From aa7d362bc3e4bb06b3a91e9a1eb45c55d027c3a1 Mon Sep 17 00:00:00 2001 From: team 1 Date: Wed, 11 Feb 2026 14:15:08 +0100 Subject: [PATCH] first commit --- .env | 36 + .env.local | 36 + .gitignore | 7 + bin/console | 21 + composer.json | 59 + composer.lock | 3136 +++++++++++++++++ config/bundles.php | 6 + config/packages/cache.yaml | 19 + config/packages/framework.yaml | 24 + config/packages/monolog.yaml | 9 + config/packages/routing.yaml | 12 + config/preload.php | 5 + config/reference.php | 959 +++++ config/routes.yaml | 6 + config/routes/framework.yaml | 4 + config/services.yaml | 106 + public/assets/js/base.js | 159 + public/assets/js/bootstrap.bundle.min.js | 7 + public/assets/js/marked.min.js | 69 + public/assets/js/purify.min.js | 3 + public/assets/styles/base.css | 236 ++ public/assets/styles/bootstrap.min.css | 6 + public/index.html | 36 + public/index.php | 9 + public/index_bckp.html | 335 ++ src/Agent/AgentRunner.php | 136 + src/Agent/PromptBuilder.php | 136 + src/Agent/StreamChunker.php | 61 + src/Agent/ThinkSuppressor.php | 88 + src/Command/AgentCliCommand.php | 84 + src/Command/KnowledgeIngestCommand.php | 116 + src/Command/VectorIngestCommand.php | 89 + src/Command/VectorInstallCommand.php | 114 + src/Context/ContextService.php | 126 + src/Context/UrlAnalyzer.php | 120 + src/Controller/.gitignore | 0 src/Controller/AskSseController.php | 115 + src/Controller/HistoryController.php | 127 + src/Http/ClientIdResolver.php | 46 + src/Infrastructure/OllamaClient.php | 148 + src/Kernel.php | 11 + src/Knowledge/Ingest/ChunkIndexWriter.php | 58 + src/Knowledge/Ingest/ChunkWriter.php | 149 + src/Knowledge/Ingest/DocumentLoader.php | 37 + .../Ingest/KnowledgeIngestService.php | 39 + src/Knowledge/Ingest/SimpleChunker.php | 146 + src/Knowledge/KeywordMapper.php | 35 + src/Knowledge/KeywordSimilarity.php | 87 + src/Knowledge/Retrieval/CachedRetriever.php | 42 + src/Knowledge/Retrieval/ChunkIndexLoader.php | 25 + .../Retrieval/ChunkKeywordRetriever.php | 269 ++ .../Retrieval/RetrieverInterface.php | 11 + src/Knowledge/StopWords.php | 1863 ++++++++++ src/Knowledge/VectorSearchChunked.php | 121 + src/Vector/VectorSearchClient.php | 55 + src/Vector/vector_ingest.py | 89 + src/Vector/vector_search.py | 72 + symfony.lock | 79 + 58 files changed, 9999 insertions(+) create mode 100644 .env create mode 100644 .env.local create mode 100755 bin/console create mode 100644 composer.json create mode 100644 composer.lock create mode 100644 config/bundles.php create mode 100644 config/packages/cache.yaml create mode 100644 config/packages/framework.yaml create mode 100644 config/packages/monolog.yaml create mode 100644 config/packages/routing.yaml create mode 100644 config/preload.php create mode 100644 config/reference.php create mode 100644 config/routes.yaml create mode 100644 config/routes/framework.yaml create mode 100644 config/services.yaml create mode 100644 public/assets/js/base.js create mode 100644 public/assets/js/bootstrap.bundle.min.js create mode 100644 public/assets/js/marked.min.js create mode 100644 public/assets/js/purify.min.js create mode 100644 public/assets/styles/base.css create mode 100644 public/assets/styles/bootstrap.min.css create mode 100644 public/index.html create mode 100644 public/index.php create mode 100644 public/index_bckp.html create mode 100644 src/Agent/AgentRunner.php create mode 100644 src/Agent/PromptBuilder.php create mode 100644 src/Agent/StreamChunker.php create mode 100644 src/Agent/ThinkSuppressor.php create mode 100644 src/Command/AgentCliCommand.php create mode 100644 src/Command/KnowledgeIngestCommand.php create mode 100644 src/Command/VectorIngestCommand.php create mode 100644 src/Command/VectorInstallCommand.php create mode 100644 src/Context/ContextService.php create mode 100644 src/Context/UrlAnalyzer.php create mode 100644 src/Controller/.gitignore create mode 100644 src/Controller/AskSseController.php create mode 100644 src/Controller/HistoryController.php create mode 100644 src/Http/ClientIdResolver.php create mode 100644 src/Infrastructure/OllamaClient.php create mode 100644 src/Kernel.php create mode 100644 src/Knowledge/Ingest/ChunkIndexWriter.php create mode 100644 src/Knowledge/Ingest/ChunkWriter.php create mode 100644 src/Knowledge/Ingest/DocumentLoader.php create mode 100644 src/Knowledge/Ingest/KnowledgeIngestService.php create mode 100644 src/Knowledge/Ingest/SimpleChunker.php create mode 100644 src/Knowledge/KeywordMapper.php create mode 100644 src/Knowledge/KeywordSimilarity.php create mode 100644 src/Knowledge/Retrieval/CachedRetriever.php create mode 100644 src/Knowledge/Retrieval/ChunkIndexLoader.php create mode 100644 src/Knowledge/Retrieval/ChunkKeywordRetriever.php create mode 100644 src/Knowledge/Retrieval/RetrieverInterface.php create mode 100644 src/Knowledge/StopWords.php create mode 100644 src/Knowledge/VectorSearchChunked.php create mode 100644 src/Vector/VectorSearchClient.php create mode 100644 src/Vector/vector_ingest.py create mode 100644 src/Vector/vector_search.py create mode 100644 symfony.lock diff --git a/.env b/.env new file mode 100644 index 0000000..f048212 --- /dev/null +++ b/.env @@ -0,0 +1,36 @@ +# In all environments, the following files are loaded if they exist, +# the latter taking precedence over the former: +# +# * .env contains default values for the environment variables needed by the app +# * .env.local uncommitted file with local overrides +# * .env.$APP_ENV committed environment-specific defaults +# * .env.$APP_ENV.local uncommitted environment-specific overrides +# +# Real environment variables win over .env files. +# +# DO NOT DEFINE PRODUCTION SECRETS IN THIS FILE NOR IN ANY OTHER COMMITTED FILES. +# https://symfony.com/doc/current/configuration/secrets.html +# +# Run "composer dump-env prod" to compile .env files for production use (requires symfony/flex >=1.2). +# https://symfony.com/doc/current/best_practices.html#use-environment-variables-for-infrastructure-configuration + +###> symfony/framework-bundle ### +APP_ENV=prod +APP_SECRET=09333662211af45850ff13d68a40f8e3 +###< symfony/framework-bundle ### + +###> AI Agent Core ### +AI_LLM_API_URL=http://192.168.178.143:11434/api/generate +AI_LLM_MODEL=mto-model +AI_LLM_TIMEOUT=600 + +AI_HISTORY_DIR=var/agent-history +AI_CONTEXT_LINES=20 +AI_CONTEXT_LINES_FULL=500 +###< AI Agent Core ### + +###> AI Agent Debug ### +AI_DEBUG=false +AI_LOG_PROMPT=false +AI_LOG_CONTEXT=false +###< AI Agent Debug ### diff --git a/.env.local b/.env.local new file mode 100644 index 0000000..b17a653 --- /dev/null +++ b/.env.local @@ -0,0 +1,36 @@ +APP_ENV=prod +MAILER_DRIVER="smtp" +MAILER_HOST="127.0.0.1" +MAILER_URL="smtp://127.0.0.1:1025" +DATABASE_DRIVER="mysql" +DATABASE_HOST="db" +DATABASE_USER="db" +DATABASE_SERVER="mysql://db:3306" +DATABASE_URL="mysql://db:db@db:3306/db?sslmode=disable&charset=utf8mb4&serverVersion=10.11.0-mariadb" +VECTOR_DATABASE_URL=postgresql://db:db@pgvector:5432/db +MAILER_CATCHER="1" +MAILER_WEB_URL="https://ki-agent.ddev.site:8026" +DATABASE_PASSWORD="db" +DATABASE_PORT="3306" +DATABASE_VERSION="10.11.0-mariadb" +MAILER_PASSWORD="" +MAILER_DSN="smtp://127.0.0.1:1025" +MAILER_PORT="1025" +MAILER_AUTH_MODE="" +MAILER_USERNAME="" +DATABASE_NAME="db" + +AI_LLM_API_URL=http://192.168.178.143:11434/api/generate +AI_LLM_MODEL=mto-model +AI_LLM_TIMEOUT=600 +AI_HISTORY_DIR=var/agent-history + + +###> AI Agent Debug ### +AI_DEBUG=false +AI_LOG_PROMPT=true +AI_LOG_CONTEXT=true +###< AI Agent Debug ### + + + diff --git a/.gitignore b/.gitignore index 13ff59d..5f30ba5 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,10 @@ +.ddev +.idea +/var/knowledge +/src/Vector/.venv +/src/Vector/vector.index +/src/Vector/vector_meta.json +test.* # ---> Symfony # Cache and logs (Symfony2) /app/cache/* diff 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"*", + "ext-curl": "*", + "ext-iconv": "*" + }, + "platform-dev": {}, + "plugin-api-version": "2.9.0" +} diff --git a/config/bundles.php b/config/bundles.php new file mode 100644 index 0000000..5b11b41 --- /dev/null +++ b/config/bundles.php @@ -0,0 +1,6 @@ + ['all' => true], + Symfony\Bundle\MonologBundle\MonologBundle::class => ['all' => true], +]; diff --git a/config/packages/cache.yaml b/config/packages/cache.yaml new file mode 100644 index 0000000..6899b72 --- /dev/null +++ b/config/packages/cache.yaml @@ -0,0 +1,19 @@ +framework: + cache: + # Unique name of your app: used to compute stable namespaces for cache keys. + #prefix_seed: your_vendor_name/app_name + + # The "app" cache stores to the filesystem by default. + # The data in this cache should persist between deploys. + # Other options include: + + # Redis + #app: cache.adapter.redis + #default_redis_provider: redis://localhost + + # APCu (not recommended with heavy random-write workloads as memory fragmentation can cause perf issues) + #app: cache.adapter.apcu + + # Namespaced pools use the above "app" backend by default + #pools: + #my.dedicated.cache: null diff --git a/config/packages/framework.yaml b/config/packages/framework.yaml new file mode 100644 index 0000000..7853e9e --- /dev/null +++ b/config/packages/framework.yaml @@ -0,0 +1,24 @@ +# see https://symfony.com/doc/current/reference/configuration/framework.html +framework: + secret: '%env(APP_SECRET)%' + #csrf_protection: true + http_method_override: false + + # Enables session support. Note that the session will ONLY be started if you read or write from it. + # Remove or comment this section to explicitly disable session support. + session: + handler_id: null + cookie_secure: auto + cookie_samesite: lax + storage_factory_id: session.storage.factory.native + + #esi: true + #fragments: true + php_errors: + log: true + +when@test: + framework: + test: true + session: + storage_factory_id: session.storage.factory.mock_file diff --git a/config/packages/monolog.yaml b/config/packages/monolog.yaml new file mode 100644 index 0000000..39ed74a --- /dev/null +++ b/config/packages/monolog.yaml @@ -0,0 +1,9 @@ +monolog: + channels: ['agent'] + + handlers: + agent: + type: stream + path: '%kernel.logs_dir%/agent.log' + level: debug + channels: ['agent'] diff --git a/config/packages/routing.yaml