action&quot;:&quot;small_and_medium_teams&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;small_and_medium_teams_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Small and medium teams</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/enterprise/startups" data-analytics-event="{&quot;action&quot;:&quot;startups&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;startups_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Startups</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/industry/nonprofits" data-analytics-event="{&quot;action&quot;:&quot;nonprofits&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;nonprofits_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Nonprofits</span></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_9l7d_">BY USE CASE</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_9l7d_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/use-case/app-modernization" data-analytics-event="{&quot;action&quot;:&quot;app_modernization&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;app_modernization_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">App Modernization</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/use-case/devsecops" data-analytics-event="{&quot;action&quot;:&quot;devsecops&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;devsecops_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">DevSecOps</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/use-case/devops" data-analytics-event="{&quot;action&quot;:&quot;devops&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;devops_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">DevOps</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/use-case/ci-cd" data-analytics-event="{&quot;action&quot;:&quot;ci/cd&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;ci/cd_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">CI/CD</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--arrow-end___esdN8" href="https://github.com/solutions/use-case" data-analytics-event="{&quot;action&quot;:&quot;view_all_use_cases&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;view_all_use_cases_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">View all use cases</span><svg class="Primer_Brand__ExpandableArrow-module__ExpandableArrow___aaZs9 Primer_Brand__Link-module__Link-arrow___yd78i" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" focusable="false"><path fill="currentColor" d="M7.28033 3.21967C6.98744 2.92678 6.51256 2.92678 6.21967 3.21967C5.92678 3.51256 5.92678 3.98744 6.21967 4.28033L7.28033 3.21967ZM11 8L11.5303 8.53033C11.8232 8.23744 11.8232 7.76256 11.5303 7.46967L11 8ZM6.21967 11.7197C5.92678 12.0126 5.92678 12.4874 6.21967 12.7803C6.51256 13.0732 6.98744 13.0732 7.28033 12.7803L6.21967 11.7197ZM6.21967 4.28033L10.4697 8.53033L11.5303 7.46967L7.28033 3.21967L6.21967 4.28033ZM10.4697 7.46967L6.21967 11.7197L7.28033 12.7803L11.5303 8.53033L10.4697 7.46967Z"></path><path class="Primer_Brand__ExpandableArrow-module__ExpandableArrow-stem___0K8Hz" stroke="currentColor" d="M1.75 8H11" stroke-width="1.5" stroke-linecap="round"></path></svg></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_dl7d_">BY INDUSTRY</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_dl7d_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/industry/healthcare" data-analytics-event="{&quot;action&quot;:&quot;healthcare&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;healthcare_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Healthcare</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/industry/financial-services" data-analytics-event="{&quot;action&quot;:&quot;financial_services&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;financial_services_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Financial services</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/industry/manufacturing" data-analytics-event="{&quot;action&quot;:&quot;manufacturing&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;manufacturing_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Manufacturing</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/industry/government" data-analytics-event="{&quot;action&quot;:&quot;government&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;government_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Government</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--arrow-end___esdN8" href="https://github.com/solutions/industry" data-analytics-event="{&quot;action&quot;:&quot;view_all_industries&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;view_all_industries_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">View all industries</span><svg class="Primer_Brand__ExpandableArrow-module__ExpandableArrow___aaZs9 Primer_Brand__Link-module__Link-arrow___yd78i" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" focusable="false"><path fill="currentColor" d="M7.28033 3.21967C6.98744 2.92678 6.51256 2.92678 6.21967 3.21967C5.92678 3.51256 5.92678 3.98744 6.21967 4.28033L7.28033 3.21967ZM11 8L11.5303 8.53033C11.8232 8.23744 11.8232 7.76256 11.5303 7.46967L11 8ZM6.21967 11.7197C5.92678 12.0126 5.92678 12.4874 6.21967 12.7803C6.51256 13.0732 6.98744 13.0732 7.28033 12.7803L6.21967 11.7197ZM6.21967 4.28033L10.4697 8.53033L11.5303 7.46967L7.28033 3.21967L6.21967 4.28033ZM10.4697 7.46967L6.21967 11.7197L7.28033 12.7803L11.5303 8.53033L10.4697 7.46967Z"></path><path class="Primer_Brand__ExpandableArrow-module__ExpandableArrow-stem___0K8Hz" stroke="currentColor" d="M1.75 8H11" stroke-width="1.5" stroke-linecap="round"></path></svg></a></li></ul></div></li></ul><div class="NavDropdown-module__trailingLinkContainer__VgJGL"><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--arrow-end___esdN8" href="https://github.com/solutions" data-analytics-event="{&quot;action&quot;:&quot;view_all_solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;view_all_solutions_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">View all solutions</span><svg class="Primer_Brand__ExpandableArrow-module__ExpandableArrow___aaZs9 Primer_Brand__Link-module__Link-arrow___yd78i" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" focusable="false"><path fill="currentColor" d="M7.28033 3.21967C6.98744 2.92678 6.51256 2.92678 6.21967 3.21967C5.92678 3.51256 5.92678 3.98744 6.21967 4.28033L7.28033 3.21967ZM11 8L11.5303 8.53033C11.8232 8.23744 11.8232 7.76256 11.5303 7.46967L11 8ZM6.21967 11.7197C5.92678 12.0126 5.92678 12.4874 6.21967 12.7803C6.51256 13.0732 6.98744 13.0732 7.28033 12.7803L6.21967 11.7197ZM6.21967 4.28033L10.4697 8.53033L11.5303 7.46967L7.28033 3.21967L6.21967 4.28033ZM10.4697 7.46967L6.21967 11.7197L7.28033 12.7803L11.5303 8.53033L10.4697 7.46967Z"></path><path class="Primer_Brand__ExpandableArrow-module__ExpandableArrow-stem___0K8Hz" stroke="currentColor" d="M1.75 8H11" stroke-width="1.5" stroke-linecap="round"></path></svg></a></div></div></div></li><li><div class="NavDropdown-module__container__l2YeI"><button type="button" class="NavDropdown-module__button__PEHWX" aria-expanded="false" aria-controls="_R_1nd_">Resources<svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-triangle-right NavDropdown-module__buttonIcon__Tkl8_" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m6.427 4.427 3.396 3.396a.25.25 0 0 1 0 .354l-3.396 3.396A.25.25 0 0 1 6 11.396V4.604a.25.25 0 0 1 .427-.177Z"></path></svg></button><div id="_R_1nd_" class="NavDropdown-module__dropdown__xm1jd"><ul class="NavDropdown-module__list__zuCgG"><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_5lnd_">EXPLORE BY TOPIC</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_5lnd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/resources/articles?topic=ai" data-analytics-event="{&quot;action&quot;:&quot;ai&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;ai_link_resources_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">AI</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/resources/articles?topic=software-development" data-analytics-event="{&quot;action&quot;:&quot;software_development&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;software_development_link_resources_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Software Development</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/resources/articles?topic=devops" data-analytics-event="{&quot;action&quot;:&quot;devops&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;devops_link_resources_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">DevOps</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/resources/articles?topic=security" data-analytics-event="{&quot;action&quot;:&quot;security&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;security_link_resources_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Security</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--arrow-end___esdN8" href="https://github.com/resources/articles" data-analytics-event="{&quot;action&quot;:&quot;view_all_topics&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;view_all_topics_link_resources_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">View all topics</span><svg class="Primer_Brand__ExpandableArrow-module__ExpandableArrow___aaZs9 Primer_Brand__Link-module__Link-arrow___yd78i" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" focusable="false"><path fill="currentColor" d="M7.28033 3.21967C6.98744 2.92678 6.51256 2.92678 6.21967 3.21967C5.92678 3.51256 5.92678 3.98744 6.21967 4.28033L7.28033 3.21967ZM11 8L11.5303 8.53033C11.8232 8.23744 11.8232 7.76256 11.5303 7.46967L11 8ZM6.21967 11.7197C5.92678 12.0126 5.92678 12.4874 6.21967 12.7803C6.51256 13.0732 6.98744 13.0732 7.28033 12.7803L6.21967 11.7197ZM6.21967 4.28033L10.4697 8.53033L11.5303 7.46967L7.28033 3.21967L6.21967 4.28033ZM10.4697 7.46967L6.21967 11.7197L7.28033 12.7803L11.5303 8.53033L10.4697 7.46967Z"></path><path class="Primer_Brand__ExpandableArrow-module__ExpandableArrow-stem___0K8Hz" stroke="currentColor" d="M1.75 8H11" stroke-width="1.5" stroke-linecap="round"></path></svg></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_9lnd_">EXPLORE BY TYPE</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_9lnd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/customer-stories" data-analytics-event="{&quot;action&quot;:&quot;customer_stories&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;customer_stories_link_resources_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Customer stories</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/resources/events" data-analytics-event="{&quot;action&quot;:&quot;events__webinars&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;events__webinars_link_resources_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Events &amp; webinars</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/resources/whitepapers" data-analytics-event="{&quot;action&quot;:&quot;ebooks__reports&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;ebooks__reports_link_resources_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Ebooks &amp; reports</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/executive-insights" data-analytics-event="{&quot;action&quot;:&quot;business_insights&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;business_insights_link_resources_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Business insights</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--is-external___xsncV" href="https://skills.github.com" data-analytics-event="{&quot;action&quot;:&quot;github_skills&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;github_skills_link_resources_navbar&quot;}" target="_blank" rel="noreferrer"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">GitHub Skills</span><svg data-component="Octicon" focusable="false" aria-label="External link" class="octicon octicon-link-external" role="img" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path></svg></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_dlnd_">SUPPORT &amp; SERVICES</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_dlnd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--is-external___xsncV" href="https://docs.github.com" data-analytics-event="{&quot;action&quot;:&quot;documentation&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;documentation_link_resources_navbar&quot;}" target="_blank" rel="noreferrer"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Documentation</span><svg data-component="Octicon" focusable="false" aria-label="External link" class="octicon octicon-link-external" role="img" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path></svg></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--is-external___xsncV" href="https://support.github.com" data-analytics-event="{&quot;action&quot;:&quot;customer_support&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;customer_support_link_resources_navbar&quot;}" target="_blank" rel="noreferrer"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Customer support</span><svg data-component="Octicon" focusable="false" aria-label="External link" class="octicon octicon-link-external" role="img" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path></svg></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/orgs/community/discussions" data-analytics-event="{&quot;action&quot;:&quot;community_forum&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;community_forum_link_resources_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Community forum</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/trust-center" data-analytics-event="{&quot;action&quot;:&quot;trust_center&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;trust_center_link_resources_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Trust center</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/partners" data-analytics-event="{&quot;action&quot;:&quot;partners&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;partners_link_resources_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Partners</span></a></li></ul></div></li></ul><div class="NavDropdown-module__trailingLinkContainer__VgJGL"><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--arrow-end___esdN8" href="https://github.com/resources" data-analytics-event="{&quot;action&quot;:&quot;view_all_resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;view_all_resources_link_resources_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">View all resources</span><svg class="Primer_Brand__ExpandableArrow-module__ExpandableArrow___aaZs9 Primer_Brand__Link-module__Link-arrow___yd78i" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" focusable="false"><path fill="currentColor" d="M7.28033 3.21967C6.98744 2.92678 6.51256 2.92678 6.21967 3.21967C5.92678 3.51256 5.92678 3.98744 6.21967 4.28033L7.28033 3.21967ZM11 8L11.5303 8.53033C11.8232 8.23744 11.8232 7.76256 11.5303 7.46967L11 8ZM6.21967 11.7197C5.92678 12.0126 5.92678 12.4874 6.21967 12.7803C6.51256 13.0732 6.98744 13.0732 7.28033 12.7803L6.21967 11.7197ZM6.21967 4.28033L10.4697 8.53033L11.5303 7.46967L7.28033 3.21967L6.21967 4.28033ZM10.4697 7.46967L6.21967 11.7197L7.28033 12.7803L11.5303 8.53033L10.4697 7.46967Z"></path><path class="Primer_Brand__ExpandableArrow-module__ExpandableArrow-stem___0K8Hz" stroke="currentColor" d="M1.75 8H11" stroke-width="1.5" stroke-linecap="round"></path></svg></a></div></div></div></li><li><div class="NavDropdown-module__container__l2YeI"><button type="button" class="NavDropdown-module__button__PEHWX" aria-expanded="false" aria-controls="_R_27d_">Open Source<svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-triangle-right NavDropdown-module__buttonIcon__Tkl8_" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m6.427 4.427 3.396 3.396a.25.25 0 0 1 0 .354l-3.396 3.396A.25.25 0 0 1 6 11.396V4.604a.25.25 0 0 1 .427-.177Z"></path></svg></button><div id="_R_27d_" class="NavDropdown-module__dropdown__xm1jd"><ul class="NavDropdown-module__list__zuCgG"><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_5m7d_">COMMUNITY</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_5m7d_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/open-source/sponsors" data-analytics-event="{&quot;action&quot;:&quot;github_sponsors&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;github_sponsors_link_open_source_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-sponsor-tiers NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M10.586 1C12.268 1 13.5 2.37 13.5 4.25c0 1.745-.996 3.359-2.622 4.831-.166.15-.336.297-.509.438l1.116 5.584a.75.75 0 0 1-.991.852l-2.409-.876a.25.25 0 0 0-.17 0l-2.409.876a.75.75 0 0 1-.991-.852L5.63 9.519a13.78 13.78 0 0 1-.51-.438C3.497 7.609 2.5 5.995 2.5 4.25 2.5 2.37 3.732 1 5.414 1c.963 0 1.843.403 2.474 1.073L8 2.198l.112-.125a3.385 3.385 0 0 1 2.283-1.068L10.586 1Zm-3.621 9.495-.718 3.594 1.155-.42a1.75 1.75 0 0 1 1.028-.051l.168.051 1.154.42-.718-3.592c-.199.13-.37.235-.505.314l-.169.097a.75.75 0 0 1-.72 0 9.54 9.54 0 0 1-.515-.308l-.16-.105ZM10.586 2.5c-.863 0-1.611.58-1.866 1.459-.209.721-1.231.721-1.44 0C7.025 3.08 6.277 2.5 5.414 2.5 4.598 2.5 4 3.165 4 4.25c0 1.23.786 2.504 2.128 3.719.49.443 1.018.846 1.546 1.198l.325.21.076-.047.251-.163a13.341 13.341 0 0 0 1.546-1.198C11.214 6.754 12 5.479 12 4.25c0-1.085-.598-1.75-1.414-1.75Z"></path></svg>GitHub Sponsors</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Fund open source developers</span></span></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_9m7d_">PROGRAMS</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_9m7d_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--is-external___xsncV" href="https://securitylab.github.com" data-analytics-event="{&quot;action&quot;:&quot;security_lab&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;security_lab_link_open_source_navbar&quot;}" target="_blank" rel="noreferrer"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Security Lab</span><svg data-component="Octicon" focusable="false" aria-label="External link" class="octicon octicon-link-external" role="img" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path></svg></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--is-external___xsncV" href="https://maintainers.github.com" data-analytics-event="{&quot;action&quot;:&quot;maintainer_community&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;maintainer_community_link_open_source_navbar&quot;}" target="_blank" rel="noreferrer"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Maintainer Community</span><svg data-component="Octicon" focusable="false" aria-label="External link" class="octicon octicon-link-external" role="img" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path></svg></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--is-external___xsncV" href="https://stars.github.com" data-analytics-event="{&quot;action&quot;:&quot;github_stars&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;github_stars_link_open_source_navbar&quot;}" target="_blank" rel="noreferrer"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">GitHub Stars</span><svg data-component="Octicon" focusable="false" aria-label="External link" class="octicon octicon-link-external" role="img" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path></svg></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--is-external___xsncV" href="https://archiveprogram.github.com" data-analytics-event="{&quot;action&quot;:&quot;archive_program&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;archive_program_link_open_source_navbar&quot;}" target="_blank" rel="noreferrer"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Archive Program</span><svg data-component="Octicon" focusable="false" aria-label="External link" class="octicon octicon-link-external" role="img" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path></svg></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_dm7d_">REPOSITORIES</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_dm7d_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/topics" data-analytics-event="{&quot;action&quot;:&quot;topics&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;topics_link_open_source_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Topics</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/trending" data-analytics-event="{&quot;action&quot;:&quot;trending&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;trending_link_open_source_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Trending</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/collections" data-analytics-event="{&quot;action&quot;:&quot;collections&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;collections_link_open_source_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Collections</span></a></li></ul></div></li></ul></div></div></li><li><div class="NavDropdown-module__container__l2YeI"><button type="button" class="NavDropdown-module__button__PEHWX" aria-expanded="false" aria-controls="_R_2nd_">Enterprise<svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-triangle-right NavDropdown-module__buttonIcon__Tkl8_" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m6.427 4.427 3.396 3.396a.25.25 0 0 1 0 .354l-3.396 3.396A.25.25 0 0 1 6 11.396V4.604a.25.25 0 0 1 .427-.177Z"></path></svg></button><div id="_R_2nd_" class="NavDropdown-module__dropdown__xm1jd"><ul class="NavDropdown-module__list__zuCgG"><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_5mnd_">ENTERPRISE SOLUTIONS</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_5mnd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/enterprise" data-analytics-event="{&quot;action&quot;:&quot;enterprise_platform&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;enterprise_platform_link_enterprise_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-stack NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M7.122.392a1.75 1.75 0 0 1 1.756 0l5.003 2.902c.83.481.83 1.68 0 2.162L8.878 8.358a1.75 1.75 0 0 1-1.756 0L2.119 5.456a1.251 1.251 0 0 1 0-2.162ZM8.125 1.69a.248.248 0 0 0-.25 0l-4.63 2.685 4.63 2.685a.248.248 0 0 0 .25 0l4.63-2.685ZM1.601 7.789a.75.75 0 0 1 1.025-.273l5.249 3.044a.248.248 0 0 0 .25 0l5.249-3.044a.75.75 0 0 1 .752 1.298l-5.248 3.044a1.75 1.75 0 0 1-1.756 0L1.874 8.814A.75.75 0 0 1 1.6 7.789Zm0 3.5a.75.75 0 0 1 1.025-.273l5.249 3.044a.248.248 0 0 0 .25 0l5.249-3.044a.75.75 0 0 1 .752 1.298l-5.248 3.044a1.75 1.75 0 0 1-1.756 0l-5.248-3.044a.75.75 0 0 1-.273-1.025Z"></path></svg>Enterprise platform</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">AI-powered developer platform</span></span></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_9mnd_">AVAILABLE ADD-ONS</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_9mnd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/security/advanced-security" data-analytics-event="{&quot;action&quot;:&quot;github_advanced_security&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;github_advanced_security_link_enterprise_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-shield-check NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m8.533.133 5.25 1.68A1.75 1.75 0 0 1 15 3.48V7c0 1.566-.32 3.182-1.303 4.682-.983 1.498-2.585 2.813-5.032 3.855a1.697 1.697 0 0 1-1.33 0c-2.447-1.042-4.049-2.357-5.032-3.855C1.32 10.182 1 8.566 1 7V3.48a1.75 1.75 0 0 1 1.217-1.667l5.25-1.68a1.748 1.748 0 0 1 1.066 0Zm-.61 1.429.001.001-5.25 1.68a.251.251 0 0 0-.174.237V7c0 1.36.275 2.666 1.057 3.859.784 1.194 2.121 2.342 4.366 3.298a.196.196 0 0 0 .154 0c2.245-.957 3.582-2.103 4.366-3.297C13.225 9.666 13.5 8.358 13.5 7V3.48a.25.25 0 0 0-.174-.238l-5.25-1.68a.25.25 0 0 0-.153 0ZM11.28 6.28l-3.5 3.5a.75.75 0 0 1-1.06 0l-1.5-1.5a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l.97.97 2.97-2.97a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path></svg>GitHub Advanced Security</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Enterprise-grade security features</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/copilot/copilot-business" data-analytics-event="{&quot;action&quot;:&quot;copilot_for_business&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;copilot_for_business_link_enterprise_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-copilot NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M7.998 15.035c-4.562 0-7.873-2.914-7.998-3.749V9.338c.085-.628.677-1.686 1.588-2.065.013-.07.024-.143.036-.218.029-.183.06-.384.126-.612-.201-.508-.254-1.084-.254-1.656 0-.87.128-1.769.693-2.484.579-.733 1.494-1.124 2.724-1.261 1.206-.134 2.262.034 2.944.765.05.053.096.108.139.165.044-.057.094-.112.143-.165.682-.731 1.738-.899 2.944-.765 1.23.137 2.145.528 2.724 1.261.566.715.693 1.614.693 2.484 0 .572-.053 1.148-.254 1.656.066.228.098.429.126.612.012.076.024.148.037.218.924.385 1.522 1.471 1.591 2.095v1.872c0 .766-3.351 3.795-8.002 3.795Zm0-1.485c2.28 0 4.584-1.11 5.002-1.433V7.862l-.023-.116c-.49.21-1.075.291-1.727.291-1.146 0-2.059-.327-2.71-.991A3.222 3.222 0 0 1 8 6.303a3.24 3.24 0 0 1-.544.743c-.65.664-1.563.991-2.71.991-.652 0-1.236-.081-1.727-.291l-.023.116v4.255c.419.323 2.722 1.433 5.002 1.433ZM6.762 2.83c-.193-.206-.637-.413-1.682-.297-1.019.113-1.479.404-1.713.7-.247.312-.369.789-.369 1.554 0 .793.129 1.171.308 1.371.162.181.519.379 1.442.379.853 0 1.339-.235 1.638-.54.315-.322.527-.827.617-1.553.117-.935-.037-1.395-.241-1.614Zm4.155-.297c-1.044-.116-1.488.091-1.681.297-.204.219-.359.679-.242 1.614.091.726.303 1.231.618 1.553.299.305.784.54 1.638.54.922 0 1.28-.198 1.442-.379.179-.2.308-.578.308-1.371 0-.765-.123-1.242-.37-1.554-.233-.296-.693-.587-1.713-.7Z"></path><path d="M6.25 9.037a.75.75 0 0 1 .75.75v1.501a.75.75 0 0 1-1.5 0V9.787a.75.75 0 0 1 .75-.75Zm4.25.75v1.501a.75.75 0 0 1-1.5 0V9.787a.75.75 0 0 1 1.5 0Z"></path></svg>Copilot for Business</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Enterprise-grade AI features</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/enterprise/premium-support" data-analytics-event="{&quot;action&quot;:&quot;premium_support&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;premium_support_link_enterprise_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-comment-discussion NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1h8.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 10.25 10H7.061l-2.574 2.573A1.458 1.458 0 0 1 2 11.543V10h-.25A1.75 1.75 0 0 1 0 8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h3.5a.25.25 0 0 0 .25-.25v-5.5a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25Zm13 2a.25.25 0 0 0-.25-.25h-.5a.75.75 0 0 1 0-1.5h.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 14.25 12H14v1.543a1.458 1.458 0 0 1-2.487 1.03L9.22 12.28a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l2.22 2.22v-2.19a.75.75 0 0 1 .75-.75h1a.25.25 0 0 0 .25-.25Z"></path></svg>Premium Support</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Enterprise-grade 24/7 support</span></span></a></li></ul></div></li></ul></div></div></li><li><a href="https://github.com/pricing" data-analytics-event="{&quot;action&quot;:&quot;pricing&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;pricing&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;pricing_link_pricing_navbar&quot;}" class="MarketingNavigation-module__navLink__hUomM">Pricing</a></li></ul></nav><div class="MarketingHeader-module__ctaContainer__tBmPz"><div class="HeaderSearch-module__searchSlot__oVOUS"><button class="Primer_Brand__Button-module__Button___scH9Z Primer_Brand__Button-module__Button--subtle___F7pEE Primer_Brand__Button-module__Button--size-small___zQrEw HeaderSearch-module__trigger__zsF9q" type="button" aria-haspopup="dialog" aria-expanded="false" aria-label="Search or jump to, type / to search" data-analytics-event="{&quot;action&quot;:&quot;searchbar&quot;,&quot;tag&quot;:&quot;input&quot;,&quot;context&quot;:&quot;global&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;searchbar_input_global_navbar&quot;}"><span class="Primer_Brand__Button-module__Button__text___ED0bX"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ Primer_Brand__Button-module__Button--label___qrkyz Primer_Brand__Button-module__Button--label-subtle___8ndWH"><span class="HeaderSearch-module__content__kMpxU"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-search HeaderSearch-module__icon__wcrHX" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M10.68 11.74a6 6 0 0 1-7.922-8.982 6 6 0 0 1 8.982 7.922l3.04 3.04a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215ZM11.5 7a4.499 4.499 0 1 0-8.997 0A4.499 4.499 0 0 0 11.5 7Z"></path></svg><span class="HeaderSearch-module__label__d1iWG">Search</span><kbd class="HeaderSearch-module__kbd__HNG0o" aria-hidden="true">/</kbd></span></span></span></button><div class="d-none"></div></div><div class="AuthCTAs-module__signInWrap__q2P60"><a class="Primer_Brand__Button-module__Button___scH9Z Primer_Brand__Button-module__Button--subtle___F7pEE Primer_Brand__Button-module__Button--size-small___zQrEw AuthCTAs-module__cta__WpwQq AuthCTAs-module__desktopActionGap__UZuXT AuthCTAs-module__hiddenBelowLg__BfKBw" href="/login?return_to=https%3A%2F%2Fgithub.com%2FDeepSQLAI%2Fdeepsql%2Fblob%2Fmain%2Fdocs%2FSERVICES.md" data-analytics-event="{&quot;action&quot;:&quot;sign_in&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;auth_cta&quot;,&quot;location&quot;:&quot;header&quot;,&quot;label&quot;:&quot;sign_in_link_auth_cta_header&quot;}" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;site header menu&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;SIGN_UP&quot;,&quot;originating_url&quot;:&quot;https://github.com/DeepSQLAI/deepsql/blob/main/docs/SERVICES.md&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3adb277c1813510d1e541e1f00c46d21a4bdf56c9c9f0a0f6ff71db3eee1fcd8"><span class="Primer_Brand__Button-module__Button__text___ED0bX"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ Primer_Brand__Button-module__Button--label___qrkyz Primer_Brand__Button-module__Button--label-subtle___8ndWH">Sign in</span></span></a></div><a class="Primer_Brand__Button-module__Button___scH9Z Primer_Brand__Button-module__Button--secondary___gHnw_ Primer_Brand__Button-module__Button--size-small___zQrEw AuthCTAs-module__cta__WpwQq" href="/signup?ref_cta=Sign+up&amp;ref_loc=header+logged+out&amp;ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E%2Fblob%2Fshow&amp;source=header-repo&amp;source_repo=DeepSQLAI%2Fdeepsql" data-analytics-event="{&quot;action&quot;:&quot;sign_up&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;auth_cta&quot;,&quot;location&quot;:&quot;header&quot;,&quot;label&quot;:&quot;sign_up_link_auth_cta_header&quot;}" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;site header menu&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;SIGN_UP&quot;,&quot;originating_url&quot;:&quot;https://github.com/DeepSQLAI/deepsql/blob/main/docs/SERVICES.md&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3adb277c1813510d1e541e1f00c46d21a4bdf56c9c9f0a0f6ff71db3eee1fcd8"><span class="Primer_Brand__Button-module__Button__text___ED0bX"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ Primer_Brand__Button-module__Button--label___qrkyz Primer_Brand__Button-module__Button--label-secondary___eJ0_a">Sign up</span></span></a><button class="Primer_Brand__Button-module__Button___scH9Z Primer_Brand__Button-module__Button--subtle___F7pEE Primer_Brand__Button-module__Button--size-small___zQrEw HeaderAppearanceSettings-module__trigger__hUheK" type="button" aria-haspopup="dialog" aria-labelledby="_R_fbd_"><span class="Primer_Brand__Button-module__Button__leading-visual___jjtTe" data-testid="Button-leading-visual"><svg data-component="Octicon" focusable="false" aria-hidden="true" class="octicon octicon-sliders Primer_Brand__Button-module__Button__icon-visual____qybb" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M15 2.75a.75.75 0 0 1-.75.75h-4a.75.75 0 0 1 0-1.5h4a.75.75 0 0 1 .75.75Zm-8.5.75v1.25a.75.75 0 0 0 1.5 0v-4a.75.75 0 0 0-1.5 0V2H1.75a.75.75 0 0 0 0 1.5H6.5Zm1.25 5.25a.75.75 0 0 0 0-1.5h-6a.75.75 0 0 0 0 1.5h6ZM15 8a.75.75 0 0 1-.75.75H11.5V10a.75.75 0 1 1-1.5 0V6a.75.75 0 0 1 1.5 0v1.25h2.75A.75.75 0 0 1 15 8Zm-9 5.25v-2a.75.75 0 0 0-1.5 0v1.25H1.75a.75.75 0 0 0 0 1.5H4.5v1.25a.75.75 0 0 0 1.5 0v-2Zm9 0a.75.75 0 0 1-.75.75h-6a.75.75 0 0 1 0-1.5h6a.75.75 0 0 1 .75.75Z"></path></svg></span><span class="Primer_Brand__Button-module__Button__text___ED0bX"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ Primer_Brand__Button-module__Button--label___qrkyz Primer_Brand__Button-module__Button--label-subtle___8ndWH"></span></span></button><div class="Primer_Brand__Tooltip-module__Tooltip___0Eipx" data-direction="s" aria-hidden="true" id="_R_fbd_">Appearance settings</div></div></div></div></div><div class="MarketingHeader-module__bottomBorder__uZT38" aria-hidden="true"></div></header></div></div>
</react-partial>