b/config/packages/routing.yaml new file mode 100644 index 0000000..4b766ce --- /dev/null +++ b/config/packages/routing.yaml @@ -0,0 +1,12 @@ +framework: + router: + utf8: true + + # Configure how to generate URLs in non-HTTP contexts, such as CLI commands. + # See https://symfony.com/doc/current/routing.html#generating-urls-in-commands + #default_uri: http://localhost + +when@prod: + framework: + router: + strict_requirements: null diff --git a/config/preload.php b/config/preload.php new file mode 100644 index 0000000..5ebcdb2 --- /dev/null +++ b/config/preload.php @@ -0,0 +1,5 @@ + [ + * 'App\\' => [ + * 'resource' => '../src/', + * ], + * ], + * ]); + * ``` + * + * @psalm-type ImportsConfig = list + * @psalm-type ParametersConfig = array|null>|null> + * @psalm-type ArgumentsType = list|array + * @psalm-type CallType = array|array{0:string, 1?:ArgumentsType, 2?:bool}|array{method:string, arguments?:ArgumentsType, returns_clone?:bool} + * @psalm-type TagsType = list>> // arrays inside the list must have only one element, with the tag name as the key + * @psalm-type CallbackType = string|array{0:string|ReferenceConfigurator,1:string}|\Closure|ReferenceConfigurator|ExpressionConfigurator + * @psalm-type DeprecationType = array{package: string, version: string, message?: string} + * @psalm-type DefaultsType = array{ + * public?: bool, + * tags?: TagsType, + * resource_tags?: TagsType, + * autowire?: bool, + * autoconfigure?: bool, + * bind?: array, + * } + * @psalm-type InstanceofType = array{ + * shared?: bool, + * lazy?: bool|string, + * public?: bool, + * properties?: array, + * configurator?: CallbackType, + * calls?: list, + * tags?: TagsType, + * resource_tags?: TagsType, + * autowire?: bool, + * bind?: array, + * constructor?: string, + * } + * @psalm-type DefinitionType = array{ + * class?: string, + * file?: string, + * parent?: string, + * shared?: bool, + * synthetic?: bool, + * lazy?: bool|string, + * public?: bool, + * abstract?: bool, + * deprecated?: DeprecationType, + * factory?: CallbackType, + * configurator?: CallbackType, + * arguments?: ArgumentsType, + * properties?: array, + * calls?: list, + * tags?: TagsType, + * resource_tags?: TagsType, + * decorates?: string, + * decoration_inner_name?: string, + * decoration_priority?: int, + * decoration_on_invalid?: 'exception'|'ignore'|null, + * autowire?: bool, + * autoconfigure?: bool, + * bind?: array, + * constructor?: string, + * from_callable?: CallbackType, + * } + * @psalm-type AliasType = string|array{ + * alias: string, + * public?: bool, + * deprecated?: DeprecationType, + * } + * @psalm-type PrototypeType = array{ + * resource: string, + * namespace?: string, + * exclude?: string|list, + * parent?: string, + * shared?: bool, + * lazy?: bool|string, + * public?: bool, + * abstract?: bool, + * deprecated?: DeprecationType, + * factory?: CallbackType, + * arguments?: ArgumentsType, + * properties?: array, + * configurator?: CallbackType, + * calls?: list, + * tags?: TagsType, + * resource_tags?: TagsType, + * autowire?: bool, + * autoconfigure?: bool, + * bind?: array, + * constructor?: string, + * } + * @psalm-type StackType = array{ + * stack: list>, + * public?: bool, + * deprecated?: DeprecationType, + * } + * @psalm-type ServicesConfig = array{ + * _defaults?: DefaultsType, + * _instanceof?: InstanceofType, + * ... + * } + * @psalm-type ExtensionType = array + * @psalm-type FrameworkConfig = array{ + * secret?: scalar|null|Param, + * http_method_override?: bool|Param, // Set true to enable support for the '_method' request parameter to determine the intended HTTP method on POST requests. // Default: false + * allowed_http_method_override?: list|null, + * trust_x_sendfile_type_header?: scalar|null|Param, // Set true to enable support for xsendfile in binary file responses. // Default: "%env(bool:default::SYMFONY_TRUST_X_SENDFILE_TYPE_HEADER)%" + * ide?: scalar|null|Param, // Default: "%env(default::SYMFONY_IDE)%" + * test?: bool|Param, + * default_locale?: scalar|null|Param, // Default: "en" + * set_locale_from_accept_language?: bool|Param, // Whether to use the Accept-Language HTTP header to set the Request locale (only when the "_locale" request attribute is not passed). // Default: false + * set_content_language_from_locale?: bool|Param, // Whether to set the Content-Language HTTP header on the Response using the Request locale. // Default: false + * enabled_locales?: list, + * trusted_hosts?: list, + * trusted_proxies?: mixed, // Default: ["%env(default::SYMFONY_TRUSTED_PROXIES)%"] + * trusted_headers?: list, + * error_controller?: scalar|null|Param, // Default: "error_controller" + * handle_all_throwables?: bool|Param, // HttpKernel will handle all kinds of \Throwable. // Default: true + * csrf_protection?: bool|array{ + * enabled?: scalar|null|Param, // Default: null + * stateless_token_ids?: list, + * check_header?: scalar|null|Param, // Whether to check the CSRF token in a header in addition to a cookie when using stateless protection. // Default: false + * cookie_name?: scalar|null|Param, // The name of the cookie to use when using stateless protection. // Default: "csrf-token" + * }, + * form?: bool|array{ // Form configuration + * enabled?: bool|Param, // Default: false + * csrf_protection?: array{ + * enabled?: scalar|null|Param, // Default: null + * token_id?: scalar|null|Param, // Default: null + * field_name?: scalar|null|Param, // Default: "_token" + * field_attr?: array, + * }, + * }, + * http_cache?: bool|array{ // HTTP cache configuration + * enabled?: bool|Param, // Default: false + * debug?: bool|Param, // Default: "%kernel.debug%" + * trace_level?: "none"|"short"|"full"|Param, + * trace_header?: scalar|null|Param, + * default_ttl?: int|Param, + * private_headers?: list, + * skip_response_headers?: list, + * allow_reload?: bool|Param, + * allow_revalidate?: bool|Param, + * stale_while_revalidate?: int|Param, + * stale_if_error?: int|Param, + * terminate_on_cache_hit?: bool|Param, + * }, + * esi?: bool|array{ // ESI configuration + * enabled?: bool|Param, // Default: false + * }, + * ssi?: bool|array{ // SSI configuration + * enabled?: bool|Param, // Default: false + * }, + * fragments?: bool|array{ // Fragments configuration + * enabled?: bool|Param, // Default: false + * hinclude_default_template?: scalar|null|Param, // Default: null + * path?: scalar|null|Param, // Default: "/_fragment" + * }, + * profiler?: bool|array{ // Profiler configuration + * enabled?: bool|Param, // Default: false + * collect?: bool|Param, // Default: true + * collect_parameter?: scalar|null|Param, // The name of the parameter to use to enable or disable collection on a per request basis. // Default: null + * only_exceptions?: bool|Param, // Default: false + * only_main_requests?: bool|Param, // Default: false + * dsn?: scalar|null|Param, // Default: "file:%kernel.cache_dir%/profiler" + * collect_serializer_data?: bool|Param, // Enables the serializer data collector and profiler panel. // Default: false + * }, + * workflows?: bool|array{ + * enabled?: bool|Param, // Default: false + * workflows?: array, + * definition_validators?: list, + * support_strategy?: scalar|null|Param, + * initial_marking?: list, + * events_to_dispatch?: list|null, + * places?: list, + * }>, + * transitions: list, + * to?: list, + * weight?: int|Param, // Default: 1 + * metadata?: list, + * }>, + * metadata?: list, + * }>, + * }, + * router?: bool|array{ // Router configuration + * enabled?: bool|Param, // Default: false + * resource: scalar|null|Param, + * type?: scalar|null|Param, + * cache_dir?: scalar|null|Param, // Deprecated: Setting the "framework.router.cache_dir.cache_dir" configuration option is deprecated. It will be removed in version 8.0. // Default: "%kernel.build_dir%" + * default_uri?: scalar|null|Param, // The default URI used to generate URLs in a non-HTTP context. // Default: null + * http_port?: scalar|null|Param, // Default: 80 + * https_port?: scalar|null|Param, // Default: 443 + * strict_requirements?: scalar|null|Param, // set to true to throw an exception when a parameter does not match the requirements set to false to disable exceptions when a parameter does not match the requirements (and return null instead) set to null to disable parameter checks against requirements 'true' is the preferred configuration in development mode, while 'false' or 'null' might be preferred in production // Default: true + * utf8?: bool|Param, // Default: true + * }, + * session?: bool|array{ // Session configuration + * enabled?: bool|Param, // Default: false + * storage_factory_id?: scalar|null|Param, // Default: "session.storage.factory.native" + * handler_id?: scalar|null|Param, // Defaults to using the native session handler, or to the native *file* session handler if "save_path" is not null. + * name?: scalar|null|Param, + * cookie_lifetime?: scalar|null|Param, + * cookie_path?: scalar|null|Param, + * cookie_domain?: scalar|null|Param, + * cookie_secure?: true|false|"auto"|Param, // Default: "auto" + * cookie_httponly?: bool|Param, // Default: true + * cookie_samesite?: null|"lax"|"strict"|"none"|Param, // Default: "lax" + * use_cookies?: bool|Param, + * gc_divisor?: scalar|null|Param, + * gc_probability?: scalar|null|Param, + * gc_maxlifetime?: scalar|null|Param, + * save_path?: scalar|null|Param, // Defaults to "%kernel.cache_dir%/sessions" if the "handler_id" option is not null. + * metadata_update_threshold?: int|Param, // Seconds to wait between 2 session metadata updates. // Default: 0 + * sid_length?: int|Param, // Deprecated: Setting the "framework.session.sid_length.sid_length" configuration option is deprecated. It will be removed in version 8.0. No alternative is provided as PHP 8.4 has deprecated the related option. + * sid_bits_per_character?: int|Param, // Deprecated: Setting the "framework.session.sid_bits_per_character.sid_bits_per_character" configuration option is deprecated. It will be removed in version 8.0. No alternative is provided as PHP 8.4 has deprecated the related option. + * }, + * request?: bool|array{ // Request configuration + * enabled?: bool|Param, // Default: false + * formats?: array>, + * }, + * assets?: bool|array{ // Assets configuration + * enabled?: bool|Param, // Default: false + * strict_mode?: bool|Param, // Throw an exception if an entry is missing from the manifest.json. // Default: false + * version_strategy?: scalar|null|Param, // Default: null + * version?: scalar|null|Param, // Default: null + * version_format?: scalar|null|Param, // Default: "%%s?%%s" + * json_manifest_path?: scalar|null|Param, // Default: null + * base_path?: scalar|null|Param, // Default: "" + * base_urls?: list, + * packages?: array, + * }>, + * }, + * asset_mapper?: bool|array{ // Asset Mapper configuration + * enabled?: bool|Param, // Default: false + * paths?: array, + * excluded_patterns?: list, + * exclude_dotfiles?: bool|Param, // If true, any files starting with "." will be excluded from the asset mapper. // Default: true + * server?: bool|Param, // If true, a "dev server" will return the assets from the public directory (true in "debug" mode only by default). // Default: true + * public_prefix?: scalar|null|Param, // The public path where the assets will be written to (and served from when "server" is true). // Default: "/assets/" + * missing_import_mode?: "strict"|"warn"|"ignore"|Param, // Behavior if an asset cannot be found when imported from JavaScript or CSS files - e.g. "import './non-existent.js'". "strict" means an exception is thrown, "warn" means a warning is logged, "ignore" means the import is left as-is. // Default: "warn" + * extensions?: array, + * importmap_path?: scalar|null|Param, // The path of the importmap.php file. // Default: "%kernel.project_dir%/importmap.php" + * importmap_polyfill?: scalar|null|Param, // The importmap name that will be used to load the polyfill. Set to false to disable. // Default: "es-module-shims" + * importmap_script_attributes?: array, + * vendor_dir?: scalar|null|Param, // The directory to store JavaScript vendors. // Default: "%kernel.project_dir%/assets/vendor" + * precompress?: bool|array{ // Precompress assets with Brotli, Zstandard and gzip. + * enabled?: bool|Param, // Default: false + * formats?: list, + * extensions?: list, + * }, + * }, + * translator?: bool|array{ // Translator configuration + * enabled?: bool|Param, // Default: false + * fallbacks?: list, + * logging?: bool|Param, // Default: false + * formatter?: scalar|null|Param, // Default: "translator.formatter.default" + * cache_dir?: scalar|null|Param, // Default: "%kernel.cache_dir%/translations" + * default_path?: scalar|null|Param, // The default path used to load translations. // Default: "%kernel.project_dir%/translations" + * paths?: list, + * pseudo_localization?: bool|array{ + * enabled?: bool|Param, // Default: false + * accents?: bool|Param, // Default: true + * expansion_factor?: float|Param, // Default: 1.0 + * brackets?: bool|Param, // Default: true + * parse_html?: bool|Param, // Default: false + * localizable_html_attributes?: list, + * }, + * providers?: array, + * locales?: list, + * }>, + * globals?: array, + * domain?: string|Param, + * }>, + * }, + * validation?: bool|array{ // Validation configuration + * enabled?: bool|Param, // Default: false + * cache?: scalar|null|Param, // Deprecated: Setting the "framework.validation.cache.cache" configuration option is deprecated. It will be removed in version 8.0. + * enable_attributes?: bool|Param, // Default: true + * static_method?: list, + * translation_domain?: scalar|null|Param, // Default: "validators" + * email_validation_mode?: "html5"|"html5-allow-no-tld"|"strict"|"loose"|Param, // Default: "html5" + * mapping?: array{ + * paths?: list, + * }, + * not_compromised_password?: bool|array{ + * enabled?: bool|Param, // When disabled, compromised passwords will be accepted as valid. // Default: true + * endpoint?: scalar|null|Param, // API endpoint for the NotCompromisedPassword Validator. // Default: null + * }, + * disable_translation?: bool|Param, // Default: false + * auto_mapping?: array, + * }>, + * }, + * annotations?: bool|array{ + * enabled?: bool|Param, // Default: false + * }, + * serializer?: bool|array{ // Serializer configuration + * enabled?: bool|Param, // Default: false + * enable_attributes?: bool|Param, // Default: true + * name_converter?: scalar|null|Param, + * circular_reference_handler?: scalar|null|Param, + * max_depth_handler?: scalar|null|Param, + * mapping?: array{ + * paths?: list, + * }, + * default_context?: list, + * named_serializers?: array, + * include_built_in_normalizers?: bool|Param, // Whether to include the built-in normalizers // Default: true + * include_built_in_encoders?: bool|Param, // Whether to include the built-in encoders // Default: true + * }>, + * }, + * property_access?: bool|array{ // Property access configuration + * enabled?: bool|Param, // Default: false + * magic_call?: bool|Param, // Default: false + * magic_get?: bool|Param, // Default: true + * magic_set?: bool|Param, // Default: true + * throw_exception_on_invalid_index?: bool|Param, // Default: false + * throw_exception_on_invalid_property_path?: bool|Param, // Default: true + * }, + * type_info?: bool|array{ // Type info configuration + * enabled?: bool|Param, // Default: false + * aliases?: array, + * }, + * property_info?: bool|array{ // Property info configuration + * enabled?: bool|Param, // Default: false + * with_constructor_extractor?: bool|Param, // Registers the constructor extractor. + * }, + * cache?: array{ // Cache configuration + * prefix_seed?: scalar|null|Param, // Used to namespace cache keys when using several apps with the same shared backend. // Default: "_%kernel.project_dir%.%kernel.container_class%" + * app?: scalar|null|Param, // App related cache pools configuration. // Default: "cache.adapter.filesystem" + * system?: scalar|null|Param, // System related cache pools configuration. // Default: "cache.adapter.system" + * directory?: scalar|null|Param, // Default: "%kernel.share_dir%/pools/app" + * default_psr6_provider?: scalar|null|Param, + * default_redis_provider?: scalar|null|Param, // Default: "redis://localhost" + * default_valkey_provider?: scalar|null|Param, // Default: "valkey://localhost" + * default_memcached_provider?: scalar|null|Param, // Default: "memcached://localhost" + * default_doctrine_dbal_provider?: scalar|null|Param, // Default: "database_connection" + * default_pdo_provider?: scalar|null|Param, // Default: null + * pools?: array, + * tags?: scalar|null|Param, // Default: null + * public?: bool|Param, // Default: false + * default_lifetime?: scalar|null|Param, // Default lifetime of the pool. + * provider?: scalar|null|Param, // Overwrite the setting from the default provider for this adapter. + * early_expiration_message_bus?: scalar|null|Param, + * clearer?: scalar|null|Param, + * }>, + * }, + * php_errors?: array{ // PHP errors handling configuration + * log?: mixed, // Use the application logger instead of the PHP logger for logging PHP errors. // Default: true + * throw?: bool|Param, // Throw PHP errors as \ErrorException instances. // Default: true + * }, + * exceptions?: array, + * web_link?: bool|array{ // Web links configuration + * enabled?: bool|Param, // Default: false + * }, + * lock?: bool|string|array{ // Lock configuration + * enabled?: bool|Param, // Default: false + * resources?: array>, + * }, + * semaphore?: bool|string|array{ // Semaphore configuration + * enabled?: bool|Param, // Default: false + * resources?: array, + * }, + * messenger?: bool|array{ // Messenger configuration + * enabled?: bool|Param, // Default: false + * routing?: array, + * }>, + * serializer?: array{ + * default_serializer?: scalar|null|Param, // Service id to use as the default serializer for the transports. // Default: "messenger.transport.native_php_serializer" + * symfony_serializer?: array{ + * format?: scalar|null|Param, // Serialization format for the messenger.transport.symfony_serializer service (which is not the serializer used by default). // Default: "json" + * context?: array, + * }, + * }, + * transports?: array, + * failure_transport?: scalar|null|Param, // Transport name to send failed messages to (after all retries have failed). // Default: null + * retry_strategy?: string|array{ + * service?: scalar|null|Param, // Service id to override the retry strategy entirely. // Default: null + * max_retries?: int|Param, // Default: 3 + * delay?: int|Param, // Time in ms to delay (or the initial value when multiplier is used). // Default: 1000 + * multiplier?: float|Param, // If greater than 1, delay will grow exponentially for each retry: this delay = (delay * (multiple ^ retries)). // Default: 2 + * max_delay?: int|Param, // Max time in ms that a retry should ever be delayed (0 = infinite). // Default: 0 + * jitter?: float|Param, // Randomness to apply to the delay (between 0 and 1). // Default: 0.1 + * }, + * rate_limiter?: scalar|null|Param, // Rate limiter name to use when processing messages. // Default: null + * }>, + * failure_transport?: scalar|null|Param, // Transport name to send failed messages to (after all retries have failed). // Default: null + * stop_worker_on_signals?: list, + * default_bus?: scalar|null|Param, // Default: null + * buses?: array, + * }>, + * }>, + * }, + * scheduler?: bool|array{ // Scheduler configuration + * enabled?: bool|Param, // Default: false + * }, + * disallow_search_engine_index?: bool|Param, // Enabled by default when debug is enabled. // Default: true + * http_client?: bool|array{ // HTTP Client configuration + * enabled?: bool|Param, // Default: false + * max_host_connections?: int|Param, // The maximum number of connections to a single host. + * default_options?: array{ + * headers?: array, + * vars?: array, + * max_redirects?: int|Param, // The maximum number of redirects to follow. + * http_version?: scalar|null|Param, // The default HTTP version, typically 1.1 or 2.0, leave to null for the best version. + * resolve?: array, + * proxy?: scalar|null|Param, // The URL of the proxy to pass requests through or null for automatic detection. + * no_proxy?: scalar|null|Param, // A comma separated list of hosts that do not require a proxy to be reached. + * timeout?: float|Param, // The idle