      <div hidden="hidden" data-view-component="true" class="js-stale-session-flash stale-session-flash flash flash-warn flash-full">
  
        <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-alert">
    <path d="M6.457 1.047c.659-1.234 2.427-1.234 3.086 0l6.082 11.378A1.75 1.75 0 0 1 14.082 15H1.918a1.75 1.75 0 0 1-1.543-2.575Zm1.763.707a.25.25 0 0 0-.44 0L1.698 13.132a.25.25 0 0 0 .22.368h12.164a.25.25 0 0 0 .22-.368Zm.53 3.996v2.5a.75.75 0 0 1-1.5 0v-2.5a.75.75 0 0 1 1.5 0ZM9 11a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path>
</svg>
        <span class="js-stale-session-flash-signed-in" hidden>You signed in with another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span>
        <span class="js-stale-session-flash-signed-out" hidden>You signed out in another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span>
        <span class="js-stale-session-flash-switched" hidden>You switched accounts on another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span>

    <button id="icon-button-f0ace365-ceff-47ed-9924-e2853653af6b" aria-labelledby="tooltip-3424b6a8-3c4d-4403-99af-0bc57c3ab02f" type="button" data-view-component="true" class="Button Button--iconOnly Button--invisible Button--medium flash-close js-flash-close">  <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x Button-visual">
    <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path>
</svg>
</button><tool-tip id="tooltip-3424b6a8-3c4d-4403-99af-0bc57c3ab02f" for="icon-button-f0ace365-ceff-47ed-9924-e2853653af6b" popover="manual" data-direction="s" data-type="label" data-view-component="true" class="sr-only position-absolute">Dismiss alert</tool-tip>


  
</div>
    </div>

  <div id="start-of-content" class="show-on-focus"></div>








    <div id="js-flash-container" class="flash-container" data-turbo-replace>





  <template class="js-flash-template">
    
<div class="flash flash-full   {{ className }}">
  <div >
    <button autofocus class="flash-close js-flash-close" type="button" aria-label="Dismiss this message">
      <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x">
    <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path>
</svg>
    </button>
    <div aria-atomic="true" role="alert" class="js-flash-alert">
      
      <div>{{ message }}</div>

    </div>
  </div>
</div>
  </template>
</div>


    






  <div
    class="application-main "
    data-commit-hovercards-enabled
    data-discussion-hovercards-enabled
    data-issue-and-pr-hovercards-enabled
    data-project-hovercards-enabled
  >
        <div itemscope itemtype="http://schema.org/SoftwareSourceCode" class="">
    <main id="js-repo-pjax-container" >
      
      
    


    








  

    <div id="repository-container-header"  class="tmp-pt-3 hide-full-screen" style="background-color: var(--page-header-bgColor, var(--color-page-header-bg));" data-turbo-replace>

        <div class="d-flex flex-nowrap flex-justify-end tmp-mb-3  tmp-px-3 tmp-px-lg-5" style="gap: 1rem;">

          <div class="flex-auto min-width-0 width-fit">
              
  <div class=" d-flex flex-wrap flex-items-center wb-break-word f3 text-normal">
      <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2 tmp-mr-2">
    <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path>
</svg>
    
    <span class="author flex-self-stretch" itemprop="author">
      <a class="url fn" rel="author" data-hovercard-type="organization" data-hovercard-url="/orgs/DeepSQLAI/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="/DeepSQLAI">
        DeepSQLAI
</a>    </span>
    <span class="mx-1 flex-self-stretch color-fg-muted">/</span>
    <strong itemprop="name" class="mr-2 flex-self-stretch">
      <a data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" href="/DeepSQLAI/deepsql">deepsql</a>
    </strong>

    <span></span><span class="Label Label--secondary v-align-middle mr-1">Public</span>
  </div>


          </div>

          <div id="repository-details-container" class="flex-shrink-0" data-turbo-replace style="max-width: 70%;">
              <ul class="pagehead-actions flex-shrink-0 d-none d-md-inline" style="padding: 2px 0;">
    
      

  <li>
            <a href="/login?return_to=%2FDeepSQLAI%2Fdeepsql" rel="nofollow" id="repository-details-watch-button" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;notification subscription menu watch&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;LOG_IN&quot;,&quot;originating_url&quot;:&quot;https://github.com/DeepSQLAI/deepsql/blob/main/docs/SERVICES.md&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b573b9d337b575d1817ea7dab0a6dd7b11a231d960c26da6c44f8ce4746c0028" aria-label="You must be signed in to change notification settings" data-view-component="true" class="btn-sm btn">    <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-bell mr-2 tmp-mr-2">
    <path d="M8 16a2 2 0 0 0 1.985-1.75c.017-.137-.097-.25-.235-.25h-3.5c-.138 0-.252.113-.235.25A2 2 0 0 0 8 16ZM3 5a5 5 0 0 1 10 0v2.947c0 .05.015.098.042.139l1.703 2.555A1.519 1.519 0 0 1 13.482 13H2.518a1.516 1.516 0 0 1-1.263-2.36l1.703-2.554A.255.255 0 0 0 3 7.947Zm5-3.5A3.5 3.5 0 0 0 4.5 5v2.947c0 .346-.102.683-.294.97l-1.703 2.556a.017.017 0 0 0-.003.01l.001.006c0 .002.002.004.004.006l.006.004.007.001h10.964l.007-.001.006-.004.004-.006.001-.007a.017.017 0 0 0-.003-.01l-1.703-2.554a1.745 1.745 0 0 1-.294-.97V5A3.5 3.5 0 0 0 8 1.5Z"></path>
</svg>Notifications
</a>    <tool-tip id="tooltip-5c689dfa-6966-463a-8ba2-6c00763c930f" for="repository-details-watch-button" popover="manual" data-direction="s" data-type="description" data-view-component="true" class="sr-only position-absolute">You must be signed in to change notification settings</tool-tip>

  </li>

  <li>
          <a icon="repo-forked" id="fork-button" href="/login?return_to=%2FDeepSQLAI%2Fdeepsql" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;repo details fork button&quot;,&quot;repository_id&quot;:1320308769,&quot;auth_type&quot;:&quot;LOG_IN&quot;,&quot;originating_url&quot;:&quot;https://github.com/DeepSQLAI/deepsql/blob/main/docs/SERVICES.md&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3acbf7da9222d28069cd7e080d5cf89b045b841e03471a44fc36a41ef46125f6" data-view-component="true" class="btn-sm btn">    <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo-forked mr-2 tmp-mr-2">
    <path d="M5 5.372v.878c0 .414.336.75.75.75h4.5a.75.75 0 0 0 .75-.75v-.878a2.25 2.25 0 1 1 1.5 0v.878a2.25 2.25 0 0 1-2.25 2.25h-1.5v2.128a2.251 2.251 0 1 1-1.5 0V8.5h-1.5A2.25 2.25 0 0 1 3.5 6.25v-.878a2.25 2.25 0 1 1 1.5 0ZM5 3.25a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Zm6.75.75a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5Zm-3 8.75a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Z"></path>
</svg>Fork
    <span id="repo-network-counter" data-pjax-replace="true" data-turbo-replace="true" title="1" data-view-component="true" class="Counter">1</span>
</a>
  </li>

  <li>
        <div data-view-component="true" class="BtnGroup d-flex">
        <a href="/login?return_to=%2FDeepSQLAI%2Fdeepsql" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star button&quot;,&quot;repository_id&quot;:1320308769,&quot;auth_type&quot;:&quot;LOG_IN&quot;,&quot;originating_url&quot;:&quot;https://github.com/DeepSQLAI/deepsql/blob/main/docs/SERVICES.md&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c19f28139cee71878ea6d1e2e697860d50b013028c7affa0b7b1123386bede36" aria-label="You must be signed in to star a repository" data-view-component="true" class="tooltipped tooltipped-sw btn-sm btn">    <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star v-align-text-bottom d-inline-block mr-2 tmp-mr-2">
    <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path>
</svg><span data-view-component="true" class="d-inline">
          Star
</span>          <span id="repo-stars-counter-star" aria-label="27 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="27" data-view-component="true" class="Counter js-social-count">27</span>
</a></div>
  </li>

</ul>

          </div>
        </div>

          <div id="responsive-meta-container" data-turbo-replace>
</div>


            <nav data-pjax="#js-repo-pjax-container" aria-label="Repository" data-view-component="true" class="js-repo-nav js-sidenav-container-pjax js-responsive-underlinenav overflow-hidden UnderlineNav px-3 tmp-px-3 px-md-4 tmp-px-md-4 px-lg-5 tmp-px-lg-5">

  <ul data-view-component="true" class="UnderlineNav-body list-style-none">
      <li data-view-component="true" class="d-inline-flex">
  <a id="code-tab" href="/DeepSQLAI/deepsql" data-tab-item="i0code-tab" data-selected-links="repo_source repo_downloads repo_commits repo_releases repo_tags repo_branches repo_packages repo_deployments repo_attestations /DeepSQLAI/deepsql" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g c" data-command-id="repositories:go-to-code" data-react-nav="code-view" data-react-nav-anchor="code-view-repo-link" data-analytics-event="{&quot;category&quot;:&quot;Underline navbar&quot;,&quot;action&quot;:&quot;Click tab&quot;,&quot;label&quot;:&quot;Code&quot;,&quot;target&quot;:&quot;UNDERLINE_NAV.TAB&quot;}" aria-current="page" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item selected">
    
              <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code UnderlineNav-octicon d-none d-sm-inline">
    <path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path>
</svg>
        <span data-content="Code">Code</span>
          <span id="code-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="Not available" data-view-component="true" class="Counter"></span>


    
</a></li>
      <li data-view-component="true" class="d-inline-flex">
  <a id="issues-tab" href="/DeepSQLAI/deepsql/issues" data-tab-item="i1issues-tab" data-selected-links="repo_issues repo_labels repo_milestones /DeepSQLAI/deepsql/issues" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g i" data-command-id="repositories:go-to-issues" data-react-nav="issues-react" data-analytics-event="{&quot;category&quot;:&quot;Underline navbar&quot;,&quot;action&quot;:&quot;Click tab&quot;,&quot;label&quot;:&quot;Issues&quot;,&quot;target&quot;:&quot;UNDERLINE_NAV.TAB&quot;}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item">
    
              <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened UnderlineNav-octicon d-none d-sm-inline">
    <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path>
</svg>
        <span data-content="Issues">Issues</span>
          <span id="issues-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="1" data-view-component="true" class="Counter">1</span>


    
</a></li>
      <li data-view-component="true" class="d-inline-flex">
  <a id="pull-requests-tab" href="/DeepSQLAI/deepsql/pulls" data-tab-item="i2pull-requests-tab" data-selected-links="repo_pulls checks /DeepSQLAI/deepsql/pulls" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g p" data-command-id="repositories:go-to-pull-requests" data-analytics-event="{&quot;category&quot;:&quot;Underline navbar&quot;,&quot;action&quot;:&quot;Click tab&quot;,&quot;label&quot;:&quot;Pull requests&quot;,&quot;target&quot;:&quot;UNDERLINE_NAV.TAB&quot;}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item">
    
              <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request UnderlineNav-octicon d-none d-sm-inline">
    <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path>
</svg>
        <span data-content="Pull requests">Pull requests</span>
          <span id="pull-requests-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="24" data-view-component="true" class="Counter">24</span>