timeout, defaults to the "default_socket_timeout" ini parameter. + * max_duration?: float|Param, // The maximum execution time for the request+response as a whole. + * bindto?: scalar|null|Param, // A network interface name, IP address, a host name or a UNIX socket to bind to. + * verify_peer?: bool|Param, // Indicates if the peer should be verified in a TLS context. + * verify_host?: bool|Param, // Indicates if the host should exist as a certificate common name. + * cafile?: scalar|null|Param, // A certificate authority file. + * capath?: scalar|null|Param, // A directory that contains multiple certificate authority files. + * local_cert?: scalar|null|Param, // A PEM formatted certificate file. + * local_pk?: scalar|null|Param, // A private key file. + * passphrase?: scalar|null|Param, // The passphrase used to encrypt the "local_pk" file. + * ciphers?: scalar|null|Param, // A list of TLS ciphers separated by colons, commas or spaces (e.g. "RC3-SHA:TLS13-AES-128-GCM-SHA256"...) + * peer_fingerprint?: array{ // Associative array: hashing algorithm => hash(es). + * sha1?: mixed, + * pin-sha256?: mixed, + * md5?: mixed, + * }, + * crypto_method?: scalar|null|Param, // The minimum version of TLS to accept; must be one of STREAM_CRYPTO_METHOD_TLSv*_CLIENT constants. + * extra?: array, + * rate_limiter?: scalar|null|Param, // Rate limiter name to use for throttling requests. // Default: null + * caching?: bool|array{ // Caching configuration. + * enabled?: bool|Param, // Default: false + * cache_pool?: string|Param, // The taggable cache pool to use for storing the responses. // Default: "cache.http_client" + * shared?: bool|Param, // Indicates whether the cache is shared (public) or private. // Default: true + * max_ttl?: int|Param, // The maximum TTL (in seconds) allowed for cached responses. Null means no cap. // Default: null + * }, + * retry_failed?: bool|array{ + * enabled?: bool|Param, // Default: false + * retry_strategy?: scalar|null|Param, // service id to override the retry strategy. // Default: null + * http_codes?: array, + * }>, + * max_retries?: int|Param, // Default: 3 + * delay?: int|Param, // Time in ms to delay (or the initial value when multiplier is used). // Default: 1000 + * multiplier?: float|Param, // If greater than 1, delay will grow exponentially for each retry: delay * (multiple ^ retries). // Default: 2 + * max_delay?: int|Param, // Max time in ms that a retry should ever be delayed (0 = infinite). // Default: 0 + * jitter?: float|Param, // Randomness in percent (between 0 and 1) to apply to the delay. // Default: 0.1 + * }, + * }, + * mock_response_factory?: scalar|null|Param, // The id of the service that should generate mock responses. It should be either an invokable or an iterable. + * scoped_clients?: array, + * headers?: array, + * max_redirects?: int|Param, // The maximum number of redirects to follow. + * http_version?: scalar|null|Param, // The default HTTP version, typically 1.1 or 2.0, leave to null for the best version. + * resolve?: array, + * proxy?: scalar|null|Param, // The URL of the proxy to pass requests through or null for automatic detection. + * no_proxy?: scalar|null|Param, // A comma separated list of hosts that do not require a proxy to be reached. + * timeout?: float|Param, // The idle timeout, defaults to the "default_socket_timeout" ini parameter. + * max_duration?: float|Param, // The maximum execution time for the request+response as a whole. + * bindto?: scalar|null|Param, // A network interface name, IP address, a host name or a UNIX socket to bind to. + * verify_peer?: bool|Param, // Indicates if the peer should be verified in a TLS context. + * verify_host?: bool|Param, // Indicates if the host should exist as a certificate common name. + * cafile?: scalar|null|Param, // A certificate authority file. + * capath?: scalar|null|Param, // A directory that contains multiple certificate authority files. + * local_cert?: scalar|null|Param, // A PEM formatted certificate file. + * local_pk?: scalar|null|Param, // A private key file. + * passphrase?: scalar|null|Param, // The passphrase used to encrypt the "local_pk" file. + * ciphers?: scalar|null|Param, // A list of TLS ciphers separated by colons, commas or spaces (e.g. "RC3-SHA:TLS13-AES-128-GCM-SHA256"...). + * peer_fingerprint?: array{ // Associative array: hashing algorithm => hash(es). + * sha1?: mixed, + * pin-sha256?: mixed, + * md5?: mixed, + * }, + * crypto_method?: scalar|null|Param, // The minimum version of TLS to accept; must be one of STREAM_CRYPTO_METHOD_TLSv*_CLIENT constants. + * extra?: array, + * rate_limiter?: scalar|null|Param, // Rate limiter name to use for throttling requests. // Default: null + * caching?: bool|array{ // Caching configuration. + * enabled?: bool|Param, // Default: false + * cache_pool?: string|Param, // The taggable cache pool to use for storing the responses. // Default: "cache.http_client" + * shared?: bool|Param, // Indicates whether the cache is shared (public) or private. // Default: true + * max_ttl?: int|Param, // The maximum TTL (in seconds) allowed for cached responses. Null means no cap. // Default: null + * }, + * retry_failed?: bool|array{ + * enabled?: bool|Param, // Default: false + * retry_strategy?: scalar|null|Param, // service id to override the retry strategy. // Default: null + * http_codes?: array, + * }>, + * max_retries?: int|Param, // Default: 3 + * delay?: int|Param, // Time in ms to delay (or the initial value when multiplier is used). // Default: 1000 + * multiplier?: float|Param, // If greater than 1, delay will grow exponentially for each retry: delay * (multiple ^ retries). // Default: 2 + * max_delay?: int|Param, // Max time in ms that a retry should ever be delayed (0 = infinite). // Default: 0 + * jitter?: float|Param, // Randomness in percent (between 0 and 1) to apply to the delay. // Default: 0.1 + * }, + * }>, + * }, + * mailer?: bool|array{ // Mailer configuration + * enabled?: bool|Param, // Default: false + * message_bus?: scalar|null|Param, // The message bus to use. Defaults to the default bus if the Messenger component is installed. // Default: null + * dsn?: scalar|null|Param, // Default: null + * transports?: array, + * envelope?: array{ // Mailer Envelope configuration + * sender?: scalar|null|Param, + * recipients?: list, + * allowed_recipients?: list, + * }, + * headers?: array, + * dkim_signer?: bool|array{ // DKIM signer configuration + * enabled?: bool|Param, // Default: false + * key?: scalar|null|Param, // Key content, or path to key (in PEM format with the `file://` prefix) // Default: "" + * domain?: scalar|null|Param, // Default: "" + * select?: scalar|null|Param, // Default: "" + * passphrase?: scalar|null|Param, // The private key passphrase // Default: "" + * options?: array, + * }, + * smime_signer?: bool|array{ // S/MIME signer configuration + * enabled?: bool|Param, // Default: false + * key?: scalar|null|Param, // Path to key (in PEM format) // Default: "" + * certificate?: scalar|null|Param, // Path to certificate (in PEM format without the `file://` prefix) // Default: "" + * passphrase?: scalar|null|Param, // The private key passphrase // Default: null + * extra_certificates?: scalar|null|Param, // Default: null + * sign_options?: int|Param, // Default: null + * }, + * smime_encrypter?: bool|array{ // S/MIME encrypter configuration + * enabled?: bool|Param, // Default: false + * repository?: scalar|null|Param, // S/MIME certificate repository service. This service shall implement the `Symfony\Component\Mailer\EventListener\SmimeCertificateRepositoryInterface`. // Default: "" + * cipher?: int|Param, // A set of algorithms used to encrypt the message // Default: null + * }, + * }, + * secrets?: bool|array{ + * enabled?: bool|Param, // Default: true + * vault_directory?: scalar|null|Param, // Default: "%kernel.project_dir%/config/secrets/%kernel.runtime_environment%" + * local_dotenv_file?: scalar|null|Param, // Default: "%kernel.project_dir%/.env.%kernel.runtime_environment%.local" + * decryption_env_var?: scalar|null|Param, // Default: "base64:default::SYMFONY_DECRYPTION_SECRET" + * }, + * notifier?: bool|array{ // Notifier configuration + * enabled?: bool|Param, // Default: false + * message_bus?: scalar|null|Param, // The message bus to use. Defaults to the default bus if the Messenger component is installed. // Default: null + * chatter_transports?: array, + * texter_transports?: array, + * notification_on_failed_messages?: bool|Param, // Default: false + * channel_policy?: array>, + * admin_recipients?: list, + * }, + * rate_limiter?: bool|array{ // Rate limiter configuration + * enabled?: bool|Param, // Default: false + * limiters?: array, + * limit?: int|Param, // The maximum allowed hits in a fixed interval or burst. + * interval?: scalar|null|Param, // Configures the fixed interval if "policy" is set to "fixed_window" or "sliding_window". The value must be a number followed by "second", "minute", "hour", "day", "week" or "month" (or their plural equivalent). + * rate?: array{ // Configures the fill rate if "policy" is set to "token_bucket". + * interval?: scalar|null|Param, // Configures the rate interval. The value must be a number followed by "second", "minute", "hour", "day", "week" or "month" (or their plural equivalent). + * amount?: int|Param, // Amount of tokens to add each interval. // Default: 1 + * }, + * }>, + * }, + * uid?: bool|array{ // Uid configuration + * enabled?: bool|Param, // Default: true + * default_uuid_version?: 7|6|4|1|Param, // Default: 7 + * name_based_uuid_version?: 5|3|Param, // Default: 5 + * name_based_uuid_namespace?: scalar|null|Param, + * time_based_uuid_version?: 7|6|1|Param, // Default: 7 + * time_based_uuid_node?: scalar|null|Param, + * }, + * html_sanitizer?: bool|array{ // HtmlSanitizer configuration + * enabled?: bool|Param, // Default: false + * sanitizers?: array, + * block_elements?: list, + * drop_elements?: list, + * allow_attributes?: array, + * drop_attributes?: array, + * force_attributes?: array>, + * force_https_urls?: bool|Param, // Transforms URLs using the HTTP scheme to use the HTTPS scheme instead. // Default: false + * allowed_link_schemes?: list, + * allowed_link_hosts?: list|null, + * allow_relative_links?: bool|Param, // Allows relative URLs to be used in links href attributes. // Default: false + * allowed_media_schemes?: list, + * allowed_media_hosts?: list|null, + * allow_relative_medias?: bool|Param, // Allows relative URLs to be used in media source attributes (img, audio, video, ...). // Default: false + * with_attribute_sanitizers?: list, + * without_attribute_sanitizers?: list, + * max_input_length?: int|Param, // The maximum length allowed for the sanitized input. // Default: 0 + * }>, + * }, + * webhook?: bool|array{ // Webhook configuration + * enabled?: bool|Param, // Default: false + * message_bus?: scalar|null|Param, // The message bus to use. // Default: "messenger.default_bus" + * routing?: array, + * }, + * remote-event?: bool|array{ // RemoteEvent configuration + * enabled?: bool|Param, // Default: false + * }, + * json_streamer?: bool|array{ // JSON streamer configuration + * enabled?: bool|Param, // Default: false + * }, + * } + * @psalm-type MonologConfig = array{ + * use_microseconds?: scalar|null|Param, // Default: true + * channels?: list, + * handlers?: array, + * }>, + * accepted_levels?: list, + * min_level?: scalar|null|Param, // Default: "DEBUG" + * max_level?: scalar|null|Param, // Default: "EMERGENCY" + * buffer_size?: scalar|null|Param, // Default: 0 + * flush_on_overflow?: bool|Param, // Default: false + * handler?: scalar|null|Param, + * url?: scalar|null|Param, + * exchange?: scalar|null|Param, + * exchange_name?: scalar|null|Param, // Default: "log" + * channel?: scalar|null|Param, // Default: null + * bot_name?: scalar|null|Param, // Default: "Monolog" + * use_attachment?: scalar|null|Param, // Default: true + * use_short_attachment?: scalar|null|Param, // Default: false + * include_extra?: scalar|null|Param, // Default: false + * icon_emoji?: scalar|null|Param, // Default: null + * webhook_url?: scalar|null|Param, + * exclude_fields?: list, + * token?: scalar|null|Param, + * region?: scalar|null|Param, + * source?: scalar|null|Param, + * use_ssl?: bool|Param, // Default: true + * user?: mixed, + * title?: scalar|null|Param, // Default: null + * host?: scalar|null|Param, // Default: null + * port?: scalar|null|Param, // Default: 514 + * config?: list, + * members?: list, + * connection_string?: scalar|null|Param, + * timeout?: scalar|null|Param, + * time?: scalar|null|Param, // Default: 60 + * deduplication_level?: scalar|null|Param, // Default: 400 + * store?: scalar|null|Param, // Default: null + * connection_timeout?: scalar|null|Param, + * persistent?: bool|Param, + * message_type?: scalar|null|Param, // Default: 0 + * parse_mode?: scalar|null|Param, // Default: null + * disable_webpage_preview?: bool|null|Param, // Default: null + * disable_notification?: bool|null|Param, // Default: null + * split_long_messages?: bool|Param, // Default: false + * delay_between_messages?: bool|Param, // Default: false + * topic?: int|Param, // Default: null + * factor?: int|Param, // Default: 1 + * tags?: list, + * console_formatter_options?: mixed, // Default: [] + * formatter?: scalar|null|Param, + * nested?: bool|Param, // Default: false + * publisher?: string|array{ + * id?: scalar|null|Param, + * hostname?: scalar|null|Param, + * port?: scalar|null|Param, // Default: 12201 + * chunk_size?: scalar|null|Param, // Default: 1420 + * encoder?: "json"|"compressed_json"|Param, + * }, + * mongodb?: string|array{ + * id?: scalar|null|Param, // ID of a MongoDB\Client service + * uri?: scalar|null|Param, + * username?: scalar|null|Param, + * password?: scalar|null|Param, + * database?: scalar|null|Param, // Default: "monolog" + * collection?: scalar|null|Param, // Default: "logs" + * }, + * elasticsearch?: string|array{ + * id?: scalar|null|Param, + * hosts?: list, + * host?: scalar|null|Param, + * port?: scalar|null|Param, // Default: 9200 + * transport?: scalar|null|Param, // Default: "Http" + * user?: scalar|null|Param, // Default: null + * password?: scalar|null|Param, // Default: null + * }, + * index?: scalar|null|Param, // Default: "monolog" + * document_type?: scalar|null|Param, // Default: "logs" + * ignore_error?: scalar|null|Param, // Default: false + * redis?: string|array{ + * id?: scalar|null|Param, + * host?: scalar|null|Param, + * password?: scalar|null|Param, // Default: null + * port?: scalar|null|Param, // Default: 6379 + * database?: scalar|null|Param, // Default: 0 + * key_name?: scalar|null|Param, // Default: "monolog_redis" + * }, + * predis?: string|array{ + * id?: scalar|null|Param, + * host?: scalar|null|Param, + * }, + * from_email?: scalar|null|Param, + * to_email?: list, + * subject?: scalar|null|Param, + * content_type?: scalar|null|Param, // Default: null + * headers?: list, + * mailer?: scalar|null|Param, // Default: null + * email_prototype?: string|array{ + * id: scalar|null|Param, + * method?: scalar|null|Param, // Default: null + * }, + * verbosity_levels?: array{ + * VERBOSITY_QUIET?: scalar|null|Param, // Default: "ERROR" + * VERBOSITY_NORMAL?: scalar|null|Param, // Default: "WARNING" + * VERBOSITY_VERBOSE?: scalar|null|Param, // Default: "NOTICE" + * VERBOSITY_VERY_VERBOSE?: scalar|null|Param, // Default: "INFO" + * VERBOSITY_DEBUG?: scalar|null|Param, // Default: "DEBUG" + * }, + * channels?: string|array{ + * type?: scalar|null|Param, + * elements?: list, + * }, + * }>, + * } + * @psalm-type ConfigType = array{ + * imports?: ImportsConfig, + * parameters?: ParametersConfig, + * services?: ServicesConfig, + * framework?: FrameworkConfig, + * monolog?: MonologConfig, + * "when@dev"?: array{ + * imports?: ImportsConfig, + * parameters?: ParametersConfig, + * services?: ServicesConfig, + * framework?: FrameworkConfig, + * monolog?: MonologConfig, + * }, + * "when@prod"?: array{ + * imports?: ImportsConfig, + * parameters?: ParametersConfig, + * services?: ServicesConfig, + * framework?: FrameworkConfig, + * monolog?: MonologConfig, + * }, + * "when@test"?: array{ + * imports?: ImportsConfig, + * parameters?: ParametersConfig, + * services?: ServicesConfig, + * framework?: FrameworkConfig, + * monolog?: MonologConfig, + * }, + * ..., + * }> + * } + */ +final class App +{ + /** + * @param ConfigType $config + * + * @psalm-return ConfigType + */ + public static function config(array $config): array + { + return AppReference::config($config); + } +} + +namespace Symfony\Component\Routing\Loader\Configurator; + +/** + * This class provides array-shapes for configuring the routes of an application. + * + * Example: + * + * ```php + * // config/routes.php + * namespace Symfony\Component\Routing\Loader\Configurator; + * + * return Routes::config([ + * 'controllers' => [ + * 'resource' => 'routing.controllers', + * ], + * ]); + * ``` + * + * @psalm-type RouteConfig = array{ + * path: string|array, + * controller?: string, + * methods?: string|list, + * requirements?: array, + * defaults?: array, + * options?: array, + * host?: string|array, + * schemes?: string|list, + * condition?: string, + * locale?: string, + * format?: string, + * utf8?: bool, + * stateless?: bool, + * } + * @psalm-type ImportConfig = array{ + * resource: string, + * type?: string, + * exclude?: string|list, + * prefix?: string|array, + * name_prefix?: string, + * trailing_slash_on_root?: bool, + * controller?: string, + * methods?: string|list, + * requirements?: array, + * defaults?: array, + * options?: array, + * host?: string|array, + * schemes?: string|list, + * condition?: string, + * locale?: string, + * format?: string, + * utf8?: bool, + * stateless?: bool, + * } + * @psalm-type AliasConfig = array{ + * alias: string, + * deprecated?: array{package:string, version:string, message?:string}, + * } + * @psalm-type RoutesConfig = array{ + * "when@dev"?: array, + * "when@prod"?: array, + * "when@test"?: array, + * ... + * } + */ +final class Routes +{ + /** + * @param RoutesConfig $config + * + * @psalm-return RoutesConfig + */ + public static function config(array $config): array + { + return $config; + } +} diff --git a/config/routes.yaml b/config/routes.yaml new file mode 100644 index 0000000..687a798 --- /dev/null +++ b/config/routes.yaml @@ -0,0 +1,6 @@ +#index: +# path: / +# controller: App\Controller\DefaultController::index +controllers: + resource: ../src/Controller/ + type: attribute \ No newline at end of file diff --git a/config/routes/framework.yaml b/config/routes/framework.yaml new file mode 100644 index 0000000..0fc74bb --- /dev/null +++ b/config/routes/framework.yaml @@ -0,0 +1,4 @@ +when@dev: + _errors: + resource: '@FrameworkBundle/Resources/config/routing/errors.xml' + prefix: /_error diff --git a/config/services.yaml b/config/services.yaml new file mode 100644 index 0000000..982fe49 --- /dev/null +++ b/config/services.yaml @@ -0,0 +1,106 @@ +# This file is the entry point to configure your own services. +# Files in the packages/ subdirectory configure your dependencies. +# +# https://symfony.com/doc/current/best_practices.html + +parameters: + +services: + + # ------------------------------------------------------------ + # Default service configuration + # ------------------------------------------------------------ + _defaults: + autowire: true + autoconfigure: true + + # Bind the agent-specific Monolog channel explicitly + bind: + Psr\Log\LoggerInterface $agentLogger: '@monolog.logger.agent' + string $projectDir: '%kernel.project_dir%' + + # ------------------------------------------------------------ + # Automatically register all services in src/ + # ------------------------------------------------------------ + App\: + resource: '../src/' + exclude: + - '../src/DependencyInjection/' + - '../src/Entity/' + - '../src/Kernel.php' + + # ------------------------------------------------------------ + # AI Agent – Infrastructure + # ------------------------------------------------------------ + App\Infrastructure\OllamaClient: + arguments: + $apiUrl: '%env(AI_LLM_API_URL)%' + $model: '%env(AI_LLM_MODEL)%' + $timeoutSeconds: '%env(int:AI_LLM_TIMEOUT)%' + + # ------------------------------------------------------------ + # AI Agent – Context & state + # ------------------------------------------------------------ + App\Context\ContextService: + arguments: + $historyDir: '%env(AI_HISTORY_DIR)%' + $projectDir: '%kernel.project_dir%' + + # ------------------------------------------------------------ + # AI Agent – Debug & logging flags + # ------------------------------------------------------------ + App\Agent\AgentRunner: + arguments: + $debug: '%env(bool:AI_DEBUG)%' + $logPrompt: '%env(bool:AI_LOG_PROMPT)%' + $logContext: '%env(bool:AI_LOG_CONTEXT)%' + + App\Controller\: + resource: '../src/Controller/' + tags: [ 'controller.service_arguments' ] + + # ------------------------------------------------------------ + # AI Agent – Knowledge + # ------------------------------------------------------------ + App\Knowledge\Retrieval\ChunkKeywordRetriever: + arguments: + $chunksDir: '%kernel.project_dir%/var/knowledge/chunks' + + App\Knowledge\Retrieval\CachedRetriever: + arguments: + $inner: '@App\Knowledge\Retrieval\ChunkKeywordRetriever' + $cache: '@cache.app' + $ttlSeconds: 600 + + App\Knowledge\Retrieval\RetrieverInterface: + alias: App\Knowledge\Retrieval\CachedRetriever + + App\Knowledge\Ingest\ChunkWriter: + arguments: + $chunksDir: '%kernel.project_dir%/var/knowledge/chunks' + $manifestPath: '%kernel.project_dir%/var/knowledge/manifest.json' + + App\Knowledge\Ingest\ChunkIndexWriter: + arguments: + $indexPath: '%kernel.project_dir%/var/knowledge/index.json' + + App\Knowledge\Retrieval\ChunkIndexLoader: + arguments: + $indexPath: '%kernel.project_dir%/var/knowledge/index.json' + + App\Command\KnowledgeIngestCommand: + arguments: + $uploadsDir: '%kernel.project_dir%/var/knowledge/uploads' + + App\Vector\VectorSearchClient: + arguments: + $vectorDir: '%kernel.project_dir%/src/Vector' + + App\Command\VectorIngestCommand: + arguments: + $vectorDir: '%kernel.project_dir%/src/Vector' + $projectDir: '%kernel.project_dir%' + + App\Command\VectorInstallCommand: + arguments: + $vectorDir: '%kernel.project_dir%/src/Vector' \ No newline at end of file diff --git a/public/assets/js/base.js b/public/assets/js/base.js new file mode 100644 index 0000000..645fc16 --- /dev/null +++ b/public/assets/js/base.js @@ -0,0 +1,159 @@ +document.addEventListener('DOMContentLoaded', () => { + const chatEl = document.getElementById('chat'); + const promptEl = document.getElementById('prompt'); + const sendBtn = document.getElementById('send'); + const abortBtn = document.getElementById('abort'); + const clearBtn = document.getElementById('clear'); + + let abort = false; + + marked.setOptions({ breaks: true }); + + function renderMarkdown(text) { + return DOMPurify.sanitize(marked.parse(text)); + } + + function addMessage(role, html = '', extra = '') { + const msg = document.createElement('div'); + msg.className = 'message ' + role; + + const bubble = document.createElement('div'); + bubble.className = 'bubble ' + extra; + bubble.innerHTML = html; + + msg.appendChild(bubble); + chatEl.appendChild(msg); + chatEl.scrollTop = chatEl.scrollHeight; + + return bubble; + } + + function addLoader() { + return addMessage('assistant', 'AI is thinking…', 'loader'); + } + + async function loadHistory() { + try { + const res = await fetch('/history'); + if (!res.ok) return; + const messages = await res.json(); + messages.forEach(m => + addMessage(m.role, renderMarkdown(m.text)) + ); + } catch {} + } + + loadHistory(); + + sendBtn.addEventListener('click', async () => { + const prompt = promptEl.value.trim(); + if (!prompt) return; + + addMessage('user', renderMarkdown(prompt)); + promptEl.value = ''; + + const bubble = addLoader(); + let raw = ''; + let firstChunk = true; + let renderTimer = null; + + // 🔥 LÖSUNG: Throttled Rendering - maximal alle 100ms + function scheduleRender() { + if (renderTimer) return; + + renderTimer = setTimeout(() => { + // Der StreamChunker sendet bereits korrekt strukturierte Chunks + bubble.innerHTML = renderMarkdown(raw); + chatEl.scrollTop = chatEl.scrollHeight; + renderTimer = null; + }, 100); + } + + abort = false; + sendBtn.disabled = true; + abortBtn.disabled = false; + clearBtn.disabled = true; + + try { + document.getElementById('ai-cloud')?.classList.remove('d-none'); + + const res = await fetch('/ask-sse', { + method: 'POST', + headers: { 'Content-Type': 'application/json' }, + body: JSON.stringify({ prompt }) + }); + + const reader = res.body.getReader(); + const decoder = new TextDecoder(); + let sseBuffer = ''; + + while (!abort) { + const { value, done } = await reader.read(); + if (done) break; + + const chunk = decoder.decode(value, { stream: true }); + sseBuffer += chunk; + + // Parse SSE Events (können mehrere data:-Zeilen haben) + const events = sseBuffer.split('\n\n'); + sseBuffer = events.pop() || ''; // Letzten unvollständigen Event behalten + + events.forEach(event => { + if (!event.trim()) return; + + // Sammle alle "data:"-Zeilen und füge \n wieder ein + const dataLines = event + .split('\n') + .filter(line => line.startsWith('data: ')) + .map(line => line.slice(6)); + + if (dataLines.length === 0) return; + + // Verbinde mit \n (so wie es vom Backend kam) + const text = dataLines.join('\n'); + + if (text === '[DONE]') { + // Finales Rendering mit Normalisierung + if (renderTimer) { + clearTimeout(renderTimer); + renderTimer = null; + } + chatEl.scrollTop = chatEl.scrollHeight; + abort = true; + return; + } + + if (firstChunk) { + bubble.classList.remove('loader'); + bubble.innerHTML = ''; + firstChunk = false; + document.getElementById('ai-cloud')?.classList.add('d-none'); + } + + // Text sammeln und verzögert rendern + raw += text; + scheduleRender(); + }); + } + + } catch { + bubble.innerHTML += '
Error occurred.'; + } finally { + if (renderTimer) clearTimeout(renderTimer); + sendBtn.disabled = false; + abortBtn.disabled = true; + clearBtn.disabled = false; + } + }); + + abortBtn.addEventListener('click', () => { + abort = true; + addMessage('assistant', '[aborted]'); + }); + + clearBtn.addEventListener('click', async () => { + await fetch('/history/delete', { method: 'POST' }); + chatEl.innerHTML = ''; + addMessage('assistant', 'History cleared.'); + }); +}); \ No newline at end of file diff --git a/public/assets/js/bootstrap.bundle.min.js b/public/assets/js/bootstrap.bundle.min.js new file mode 100644 index 0000000..b1999d9 --- /dev/null +++ b/public/assets/js/bootstrap.bundle.min.js @@ -0,0 +1,7 @@ +/*! + * Bootstrap v5.3.2 (https://getbootstrap.com/) + * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors) + * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) + */ +!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=e():"function"==typeof define&&define.amd?define(e):(t="undefined"!=typeof globalThis?globalThis:t||self).bootstrap=e()}(this,(function(){"use strict";const t=new Map,e={set(e,i,n){t.has(e)||t.set(e,new Map);const s=t.get(e);s.has(i)||0===s.size?s.set(i,n):console.error(`Bootstrap doesn't allow more than one instance per element. 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this._getItems().indexOf(t)}_setActiveIndicatorElement(t){if(!this._indicatorsElement)return;const e=z.findOne(wt,this._indicatorsElement);e.classList.remove(yt),e.removeAttribute("aria-current");const i=z.findOne(`[data-bs-slide-to="${t}"]`,this._indicatorsElement);i&&(i.classList.add(yt),i.setAttribute("aria-current","true"))}_updateInterval(){const t=this._activeElement||this._getActive();if(!t)return;const e=Number.parseInt(t.getAttribute("data-bs-interval"),10);this._config.interval=e||this._config.defaultInterval}_slide(t,e=null){if(this._isSliding)return;const i=this._getActive(),n=t===at,s=e||b(this._getItems(),i,n,this._config.wrap);if(s===i)return;const o=this._getItemIndex(s),r=e=>N.trigger(this._element,e,{relatedTarget:s,direction:this._orderToDirection(t),from:this._getItemIndex(i),to:o});if(r(dt).defaultPrevented)return;if(!i||!s)return;const a=Boolean(this._interval);this.pause(),this._isSliding=!0,this._setActiveIndicatorElement(o),this._activeElement=s;const l=n?"carousel-item-start":"carousel-item-end",c=n?"carousel-item-next":"carousel-item-prev";s.classList.add(c),d(s),i.classList.add(l),s.classList.add(l),this._queueCallback((()=>{s.classList.remove(l,c),s.classList.add(yt),i.classList.remove(yt,c,l),this._isSliding=!1,r(ut)}),i,this._isAnimated()),a&&this.cycle()}_isAnimated(){return this._element.classList.contains("slide")}_getActive(){return z.findOne(Et,this._element)}_getItems(){return z.find(At,this._element)}_clearInterval(){this._interval&&(clearInterval(this._interval),this._interval=null)}_directionToOrder(t){return p()?t===ct?lt:at:t===ct?at:lt}_orderToDirection(t){return p()?t===lt?ct:ht:t===lt?ht:ct}static jQueryInterface(t){return this.each((function(){const e=xt.getOrCreateInstance(this,t);if("number"!=typeof t){if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}else e.to(t)}))}}N.on(document,bt,"[data-bs-slide], 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i=`scroll${e[0].toUpperCase()+e.slice(1)}`;this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(Mt),this._element.classList.add(Pt,Nt),this._element.style[e]="",N.trigger(this._element,St)}),this._element,!0),this._element.style[e]=`${this._element[i]}px`}hide(){if(this._isTransitioning||!this._isShown())return;if(N.trigger(this._element,Dt).defaultPrevented)return;const t=this._getDimension();this._element.style[t]=`${this._element.getBoundingClientRect()[t]}px`,d(this._element),this._element.classList.add(Mt),this._element.classList.remove(Pt,Nt);for(const t of this._triggerArray){const e=z.getElementFromSelector(t);e&&!this._isShown(e)&&this._addAriaAndCollapsedClass([t],!1)}this._isTransitioning=!0,this._element.style[t]="",this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(Mt),this._element.classList.add(Pt),N.trigger(this._element,$t)}),this._element,!0)}_isShown(t=this._element){return 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e=t.state,i=t.name,n=e.rects.reference,s=e.rects.popper,o=e.modifiersData.preventOverflow,r=ii(e,{elementContext:"reference"}),a=ii(e,{altBoundary:!0}),l=oi(r,n),c=oi(a,s,o),h=ri(l),d=ri(c);e.modifiersData[i]={referenceClippingOffsets:l,popperEscapeOffsets:c,isReferenceHidden:h,hasPopperEscaped:d},e.attributes.popper=Object.assign({},e.attributes.popper,{"data-popper-reference-hidden":h,"data-popper-escaped":d})}},li={name:"offset",enabled:!0,phase:"main",requires:["popperOffsets"],fn:function(t){var e=t.state,i=t.options,n=t.name,s=i.offset,o=void 0===s?