    
</a></li>
      <li data-view-component="true" class="d-inline-flex">
  <a id="actions-tab" href="/DeepSQLAI/deepsql/actions" data-tab-item="i3actions-tab" data-selected-links="repo_actions /DeepSQLAI/deepsql/actions" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g a" data-command-id="repositories:go-to-actions" data-react-nav="actions-workflows" data-analytics-event="{&quot;category&quot;:&quot;Underline navbar&quot;,&quot;action&quot;:&quot;Click tab&quot;,&quot;label&quot;:&quot;Actions&quot;,&quot;target&quot;:&quot;UNDERLINE_NAV.TAB&quot;}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item">
    
              <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-play UnderlineNav-octicon d-none d-sm-inline">
    <path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Zm4.879-2.773 4.264 2.559a.25.25 0 0 1 0 .428l-4.264 2.559A.25.25 0 0 1 6 10.559V5.442a.25.25 0 0 1 .379-.215Z"></path>
</svg>
        <span data-content="Actions">Actions</span>
          <span id="actions-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="Not available" data-view-component="true" class="Counter"></span>


    
</a></li>
      <li data-view-component="true" class="d-inline-flex">
  <a id="projects-tab" href="/DeepSQLAI/deepsql/projects" data-tab-item="i4projects-tab" data-selected-links="repo_projects new_repo_project repo_project /DeepSQLAI/deepsql/projects" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g b" data-command-id="repositories:go-to-projects" data-react-nav="repo" data-analytics-event="{&quot;category&quot;:&quot;Underline navbar&quot;,&quot;action&quot;:&quot;Click tab&quot;,&quot;label&quot;:&quot;Projects&quot;,&quot;target&quot;:&quot;UNDERLINE_NAV.TAB&quot;}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item">
    
              <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-table UnderlineNav-octicon d-none d-sm-inline">
    <path d="M0 1.75C0 .784.784 0 1.75 0h12.5C15.216 0 16 .784 16 1.75v12.5A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25ZM6.5 6.5v8h7.75a.25.25 0 0 0 .25-.25V6.5Zm8-1.5V1.75a.25.25 0 0 0-.25-.25H6.5V5Zm-13 1.5v7.75c0 .138.112.25.25.25H5v-8ZM5 5V1.5H1.75a.25.25 0 0 0-.25.25V5Z"></path>
</svg>
        <span data-content="Projects">Projects</span>
          <span id="projects-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="Not available" data-view-component="true" class="Counter"></span>


    
</a></li>
      <li data-view-component="true" class="d-inline-flex">
  <a id="security-and-quality-tab" href="/DeepSQLAI/deepsql/security" data-tab-item="i5security-and-quality-tab" data-selected-links="security overview alerts policy token_scanning code_scanning /DeepSQLAI/deepsql/security" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g s" data-command-id="repositories:go-to-security" data-analytics-event="{&quot;category&quot;:&quot;Underline navbar&quot;,&quot;action&quot;:&quot;Click tab&quot;,&quot;label&quot;:&quot;Security and quality&quot;,&quot;target&quot;:&quot;UNDERLINE_NAV.TAB&quot;}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item">
    
              <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-shield UnderlineNav-octicon d-none d-sm-inline">
    <path d="M7.467.133a1.748 1.748 0 0 1 1.066 0l5.25 1.68A1.75 1.75 0 0 1 15 3.48V7c0 1.566-.32 3.182-1.303 4.682-.983 1.498-2.585 2.813-5.032 3.855a1.697 1.697 0 0 1-1.33 0c-2.447-1.042-4.049-2.357-5.032-3.855C1.32 10.182 1 8.566 1 7V3.48a1.75 1.75 0 0 1 1.217-1.667Zm.61 1.429a.25.25 0 0 0-.153 0l-5.25 1.68a.25.25 0 0 0-.174.238V7c0 1.358.275 2.666 1.057 3.86.784 1.194 2.121 2.34 4.366 3.297a.196.196 0 0 0 .154 0c2.245-.956 3.582-2.104 4.366-3.298C13.225 9.666 13.5 8.36 13.5 7V3.48a.251.251 0 0 0-.174-.237l-5.25-1.68ZM8.75 4.75v3a.75.75 0 0 1-1.5 0v-3a.75.75 0 0 1 1.5 0ZM9 10.5a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path>
</svg>
        <span data-content="Security and quality">Security and quality</span>
          <span id="security-and-quality-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="0" hidden="hidden" data-view-component="true" class="Counter">0</span>


    
</a></li>
      <li data-view-component="true" class="d-inline-flex">
  <a id="insights-tab" href="/DeepSQLAI/deepsql/pulse" data-tab-item="i6insights-tab" data-selected-links="repo_graphs repo_contributors dependency_graph dependabot_updates pulse people community /DeepSQLAI/deepsql/pulse" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-command-id="repositories:go-to-insights" data-analytics-event="{&quot;category&quot;:&quot;Underline navbar&quot;,&quot;action&quot;:&quot;Click tab&quot;,&quot;label&quot;:&quot;Insights&quot;,&quot;target&quot;:&quot;UNDERLINE_NAV.TAB&quot;}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item">
    
              <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-graph UnderlineNav-octicon d-none d-sm-inline">
    <path d="M1.5 1.75V13.5h13.75a.75.75 0 0 1 0 1.5H.75a.75.75 0 0 1-.75-.75V1.75a.75.75 0 0 1 1.5 0Zm14.28 2.53-5.25 5.25a.75.75 0 0 1-1.06 0L7 7.06 4.28 9.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.25-3.25a.75.75 0 0 1 1.06 0L10 7.94l4.72-4.72a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path>
</svg>
        <span data-content="Insights">Insights</span>
          <span id="insights-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="Not available" data-view-component="true" class="Counter"></span>


    
</a></li>
</ul>
    <div style="visibility:hidden;" data-view-component="true" class="UnderlineNav-actions js-responsive-underlinenav-overflow position-absolute pr-3 tmp-pr-3 pr-md-4 tmp-pr-md-4 pr-lg-5 tmp-pr-lg-5 right-0">      <action-menu data-select-variant="none" data-view-component="true">
  <focus-group direction="vertical" mnemonics retain>
    <button id="action-menu-9e72d7b3-f776-4e85-9a96-b678bccdc760-button" popovertarget="action-menu-9e72d7b3-f776-4e85-9a96-b678bccdc760-overlay" aria-controls="action-menu-9e72d7b3-f776-4e85-9a96-b678bccdc760-list" aria-haspopup="true" aria-labelledby="tooltip-93553ab8-0674-4955-a35d-0bffc38f09e2" type="button" data-view-component="true" class="Button Button--iconOnly Button--secondary Button--medium UnderlineNav-item">  <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-kebab-horizontal Button-visual">
    <path d="M8 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3ZM1.5 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Zm13 0a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path>
</svg>
</button><tool-tip id="tooltip-93553ab8-0674-4955-a35d-0bffc38f09e2" for="action-menu-9e72d7b3-f776-4e85-9a96-b678bccdc760-button" popover="manual" data-direction="s" data-type="label" data-view-component="true" class="sr-only position-absolute">Additional navigation options</tool-tip>


<anchored-position data-target="action-menu.overlay" id="action-menu-9e72d7b3-f776-4e85-9a96-b678bccdc760-overlay" anchor="action-menu-9e72d7b3-f776-4e85-9a96-b678bccdc760-button" align="start" side="outside-bottom" anchor-offset="normal" popover="auto" data-view-component="true">
  <div data-view-component="true" class="Overlay Overlay--size-auto">
    
      <div data-view-component="true" class="Overlay-body Overlay-body--paddingNone">          <action-list>
  <div data-view-component="true">
    <ul aria-labelledby="action-menu-9e72d7b3-f776-4e85-9a96-b678bccdc760-button" id="action-menu-9e72d7b3-f776-4e85-9a96-b678bccdc760-list" role="menu" data-view-component="true" class="ActionListWrap--inset ActionListWrap">
        <li hidden="hidden" data-menu-item="i0code-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem">
    
    
    <a tabindex="-1" id="item-cc26b14c-fcd4-446c-859e-9b10009f47ba" href="/DeepSQLAI/deepsql" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16">
        <span class="ActionListItem-visual ActionListItem-visual--leading">
          <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code">
    <path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path>
</svg>
        </span>
      
        <span data-view-component="true" class="ActionListItem-label">
          Code
</span>      
</a>
  
</li>
        <li hidden="hidden" data-menu-item="i1issues-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem">
    
    
    <a tabindex="-1" id="item-aacf2324-1453-4b6d-a8bb-0c62505f2b9f" href="/DeepSQLAI/deepsql/issues" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16">
        <span class="ActionListItem-visual ActionListItem-visual--leading">
          <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened">
    <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path>
</svg>
        </span>
      
        <span data-view-component="true" class="ActionListItem-label">
          Issues
</span>      
</a>
  
</li>
        <li hidden="hidden" data-menu-item="i2pull-requests-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem">
    
    
    <a tabindex="-1" id="item-612c6496-2544-4712-a191-ea9c9bac887c" href="/DeepSQLAI/deepsql/pulls" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16">
        <span class="ActionListItem-visual ActionListItem-visual--leading">
          <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request">
    <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path>
</svg>
        </span>
      
        <span data-view-component="true" class="ActionListItem-label">
          Pull requests
</span>      
</a>
  
</li>
        <li hidden="hidden" data-menu-item="i3actions-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem">
    
    
    <a tabindex="-1" id="item-aaaaa81b-107e-4b6e-b07b-265a5ca716bd" href="/DeepSQLAI/deepsql/actions" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16">
        <span class="ActionListItem-visual ActionListItem-visual--leading">
          <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-play">
    <path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Zm4.879-2.773 4.264 2.559a.25.25 0 0 1 0 .428l-4.264 2.559A.25.25 0 0 1 6 10.559V5.442a.25.25 0 0 1 .379-.215Z"></path>
</svg>
        </span>
      
        <span data-view-component="true" class="ActionListItem-label">
          Actions
</span>      
</a>
  
</li>
        <li hidden="hidden" data-menu-item="i4projects-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem">
    
    
    <a tabindex="-1" id="item-c9244502-641a-440d-a34f-31242580a348" href="/DeepSQLAI/deepsql/projects" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16">
        <span class="ActionListItem-visual ActionListItem-visual--leading">
          <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-table">
    <path d="M0 1.75C0 .784.784 0 1.75 0h12.5C15.216 0 16 .784 16 1.75v12.5A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25ZM6.5 6.5v8h7.75a.25.25 0 0 0 .25-.25V6.5Zm8-1.5V1.75a.25.25 0 0 0-.25-.25H6.5V5Zm-13 1.5v7.75c0 .138.112.25.25.25H5v-8ZM5 5V1.5H1.75a.25.25 0 0 0-.25.25V5Z"></path>
</svg>
        </span>
      
        <span data-view-component="true" class="ActionListItem-label">
          Projects
</span>      
</a>
  
</li>
        <li hidden="hidden" data-menu-item="i5security-and-quality-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem">
    
    
    <a tabindex="-1" id="item-ca79183b-5946-4936-9d7a-2c9ea547b2a5" href="/DeepSQLAI/deepsql/security" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16">
        <span class="ActionListItem-visual ActionListItem-visual--leading">
          <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-shield">
    <path d="M7.467.133a1.748 1.748 0 0 1 1.066 0l5.25 1.68A1.75 1.75 0 0 1 15 3.48V7c0 1.566-.32 3.182-1.303 4.682-.983 1.498-2.585 2.813-5.032 3.855a1.697 1.697 0 0 1-1.33 0c-2.447-1.042-4.049-2.357-5.032-3.855C1.32 10.182 1 8.566 1 7V3.48a1.75 1.75 0 0 1 1.217-1.667Zm.61 1.429a.25.25 0 0 0-.153 0l-5.25 1.68a.25.25 0 0 0-.174.238V7c0 1.358.275 2.666 1.057 3.86.784 1.194 2.121 2.34 4.366 3.297a.196.196 0 0 0 .154 0c2.245-.956 3.582-2.104 4.366-3.298C13.225 9.666 13.5 8.36 13.5 7V3.48a.251.251 0 0 0-.174-.237l-5.25-1.68ZM8.75 4.75v3a.75.75 0 0 1-1.5 0v-3a.75.75 0 0 1 1.5 0ZM9 10.5a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path>
</svg>
        </span>
      
        <span data-view-component="true" class="ActionListItem-label">
          Security and quality
</span>      
</a>
  
</li>
        <li hidden="hidden" data-menu-item="i6insights-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem">
    
    
    <a tabindex="-1" id="item-50edb7f3-5467-4dd9-bef4-ba975d3dfe51" href="/DeepSQLAI/deepsql/pulse" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16">
        <span class="ActionListItem-visual ActionListItem-visual--leading">
          <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-graph">
    <path d="M1.5 1.75V13.5h13.75a.75.75 0 0 1 0 1.5H.75a.75.75 0 0 1-.75-.75V1.75a.75.75 0 0 1 1.5 0Zm14.28 2.53-5.25 5.25a.75.75 0 0 1-1.06 0L7 7.06 4.28 9.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.25-3.25a.75.75 0 0 1 1.06 0L10 7.94l4.72-4.72a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path>
</svg>
        </span>
      
        <span data-view-component="true" class="ActionListItem-label">
          Insights
</span>      
</a>
  
</li>
</ul>    
</div></action-list>


</div>
      
</div></anchored-position>  </focus-group>
</action-menu></div>
</nav>

    </div>
  



<turbo-frame id="repo-content-turbo-frame" target="_top" data-turbo-action="advance" class="">
    <div id="repo-content-pjax-container" class="repository-content " >
    



    
      
    








<react-app
  app-name="code-view"
  initial-path="/DeepSQLAI/deepsql/blob/main/docs/SERVICES.md"
  style="display: block; min-height: calc(100vh - 64px);"
  data-attempted-ssr="true"
  data-ssr="true"
  data-lazy="false"
  data-alternate="false"
  data-data-router-enabled="true"
  data-react-profiling="false"
>
  
  <script type="application/json" data-target="react-app.embeddedData">{"payload":{"codeViewBlobRoute":{"csv":null,"csvError":null,"headerInfo":{"toc":[{"level":1,"text":"DBA Agent Services","anchor":"dba-agent-services","htmlText":"DBA Agent Services"},{"level":2,"text":"Services Overview","anchor":"services-overview","htmlText":"Services Overview"},{"level":2,"text":"Quick Start Scripts","anchor":"quick-start-scripts","htmlText":"Quick Start Scripts"},{"level":3,"text":"Check Service Status","anchor":"check-service-status","htmlText":"Check Service Status"},{"level":3,"text":"Start All Services","anchor":"start-all-services","htmlText":"Start All Services"},{"level":3,"text":"Restart All Services","anchor":"restart-all-services","htmlText":"Restart All Services"},{"level":3,"text":"Stop All Services","anchor":"stop-all-services","htmlText":"Stop All Services"},{"level":2,"text":"Manual Service Management","anchor":"manual-service-management","htmlText":"Manual Service Management"},{"level":3,"text":"PostgreSQL","anchor":"postgresql","htmlText":"PostgreSQL"},{"level":3,"text":"Valkey/Redis","anchor":"valkeyredis","htmlText":"Valkey/Redis"},{"level":3,"text":"Backend (Spring Boot)","anchor":"backend-spring-boot","htmlText":"Backend (Spring Boot)"},{"level":3,"text":"Frontend (Vite/React)","anchor":"frontend-vitereact","htmlText":"Frontend (Vite/React)"},{"level":2,"text":"Service Dependencies","anchor":"service-dependencies","htmlText":"Service Dependencies"},{"level":2,"text":"Troubleshooting","anchor":"troubleshooting","htmlText":"Troubleshooting"},{"level":3,"text":"Check if Ports are in Use","anchor":"check-if-ports-are-in-use","htmlText":"Check if Ports are in Use"},{"level":3,"text":"Check Service Logs","anchor":"check-service-logs","htmlText":"Check Service Logs"},{"level":3,"text":"Common Issues","anchor":"common-issues","htmlText":"Common Issues"},{"level":2,"text":"Environment Variables","anchor":"environment-variables","htmlText":"Environment Variables"},{"level":3,"text":"Backend","anchor":"backend","htmlText":"Backend"},{"level":3,"text":"Frontend","anchor":"frontend","htmlText":"Frontend"},{"level":2,"text":"Production Deployment","anchor":"production-deployment","htmlText":"Production Deployment"}]},"issueTemplate":null,"discussionTemplate":null,"richText":"\u003carticle class=\"markdown-body entry-content container-lg\" itemprop=\"text\"\u003e\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eDBA Agent Services\u003c/h1\u003e\u003ca id=\"user-content-dba-agent-services\" class=\"anchor\" aria-label=\"Permalink: DBA Agent Services\" href=\"#dba-agent-services\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThis document describes all services required for the DBA Agent application and how to manage them.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eServices Overview\u003c/h2\u003e\u003ca id=\"user-content-services-overview\" class=\"anchor\" aria-label=\"Permalink: Services Overview\" href=\"#services-overview\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThe DBA Agent application requires the following services:\u003c/p\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003eService\u003c/th\u003e\n\u003cth\u003ePort\u003c/th\u003e\n\u003cth\u003ePurpose\u003c/th\u003e\n\u003cth\u003eTechnology\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003ePostgreSQL\u003c/strong\u003e\u003c/td\u003e\n\u003ctd\u003e5432\u003c/td\u003e\n\u003ctd\u003eBackend database (stores connection configs, users, etc.)\u003c/td\u003e\n\u003ctd\u003eDocker/PostgreSQL 18.1\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eValkey/Redis\u003c/strong\u003e\u003c/td\u003e\n\u003ctd\u003e6379\u003c/td\u003e\n\u003ctd\u003eCache layer\u003c/td\u003e\n\u003ctd\u003eDocker/Valkey 9.0.1\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eBackend\u003c/strong\u003e\u003c/td\u003e\n\u003ctd\u003e8080\u003c/td\u003e\n\u003ctd\u003eSpring Boot API server\u003c/td\u003e\n\u003ctd\u003eJava/Spring Boot\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eFrontend\u003c/strong\u003e\u003c/td\u003e\n\u003ctd\u003e3000\u003c/td\u003e\n\u003ctd\u003eReact/Vite web application\u003c/td\u003e\n\u003ctd\u003eNode.js/Vite\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eQuick Start Scripts\u003c/h2\u003e\u003ca id=\"user-content-quick-start-scripts\" class=\"anchor\" aria-label=\"Permalink: Quick Start Scripts\" href=\"#quick-start-scripts\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eCheck Service Status\u003c/h3\u003e\u003ca id=\"user-content-check-service-status\" class=\"anchor\" aria-label=\"Permalink: Check Service Status\" href=\"#check-service-status\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"./scripts/check-services.sh\"\u003e\u003cpre\u003e./scripts/check-services.sh\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eChecks if all services are running and displays their status.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eStart All Services\u003c/h3\u003e\u003ca id=\"user-content-start-all-services\" class=\"anchor\" aria-label=\"Permalink: Start All Services\" href=\"#start-all-services\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"./scripts/start-all.sh\"\u003e\u003cpre\u003e./scripts/start-all.sh\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eStarts all services in the correct order:\u003c/p\u003e\n\u003col dir=\"auto\"\u003e\n\u003cli\u003ePostgreSQL \u0026amp; Valkey (via Docker Compose)\u003c/li\u003e\n\u003cli\u003eBackend (Spring Boot)\u003c/li\u003e\n\u003cli\u003eFrontend (Vite/React)\u003c/li\u003e\n\u003c/ol\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eRestart All Services\u003c/h3\u003e\u003ca id=\"user-content-restart-all-services\" class=\"anchor\" aria-label=\"Permalink: Restart All Services\" href=\"#restart-all-services\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"./scripts/start-all.sh --restart\"\u003e\u003cpre\u003e./scripts/start-all.sh --restart\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eStops and restarts all services.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eStop All Services\u003c/h3\u003e\u003ca id=\"user-content-stop-all-services\" class=\"anchor\" aria-label=\"Permalink: Stop All Services\" href=\"#stop-all-services\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"./scripts/stop-all.sh\"\u003e\u003cpre\u003e./scripts/stop-all.sh\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eStops all running services.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eManual Service Management\u003c/h2\u003e\u003ca id=\"user-content-manual-service-management\" class=\"anchor\" aria-label=\"Permalink: Manual Service Management\" href=\"#manual-service-management\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003ePostgreSQL\u003c/h3\u003e\u003ca id=\"user-content-postgresql\" class=\"anchor\" aria-label=\"Permalink: PostgreSQL\" href=\"#postgresql\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eUsing Docker Compose (Recommended):\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"# Start PostgreSQL\ndocker compose up -d postgres\n\n# Check status\ndocker compose ps\n\n# View logs\ndocker compose logs postgres\n\n# Stop PostgreSQL\ndocker compose stop postgres\"\u003e\u003cpre\u003e\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e Start PostgreSQL\u003c/span\u003e\ndocker compose up -d postgres\n\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e Check status\u003c/span\u003e\ndocker compose ps\n\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e View logs\u003c/span\u003e\ndocker compose logs postgres\n\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e Stop PostgreSQL\u003c/span\u003e\ndocker compose stop postgres\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eUsing Local PostgreSQL:\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"# Start PostgreSQL service (macOS)\nbrew services start postgresql@18\n\n# Create database\ncreatedb dba_agent\n\n# Check if running\npg_isready -h localhost -p 5432\n\n# Connect to database\npsql -h localhost -U postgres -d dba_agent\"\u003e\u003cpre\u003e\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e Start PostgreSQL service (macOS)\u003c/span\u003e\nbrew services start postgresql@18\n\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e Create database\u003c/span\u003e\ncreatedb dba_agent\n\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e Check if running\u003c/span\u003e\npg_isready -h localhost -p 5432\n\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e Connect to database\u003c/span\u003e\npsql -h localhost -U postgres -d dba_agent\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eConnection Details:\u003c/strong\u003e\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eHost: \u003ccode\u003elocalhost\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003ePort: \u003ccode\u003e5432\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eDatabase: \u003ccode\u003edba_agent\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eUsername: \u003ccode\u003epostgres\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003ePassword: \u003ccode\u003epostgres\u003c/code\u003e (default)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eValkey/Redis\u003c/h3\u003e\u003ca id=\"user-content-valkeyredis\" class=\"anchor\" aria-label=\"Permalink: Valkey/Redis\" href=\"#valkeyredis\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eUsing Docker Compose:\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"# Start Valkey\ndocker compose up -d valkey\n\n# Check status\ndocker compose ps valkey\n\n# Connect to Valkey\ndocker compose exec valkey valkey-cli\"\u003e\u003cpre\u003e\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e Start Valkey\u003c/span\u003e\ndocker compose up -d valkey\n\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e Check status\u003c/span\u003e\ndocker compose ps valkey\n\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e Connect to Valkey\u003c/span\u003e\ndocker compose \u003cspan class=\"pl-c1\"\u003eexec\u003c/span\u003e valkey valkey-cli\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eUsing Local Redis:\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"# Start Redis (macOS)\nbrew services start redis\n\n# Check if running\nredis-cli ping\"\u003e\u003cpre\u003e\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e Start Redis (macOS)\u003c/span\u003e\nbrew services start redis\n\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e Check if running\u003c/span\u003e\nredis-cli ping\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eConnection Details:\u003c/strong\u003e\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eHost: \u003ccode\u003elocalhost\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003ePort: \u003ccode\u003e6379\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eBackend (Spring Boot)\u003c/h3\u003e\u003ca id=\"user-content-backend-spring-boot\" class=\"anchor\" aria-label=\"Permalink: Backend (Spring Boot)\" href=\"#backend-spring-boot\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eStart Backend:\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"cd backend\n./mvnw spring-boot:run\n# OR\nmvn spring-boot:run\"\u003e\u003cpre\u003e\u003cspan class=\"pl-c1\"\u003ecd\u003c/span\u003e backend\n./mvnw spring-boot:run\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e OR\u003c/span\u003e\nmvn spring-boot:run\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eBackend runs on:\u003c/strong\u003e \u003ccode\u003ehttp://localhost:8080/api\u003c/code\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eHealth Check:\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"curl http://localhost:8080/api/actuator/health\"\u003e\u003cpre\u003ecurl http://localhost:8080/api/actuator/health\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eLogs:\u003c/strong\u003e\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eConsole output (if run directly)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003ebackend-dev.log\u003c/code\u003e (if run in background)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eFrontend (Vite/React)\u003c/h3\u003e\u003ca id=\"user-content-frontend-vitereact\" class=\"anchor\" aria-label=\"Permalink: Frontend (Vite/React)\" href=\"#frontend-vitereact\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eStart Frontend:\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"npm install  # First time only\nnpm run dev\"\u003e\u003cpre\u003enpm install  \u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e First time only\u003c/span\u003e\nnpm run dev\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eFrontend runs on:\u003c/strong\u003e \u003ccode\u003ehttp://localhost:3000\u003c/code\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eLogs:\u003c/strong\u003e\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eConsole output (if run directly)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efrontend-dev.log\u003c/code\u003e (if run in background)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eService Dependencies\u003c/h2\u003e\u003ca id=\"user-content-service-dependencies\" class=\"anchor\" aria-label=\"Permalink: Service Dependencies\" href=\"#service-dependencies\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"Frontend (3000)\n    └──\u0026gt; Backend (8080)\n            ├──\u0026gt; PostgreSQL (5432)\n            └──\u0026gt; Valkey/Redis (6379)\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003eFrontend (3000)\n    └──\u0026gt; Backend (8080)\n            ├──\u0026gt; PostgreSQL (5432)\n            └──\u0026gt; Valkey/Redis (6379)\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eStartup Order:\u003c/strong\u003e\u003c/p\u003e\n\u003col dir=\"auto\"\u003e\n\u003cli\u003ePostgreSQL \u0026amp; Valkey (can start in parallel)\u003c/li\u003e\n\u003cli\u003eBackend (waits for PostgreSQL)\u003c/li\u003e\n\u003cli\u003eFrontend (waits for Backend)\u003c/li\u003e\n\u003c/ol\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eTroubleshooting\u003c/h2\u003e\u003ca id=\"user-content-troubleshooting\" class=\"anchor\" aria-label=\"Permalink: Troubleshooting\" href=\"#troubleshooting\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eCheck if Ports are in Use\u003c/h3\u003e\u003ca id=\"user-content-check-if-ports-are-in-use\" class=\"anchor\" aria-label=\"Permalink: Check if Ports are in Use\" href=\"#check-if-ports-are-in-use\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"# Check specific port\nlsof -i :8080\nlsof -i :3000\nlsof -i :5432\nlsof -i :6379\n\n# Kill process on port (if needed)\nlsof -ti:8080 | xargs kill -9\"\u003e\u003cpre\u003e\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e Check specific port\u003c/span\u003e\nlsof -i :8080\nlsof -i :3000\nlsof -i :5432\nlsof -i :6379\n\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e Kill process on port (if needed)\u003c/span\u003e\nlsof -ti:8080 \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e xargs \u003cspan class=\"pl-c1\"\u003ekill\u003c/span\u003e -9\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eCheck Service Logs\u003c/h3\u003e\u003ca id=\"user-content-check-service-logs\" class=\"anchor\" aria-label=\"Permalink: Check Service Logs\" href=\"#check-service-logs\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eBackend:\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"tail -f backend-dev.log\"\u003e\u003cpre\u003etail -f backend-dev.log\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eFrontend:\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"tail -f frontend-dev.log\"\u003e\u003cpre\u003etail -f frontend-dev.log\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eDocker Services:\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"docker compose logs -f postgres\ndocker compose logs -f valkey\"\u003e\u003cpre\u003edocker compose logs -f postgres\ndocker compose logs -f valkey\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eCommon Issues\u003c/h3\u003e\u003ca id=\"user-content-common-issues\" class=\"anchor\" aria-label=\"Permalink: Common Issues\" href=\"#common-issues\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003col dir=\"auto\"\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003ePort Already in Use\u003c/strong\u003e\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eUse \u003ccode\u003e./scripts/start-all.sh --restart\u003c/code\u003e to restart services\u003c/li\u003e\n\u003cli\u003eOr manually kill the process: \u003ccode\u003elsof -ti:PORT | xargs kill -9\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003ePostgreSQL Connection Failed\u003c/strong\u003e\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eEnsure PostgreSQL is running: \u003ccode\u003epg_isready -h localhost -p 5432\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eCheck Docker: \u003ccode\u003edocker compose ps\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eVerify database exists: \u003ccode\u003epsql -h localhost -U postgres -l | grep dba_agent\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eBackend Won't Start\u003c/strong\u003e\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eCheck Java version: \u003ccode\u003ejava -version\u003c/code\u003e (needs Java 17+)\u003c/li\u003e\n\u003cli\u003eCheck Maven: \u003ccode\u003emvn -version\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eCheck logs: \u003ccode\u003etail -f backend-dev.log\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eFrontend Won't Start\u003c/strong\u003e\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eInstall dependencies: \u003ccode\u003enpm install\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eCheck Node version: \u003ccode\u003enode -v\u003c/code\u003e (needs Node 18+)\u003c/li\u003e\n\u003cli\u003eCheck logs: \u003ccode\u003etail -f frontend-dev.log\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ol\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eEnvironment Variables\u003c/h2\u003e\u003ca id=\"user-content-environment-variables\" class=\"anchor\" aria-label=\"Permalink: Environment Variables\" href=\"#environment-variables\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eBackend\u003c/h3\u003e\u003ca id=\"user-content-backend\" class=\"anchor\" aria-label=\"Permalink: Backend\" href=\"#backend\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ccode\u003eDB_URL\u003c/code\u003e - Database connection URL (default: \u003ccode\u003ejdbc:postgresql://localhost:5432/dba_agent\u003c/code\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eDB_USERNAME\u003c/code\u003e - Database username (default: \u003ccode\u003epostgres\u003c/code\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eDB_PASSWORD\u003c/code\u003e - Database password (default: \u003ccode\u003epostgres\u003c/code\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eFrontend\u003c/h3\u003e\u003ca id=\"user-content-frontend\" class=\"anchor\" aria-label=\"Permalink: Frontend\" href=\"#frontend\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ccode\u003eVITE_API_URL\u003c/code\u003e - Backend API URL (default: \u003ccode\u003ehttp://localhost:8080\u003c/code\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eProduction Deployment\u003c/h2\u003e\u003ca id=\"user-content-production-deployment\" class=\"anchor\" aria-label=\"Permalink: Production Deployment\" href=\"#production-deployment\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eFor production, services should be:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eRunning as system services (systemd, launchd, etc.)\u003c/li\u003e\n\u003cli\u003eBehind a reverse proxy (nginx, Apache)\u003c/li\u003e\n\u003cli\u003eUsing environment-specific configuration files\u003c/li\u003e\n\u003cli\u003eMonitored with health checks and logging\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"auto\"\u003eSee \u003ca href=\"/DeepSQLAI/deepsql/blob/main/docs/root/SELF_HOST_GUIDE.md\"\u003eSELF_HOST_GUIDE.md\u003c/a\u003e for the Docker Compose stack:\nhost sizing, the production environment reference, TLS and reverse-proxy setup,\nhealth checks, upgrades, and backup and restore.