[0,0]:s,r=ee.reduce((function(t,i){return t[i]=function(t,e,i){var n=be(t),s=[Vt,zt].indexOf(n)>=0?-1:1,o="function"==typeof i?i(Object.assign({},e,{placement:t})):i,r=o[0],a=o[1];return 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J,Z="x"===y?zt:Vt,tt="x"===y?Rt:qt,et=A[w],it="y"===w?"height":"width",nt=et+g[Z],st=et-g[tt],ot=-1!==[zt,Vt].indexOf(_),rt=null!=(J=null==x?void 0:x[w])?J:0,at=ot?nt:et-E[it]-T[it]-rt+O.altAxis,lt=ot?et+E[it]+T[it]-rt-O.altAxis:st,ct=f&&ot?function(t,e,i){var n=Ne(t,e,i);return n>i?i:n}(at,et,lt):Ne(f?at:nt,et,f?lt:st);A[w]=ct,k[w]=ct-et}e.modifiersData[n]=k}},requiresIfExists:["offset"]};function di(t,e,i){void 0===i&&(i=!1);var n,s,o=me(e),r=me(e)&&function(t){var e=t.getBoundingClientRect(),i=we(e.width)/t.offsetWidth||1,n=we(e.height)/t.offsetHeight||1;return 1!==i||1!==n}(e),a=Le(e),l=Te(t,r,i),c={scrollLeft:0,scrollTop:0},h={x:0,y:0};return(o||!o&&!i)&&(("body"!==ue(e)||Ue(a))&&(c=(n=e)!==fe(n)&&me(n)?{scrollLeft:(s=n).scrollLeft,scrollTop:s.scrollTop}:Xe(n)),me(e)?((h=Te(e,!0)).x+=e.clientLeft,h.y+=e.clientTop):a&&(h.x=Ye(a))),{x:l.left+c.scrollLeft-h.x,y:l.top+c.scrollTop-h.y,width:l.width,height:l.height}}function ui(t){var e=new Map,i=new Set,n=[];function s(t){i.add(t.name),[].concat(t.requires||[],t.requiresIfExists||[]).forEach((function(t){if(!i.has(t)){var n=e.get(t);n&&s(n)}})),n.push(t)}return t.forEach((function(t){e.set(t.name,t)})),t.forEach((function(t){i.has(t.name)||s(t)})),n}var fi={placement:"bottom",modifiers:[],strategy:"absolute"};function pi(){for(var t=arguments.length,e=new Array(t),i=0;iNumber.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(F.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...g(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=z.find(".dropdown-menu 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e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ei,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ii)?this:z.prev(this,Ii)[0]||z.next(this,Ii)[0]||z.findOne(Ii,t.delegateTarget.parentNode),o=qi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}N.on(document,Si,Ii,qi.dataApiKeydownHandler),N.on(document,Si,Pi,qi.dataApiKeydownHandler),N.on(document,Li,qi.clearMenus),N.on(document,Di,qi.clearMenus),N.on(document,Li,Ii,(function(t){t.preventDefault(),qi.getOrCreateInstance(this).toggle()})),m(qi);const Vi="backdrop",Ki="show",Qi=`mousedown.bs.${Vi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Yi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Ui extends H{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return Vi}show(t){if(!this._config.isVisible)return void g(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(Ki),this._emulateAnimation((()=>{g(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),g(t)}))):g(t)}dispose(){this._isAppended&&(N.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),N.on(t,Qi,(()=>{g(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",Ji=`focusin${Gi}`,Zi=`keydown.tab${Gi}`,tn="backward",en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends H{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),N.off(document,Gi),N.on(document,Ji,(t=>this._handleFocusin(t))),N.on(document,Zi,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,N.off(document,Gi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=z.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===tn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,(e=>e+t)),this._setElementAttributes(on,an,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=F.getDataAttribute(t,e);null!==i?(F.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const hn=".bs.modal",dn=`hide${hn}`,un=`hidePrevented${hn}`,fn=`hidden${hn}`,pn=`show${hn}`,mn=`shown${hn}`,gn=`resize${hn}`,_n=`click.dismiss${hn}`,bn=`mousedown.dismiss${hn}`,vn=`keydown.dismiss${hn}`,yn=`click${hn}.data-api`,wn="modal-open",An="show",En="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||N.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(N.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){N.off(window,hn),N.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,N.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){N.on(this._element,vn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),N.on(window,gn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),N.on(this._element,bn,(t=>{N.one(this._element,_n,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(wn),this._resetAdjustments(),this._scrollBar.reset(),N.trigger(this._element,fn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(N.trigger(this._element,un).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(En)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(En),this._queueCallback((()=>{this._element.classList.remove(En),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}N.on(document,yn,'[data-bs-toggle="modal"]',(function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),N.one(e,pn,(t=>{t.defaultPrevented||N.one(e,fn,(()=>{a(this)&&this.focus()}))}));const i=z.findOne(".modal.show");i&&On.getInstance(i).hide(),On.getOrCreateInstance(e).toggle(this)})),R(On),m(On);const xn=".bs.offcanvas",kn=".data-api",Ln=`load${xn}${kn}`,Sn="show",Dn="showing",$n="hiding",In=".offcanvas.show",Nn=`show${xn}`,Pn=`shown${xn}`,Mn=`hide${xn}`,jn=`hidePrevented${xn}`,Fn=`hidden${xn}`,Hn=`resize${xn}`,Wn=`click${xn}${kn}`,Bn=`keydown.dismiss${xn}`,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||N.trigger(this._element,Nn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Sn),this._element.classList.remove(Dn),N.trigger(this._element,Pn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(N.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add($n),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Sn,$n),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),N.trigger(this._element,Fn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():N.trigger(this._element,jn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){N.on(this._element,Bn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():N.trigger(this._element,jn))}))}static jQueryInterface(t){return this.each((function(){const e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}N.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=z.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;N.one(e,Fn,(()=>{a(this)&&this.focus()}));const i=z.findOne(In);i&&i!==e&&qn.getInstance(i).hide(),qn.getOrCreateInstance(e).toggle(this)})),N.on(window,Ln,(()=>{for(const t of z.find(In))qn.getOrCreateInstance(t).show()})),N.on(window,Hn,(()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()})),R(qn),m(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Yn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"
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")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Gn)}_setContent(t,e,i){const n=z.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Xn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return g(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const Zn=new Set(["sanitize","allowList","sanitizeFn"]),ts="fade",es="show",is=".modal",ns="hide.bs.modal",ss="hover",os="focus",rs={AUTO:"auto",TOP:"top",RIGHT:p()?"left":"right",BOTTOM:"bottom",LEFT:p()?"right":"left"},as={allowList:Vn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'',title:"",trigger:"hover focus"},ls={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class cs extends W{constructor(t,e){if(void 0===vi)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,e),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return as}static get DefaultType(){return ls}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),N.off(this._element.closest(is),ns,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=N.trigger(this._element,this.constructor.eventName("show")),e=(c(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),N.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._queueCallback((()=>{N.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!N.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._activeTrigger.click=!1,this._activeTrigger[os]=!1,this._activeTrigger[ss]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),N.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(ts,es),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(ts),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Jn({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(ts)}_isShown(){return this.tip&&this.tip.classList.contains(es)}_createPopper(t){const e=g(this._config.placement,[this,t,this._element]),i=rs[e.toUpperCase()];return bi(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return g(t,[this._element])}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,...g(this._config.popperConfig,[e])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)N.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===ss?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===ss?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");N.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?os:ss]=!0,e._enter()})),N.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?os:ss]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},N.on(this._element.closest(is),ns,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=F.getDataAttributes(this._element);for(const t of Object.keys(e))Zn.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:r(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=cs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(cs);const hs={...cs.Default,content:"",offset:[0,8],placement:"right",template:'',trigger:"click"},ds={...cs.DefaultType,content:"(null|string|element|function)"};class us extends cs{static get Default(){return hs}static get DefaultType(){return ds}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{".popover-header":this._getTitle(),".popover-body":this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=us.