\u003c/p\u003e\n\u003c/article\u003e","richTextTruncated":false,"renderedFileInfo":null,"symbols":{"timed_out":false,"not_analyzed":false,"symbols":[{"name":"DBA Agent Services","fully_qualified_name":"DBA Agent Services","kind":"section_1","ident_start":2,"ident_end":20,"extent_start":0,"extent_end":5019,"ident_utf16":{"start":{"line_number":0,"utf16_col":2},"end":{"line_number":0,"utf16_col":20}},"extent_utf16":{"start":{"line_number":0,"utf16_col":0},"end":{"line_number":235,"utf16_col":0}}},{"name":"Services Overview","fully_qualified_name":"Services Overview","kind":"section_2","ident_start":126,"ident_end":143,"extent_start":123,"extent_end":600,"ident_utf16":{"start":{"line_number":4,"utf16_col":3},"end":{"line_number":4,"utf16_col":20}},"extent_utf16":{"start":{"line_number":4,"utf16_col":0},"end":{"line_number":15,"utf16_col":0}}},{"name":"Quick Start Scripts","fully_qualified_name":"Quick Start Scripts","kind":"section_2","ident_start":603,"ident_end":622,"extent_start":600,"extent_end":1136,"ident_utf16":{"start":{"line_number":15,"utf16_col":3},"end":{"line_number":15,"utf16_col":22}},"extent_utf16":{"start":{"line_number":15,"utf16_col":0},"end":{"line_number":44,"utf16_col":0}}},{"name":"Check Service Status","fully_qualified_name":"Check Service Status","kind":"section_3","ident_start":628,"ident_end":648,"extent_start":624,"extent_end":752,"ident_utf16":{"start":{"line_number":17,"utf16_col":4},"end":{"line_number":17,"utf16_col":24}},"extent_utf16":{"start":{"line_number":17,"utf16_col":0},"end":{"line_number":23,"utf16_col":0}}},{"name":"Start All Services","fully_qualified_name":"Start All Services","kind":"section_3","ident_start":756,"ident_end":774,"extent_start":752,"extent_end":947,"ident_utf16":{"start":{"line_number":23,"utf16_col":4},"end":{"line_number":23,"utf16_col":22}},"extent_utf16":{"start":{"line_number":23,"utf16_col":0},"end":{"line_number":32,"utf16_col":0}}},{"name":"Restart All Services","fully_qualified_name":"Restart All Services","kind":"section_3","ident_start":951,"ident_end":971,"extent_start":947,"extent_end":1051,"ident_utf16":{"start":{"line_number":32,"utf16_col":4},"end":{"line_number":32,"utf16_col":24}},"extent_utf16":{"start":{"line_number":32,"utf16_col":0},"end":{"line_number":38,"utf16_col":0}}},{"name":"Stop All Services","fully_qualified_name":"Stop All Services","kind":"section_3","ident_start":1055,"ident_end":1072,"extent_start":1051,"extent_end":1136,"ident_utf16":{"start":{"line_number":38,"utf16_col":4},"end":{"line_number":38,"utf16_col":21}},"extent_utf16":{"start":{"line_number":38,"utf16_col":0},"end":{"line_number":44,"utf16_col":0}}},{"name":"Manual Service Management","fully_qualified_name":"Manual Service Management","kind":"section_2","ident_start":1139,"ident_end":1164,"extent_start":1136,"extent_end":2768,"ident_utf16":{"start":{"line_number":44,"utf16_col":3},"end":{"line_number":44,"utf16_col":28}},"extent_utf16":{"start":{"line_number":44,"utf16_col":0},"end":{"line_number":147,"utf16_col":0}}},{"name":"PostgreSQL","fully_qualified_name":"PostgreSQL","kind":"section_3","ident_start":1170,"ident_end":1180,"extent_start":1166,"extent_end":1814,"ident_utf16":{"start":{"line_number":46,"utf16_col":4},"end":{"line_number":46,"utf16_col":14}},"extent_utf16":{"start":{"line_number":46,"utf16_col":0},"end":{"line_number":85,"utf16_col":0}}},{"name":"Valkey/Redis","fully_qualified_name":"Valkey/Redis","kind":"section_3","ident_start":1818,"ident_end":1830,"extent_start":1814,"extent_end":2193,"ident_utf16":{"start":{"line_number":85,"utf16_col":4},"end":{"line_number":85,"utf16_col":16}},"extent_utf16":{"start":{"line_number":85,"utf16_col":0},"end":{"line_number":112,"utf16_col":0}}},{"name":"Backend (Spring Boot)","fully_qualified_name":"Backend (Spring Boot)","kind":"section_3","ident_start":2197,"ident_end":2218,"extent_start":2193,"extent_end":2528,"ident_utf16":{"start":{"line_number":112,"utf16_col":4},"end":{"line_number":112,"utf16_col":25}},"extent_utf16":{"start":{"line_number":112,"utf16_col":0},"end":{"line_number":133,"utf16_col":0}}},{"name":"Frontend (Vite/React)","fully_qualified_name":"Frontend (Vite/React)","kind":"section_3","ident_start":2532,"ident_end":2553,"extent_start":2528,"extent_end":2768,"ident_utf16":{"start":{"line_number":133,"utf16_col":4},"end":{"line_number":133,"utf16_col":25}},"extent_utf16":{"start":{"line_number":133,"utf16_col":0},"end":{"line_number":147,"utf16_col":0}}},{"name":"Service Dependencies","fully_qualified_name":"Service Dependencies","kind":"section_2","ident_start":2771,"ident_end":2791,"extent_start":2768,"extent_end":3065,"ident_utf16":{"start":{"line_number":147,"utf16_col":3},"end":{"line_number":147,"utf16_col":23}},"extent_utf16":{"start":{"line_number":147,"utf16_col":0},"end":{"line_number":161,"utf16_col":0}}},{"name":"Troubleshooting","fully_qualified_name":"Troubleshooting","kind":"section_2","ident_start":3068,"ident_end":3083,"extent_start":3065,"extent_end":4226,"ident_utf16":{"start":{"line_number":161,"utf16_col":3},"end":{"line_number":161,"utf16_col":18}},"extent_utf16":{"start":{"line_number":161,"utf16_col":0},"end":{"line_number":214,"utf16_col":0}}},{"name":"Check if Ports are in Use","fully_qualified_name":"Check if Ports are in Use","kind":"section_3","ident_start":3089,"ident_end":3114,"extent_start":3085,"extent_end":3272,"ident_utf16":{"start":{"line_number":163,"utf16_col":4},"end":{"line_number":163,"utf16_col":29}},"extent_utf16":{"start":{"line_number":163,"utf16_col":0},"end":{"line_number":175,"utf16_col":0}}},{"name":"Check Service Logs","fully_qualified_name":"Check Service Logs","kind":"section_3","ident_start":3276,"ident_end":3294,"extent_start":3272,"extent_end":3494,"ident_utf16":{"start":{"line_number":175,"utf16_col":4},"end":{"line_number":175,"utf16_col":22}},"extent_utf16":{"start":{"line_number":175,"utf16_col":0},"end":{"line_number":193,"utf16_col":0}}},{"name":"Common Issues","fully_qualified_name":"Common Issues","kind":"section_3","ident_start":3498,"ident_end":3511,"extent_start":3494,"extent_end":4226,"ident_utf16":{"start":{"line_number":193,"utf16_col":4},"end":{"line_number":193,"utf16_col":17}},"extent_utf16":{"start":{"line_number":193,"utf16_col":0},"end":{"line_number":214,"utf16_col":0}}},{"name":"Environment Variables","fully_qualified_name":"Environment Variables","kind":"section_2","ident_start":4229,"ident_end":4250,"extent_start":4226,"extent_end":4558,"ident_utf16":{"start":{"line_number":214,"utf16_col":3},"end":{"line_number":214,"utf16_col":24}},"extent_utf16":{"start":{"line_number":214,"utf16_col":0},"end":{"line_number":224,"utf16_col":0}}},{"name":"Backend","fully_qualified_name":"Backend","kind":"section_3","ident_start":4256,"ident_end":4263,"extent_start":4252,"extent_end":4474,"ident_utf16":{"start":{"line_number":216,"utf16_col":4},"end":{"line_number":216,"utf16_col":11}},"extent_utf16":{"start":{"line_number":216,"utf16_col":0},"end":{"line_number":221,"utf16_col":0}}},{"name":"Frontend","fully_qualified_name":"Frontend","kind":"section_3","ident_start":4478,"ident_end":4486,"extent_start":4474,"extent_end":4558,"ident_utf16":{"start":{"line_number":221,"utf16_col":4},"end":{"line_number":221,"utf16_col":12}},"extent_utf16":{"start":{"line_number":221,"utf16_col":0},"end":{"line_number":224,"utf16_col":0}}},{"name":"Production Deployment","fully_qualified_name":"Production Deployment","kind":"section_2","ident_start":4561,"ident_end":4582,"extent_start":4558,"extent_end":5019,"ident_utf16":{"start":{"line_number":224,"utf16_col":3},"end":{"line_number":224,"utf16_col":24}},"extent_utf16":{"start":{"line_number":224,"utf16_col":0},"end":{"line_number":235,"utf16_col":0}}}]}},"codeViewLayoutRoute":{"repo":{"id":1320308769,"defaultBranch":"main","name":"deepsql","ownerLogin":"DeepSQLAI","currentUserCanPush":false,"isFork":false,"isEmpty":false,"createdAt":"2026-08-02T15:21:36.000Z","ownerAvatar":"https://avatars.githubusercontent.com/u/252245891?v=4","public":true,"private":false,"isOrgOwned":true,"isArchived":false},"currentUser":null,"uploadToken":"90IA1vLnrjYte7JjqEAehZwzPAubd8xVwiVtID9wEjmVR1z_uI9gLVGXmGVFbwG24_hack9CviCIARCOnAG0eg","allShortcutsEnabled":false,"treeExpanded":true,"path":"docs/SERVICES.md","symbolsExpanded":false,"refInfo":{"name":"main","listCacheKey":"v0:1789619089.0","canEdit":false,"currentOid":"8b391c7bad4832ae51e7bc6c5b40598cb9fcc688"},"helpUrl":"https://docs.github.com","githubDevUrl":null},"codeViewFileTreeLayoutRoute":{"fileTree":{"docs":{"items":[{"name":"assets","path":"docs/assets","contentType":"directory"},{"name":"oss-ux","path":"docs/oss-ux","contentType":"directory"},{"name":"public","path":"docs/public","contentType":"directory"},{"name":"releases","path":"docs/releases","contentType":"directory"},{"name":"root","path":"docs/root","contentType":"directory"},{"name":"security","path":"docs/security","contentType":"directory"},{"name":"superpowers","path":"docs/superpowers","contentType":"directory"},{"name":"API_CLIENT_USAGE.md","path":"docs/API_CLIENT_USAGE.md","contentType":"file"},{"name":"AZURE-AI-SEARCH.md","path":"docs/AZURE-AI-SEARCH.md","contentType":"file"},{"name":"BI_DASHBOARDS_PLAN.md","path":"docs/BI_DASHBOARDS_PLAN.md","contentType":"file"},{"name":"BRAIN-design.md","path":"docs/BRAIN-design.md","contentType":"file"},{"name":"BRAIN_2.0_IMPLEMENTATION_PLAN.md","path":"docs/BRAIN_2.0_IMPLEMENTATION_PLAN.md","contentType":"file"},{"name":"CHAT_MEMORY_AND_GUARDRAILS.md","path":"docs/CHAT_MEMORY_AND_GUARDRAILS.md","contentType":"file"},{"name":"DATABASE_ADVISOR.md","path":"docs/DATABASE_ADVISOR.md","contentType":"file"},{"name":"DATABASE_ADVISOR_UI.md","path":"docs/DATABASE_ADVISOR_UI.md","contentType":"file"},{"name":"DESIGN.md","path":"docs/DESIGN.md","contentType":"file"},{"name":"DIGEST_PREFERENCES.md","path":"docs/DIGEST_PREFERENCES.md","contentType":"file"},{"name":"EXPLAIN_HISTORY_FEATURE.md","path":"docs/EXPLAIN_HISTORY_FEATURE.md","contentType":"file"},{"name":"GOOGLE_SSO_SETUP.md","path":"docs/GOOGLE_SSO_SETUP.md","contentType":"file"},{"name":"LOGGING-GUIDE.md","path":"docs/LOGGING-GUIDE.md","contentType":"file"},{"name":"PERFORMANCE_FEATURES_PLAN.md","path":"docs/PERFORMANCE_FEATURES_PLAN.md","contentType":"file"},{"name":"PERFORMANCE_UI_BUGFIXES.md","path":"docs/PERFORMANCE_UI_BUGFIXES.md","contentType":"file"},{"name":"PERFORMANCE_UI_IMPLEMENTATION.md","path":"docs/PERFORMANCE_UI_IMPLEMENTATION.md","contentType":"file"},{"name":"QUICKSTART.md","path":"docs/QUICKSTART.md","contentType":"file"},{"name":"RAG_SETUP.md","path":"docs/RAG_SETUP.md","contentType":"file"},{"name":"RAG_TRAINING.md","path":"docs/RAG_TRAINING.md","contentType":"file"},{"name":"RBAC_USAGE_GUIDE.md","path":"docs/RBAC_USAGE_GUIDE.md","contentType":"file"},{"name":"README.md","path":"docs/README.md","contentType":"file"},{"name":"SERVICES.md","path":"docs/SERVICES.md","contentType":"file"},{"name":"SETUP.md","path":"docs/SETUP.md","contentType":"file"},{"name":"SPRING_AI_MIGRATION_PLAN.md","path":"docs/SPRING_AI_MIGRATION_PLAN.md","contentType":"file"},{"name":"TOOL_AWARE_CHAT_MEMORY.md","path":"docs/TOOL_AWARE_CHAT_MEMORY.md","contentType":"file"}],"totalCount":32},"":{"items":[{"name":".github","path":".github","contentType":"directory"},{"name":"agent","path":"agent","contentType":"directory"},{"name":"backend","path":"backend","contentType":"directory"},{"name":"desktop","path":"desktop","contentType":"directory"},{"name":"docker","path":"docker","contentType":"directory"},{"name":"docs","path":"docs","contentType":"directory"},{"name":"mcp","path":"mcp","contentType":"directory"},{"name":"public","path":"public","contentType":"directory"},{"name":"scripts","path":"scripts","contentType":"directory"},{"name":"src","path":"src","contentType":"directory"},{"name":".dockerignore","path":".dockerignore","contentType":"file"},{"name":".env.example","path":".env.example","contentType":"file"},{"name":".gitignore","path":".gitignore","contentType":"file"},{"name":"AGENTS.md","path":"AGENTS.md","contentType":"file"},{"name":"CHANGELOG.md","path":"CHANGELOG.md","contentType":"file"},{"name":"CLAUDE.md","path":"CLAUDE.md","contentType":"file"},{"name":"Dockerfile","path":"Dockerfile","contentType":"file"},{"name":"LICENSE","path":"LICENSE","contentType":"file"},{"name":"README.md","path":"README.md","contentType":"file"},{"name":"SECURITY.md","path":"SECURITY.md","contentType":"file"},{"name":"docker-compose.yml","path":"docker-compose.yml","contentType":"file"},{"name":"eslint.config.js","path":"eslint.config.js","contentType":"file"},{"name":"index.html","path":"index.html","contentType":"file"},{"name":"jsconfig.json","path":"jsconfig.json","contentType":"file"},{"name":"nginx-production.conf","path":"nginx-production.conf","contentType":"file"},{"name":"package-lock.json","path":"package-lock.json","contentType":"file"},{"name":"package.json","path":"package.json","contentType":"file"},{"name":"postcss.config.js","path":"postcss.config.js","contentType":"file"},{"name":"setup_permissions.sql","path":"setup_permissions.sql","contentType":"file"},{"name":"test-browser.js","path":"test-browser.js","contentType":"file"},{"name":"vite.config.js","path":"vite.config.js","contentType":"file"}],"totalCount":31}},"fileTreeProcessingTime":96.85263400000001,"foldersToFetch":[]},"codeViewBlobLayoutRoute":{"codeLineWrapEnabled":false,"refInfo":{"name":"main","listCacheKey":"v0:1789619089.0","canEdit":false,"refType":"branch","currentOid":"8b391c7bad4832ae51e7bc6c5b40598cb9fcc688","canEditOnDefaultBranch":false,"fileExistsOnDefault":true},"path":"docs/SERVICES.md","blob":{"copilotSWEAgentEnabled":false,"dependabotInfo":{"showConfigurationBanner":false,"configFilePath":null,"networkDependabotPath":"/DeepSQLAI/deepsql/network/updates","dismissConfigurationNoticePath":"/settings/dismiss-notice/dependabot_configuration_notice","configurationNoticeDismissed":null},"displayName":"SERVICES.md","displayUrl":"https://github.com/DeepSQLAI/deepsql/blob/main/docs/SERVICES.md?raw=true","headerInfo":{"blobSize":"4.9 KB","deleteTooltip":"You must be signed in to make or propose changes","editTooltip":"You must be signed in to make or propose changes","ghDesktopPath":"https://desktop.github.com","isGitLfs":false,"onBranch":true,"shortPath":"3c158bf","siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2FDeepSQLAI%2Fdeepsql%2Fblob%2Fmain%2Fdocs%2FSERVICES.md","isCSV":false,"isRichtext":true,"lineInfo":{"truncatedLoc":"235","truncatedSloc":"178"},"mode":"file"},"image":false,"isCodeownersFile":null,"isPlain":false,"isValidLegacyIssueTemplate":false,"isIssueTemplate":false,"isDiscussionTemplate":false,"language":"Markdown","languageID":222,"large":false,"planSupportInfo":{"repoIsFork":null,"repoOwnedByCurrentUser":null,"requestFullPath":"/DeepSQLAI/deepsql/blob/main/docs/SERVICES.md","showFreeOrgGatedFeatureMessage":null,"showPlanSupportBanner":null,"upgradeDataAttributes":null,"upgradePath":null},"publishBannersInfo":{"dismissActionNoticePath":"/settings/dismiss-notice/publish_action_from_dockerfile","releasePath":"/DeepSQLAI/deepsql/releases/new?marketplace=true","showPublishActionBanner":false},"rawBlobUrl":"https://github.com/DeepSQLAI/deepsql/raw/refs/heads/main/docs/SERVICES.md","renderImageOrRaw":false,"shortPath":null,"symbolsEnabled":true,"tabSize":4,"topBannersInfo":{"overridingGlobalFundingFile":false,"globalPreferredFundingPath":null,"showInvalidCitationWarning":false,"citationHelpUrl":"https://docs.github.com/github/creating-cloning-and-archiving-repositories/creating-a-repository-on-github/about-citation-files","actionsOnboardingTip":null},"truncated":false,"viewable":true,"workflowRedirectUrl":null},"copilotInfo":null,"copilotAccessAllowed":false,"copilotSpacesEnabled":false,"modelsAccessAllowed":false,"modelsRepoIntegrationEnabled":false,"isMarketplaceEnabled":true},"codeViewBlobLayoutRoute.StyledBlob":{"rawLines":["# DBA Agent Services","","This document describes all services required for the DBA Agent application and how to manage them.","","## Services Overview","","The DBA Agent application requires the following services:","","| Service | Port | Purpose | Technology |","|---------|------|---------|------------|","| **PostgreSQL** | 5432 | Backend database (stores connection configs, users, etc.) | Docker/PostgreSQL 18.1 |","| **Valkey/Redis** | 6379 | Cache layer | Docker/Valkey 9.0.1 |","| **Backend** | 8080 | Spring Boot API server | Java/Spring Boot |","| **Frontend** | 3000 | React/Vite web application | Node.js/Vite |","","## Quick Start Scripts","","### Check Service Status","```bash","./scripts/check-services.sh","```","Checks if all services are running and displays their status.","","### Start All Services","```bash","./scripts/start-all.sh","```","Starts all services in the correct order:","1. PostgreSQL \u0026 Valkey (via Docker Compose)","2. Backend (Spring Boot)","3. Frontend (Vite/React)","","### Restart All Services","```bash","./scripts/start-all.sh --restart","```","Stops and restarts all services.","","### Stop All Services","```bash","./scripts/stop-all.sh","```","Stops all running services.","","## Manual Service Management","","### PostgreSQL","","**Using Docker Compose (Recommended):**","```bash","# Start PostgreSQL","docker compose up -d postgres","","# Check status","docker compose ps","","# View logs","docker compose logs postgres","","# Stop PostgreSQL","docker compose stop postgres","```","","**Using Local PostgreSQL:**","```bash","# Start PostgreSQL service (macOS)","brew services start postgresql@18","","# Create database","createdb dba_agent","","# Check if running","pg_isready -h localhost -p 5432","","# Connect to database","psql -h localhost -U postgres -d dba_agent","```","","**Connection Details:**","- Host: `localhost`","- Port: `5432`","- Database: `dba_agent`","- Username: `postgres`","- Password: `postgres` (default)","","### Valkey/Redis","","**Using Docker Compose:**","```bash","# Start Valkey","docker compose up -d valkey","","# Check status","docker compose ps valkey","","# Connect to Valkey","docker compose exec valkey valkey-cli","```","","**Using Local Redis:**","```bash","# Start Redis (macOS)","brew services start redis","","# Check if running","redis-cli ping","```","","**Connection Details:**","- Host: `localhost`","- Port: `6379`","","### Backend (Spring Boot)","","**Start Backend:**","```bash","cd backend","./mvnw spring-boot:run","# OR","mvn spring-boot:run","```","","**Backend runs on:** `http://localhost:8080/api`","","**Health Check:**","```bash","curl http://localhost:8080/api/actuator/health","```","","**Logs:**","- Console output (if run directly)","- `backend-dev.log` (if run in background)","","### Frontend (Vite/React)","","**Start Frontend:**","```bash","npm install  # First time only","npm run dev","```","","**Frontend runs on:** `http://localhost:3000`","","**Logs:**","- Console output (if run directly)","- `frontend-dev.log` (if run in background)","","## Service Dependencies","","```","Frontend (3000)","    └──\u003e Backend (8080)","            ├──\u003e PostgreSQL (5432)","            └──\u003e Valkey/Redis (6379)","```","","**Startup Order:**","1. PostgreSQL \u0026 Valkey (can start in parallel)","2. Backend (waits for PostgreSQL)","3. Frontend (waits for Backend)","","## Troubleshooting","","### Check if Ports are in Use","```bash","# Check specific port","lsof -i :8080","lsof -i :3000","lsof -i :5432","lsof -i :6379","","# Kill process on port (if needed)","lsof -ti:8080 | xargs kill -9","```","","### Check Service Logs","","**Backend:**","```bash","tail -f backend-dev.log","```","","**Frontend:**","```bash","tail -f frontend-dev.log","```","","**Docker Services:**","```bash","docker compose logs -f postgres","docker compose logs -f valkey","```","","### Common Issues","","1. **Port Already in Use**","   - Use `./scripts/start-all.sh --restart` to restart services","   - Or manually kill the process: `lsof -ti:PORT | xargs kill -9`","","2. **PostgreSQL Connection Failed**","   - Ensure PostgreSQL is running: `pg_isready -h localhost -p 5432`","   - Check Docker: `docker compose ps`","   - Verify database exists: `psql -h localhost -U postgres -l | grep dba_agent`","","3. **Backend Won't Start**","   - Check Java version: `java -version` (needs Java 17+)","   - Check Maven: `mvn -version`","   - Check logs: `tail -f backend-dev.log`","","4. **Frontend Won't Start**","   - Install dependencies: `npm install`","   - Check Node version: `node -v` (needs Node 18+)","   - Check logs: `tail -f frontend-dev.log`","","## Environment Variables","","### Backend","- `DB_URL` - Database connection URL (default: `jdbc:postgresql://localhost:5432/dba_agent`)","- `DB_USERNAME` - Database username (default: `postgres`)","- `DB_PASSWORD` - Database password (default: `postgres`)","","### Frontend","- `VITE_API_URL` - Backend API URL (default: `http://localhost:8080`)","","## Production Deployment","","For production, services should be:","- Running as system services (systemd, launchd, etc.)","- Behind a reverse proxy (nginx, Apache)","- Using environment-specific configuration files","- Monitored with health checks and logging","","See [SELF_HOST_GUIDE.md](./root/SELF_HOST_GUIDE.md) for the Docker Compose stack:","host sizing, the production environment reference, TLS and reverse-proxy setup,","health checks, upgrades, and backup and restore."],"stylingDirectives":[[[0,20,"pl-mh"],[2,20,"pl-en"]],[],[],[],[[0,20,"pl-mh"],[3,20,"pl-en"]],[],[],[],[[0,1,"pl-ml"],[10,11,"pl-ml"],[17,18,"pl-ml"],[27,28,"pl-ml"],[40,41,"pl-ml"]],[[0,1,"pl-ml"],[10,11,"pl-ml"],[17,18,"pl-ml"],[27,28,"pl-ml"],[40,41,"pl-ml"]],[[0,1,"pl-ml"],[2,4,"pl-s"],[14,16,"pl-s"],[17,18,"pl-ml"],[24,25,"pl-ml"],[84,85,"pl-ml"],[109,110,"pl-ml"]],[[0,1,"pl-ml"],[2,4,"pl-s"],[16,18,"pl-s"],[19,20,"pl-ml"],[26,27,"pl-ml"],[40,41,"pl-ml"],[62,63,"pl-ml"]],[[0,1,"pl-ml"],[2,4,"pl-s"],[11,13,"pl-s"],[14,15,"pl-ml"],[21,22,"pl-ml"],[46,47,"pl-ml"],[65,66,"pl-ml"]],[[0,1,"pl-ml"],[2,4,"pl-s"],[12,14,"pl-s"],[15,16,"pl-ml"],[22,23,"pl-ml"],[51,52,"pl-ml"],[66,67,"pl-ml"]],[],[[0,22,"pl-mh"],[3,22,"pl-en"]],[],[[0,24,"pl-mh"],[4,24,"pl-en"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[],[[0,3,"pl-s"]],[],[],[[0,22,"pl-mh"],[4,22,"pl-en"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[],[[0,3,"pl-s"]],[],[[0,1,"pl-s"],[1,2,"pl-v"]],[[0,1,"pl-s"],[1,2,"pl-v"]],[[0,1,"pl-s"],[1,2,"pl-v"]],[],[[0,24,"pl-mh"],[4,24,"pl-en"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[],[[0,3,"pl-s"]],[],[],[[0,21,"pl-mh"],[4,21,"pl-en"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[],[[0,3,"pl-s"]],[],[],[[0,28,"pl-mh"],[3,28,"pl-en"]],[],[[0,14,"pl-mh"],[4,14,"pl-en"]],[],[[0,2,"pl-s"],[37,39,"pl-s"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[[0,18,"pl-c"],[0,1,"pl-c"]],[],[],[[0,14,"pl-c"],[0,1,"pl-c"]],[],[],[[0,11,"pl-c"],[0,1,"pl-c"]],[],[],[[0,17,"pl-c"],[0,1,"pl-c"]],[],[[0,3,"pl-s"]],[],[[0,2,"pl-s"],[25,27,"pl-s"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[[0,34,"pl-c"],[0,1,"pl-c"]],[],[],[[0,17,"pl-c"],[0,1,"pl-c"]],[],[],[[0,18,"pl-c"],[0,1,"pl-c"]],[],[],[[0,21,"pl-c"],[0,1,"pl-c"]],[],[[0,3,"pl-s"]],[],[[0,2,"pl-s"],[21,23,"pl-s"]],[[0,1,"pl-v"],[8,9,"pl-s"],[9,18,"pl-c1"],[18,19,"pl-s"]],[[0,1,"pl-v"],[8,9,"pl-s"],[9,13,"pl-c1"],[13,14,"pl-s"]],[[0,1,"pl-v"],[12,13,"pl-s"],[13,22,"pl-c1"],[22,23,"pl-s"]],[[0,1,"pl-v"],[12,13,"pl-s"],[13,21,"pl-c1"],[21,22,"pl-s"]],[[0,1,"pl-v"],[12,13,"pl-s"],[13,21,"pl-c1"],[21,22,"pl-s"]],[],[[0,16,"pl-mh"],[4,16,"pl-en"]],[],[[0,2,"pl-s"],[23,25,"pl-s"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[[0,14,"pl-c"],[0,1,"pl-c"]],[],[],[[0,14,"pl-c"],[0,1,"pl-c"]],[],[],[[0,19,"pl-c"],[0,1,"pl-c"]],[[15,19,"pl-c1"]],[[0,3,"pl-s"]],[],[[0,2,"pl-s"],[20,22,"pl-s"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[[0,21,"pl-c"],[0,1,"pl-c"]],[],[],[[0,18,"pl-c"],[0,1,"pl-c"]],[],[[0,3,"pl-s"]],[],[[0,2,"pl-s"],[21,23,"pl-s"]],[[0,1,"pl-v"],[8,9,"pl-s"],[9,18,"pl-c1"],[18,19,"pl-s"]],[[0,1,"pl-v"],[8,9,"pl-s"],[9,13,"pl-c1"],[13,14,"pl-s"]],[],[[0,25,"pl-mh"],[4,25,"pl-en"]],[],[[0,2,"pl-s"],[16,18,"pl-s"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[[0,2,"pl-c1"]],[],[[0,4,"pl-c"],[0,1,"pl-c"]],[],[[0,3,"pl-s"]],[],[[0,2,"pl-s"],[18,20,"pl-s"],[21,22,"pl-s"],[22,47,"pl-c1"],[47,48,"pl-s"]],[],[[0,2,"pl-s"],[15,17,"pl-s"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[],[[0,3,"pl-s"]],[],[[0,2,"pl-s"],[7,9,"pl-s"]],[[0,1,"pl-v"]],[[0,1,"pl-v"],[2,3,"pl-s"],[3,18,"pl-c1"],[18,19,"pl-s"]],[],[[0,25,"pl-mh"],[4,25,"pl-en"]],[],[[0,2,"pl-s"],[17,19,"pl-s"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[[13,30,"pl-c"],[13,14,"pl-c"]],[],[[0,3,"pl-s"]],[],[[0,2,"pl-s"],[19,21,"pl-s"],[22,23,"pl-s"],[23,44,"pl-c1"],[44,45,"pl-s"]],[],[[0,2,"pl-s"],[7,9,"pl-s"]],[[0,1,"pl-v"]],[[0,1,"pl-v"],[2,3,"pl-s"],[3,19,"pl-c1"],[19,20,"pl-s"]],[],[[0,23,"pl-mh"],[3,23,"pl-en"]],[],[[0,3,"pl-s"],[3,3,"pl-c1"]],[[0,15,"pl-c1"]],[[0,23,"pl-c1"]],[[0,34,"pl-c1"]],[[0,36,"pl-c1"]],[[0,0,"pl-c1"],[0,3,"pl-s"]],[],[[0,2,"pl-s"],[16,18,"pl-s"]],[[0,1,"pl-s"],[1,2,"pl-v"]],[[0,1,"pl-s"],[1,2,"pl-v"]],[[0,1,"pl-s"],[1,2,"pl-v"]],[],[[0,18,"pl-mh"],[3,18,"pl-en"]],[],[[0,29,"pl-mh"],[4,29,"pl-en"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[[0,21,"pl-c"],[0,1,"pl-c"]],[],[],[],[],[],[[0,34,"pl-c"],[0,1,"pl-c"]],[[14,15,"pl-k"],[22,26,"pl-c1"]],[[0,3,"pl-s"]],[],[[0,22,"pl-mh"],[4,22,"pl-en"]],[],[[0,2,"pl-s"],[10,12,"pl-s"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[],[[0,3,"pl-s"]],[],[[0,2,"pl-s"],[11,13,"pl-s"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[],[[0,3,"pl-s"]],[],[[0,2,"pl-s"],[18,20,"pl-s"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[],[],[[0,3,"pl-s"]],[],[[0,17,"pl-mh"],[4,17,"pl-en"]],[],[[0,1,"pl-s"],[1,2,"pl-v"],[3,5,"pl-s"],[24,26,"pl-s"]],[[3,4,"pl-v"],[9,10,"pl-s"],[10,42,"pl-c1"],[42,43,"pl-s"]],[[3,4,"pl-v"],[35,36,"pl-s"],[36,65,"pl-c1"],[65,66,"pl-s"]],[],[[0,1,"pl-s"],[1,2,"pl-v"],[3,5,"pl-s"],[33,35,"pl-s"]],[[3,4,"pl-v"],[35,36,"pl-s"],[36,67,"pl-c1"],[67,68,"pl-s"]],[[3,4,"pl-v"],[19,20,"pl-s"],[20,37,"pl-c1"],[37,38,"pl-s"]],[[3,4,"pl-v"],[29,30,"pl-s"],[30,79,"pl-c1"],[79,80,"pl-s"]],[],[[0,1,"pl-s"],[1,2,"pl-v"],[3,5,"pl-s"],[24,26,"pl-s"]],[[3,4,"pl-v"],[25,26,"pl-s"],[26,39,"pl-c1"],[39,40,"pl-s"]],[[3,4,"pl-v"],[18,19,"pl-s"],[19,31,"pl-c1"],[31,32,"pl-s"]],[[3,4,"pl-v"],[17,18,"pl-s"],[18,41,"pl-c1"],[41,42,"pl-s"]],[],[[0,1,"pl-s"],[1,2,"pl-v"],[3,5,"pl-s"],[25,27,"pl-s"]],[[3,4,"pl-v"],[27,28,"pl-s"],[28,39,"pl-c1"],[39,40,"pl-s"]],[[3,4,"pl-v"],[25,26,"pl-s"],[26,33,"pl-c1"],[33,34,"pl-s"]],[[3,4,"pl-v"],[17,18,"pl-s"],[18,42,"pl-c1"],[42,43,"pl-s"]],[],[[0,24,"pl-mh"],[3,24,"pl-en"]],[],[[0,11,"pl-mh"],[4,11,"pl-en"]],[[0,1,"pl-v"],[2,3,"pl-s"],[3,9,"pl-c1"],[9,10,"pl-s"],[47,48,"pl-s"],[48,90,"pl-c1"],[90,91,"pl-s"]],[[0,1,"pl-v"],[2,3,"pl-s"],[3,14,"pl-c1"],[14,15,"pl-s"],[46,47,"pl-s"],[47,55,"pl-c1"],[55,56,"pl-s"]],[[0,1,"pl-v"],[2,3,"pl-s"],[3,14,"pl-c1"],[14,15,"pl-s"],[46,47,"pl-s"],[47,55,"pl-c1"],[55,56,"pl-s"]],[],[[0,12,"pl-mh"],[4,12,"pl-en"]],[[0,1,"pl-v"],[2,3,"pl-s"],[3,15,"pl-c1"],[15,16,"pl-s"],[45,46,"pl-s"],[46,67,"pl-c1"],[67,68,"pl-s"]],[],[[0,24,"pl-mh"],[3,24,"pl-en"]],[],[],[[0,1,"pl-v"]],[[0,1,"pl-v"]],[[0,1,"pl-v"]],[[0,1,"pl-v"]],[],[[4,5,"pl-s"],[23,24,"pl-s"],[24,25,"pl-s"],[25,50,"pl-corl"],[50,51,"pl-s"]],[],[]],"colorizedLines":null}},"title":"deepsql/docs/SERVICES.md at main · DeepSQLAI/deepsql","appPayload":{},"meta":{"title":"deepsql/docs/SERVICES.md at main · DeepSQLAI/deepsql"}}</script>
  <div data-target="react-app.reactRoot"><meta name="github-code-view-meta-stats" id="github-code-view-meta-stats" data-hydrostats="publish"/> <!-- --> <a hidden="" id="code-view-repo-link" href="/DeepSQLAI/deepsql" data-discover="true"></a> <div class="d-none"></div><div><div style="--spacing:var(--spacing-none)" class="prc-PageLayout-PageLayoutRoot--KH-d" data-component="SplitPageLayout" data-has-sidebar="true"><div class="prc-PageLayout-SidebarWrapper-kLG4B CopilotSidePanelSidebar-module__SidePanel__L3O0C CopilotSidePanelSidebar-module__HiddenSidePanel__TBRGn" style="--spacing-column:var(--spacing-none)" data-is-hidden="false" data-position="end" data-sticky="true" data-responsive-variant="fullscreen"><div class="prc-PageLayout-VerticalDivider-9QRmK prc-PageLayout-SidebarVerticalDivider-0Rl0V" data-component="PageLayout.VerticalDivider" data-variant="line" data-position="end" style="--spacing:var(--spacing-none)"><div class="prc-PageLayout-DraggableHandle-9s6B4" data-component="PageLayout.DragHandle" role="slider" aria-label="Draggable pane splitter" aria-valuemin="450" aria-valuemax="768" aria-valuenow="544" aria-valuetext="Pane width 544 pixels" tabindex="0"></div></div><div class="prc-PageLayout-Sidebar-iciWg" data-component="SplitPageLayout.Sidebar" data-resizable="true" style="--spacing:var(--spacing-normal);--pane-min-width:450px;--pane-max-width:768px;--pane-width-custom:544px;--pane-width-size:var(--pane-width-custom);--pane-width:544px"><div class="height-full" data-testid="copilot-code-view-side-panel"><div id="copilot-side-panel-content" class="height-full"></div></div></div></div><div class="prc-PageLayout-PageLayoutWrapper-2BhU2" data-width="full"><div class="prc-PageLayout-PageLayoutContent-BneH9"><div id="repos-file-tree-sidebar" class="CodeViewFileTreeLayout-module__sidebar__n_Aau" tabindex="0"><div class="prc-PageLayout-PaneWrapper-pHPop ReposFileTreePane-module__Pane__rBZpI ReposFileTreePane-module__HideTree__AYZnm ReposFileTreePane-module__HidePane__VHAVt" style="--offset-header:0px;--spacing-row:var(--spacing-none);--spacing-column:var(--spacing-none)" data-is-hidden="false" data-position="start" data-sticky="true"><div class="prc-PageLayout-HorizontalDivider-JLVqp prc-PageLayout-PaneHorizontalDivider-9tbnE" data-component="PageLayout.HorizontalDivider" data-variant-regular="none" data-variant-narrow="none" data-position="start" style="--spacing-divider:var(--spacing-none);--spacing:var(--spacing-none)"></div><div class="prc-PageLayout-Pane-AyzHK" data-component="SplitPageLayout.Pane" data-resizable="true" style="--spacing:var(--spacing-none);--pane-min-width:256px;--pane-max-width:calc(100vw - var(--pane-max-width-diff));--pane-width-size:var(--pane-width-large);--pane-width:320px"></div><div class="prc-PageLayout-VerticalDivider-9QRmK prc-PageLayout-PaneVerticalDivider-le57g" data-component="PageLayout.VerticalDivider" data-variant-narrow="none" data-variant-regular="line" data-variant-wide="line" data-position="start" style="--spacing:var(--spacing-none)"><div class="prc-PageLayout-DraggableHandle-9s6B4" data-component="PageLayout.DragHandle" role="slider" aria-label="Draggable pane splitter" aria-valuemin="256" aria-valuemax="600" aria-valuenow="320" aria-valuetext="Pane width 320 pixels" tabindex="0"></div></div></div></div><div data-component="SplitPageLayout.Content" class="prc-PageLayout-ContentWrapper-gR9eG"><div class="prc-PageLayout-Content-xWL-A" data-width="full" style="--spacing:var(--spacing-none)"><div class="SharedPageLayout-module__content__IwGAp" data-selector="repos-split-pane-content" id="repos-split-pane-content" tabindex="0"> <!-- --> <div class="container CodeViewHeader-module__Box__JkPOb"><div class="CodeViewHeader-module__StickyHeader__Qn7UN" id="StickyHeader"><div class="CodeViewHeader-module__Box_1__SbNDV"><div class="CodeViewHeader-module__Box_2__TB46f"><div class="react-code-view-header-wrap--narrow CodeViewHeader-module__Box_3__q1zUL"><div class="CodeViewHeader-module__treeToggleWrapper__RQ__9"><h2 class="use-tree-pane-module__Heading__s4QbZ prc-Heading-Heading-MtWFE" data-component="Heading"><button data-component="Button" type="button" aria-label="Expand file tree" data-testid="expand-file-tree-button-mobile" class="prc-Button-ButtonBase-9n-Xk ExpandFileTreeButton-module__Button_1__Svs95" data-loading="false" data-size="medium" data-variant="invisible"><span data-component="buttonContent" data-align="center" class="prc-Button-ButtonContent-Iohp5"><span data-component="leadingVisual" class="prc-Button-Visual-YNt2F prc-Button-LeadingVisual-UySKu prc-Button-VisualWrap-E4cnq"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-arrow-left" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M7.78 12.53a.75.75 0 0 1-1.06 0L2.47 8.28a.75.75 0 0 1 0-1.06l4.25-4.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L4.81 7h7.44a.75.75 0 0 1 0 1.5H4.81l2.97 2.97a.75.75 0 0 1 0 1.06Z"></path></svg></span><span data-component="text" class="prc-Button-Label-FWkx3">Files</span></span></button><button data-component="IconButton" type="button" data-testid="expand-file-tree-button" aria-controls="repos-file-tree" class="prc-Button-ButtonBase-9n-Xk position-relative ExpandFileTreeButton-module__expandButton__hDOcv ExpandFileTreeButton-module__filesButtonBreakpoint__zEvz3 fgColor-muted prc-Button-IconButton-fyge7" data-loading="false" data-no-visuals="true" data-size="medium" data-variant="invisible" aria-labelledby="_R_4lla9lik5_"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-sidebar-collapse" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M6.823 7.823a.25.25 0 0 1 0 .354l-2.396 2.396A.25.25 0 0 1 4 10.396V5.604a.25.25 0 0 1 .427-.177Z"></path><path d="M1.75 0h12.5C15.216 0 16 .784 16 1.75v12.5A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25V1.75C0 .784.784 0 1.75 0ZM1.5 1.75v12.5c0 .138.112.25.25.25H9.5v-13H1.75a.25.25 0 0 0-.25.25ZM11 14.5h3.25a.25.25 0 0 0 .25-.25V1.75a.25.25 0 0 0-.25-.25H11Z"></path></svg></button><span class="prc-TooltipV2-Tooltip-tLeuB" data-direction="se" data-component="Tooltip" aria-hidden="true" id="_R_4lla9lik5_">Expand file tree</span><div class="d-none"></div></h2></div><div class="react-code-view-header-mb--narrow mr-2"><button data-component="Button" type="button" aria-haspopup="true" aria-expanded="false" tabindex="0" aria-label="main branch" data-testid="anchor-button" data-icv-name="Switch branches/tags" class="prc-Button-ButtonBase-9n-Xk ref-selector-class RefSelectorAnchoredOverlay-module__RefSelectorOverlayBtn__a3WK3" data-loading="false" data-size="medium" data-variant="default" id="ref-picker-repos-header-ref-selector-wide"><span data-component="buttonContent" data-align="center" class="prc-Button-ButtonContent-Iohp5"><span data-component="leadingVisual" class="prc-Button-Visual-YNt2F prc-Button-LeadingVisual-UySKu prc-Button-VisualWrap-E4cnq"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-git-branch" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M9.5 3.25a2.25 2.25 0 1 1 3 2.122V6A2.5 2.5 0 0 1 10 8.5H6a1 1 0 0 0-1 1v1.128a2.251 2.251 0 1 1-1.5 0V5.372a2.25 2.25 0 1 1 1.5 0v1.836A2.493 2.493 0 0 1 6 7h4a1 1 0 0 0 1-1v-.628A2.25 2.25 0 0 1 9.5 3.25Zm-6 0a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Zm8.25-.75a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5ZM4.25 12a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Z"></path></svg></span><span data-component="text" class="prc-Button-Label-FWkx3"><div class="RefSelectorAnchoredOverlay-module__RefSelectorOverlayContainer__yaf4p"><div style="max-width:125px" class="ref-selector-button-text-container RefSelectorAnchoredOverlay-module__RefSelectorBtnTextContainer__Di3rk"><span class="RefSelectorAnchoredOverlay-module__RefSelectorText__w_fmP">main</span></div></div></span><span data-component="trailingVisual" class="prc-Button-Visual-YNt2F prc-Button-VisualWrap-E4cnq"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-triangle-down" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path></svg></span></span></button><div class="d-none"></div></div><div class="react-code-view-header-mb--narrow CodeViewHeader-module__Box_5__MQ0hL"><div class="Breadcrumb-module__container__Vxvev Breadcrumb-module__lg__Rjz0A"><nav data-testid="breadcrumbs" aria-labelledby="repos-header-breadcrumb-heading" id="repos-header-breadcrumb" class="Breadcrumb-module__nav__rQFDj"><h2 class="sr-only ScreenReaderHeading-module__userSelectNone__rwWIk prc-Heading-Heading-MtWFE" data-component="Heading" data-testid="screen-reader-heading" id="repos-header-breadcrumb-heading">Breadcrumbs</h2><ol class="Breadcrumb-module__list__ZH6zr"><li class="Breadcrumb-module__listItem__Ib0x_"><a class="Breadcrumb-module__repoLink__O2Nbs prc-Link-Link-9ZwDx" data-component="Link" data-testid="breadcrumbs-repo-link" href="/DeepSQLAI/deepsql/tree/main" data-discover="true">deepsql</a></li><li class="Breadcrumb-module__listItem__Ib0x_"><span class="Breadcrumb-module__separator__eNwsI Breadcrumb-module__lg__Rjz0A" aria-hidden="true">/</span><a class="Breadcrumb-module__directoryLink__kQy_t prc-Link-Link-9ZwDx" data-component="Link" href="/DeepSQLAI/deepsql/tree/main/docs" data-discover="true">docs</a></li></ol></nav><div data-testid="breadcrumbs-filename" class="Breadcrumb-module__filename__equZR"><span class="Breadcrumb-module__separator__eNwsI Breadcrumb-module__lg__Rjz0A" aria-hidden="true">/</span><h1 class="Breadcrumb-module__filenameHeading__MNMtw Breadcrumb-module__lg__Rjz0A prc-Heading-Heading-MtWFE" data-component="Heading" tabindex="-1" id="file-name-id">SERVICES.md</h1></div><button data-component="IconButton" type="button" class="prc-Button-ButtonBase-9n-Xk ml-2 prc-Button-IconButton-fyge7" data-loading="false" data-no-visuals="true" data-size="small" data-variant="invisible" aria-labelledby="_R_7lla9lik5_"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-copy" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path></svg></button><span class="CopyToClipboardIconButton-module__tooltip__WyiwL prc-TooltipV2-Tooltip-tLeuB" data-direction="nw" data-component="Tooltip" aria-label="Copy path" aria-hidden="true" id="_R_7lla9lik5_">Copy path</span></div></div></div><div class="react-code-view-header-element--wide"><div class="CodeViewHeader-module__Box_7___0R6c"><div class="d-flex gap-2"><div><div class="CodeViewHeader-module__FileResultsList__JDzUy"><span class="d-flex FileResultsList-module__FilesSearchBox__ivVkc TextInput-wrapper prc-components-TextInputWrapper-Hpdqi prc-components-TextInputBaseWrapper-wY-n0" data-no-trailing-action="true" data-component="TextInput" data-leading-visual="true" data-trailing-visual="true" aria-busy="false"><span class="TextInput-icon" id="_R_5ipla9lik5_" aria-hidden="true" data-component="TextInput.LeadingVisual"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-search" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M10.68 11.74a6 6 0 0 1-7.922-8.982 6 6 0 0 1 8.982 7.922l3.04 3.04a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215ZM11.5 7a4.499 4.499 0 1 0-8.997 0A4.499 4.499 0 0 0 11.5 7Z"></path></svg></span><input type="text" aria-label="Go to file" role="combobox" aria-controls="file-results-list" aria-expanded="false" aria-haspopup="dialog" autoCorrect="off" spellCheck="false" placeholder="Go to file" aria-describedby="_R_5ipla9lik5_ _R_5ipla9lik5H1_" data-component="input" class="prc-components-Input-IwWrt" value=""/><span class="TextInput-icon" id="_R_5ipla9lik5H1_" aria-hidden="true" data-component="TextInput.TrailingVisual"></span></span></div><div class="d-none"></div></div><button data-component="Button" type="button" style="display:none" class="prc-Button-ButtonBase-9n-Xk NavigationMenu-module__Button__LpKgm" data-loading="false" data-no-visuals="true" data-size="medium" data-variant="default"><span data-component="buttonContent" data-align="center" class="prc-Button-ButtonContent-Iohp5"><span data-component="text" class="prc-Button-Label-FWkx3">Blame</span></span></button><div class="d-none"></div><button data-component="IconButton" type="button" data-testid="more-file-actions-button-nav-menu-wide" aria-haspopup="true" aria-expanded="false" tabindex="0" class="prc-Button-ButtonBase-9n-Xk js-blob-dropdown-click NavigationMenu-module__IconButton__HpX3G prc-Button-IconButton-fyge7" data-loading="false" data-no-visuals="true" data-size="medium" data-variant="default" aria-labelledby="_R_v4pla9lik5_" id="_R_14pla9lik5_"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-kebab-horizontal" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3ZM1.5 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Zm13 0a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path></svg></button><span class="prc-TooltipV2-Tooltip-tLeuB" data-direction="nw" data-component="Tooltip" aria-hidden="true" id="_R_v4pla9lik5_">More file actions</span></div></div></div><div class="react-code-view-header-element--narrow"><div class="CodeViewHeader-module__Box_7___0R6c"><div class="d-flex gap-2"><button data-component="Button" type="button" style="display:none" class="prc-Button-ButtonBase-9n-Xk NavigationMenu-module__Button__LpKgm" data-loading="false" data-no-visuals="true" data-size="medium" data-variant="default"><span data-component="buttonContent" data-align="center" class="prc-Button-ButtonContent-Iohp5"><span data-component="text" class="prc-Button-Label-FWkx3">Blame</span></span></button><div class="d-none"></div><button data-component="IconButton" type="button" data-testid="more-file-actions-button-nav-menu-narrow" aria-haspopup="true" aria-expanded="false" tabindex="0" class="prc-Button-ButtonBase-9n-Xk js-blob-dropdown-click NavigationMenu-module__IconButton__HpX3G prc-Button-IconButton-fyge7" data-loading="false" data-no-visuals="true" data-size="medium" data-variant="default" aria-labelledby="_R_v4tla9lik5_" id="_R_14tla9lik5_"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-kebab-horizontal" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3ZM1.5 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Zm13 0a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path></svg></button><span class="prc-TooltipV2-Tooltip-tLeuB" data-direction="nw" data-component="Tooltip" aria-hidden="true" id="_R_v4tla9lik5_">More file actions</span></div></div></div></div></div></div></div><div class="CodeView-module__contentWrapper__cG2JH"><div class="react-code-view-bottom-padding"><div class="BlobTopBanners-module__Box__v_nvx"></div></div> <div class="d-none"></div><div class="d-flex flex-column border rounded-2 tmp-mb-3 pl-1"><div class="LatestCommit-module__Box__B25ZT"><h2 class="sr-only ScreenReaderHeading-module__userSelectNone__rwWIk prc-Heading-Heading-MtWFE" data-component="Heading" data-testid="screen-reader-heading">Latest commit</h2><div style="width:120px" class="Skeleton Skeleton--text" data-testid="loading"> </div><div class="d-flex flex-shrink-0 gap-2"><div data-testid="latest-commit-details" class="d-none d-sm-flex flex-items-center"></div><div class="d-flex gap-2"><h2 class="sr-only ScreenReaderHeading-module__userSelectNone__rwWIk prc-Heading-Heading-MtWFE" data-component="Heading" data-testid="screen-reader-heading">History</h2><a data-component="LinkButton" href="/DeepSQLAI/deepsql/commits/main/docs/SERVICES.md" class="prc-Button-ButtonBase-9n-Xk d-none d-lg-flex LinkButton-module__linkButton__nFnov flex-items-center fgColor-default" data-loading="false" data-size="small" data-variant="invisible"><span data-component="buttonContent" data-align="center" class="prc-Button-ButtonContent-Iohp5"><span data-component="leadingVisual" class="prc-Button-Visual-YNt2F prc-Button-LeadingVisual-UySKu prc-Button-VisualWrap-E4cnq"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-history" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m.427 1.927 1.215 1.215a8.002 8.002 0 1 1-1.6 5.685.75.75 0 1 1 1.493-.154 6.5 6.5 0 1 0 1.18-4.458l1.358 1.358A.25.25 0 0 1 3.896 6H.25A.25.25 0 0 1 0 5.75V2.104a.25.25 0 0 1 .427-.177ZM7.75 4a.75.75 0 0 1 .75.75v2.992l2.028.812a.75.75 0 0 1-.557 1.392l-2.5-1A.751.751 0 0 1 7 8.25v-3.5A.75.75 0 0 1 7.75 4Z"></path></svg></span><span data-component="text" class="prc-Button-Label-FWkx3"><span class="fgColor-default">History</span></span></span></a><div class="d-sm-none"></div><div class="d-flex d-lg-none"><a data-component="LinkButton" aria-label="View commit history for this file." href="/DeepSQLAI/deepsql/commits/main/docs/SERVICES.md" class="prc-Button-ButtonBase-9n-Xk LinkButton-module__linkButton__nFnov flex-items-center fgColor-default" data-loading="false" data-size="small" data-variant="invisible" aria-describedby="_R_4mlala9lik5_"><span data-component="buttonContent" data-align="center" class="prc-Button-ButtonContent-Iohp5"><span data-component="leadingVisual" class="prc-Button-Visual-YNt2F prc-Button-LeadingVisual-UySKu prc-Button-VisualWrap-E4cnq"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-history" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m.427 1.927 1.215 1.215a8.002 8.002 0 1 1-1.6 5.685.75.75 0 1 1 1.493-.154 6.5 6.5 0 1 0 1.18-4.458l1.358 1.358A.25.25 0 0 1 3.896 6H.25A.25.25 0 0 1 0 5.75V2.104a.25.25 0 0 1 .427-.177ZM7.75 4a.75.75 0 0 1 .75.75v2.992l2.028.812a.75.75 0 0 1-.557 1.392l-2.5-1A.751.751 0 0 1 7 8.25v-3.5A.75.75 0 0 1 7.75 4Z"></path></svg></span></span></a><span class="prc-TooltipV2-Tooltip-tLeuB" data-direction="s" data-component="Tooltip" role="tooltip" aria-hidden="true" id="_R_4mlala9lik5_">History</span></div></div></div></div></div><div class="d-flex flex-row"><div class="container BlobViewContent-module__blobContainer__DtH2d"><div class="react-code-size-details-banner BlobViewContent-module__codeSizeDetails__e5sUw"><div class="react-code-size-details-banner CodeSizeDetails-module__Box__VcD6l"><div class="text-mono CodeSizeDetails-module__Box_1__GVxQL"><div data-testid="blob-size" class="CodeSizeDetails-module__Truncate_1__lE93V prc-Truncate-Truncate-2G1eo" data-inline="true" title="4.9 KB" style="--truncate-max-width:100%"><span>235 lines (178 loc) · 4.9 KB</span></div></div></div></div><div class="react-blob-view-header-sticky BlobViewContent-module__stickyHeader__VwxB5" id="repos-sticky-header"><div class="BlobViewHeader-module__Box__yhm9u"><div class="react-blob-sticky-header"><div class="FileNameStickyHeader-module__outerWrapper__ZL4Xc FileNameStickyHeader-module__outerWrapperHidden__Zpynk"><div class="FileNameStickyHeader-module__Box_1__Hazu5"><div class="FileNameStickyHeader-module__Box_2__hoolP"><div class="FileNameStickyHeader-module__Box_3__MVKsk"><button data-component="Button" type="button" aria-haspopup="true" aria-expanded="false" tabindex="0" aria-label="main branch" data-testid="anchor-button" data-icv-name="Switch branches/tags" class="prc-Button-ButtonBase-9n-Xk ref-selector-class RefSelectorAnchoredOverlay-module__RefSelectorOverlayBtn__a3WK3" data-loading="false" data-size="medium" data-variant="default" id="ref-picker-repos-header-ref-selector"><span data-component="buttonContent" data-align="center" class="prc-Button-ButtonContent-Iohp5"><span data-component="leadingVisual" class="prc-Button-Visual-YNt2F prc-Button-LeadingVisual-UySKu prc-Button-VisualWrap-E4cnq"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-git-branch" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M9.5 3.25a2.25 2.25 0 1 1 3 2.122V6A2.5 2.5 0 0 1 10 8.5H6a1 1 0 0 0-1 1v1.128a2.251 2.251 0 1 1-1.5 0V5.372a2.25 2.25 0 1 1 1.5 0v1.836A2.493 2.493 0 0 1 6 7h4a1 1 0 0 0 1-1v-.628A2.25 2.25 0 0 1 9.5 3.25Zm-6 0a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Zm8.25-.75a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5ZM4.25 12a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Z"></path></svg></span><span data-component="text" class="prc-Button-Label-FWkx3"><div class="RefSelectorAnchoredOverlay-module__RefSelectorOverlayContainer__yaf4p"><div style="max-width:125px" class="ref-selector-button-text-container RefSelectorAnchoredOverlay-module__RefSelectorBtnTextContainer__Di3rk"><span class="RefSelectorAnchoredOverlay-module__RefSelectorText__w_fmP">main</span></div></div></span><span data-component="trailingVisual" class="prc-Button-Visual-YNt2F prc-Button-VisualWrap-E4cnq"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-triangle-down" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path></svg></span></span></button><div class="d-none"></div></div><div class="FileNameStickyHeader-module__Box_4__FLhtt"><div class="Breadcrumb-module__container__Vxvev Breadcrumb-module__md__Wb1Gs"><nav data-testid="breadcrumbs" aria-labelledby="sticky-breadcrumb-heading" id="sticky-breadcrumb" class="Breadcrumb-module__nav__rQFDj"><h2 class="sr-only ScreenReaderHeading-module__userSelectNone__rwWIk prc-Heading-Heading-MtWFE" data-component="Heading" data-testid="screen-reader-heading" id="sticky-breadcrumb-heading">Breadcrumbs</h2><ol class="Breadcrumb-module__list__ZH6zr"><li class="Breadcrumb-module__listItem__Ib0x_"><a class="Breadcrumb-module__repoLink__O2Nbs prc-Link-Link-9ZwDx" data-component="Link" data-testid="breadcrumbs-repo-link" href="/DeepSQLAI/deepsql/tree/main" data-discover="true">deepsql</a></li><li class="Breadcrumb-module__listItem__Ib0x_"><span class="Breadcrumb-module__separator__eNwsI Breadcrumb-module__md__Wb1Gs" aria-hidden="true">/</span><a class="Breadcrumb-module__directoryLink__kQy_t prc-Link-Link-9ZwDx" data-component="Link" href="/DeepSQLAI/deepsql/tree/main/docs" data-discover="true">docs</a></li></ol></nav><div data-testid="breadcrumbs-filename" class="Breadcrumb-module__filename__equZR"><span class="Breadcrumb-module__separator__eNwsI Breadcrumb-module__md__Wb1Gs" aria-hidden="true">/</span><h1 class="Breadcrumb-module__filenameHeading__MNMtw Breadcrumb-module__md__Wb1Gs prc-Heading-Heading-MtWFE" data-component="Heading" tabindex="-1" id="sticky-file-name-id">SERVICES.md</h1></div><button data-component="IconButton" type="button" class="prc-Button-ButtonBase-9n-Xk ml-2 prc-Button-IconButton-fyge7" data-loading="false" data-no-visuals="true" data-size="small" data-variant="invisible" aria-labelledby="_R_7lcpala9lik5_"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-copy" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path></svg></button><span class="CopyToClipboardIconButton-module__tooltip__WyiwL prc-TooltipV2-Tooltip-tLeuB" data-direction="s" data-component="Tooltip" aria-label="Copy path" aria-hidden="true" id="_R_7lcpala9lik5_">Copy path</span></div></div></div><button data-component="Button" type="button" class="prc-Button-ButtonBase-9n-Xk FileNameStickyHeader-module__Button__LSEU_ FileNameStickyHeader-module__GoToTopButton__nxAFn" data-loading="false" data-size="small" data-variant="invisible"><span data-component="buttonContent" data-align="center" class="prc-Button-ButtonContent-Iohp5"><span data-component="leadingVisual" class="prc-Button-Visual-YNt2F prc-Button-LeadingVisual-UySKu prc-Button-VisualWrap-E4cnq"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-arrow-up" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.47 7.78a.75.75 0 0 1 0-1.06l4.25-4.25a.75.75 0 0 1 1.06 0l4.25 4.25a.751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018L9 4.81v7.44a.75.75 0 0 1-1.5 0V4.81L4.53 7.78a.75.75 0 0 1-1.06 0Z"></path></svg></span><span data-component="text" class="prc-Button-Label-FWkx3">Top</span></span></button></div></div></div><div class="BlobViewHeader-module__Box_1__VEmuQ"><h2 class="sr-only ScreenReaderHeading-module__userSelectNone__rwWIk prc-Heading-Heading-MtWFE" data-component="Heading" data-testid="screen-reader-heading">File metadata and controls</h2><div class="BlobViewHeader-module__Box_2__icUs2"><ul aria-label="File view" class="prc-SegmentedControl-SegmentedControl-lqIXp BlobTabButtons-module__SegmentedControl__jen2u" data-variant="default" data-size="small" data-component="SegmentedControl"><li class="prc-SegmentedControl-Item-tSCQh" data-selected="" data-component="SegmentedControl.Button"><button aria-pressed="true" class="prc-SegmentedControl-Button-E48xz" type="button" style="--separator-color:transparent"><span class="prc-SegmentedControl-Content-1COlk segmentedControl-content"><div class="prc-SegmentedControl-Text-7S2y2 segmentedControl-text" data-text="Preview">Preview</div></span></button></li><li class="prc-SegmentedControl-Item-tSCQh" data-component="SegmentedControl.Button"><button aria-pressed="false" class="prc-SegmentedControl-Button-E48xz" type="button" style="--separator-color:var(--borderColor-default)"><span class="prc-SegmentedControl-Content-1COlk segmentedControl-content"><div class="prc-SegmentedControl-Text-7S2y2 segmentedControl-text" data-text="Code">Code</div></span></button></li><li class="prc-SegmentedControl-Item-tSCQh" data-component="SegmentedControl.Button"><button aria-pressed="false" class="prc-SegmentedControl-Button-E48xz" type="button" style="--separator-color:var(--borderColor-default)"><span class="prc-SegmentedControl-Content-1COlk segmentedControl-content"><div class="prc-SegmentedControl-Text-7S2y2 segmentedControl-text" data-text="Blame">Blame</div></span></button></li></ul><div class="d-none"></div><div class="react-code-size-details-in-header CodeSizeDetails-module__Box__VcD6l"><div class="text-mono CodeSizeDetails-module__Box_1__GVxQL"><div data-testid="blob-size" class="CodeSizeDetails-module__Truncate_1__lE93V prc-Truncate-Truncate-2G1eo" data-inline="true" title="4.9 KB" style="--truncate-max-width:100%"><span>235 lines (178 loc) · 4.9 KB</span></div></div></div></div><div class="BlobViewHeader-module__Box_3__ng6v2"><div class="d-none"></div><div class="react-blob-header-edit-and-raw-actions BlobViewHeader-module__Box_4__J4Y4W"><div class="d-none"></div><div class="prc-ButtonGroup-ButtonGroup-vFUrY" data-component="ButtonGroup"><div class="prc-ButtonGroup-Item-PqvDl"><a data-component="LinkButton" href="https://github.com/DeepSQLAI/deepsql/raw/refs/heads/main/docs/SERVICES.md" data-testid="raw-button" class="prc-Button-ButtonBase-9n-Xk LinkButton-module__linkButton__nFnov BlobViewHeader-module__LinkButton__X9kx2" data-loading="false" data-no-visuals="true" data-size="small" data-variant="default"><span data-component="buttonContent" data-align="center" class="prc-Button-ButtonContent-Iohp5"><span data-component="text" class="prc-Button-Label-FWkx3">Raw</span></span></a></div><div class="prc-ButtonGroup-Item-PqvDl"><button data-component="IconButton" type="button" data-testid="copy-raw-button" class="prc-Button-ButtonBase-9n-Xk prc-Button-IconButton-fyge7" data-loading="false" data-no-visuals="true" data-size="small" data-variant="default" aria-labelledby="_R_qaucpala9lik5_"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-copy" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path></svg></button><span class="prc-TooltipV2-Tooltip-tLeuB" data-direction="n" data-component="Tooltip" aria-hidden="true" id="_R_qaucpala9lik5_">Copy raw file</span></div><div class="prc-ButtonGroup-Item-PqvDl"><button data-component="IconButton" type="button" data-testid="download-raw-button" class="prc-Button-ButtonBase-9n-Xk BlobViewHeader-module__downloadButton__ef459 prc-Button-IconButton-fyge7" data-loading="false" data-no-visuals="true" data-size="small" data-variant="default" aria-labelledby="_R_eaucpala9lik5_"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-download" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2.75 14A1.75 1.75 0 0 1 1 12.25v-2.5a.75.75 0 0 1 1.5 0v2.5c0 .138.112.25.25.25h10.5a.25.25 0 0 0 .25-.25v-2.5a.75.75 0 0 1 1.5 0v2.5A1.75 1.75 0 0 1 13.25 14Z"></path><path d="M7.25 7.689V2a.75.75 0 0 1 1.5 0v5.689l1.97-1.969a.749.749 0 1 1 1.06 1.06l-3.25 3.25a.749.749 0 0 1-1.06 0L4.22 6.78a.749.749 0 1 1 1.06-1.06l1.97 1.969Z"></path></svg></button><span class="prc-TooltipV2-Tooltip-tLeuB" data-direction="n" data-component="Tooltip" aria-hidden="true" id="_R_eaucpala9lik5_">Download raw file</span></div></div></div><button data-component="IconButton" type="button" aria-pressed="false" class="prc-Button-ButtonBase-9n-Xk tmp-mr-2 TableOfContents-module__IconButton__jrlNM prc-Button-IconButton-fyge7" data-loading="false" data-no-visuals="true" data-size="small" data-variant="invisible" aria-labelledby="_R_3ucpala9lik5_"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-list-unordered" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M5.75 2.5h8.5a.75.75 0 0 1 0 1.5h-8.5a.75.75 0 0 1 0-1.5Zm0 5h8.5a.75.75 0 0 1 0 1.5h-8.5a.75.75 0 0 1 0-1.5Zm0 5h8.5a.75.75 0 0 1 0 1.5h-8.5a.75.75 0 0 1 0-1.5ZM2 14a1 1 0 1 1 0-2 1 1 0 0 1 0 2Zm1-6a1 1 0 1 1-2 0 1 1 0 0 1 2 0ZM2 4a1 1 0 1 1 0-2 1 1 0 0 1 0 2Z"></path></svg></button><span class="prc-TooltipV2-Tooltip-tLeuB" data-direction="n" data-component="Tooltip" aria-hidden="true" id="_R_3ucpala9lik5_">Outline</span><div class="react-blob-header-edit-and-raw-actions-combined"><button data-component="IconButton" type="button" title="More file actions" data-testid="more-file-actions-button" aria-haspopup="true" aria-expanded="false" tabindex="0" class="prc-Button-ButtonBase-9n-Xk js-blob-dropdown-click BlobViewHeader-module__IconButton__XrMQY prc-Button-IconButton-fyge7" data-loading="false" data-no-visuals="true" data-size="small" data-variant="invisible" aria-labelledby="_R_fkecpala9lik5_" id="_R_kecpala9lik5_"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-kebab-horizontal" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3ZM1.5 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Zm13 0a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path></svg></button><span class="prc-TooltipV2-Tooltip-tLeuB" data-direction="nw" data-component="Tooltip" aria-hidden="true" id="_R_fkecpala9lik5_">Edit and raw actions</span></div></div></div></div><div></div></div><div class="BlobViewContent-module__blobContentWrapper__JS0W6"><section aria-labelledby="file-name-id-wide file-name-id-mobile" class="BlobContent-module__blobContentSection__VOgZq BlobContent-module__blobContentSectionMarkdown__mPLOK" style="margin-top:46px"><div class="js-snippet-clipboard-copy-unpositioned BlobContent-module__markdownBlob__T8jpG" data-hpc="true" containertiming="hpc"><article class="markdown-body entry-content container-lg" itemprop="text"><div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">DBA Agent Services</h1><a id="user-content-dba-agent-services" class="anchor" aria-label="Permalink: DBA Agent Services" href="#dba-agent-services"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto">This document describes all services required for the DBA Agent application and how to manage them.</p>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Services Overview</h2><a id="user-content-services-overview" class="anchor" aria-label="Permalink: Services Overview" href="#services-overview"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto">The DBA Agent application requires the following services:</p>
<markdown-accessiblity-table><table>
<thead>
<tr>
<th>Service</th>
<th>Port</th>
<th>Purpose</th>
<th>Technology</th>
</tr>
</thead>
<tbody>
<tr>
<td><strong>PostgreSQL</strong></td>
<td>5432</td>
<td>Backend database (stores connection configs, users, etc.)</td>
<td>Docker/PostgreSQL 18.1</td>
</tr>
<tr>
<td><strong>Valkey/Redis</strong></td>
<td>6379</td>
<td>Cache layer</td>
<td>Docker/Valkey 9.0.1</td>
</tr>
<tr>
<td><strong>Backend</strong></td>
<td>8080</td>
<td>Spring Boot API server</td>
<td>Java/Spring Boot</td>
</tr>
<tr>
<td><strong>Frontend</strong></td>
<td>3000</td>
<td>React/Vite web application</td>
<td>Node.js/Vite</td>
</tr>
</tbody>
</table></markdown-accessiblity-table>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Quick Start Scripts</h2><a id="user-content-quick-start-scripts" class="anchor" aria-label="Permalink: Quick Start Scripts" href="#quick-start-scripts"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Check Service Status</h3><a id="user-content-check-service-status" class="anchor" aria-label="Permalink: Check Service Status" href="#check-service-status"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="./scripts/check-services.sh"><pre>./scripts/check-services.sh</pre></div>
<p dir="auto">Checks if all services are running and displays their status.</p>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Start All Services</h3><a id="user-content-start-all-services" class="anchor" aria-label="Permalink: Start All Services" href="#start-all-services"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="./scripts/start-all.sh"><pre>./scripts/start-all.sh</pre></div>
<p dir="auto">Starts all services in the correct order:</p>
<ol dir="auto">
<li>PostgreSQL &amp; Valkey (via Docker Compose)</li>
<li>Backend (Spring Boot)</li>
<li>Frontend (Vite/React)</li>
</ol>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Restart All Services</h3><a id="user-content-restart-all-services" class="anchor" aria-label="Permalink: Restart All Services" href="#restart-all-services"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="./scripts/start-all.sh --restart"><pre>./scripts/start-all.sh --restart</pre></div>
<p dir="auto">Stops and restarts all services.</p>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Stop All Services</h3><a id="user-content-stop-all-services" class="anchor" aria-label="Permalink: Stop All Services" href="#stop-all-services"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="./scripts/stop-all.sh"><pre>./scripts/stop-all.sh</pre></div>
<p dir="auto">Stops all running services.</p>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Manual Service Management</h2><a id="user-content-manual-service-management" class="anchor" aria-label="Permalink: Manual Service Management" href="#manual-service-management"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">PostgreSQL</h3><a id="user-content-postgresql" class="anchor" aria-label="Permalink: PostgreSQL" href="#postgresql"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto"><strong>Using Docker Compose (Recommended):</strong></p>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="# Start PostgreSQL
docker compose up -d postgres

# Check status
docker compose ps

# View logs
docker compose logs postgres

# Stop PostgreSQL
docker compose stop postgres"><pre><span class="pl-c"><span class="pl-c">#</span> Start PostgreSQL</span>
docker compose up -d postgres

<span class="pl-c"><span class="pl-c">#</span> Check status</span>
docker compose ps

<span class="pl-c"><span class="pl-c">#</span> View logs</span>
docker compose logs postgres

<span class="pl-c"><span class="pl-c">#</span> Stop PostgreSQL</span>
docker compose stop postgres</pre></div>
<p dir="auto"><strong>Using Local PostgreSQL:</strong></p>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="# Start PostgreSQL service (macOS)
brew services start postgresql@18

# Create database
createdb dba_agent

# Check if running
pg_isready -h localhost -p 5432

# Connect to database
psql -h localhost -U postgres -d dba_agent"><pre><span class="pl-c"><span class="pl-c">#</span> Start PostgreSQL service (macOS)</span>
brew services start postgresql@18

<span class="pl-c"><span class="pl-c">#</span> Create database</span>
createdb dba_agent

<span class="pl-c"><span class="pl-c">#</span> Check if running</span>
pg_isready -h localhost -p 5432

<span class="pl-c"><span class="pl-c">#</span> Connect to database</span>
psql -h localhost -U postgres -d dba_agent</pre></div>
<p dir="auto"><strong>Connection Details:</strong></p>
<ul dir="auto">
<li>Host: <code>localhost</code></li>
<li>Port: <code>5432</code></li>
<li>Database: <code>dba_agent</code></li>
<li>Username: <code>postgres</code></li>
<li>Password: <code>postgres</code> (default)</li>
</ul>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Valkey/Redis</h3><a id="user-content-valkeyredis" class="anchor" aria-label="Permalink: Valkey/Redis" href="#valkeyredis"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto"><strong>Using Docker Compose:</strong></p>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="# Start Valkey
docker compose up -d valkey

# Check status
docker compose ps valkey

# Connect to Valkey
docker compose exec valkey valkey-cli"><pre><span class="pl-c"><span class="pl-c">#</span> Start Valkey</span>
docker compose up -d valkey

<span class="pl-c"><span class="pl-c">#</span> Check status</span>
docker compose ps valkey

<span class="pl-c"><span class="pl-c">#</span> Connect to Valkey</span>
docker compose <span class="pl-c1">exec</span> valkey valkey-cli</pre></div>
<p dir="auto"><strong>Using Local Redis:</strong></p>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="# Start Redis (macOS)
brew services start redis

# Check if running
redis-cli ping"><pre><span class="pl-c"><span class="pl-c">#</span> Start Redis (macOS)</span>
brew services start redis

<span class="pl-c"><span class="pl-c">#</span> Check if running</span>
redis-cli ping</pre></div>
<p dir="auto"><strong>Connection Details:</strong></p>
<ul dir="auto">
<li>Host: <code>localhost</code></li>
<li>Port: <code>6379</code></li>
</ul>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Backend (Spring Boot)</h3><a id="user-content-backend-spring-boot" class="anchor" aria-label="Permalink: Backend (Spring Boot)" href="#backend-spring-boot"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto"><strong>Start Backend:</strong></p>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="cd backend
./mvnw spring-boot:run
# OR
mvn spring-boot:run"><pre><span class="pl-c1">cd</span> backend
./mvnw spring-boot:run
<span class="pl-c"><span class="pl-c">#</span> OR</span>
mvn spring-boot:run</pre></div>
<p dir="auto"><strong>Backend runs on:</strong> <code>http://localhost:8080/api</code></p>
<p dir="auto"><strong>Health Check:</strong></p>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="curl http://localhost:8080/api/actuator/health"><pre>curl http://localhost:8080/api/actuator/health</pre></div>
<p dir="auto"><strong>Logs:</strong></p>
<ul dir="auto">
<li>Console output (if run directly)</li>
<li><code>backend-dev.log</code> (if run in background)</li>
</ul>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Frontend (Vite/React)</h3><a id="user-content-frontend-vitereact" class="anchor" aria-label="Permalink: Frontend (Vite/React)" href="#frontend-vitereact"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto"><strong>Start Frontend:</strong></p>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="npm install  # First time only
npm run dev"><pre>npm install  <span class="pl-c"><span class="pl-c">#</span> First time only</span>
npm run dev</pre></div>
<p dir="auto"><strong>Frontend runs on:</strong> <code>http://localhost:3000</code></p>
<p dir="auto"><strong>Logs:</strong></p>
<ul dir="auto">
<li>Console output (if run directly)</li>
<li><code>frontend-dev.log</code> (if run in background)</li>
</ul>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Service Dependencies</h2><a id="user-content-service-dependencies" class="anchor" aria-label="Permalink: Service Dependencies" href="#service-dependencies"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="Frontend (3000)
    └──&gt; Backend (8080)
            ├──&gt; PostgreSQL (5432)
            └──&gt; Valkey/Redis (6379)"><pre class="notranslate"><code>Frontend (3000)
    └──&gt; Backend (8080)
            ├──&gt; PostgreSQL (5432)
            └──&gt; Valkey/Redis (6379)
</code></pre></div>
<p dir="auto"><strong>Startup Order:</strong></p>
<ol dir="auto">
<li>PostgreSQL &amp; Valkey (can start in parallel)</li>
<li>Backend (waits for PostgreSQL)</li>
<li>Frontend (waits for Backend)</li>
</ol>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Troubleshooting</h2><a id="user-content-troubleshooting" class="anchor" aria-label="Permalink: Troubleshooting" href="#troubleshooting"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Check if Ports are in Use</h3><a id="user-content-check-if-ports-are-in-use" class="anchor" aria-label="Permalink: Check if Ports are in Use" href="#check-if-ports-are-in-use"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="# Check specific port
lsof -i :8080
lsof -i :3000
lsof -i :5432
lsof -i :6379

# Kill process on port (if needed)
lsof -ti:8080 | xargs kill -9"><pre><span class="pl-c"><span class="pl-c">#</span> Check specific port</span>
lsof -i :8080
lsof -i :3000
lsof -i :5432
lsof -i :6379

<span class="pl-c"><span class="pl-c">#</span> Kill process on port (if needed)</span>
lsof -ti:8080 <span class="pl-k">|</span> xargs <span class="pl-c1">kill</span> -9</pre></div>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Check Service Logs</h3><a id="user-content-check-service-logs" class="anchor" aria-label="Permalink: Check Service Logs" href="#check-service-logs"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto"><strong>Backend:</strong></p>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="tail -f backend-dev.log"><pre>tail -f backend-dev.log</pre></div>
<p dir="auto"><strong>Frontend:</strong></p>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="tail -f frontend-dev.log"><pre>tail -f frontend-dev.log</pre></div>
<p dir="auto"><strong>Docker Services:</strong></p>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="docker compose logs -f postgres
docker compose logs -f valkey"><pre>docker compose logs -f postgres
docker compose logs -f valkey</pre></div>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Common Issues</h3><a id="user-content-common-issues" class="anchor" aria-label="Permalink: Common Issues" href="#common-issues"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<ol dir="auto">
<li>
<p dir="auto"><strong>Port Already in Use</strong></p>
<ul dir="auto">
<li>Use <code>./scripts/start-all.sh --restart</code> to restart services</li>
<li>Or manually kill the process: <code>lsof -ti:PORT | xargs kill -9</code></li>
</ul>
</li>
<li>
<p dir="auto"><strong>PostgreSQL Connection Failed</strong></p>
<ul dir="auto">
<li>Ensure PostgreSQL is running: <code>pg_isready -h localhost -p 5432</code></li>
<li>Check Docker: <code>docker compose ps</code></li>
<li>Verify database exists: <code>psql -h localhost -U postgres -l | grep dba_agent</code></li>
</ul>
</li>
<li>
<p dir="auto"><strong>Backend Won't Start</strong></p>
<ul dir="auto">
<li>Check Java version: <code>java -version</code> (needs Java 17+)</li>
<li>Check Maven: <code>mvn -version</code></li>
<li>Check logs: <code>tail -f backend-dev.log</code></li>
</ul>
</li>
<li>
<p dir="auto"><strong>Frontend Won't Start</strong></p>
<ul dir="auto">
<li>Install dependencies: <code>npm install</code></li>
<li>Check Node version: <code>node -v</code> (needs Node 18+)</li>
<li>Check logs: <code>tail -f frontend-dev.log</code></li>
</ul>
</li>
</ol>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Environment Variables</h2><a id="user-content-environment-variables" class="anchor" aria-label="Permalink: Environment Variables" href="#environment-variables"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Backend</h3><a id="user-content-backend" class="anchor" aria-label="Permalink: Backend" href="#backend"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<ul dir="auto">
<li><code>DB_URL</code> - Database connection URL (default: <code>jdbc:postgresql://localhost:5432/dba_agent</code>)</li>
<li><code>DB_USERNAME</code> - Database username (default: <code>postgres</code>)</li>
<li><code>DB_PASSWORD</code> - Database password (default: <code>postgres</code>)</li>
</ul>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Frontend</h3><a id="user-content-frontend" class="anchor" aria-label="Permalink: Frontend" href="#frontend"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<ul dir="auto">
<li><code>VITE_API_URL</code> - Backend API URL (default: <code>http://localhost:8080</code>)</li>
</ul>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Production Deployment</h2><a id="user-content-production-deployment" class="anchor" aria-label="Permalink: Production Deployment" href="#production-deployment"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto">For production, services should be:</p>
<ul dir="auto">
<li>Running as system services (systemd, launchd, etc.)</li>
<li>Behind a reverse proxy (nginx, Apache)</li>
<li>Using environment-specific configuration files</li>
<li>Monitored with health checks and logging</li>
</ul>
<p dir="auto">See <a href="/DeepSQLAI/deepsql/blob/main/docs/root/SELF_HOST_GUIDE.md">SELF_HOST_GUIDE.md</a> for the Docker Compose stack:
host sizing, the production environment reference, TLS and reverse-proxy setup,
health checks, upgrades, and backup and restore.</p>
</article></div><div class="d-none"></div></section></div></div></div> </div> <!-- --> </div></div></div></div></div></div><div class="ScrollMarksContainer-module__scrollMarksContainer__Eu7uU" id="find-result-marks-container"></div><div class="d-none"></div><div class="d-none"></div></div> <!-- --> <!-- --> </div>
</react-app>




  </div>

</turbo-frame>

    </main>
  </div>

  </div>

          <footer class="footer f6 color-fg-muted color-border-subtle tmp-pt-7 tmp-pb-6 p-responsive" role="contentinfo"  >
  <h2 class='sr-only'>Footer</h2>

  


  <div class="d-flex flex-justify-center flex-items-center flex-column-reverse flex-lg-row flex-wrap flex-lg-nowrap">
    <div class="d-flex flex-items-center flex-shrink-0 mx-2">
      <a aria-label="GitHub Homepage" class="footer-octicon mr-2" href="https://github.com">
        <svg aria-hidden="true" data-component="Octicon" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-mark-github">
    <path d="M10.226 17.284c-2.965-.36-5.054-2.493-5.054-5.256 0-1.123.404-2.336 1.078-3.144-.292-.741-.247-2.314.09-2.965.898-.112 2.111.36 2.83 1.01.853-.269 1.752-.404 2.853-.404 1.1 0 1.999.135 2.807.382.696-.629 1.932-1.1 2.83-.988.315.606.36 2.179.067 2.942.72.854 1.101 2 1.101 3.167 0 2.763-2.089 4.852-5.098 5.234.763.494 1.28 1.572 1.28 2.807v2.336c0 .674.561 1.056 1.235.786 4.066-1.55 7.255-5.615 7.255-10.646C23.5 6.188 18.334 1 11.978 1 5.62 1 .5 6.188.5 12.545c0 4.986 3.167 9.12 7.435 10.669.606.225 1.19-.18 1.19-.786V20.63a2.9 2.9 0 0 1-1.078.224c-1.483 0-2.359-.808-2.987-2.313-.247-.607-.517-.966-1.034-1.033-.27-.023-.359-.135-.359-.27 0-.27.45-.471.898-.471.652 0 1.213.404 1.797 1.235.45.651.921.943 1.483.943.561 0 .92-.202 1.437-.719.382-.381.674-.718.944-.943"></path>
</svg>
</a>
      <span>
        &copy; 2026 GitHub,&nbsp;Inc.
      </span>
    </div>

    <nav aria-label="Footer">
      <h3 class="sr-only" id="sr-footer-heading">Footer navigation</h3>

      <ul class="list-style-none d-flex flex-justify-center flex-wrap mb-2 mb-lg-0" aria-labelledby="sr-footer-heading">


          <li class="mx-2">
            <a data-analytics-event="{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to Terms&quot;,&quot;label&quot;:&quot;text:terms&quot;}" href="https://docs.github.com/site-policy/github-terms/github-terms-of-service" data-view-component="true" class="Link--secondary Link">Terms</a>
          </li>

          <li class="mx-2">
            <a data-analytics-event="{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to privacy&quot;,&quot;label&quot;:&quot;text:privacy&quot;}" href="https://docs.github.com/site-policy/privacy-policies/github-privacy-statement" data-view-component="true" class="Link--secondary Link">Privacy</a>
          </li>


            <li class="mx-2">
              <a data-analytics-event="{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to security&quot;,&quot;label&quot;:&quot;text:security&quot;}" href="https://github.com/security" data-view-component="true" class="Link--secondary Link">Security</a>
            </li>

            <li class="mx-2">
              <a data-analytics-event="{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to status&quot;,&quot;label&quot;:&quot;text:status&quot;}" href="https://www.githubstatus.com/" data-view-component="true" class="Link--secondary Link">Status</a>
            </li>

          <li class="mx-2">
            <a data-analytics-event="{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to community&quot;,&quot;label&quot;:&quot;text:community&quot;}" href="https://github.community/" data-view-component="true" class="Link--secondary Link">Community</a>
          </li>

          <li class="mx-2">
            <a data-analytics-event="{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to docs&quot;,&quot;label&quot;:&quot;text:docs&quot;}" href="https://docs.github.com/" data-view-component="true" class="Link--secondary Link">Docs</a>
          </li>

          <li class="mx-2">
            <a data-analytics-event="{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to contact&quot;,&quot;label&quot;:&quot;text:contact&quot;}" href="https://support.github.com?tags=dotcom-footer" data-view-component="true" class="Link--secondary Link">Contact</a>
          </li>

          
<li class="mx-2" >
  <cookie-consent-link>
    <button
      type="button"
      class="Link--secondary underline-on-hover border-0 p-0 color-bg-transparent"
      data-action="click:cookie-consent-link#showConsentManagement"
      data-analytics-event="{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;cookies&quot;,&quot;context&quot;:&quot;subfooter&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;cookies_link_subfooter_footer&quot;}"
    >
      Manage cookies
    </button>
  </cookie-consent-link>
</li>

  <li class="mx-2">
    <cookie-consent-link>
      <button
        type="button"
        class="Link--secondary underline-on-hover border-0 p-0 color-bg-transparent text-left"
        data-action="click:cookie-consent-link#showConsentManagement"
        data-analytics-event="{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;dont_share_info&quot;,&quot;context&quot;:&quot;subfooter&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;dont_share_info_link_subfooter_footer&quot;}"
      >
        Do not share my personal information
      </button>
    </cookie-consent-link>
  </li>

      </ul>
    </nav>
  </div>
</footer>



    <ghcc-consent id="ghcc" class="position-fixed bottom-0 left-0" style="z-index: 999999"
      data-locale="en"
      data-initial-cookie-consent-allowed=""
      data-cookie-consent-required="true"
    ></ghcc-consent>




  <div id="ajax-error-message" class="ajax-error-message flash flash-error" hidden>
    <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-alert">
    <path d="M6.457 1.047c.659-1.234 2.427-1.234 3.086 0l6.082 11.378A1.75 1.75 0 0 1 14.082 15H1.918a1.75 1.75 0 0 1-1.543-2.575Zm1.763.707a.25.25 0 0 0-.44 0L1.698 13.132a.25.25 0 0 0 .22.368h12.164a.25.25 0 0 0 .22-.368Zm.53 3.996v2.5a.75.75 0 0 1-1.5 0v-2.5a.75.75 0 0 1 1.5 0ZM9 11a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path>
</svg>
    <button type="button" class="flash-close js-ajax-error-dismiss" aria-label="Dismiss error">
      <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x">
    <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path>
</svg>
    </button>
    You can’t perform that action at this time.
  </div>

    <template id="site-details-dialog">
  <details class="details-reset details-overlay details-overlay-dark lh-default color-fg-default hx_rsm" open>
    <summary role="button" aria-label="Close dialog"></summary>
    <details-dialog class="Box Box--overlay d-flex flex-column anim-fade-in fast hx_rsm-dialog hx_rsm-modal">
      <button class="Box-btn-octicon m-0 btn-octicon position-absolute right-0 top-0" type="button" aria-label="Close dialog" data-close-dialog>
        <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x">
    <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path>
</svg>
      </button>
      <div class="octocat-spinner tmp-my-6 js-details-dialog-spinner"></div>
    </details-dialog>
  </details>
</template>

    <div class="Popover js-hovercard-content position-absolute" style="display: none; outline: none;">
  <div class="Popover-message Popover-message--bottom-left Popover-message--large Box color-shadow-large" style="width:360px;">
  </div>
</div>

    <template id="snippet-clipboard-copy-button">
  <div class="zeroclipboard-container position-absolute right-0 top-0">
    <clipboard-copy aria-label="Copy code to clipboard" class="ClipboardButton btn js-clipboard-copy m-2 p-0" data-copy-feedback="Copied!" data-tooltip-direction="w">
      <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon m-2 tmp-m-2">
    <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path>
</svg>
      <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none m-2 tmp-m-2">
    <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path>
</svg>
    </clipboard-copy>
  </div>
</template>
<template id="snippet-clipboard-copy-button-unpositioned">
  <div class="zeroclipboard-container">
    <clipboard-copy aria-label="Copy code to clipboard" class="ClipboardButton btn btn-invisible js-clipboard-copy m-2 p-0 d-flex flex-justify-center flex-items-center" data-copy-feedback="Copied!" data-tooltip-direction="w">
      <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon">
    <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path>
</svg>
      <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none">
    <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path>
</svg>
    </clipboard-copy>
  </div>
</template>




    </div>
    <div id="js-global-screen-reader-notice" class="sr-only mt-n1" aria-live="polite" aria-atomic="true" ></div>
    <div id="js-global-screen-reader-notice-assertive" class="sr-only mt-n1" aria-live="assertive" aria-atomic="true"></div>
  </body>
</html>