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(us);const fs=".bs.scrollspy",ps=`activate${fs}`,ms=`click${fs}`,gs=`load${fs}.data-api`,_s="active",bs="[href]",vs=".nav-link",ys=`${vs}, .nav-item > ${vs}, .list-group-item`,ws={offset:null,rootMargin:"0px 0px -25%",smoothScroll:!1,target:null,threshold:[.1,.5,1]},As={offset:"(number|null)",rootMargin:"string",smoothScroll:"boolean",target:"element",threshold:"array"};class Es extends W{constructor(t,e){super(t,e),this._targetLinks=new Map,this._observableSections=new 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e=this._observableSections.get(t.target.hash);if(e){t.preventDefault();const i=this._rootElement||window,n=e.offsetTop-this._element.offsetTop;if(i.scrollTo)return void i.scrollTo({top:n,behavior:"smooth"});i.scrollTop=n}})))}_getNewObserver(){const t={root:this._rootElement,threshold:this._config.threshold,rootMargin:this._config.rootMargin};return new IntersectionObserver((t=>this._observerCallback(t)),t)}_observerCallback(t){const e=t=>this._targetLinks.get(`#${t.target.id}`),i=t=>{this._previousScrollData.visibleEntryTop=t.target.offsetTop,this._process(e(t))},n=(this._rootElement||document.documentElement).scrollTop,s=n>=this._previousScrollData.parentScrollTop;this._previousScrollData.parentScrollTop=n;for(const o of t){if(!o.isIntersecting){this._activeTarget=null,this._clearActiveClass(e(o));continue}const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=z.find(bs,this._config.target);for(const e of t){if(!e.hash||l(e))continue;const t=z.findOne(decodeURI(e.hash),this._element);a(t)&&(this._targetLinks.set(decodeURI(e.hash),e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(_s),this._activateParents(t),N.trigger(this._element,ps,{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))z.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(_s);else for(const e of z.parents(t,".nav, .list-group"))for(const t of z.prev(e,ys))t.classList.add(_s)}_clearActiveClass(t){t.classList.remove(_s);const e=z.find(`${bs}.${_s}`,t);for(const t of e)t.classList.remove(_s)}static jQueryInterface(t){return this.each((function(){const e=Es.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No 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t=this.rules.block.hr.exec(e);if(t)return{type:"hr",raw:A(t[0],` +`)}}blockquote(e){let t=this.rules.block.blockquote.exec(e);if(t){let n=A(t[0],` +`).split(` +`),s="",i="",r=[];for(;n.length>0;){let o=!1,a=[],c;for(c=0;c1,i={type:"list",raw:"",ordered:s,start:s?+n.slice(0,-1):"",loose:!1,items:[]};n=s?`\\d{1,9}\\${n.slice(-1)}`:`\\${n}`,this.options.pedantic&&(n=s?n:"[*+-]");let r=this.rules.other.listItemRegex(n),o=!1;for(;e;){let c=!1,p="",u="";if(!(t=r.exec(e))||this.rules.block.hr.test(e))break;p=t[0],e=e.substring(p.length);let d=t[2].split(` +`,1)[0].replace(this.rules.other.listReplaceTabs,Z=>" ".repeat(3*Z.length)),g=e.split(` +`,1)[0],T=!d.trim(),f=0;if(this.options.pedantic?(f=2,u=d.trimStart()):T?f=t[1].length+1:(f=t[2].search(this.rules.other.nonSpaceChar),f=f>4?1:f,u=d.slice(f),f+=t[1].length),T&&this.rules.other.blankLine.test(g)&&(p+=g+` +`,e=e.substring(g.length+1),c=!0),!c){let Z=this.rules.other.nextBulletRegex(f),te=this.rules.other.hrRegex(f),ne=this.rules.other.fencesBeginRegex(f),se=this.rules.other.headingBeginRegex(f),xe=this.rules.other.htmlBeginRegex(f);for(;e;){let G=e.split(` +`,1)[0],C;if(g=G,this.options.pedantic?(g=g.replace(this.rules.other.listReplaceNesting," "),C=g):C=g.replace(this.rules.other.tabCharGlobal," "),ne.test(g)||se.test(g)||xe.test(g)||Z.test(g)||te.test(g))break;if(C.search(this.rules.other.nonSpaceChar)>=f||!g.trim())u+=` +`+C.slice(f);else{if(T||d.replace(this.rules.other.tabCharGlobal," ").search(this.rules.other.nonSpaceChar)>=4||ne.test(d)||se.test(d)||te.test(d))break;u+=` +`+g}!T&&!g.trim()&&(T=!0),p+=G+` +`,e=e.substring(G.length+1),d=C.slice(f)}}i.loose||(o?i.loose=!0:this.rules.other.doubleBlankLine.test(p)&&(o=!0));let y=null,ee;this.options.gfm&&(y=this.rules.other.listIsTask.exec(u),y&&(ee=y[0]!=="[ ] 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t=this.rules.inline.escape.exec(e);if(t)return{type:"escape",raw:t[0],text:t[1]}}tag(e){let t=this.rules.inline.tag.exec(e);if(t)return!this.lexer.state.inLink&&this.rules.other.startATag.test(t[0])?this.lexer.state.inLink=!0:this.lexer.state.inLink&&this.rules.other.endATag.test(t[0])&&(this.lexer.state.inLink=!1),!this.lexer.state.inRawBlock&&this.rules.other.startPreScriptTag.test(t[0])?this.lexer.state.inRawBlock=!0:this.lexer.state.inRawBlock&&this.rules.other.endPreScriptTag.test(t[0])&&(this.lexer.state.inRawBlock=!1),{type:"html",raw:t[0],inLink:this.lexer.state.inLink,inRawBlock:this.lexer.state.inRawBlock,block:!1,text:t[0]}}link(e){let t=this.rules.inline.link.exec(e);if(t){let n=t[2].trim();if(!this.options.pedantic&&this.rules.other.startAngleBracket.test(n)){if(!this.rules.other.endAngleBracket.test(n))return;let r=A(n.slice(0,-1),"\\");if((n.length-r.length)%2===0)return}else{let r=de(t[2],"()");if(r===-2)return;if(r>-1){let 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s=this.rules.inline.emStrongLDelim.exec(e);if(!s||s[3]&&n.match(this.rules.other.unicodeAlphaNumeric))return;if(!(s[1]||s[2]||"")||!n||this.rules.inline.punctuation.exec(n)){let r=[...s[0]].length-1,o,a,c=r,p=0,u=s[0][0]==="*"?this.rules.inline.emStrongRDelimAst:this.rules.inline.emStrongRDelimUnd;for(u.lastIndex=0,t=t.slice(-1*e.length+r);(s=u.exec(t))!=null;){if(o=s[1]||s[2]||s[3]||s[4]||s[5]||s[6],!o)continue;if(a=[...o].length,s[3]||s[4]){c+=a;continue}else if((s[5]||s[6])&&r%3&&!((r+a)%3)){p+=a;continue}if(c-=a,c>0)continue;a=Math.min(a,a+c+p);let d=[...s[0]][0].length,g=e.slice(0,r+s.index+d+a);if(Math.min(r,a)%2){let f=g.slice(1,-1);return{type:"em",raw:g,text:f,tokens:this.lexer.inlineTokens(f)}}let T=g.slice(2,-2);return{type:"strong",raw:g,text:T,tokens:this.lexer.inlineTokens(T)}}}}codespan(e){let t=this.rules.inline.code.exec(e);if(t){let n=t[2].replace(this.rules.other.newLineCharGlobal," 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n=this.lexer.state.inRawBlock;return{type:"text",raw:t[0],text:t[0],escaped:n}}}};var x=class l{tokens;options;state;tokenizer;inlineQueue;constructor(e){this.tokens=[],this.tokens.links=Object.create(null),this.options=e||w,this.options.tokenizer=this.options.tokenizer||new S,this.tokenizer=this.options.tokenizer,this.tokenizer.options=this.options,this.tokenizer.lexer=this,this.inlineQueue=[],this.state={inLink:!1,inRawBlock:!1,top:!0};let t={other:m,block:B.normal,inline:P.normal};this.options.pedantic?(t.block=B.pedantic,t.inline=P.pedantic):this.options.gfm&&(t.block=B.gfm,this.options.breaks?t.inline=P.breaks:t.inline=P.gfm),this.tokenizer.rules=t}static get rules(){return{block:B,inline:P}}static lex(e,t){return new l(t).lex(e)}static lexInline(e,t){return new l(t).inlineTokens(e)}lex(e){e=e.replace(m.carriageReturn,` +`),this.blockTokens(e,this.tokens);for(let t=0;t(s=r.call({lexer:this},e,t))?(e=e.substring(s.raw.length),t.push(s),!0):!1))continue;if(s=this.tokenizer.space(e)){e=e.substring(s.raw.length);let r=t.at(-1);s.raw.length===1&&r!==void 0?r.raw+=` +`:t.push(s);continue}if(s=this.tokenizer.code(e)){e=e.substring(s.raw.length);let r=t.at(-1);r?.type==="paragraph"||r?.type==="text"?(r.raw+=` +`+s.raw,r.text+=` +`+s.text,this.inlineQueue.at(-1).src=r.text):t.push(s);continue}if(s=this.tokenizer.fences(e)){e=e.substring(s.raw.length),t.push(s);continue}if(s=this.tokenizer.heading(e)){e=e.substring(s.raw.length),t.push(s);continue}if(s=this.tokenizer.hr(e)){e=e.substring(s.raw.length),t.push(s);continue}if(s=this.tokenizer.blockquote(e)){e=e.substring(s.raw.length),t.push(s);continue}if(s=this.tokenizer.list(e)){e=e.substring(s.raw.length),t.push(s);continue}if(s=this.tokenizer.html(e)){e=e.substring(s.raw.length),t.push(s);continue}if(s=this.tokenizer.def(e)){e=e.substring(s.raw.length);let r=t.at(-1);r?.type==="paragraph"||r?.type==="text"?(r.raw+=` +`+s.raw,r.text+=` +`+s.raw,this.inlineQueue.at(-1).src=r.text):this.tokens.links[s.tag]||(this.tokens.links[s.tag]={href:s.href,title:s.title});continue}if(s=this.tokenizer.table(e)){e=e.substring(s.raw.length),t.push(s);continue}if(s=this.tokenizer.lheading(e)){e=e.substring(s.raw.length),t.push(s);continue}let i=e;if(this.options.extensions?.startBlock){let r=1/0,o=e.slice(1),a;this.options.extensions.startBlock.forEach(c=>{a=c.call({lexer:this},o),typeof a=="number"&&a>=0&&(r=Math.min(r,a))}),r<1/0&&r>=0&&(i=e.substring(0,r+1))}if(this.state.top&&(s=this.tokenizer.paragraph(i))){let r=t.at(-1);n&&r?.type==="paragraph"?(r.raw+=` +`+s.raw,r.text+=` +`+s.text,this.inlineQueue.pop(),this.inlineQueue.at(-1).src=r.text):t.push(s),n=i.length!==e.length,e=e.substring(s.raw.length);continue}if(s=this.tokenizer.text(e)){e=e.substring(s.raw.length);let r=t.at(-1);r?.type==="text"?(r.raw+=` +`+s.raw,r.text+=` +`+s.text,this.inlineQueue.pop(),this.inlineQueue.at(-1).src=r.text):t.push(s);continue}if(e){let r="Infinite loop on byte: "+e.charCodeAt(0);if(this.options.silent){console.error(r);break}else throw new Error(r)}}return this.state.top=!0,t}inline(e,t=[]){return this.inlineQueue.push({src:e,tokens:t}),t}inlineTokens(e,t=[]){let n=e,s=null;if(this.tokens.links){let o=Object.keys(this.tokens.links);if(o.length>0)for(;(s=this.tokenizer.rules.inline.reflinkSearch.exec(n))!=null;)o.includes(s[0].slice(s[0].lastIndexOf("[")+1,-1))&&(n=n.slice(0,s.index)+"["+"a".repeat(s[0].length-2)+"]"+n.slice(this.tokenizer.rules.inline.reflinkSearch.lastIndex))}for(;(s=this.tokenizer.rules.inline.anyPunctuation.exec(n))!=null;)n=n.slice(0,s.index)+"++"+n.slice(this.tokenizer.rules.inline.anyPunctuation.lastIndex);for(;(s=this.tokenizer.rules.inline.blockSkip.exec(n))!=null;)n=n.slice(0,s.index)+"["+"a".repeat(s[0].length-2)+"]"+n.slice(this.tokenizer.rules.inline.blockSkip.lastIndex);let i=!1,r="";for(;e;){i||(r=""),i=!1;let o;if(this.options.extensions?.inline?.some(c=>(o=c.call({lexer:this},e,t))?(e=e.substring(o.raw.length),t.push(o),!0):!1))continue;if(o=this.tokenizer.escape(e)){e=e.substring(o.raw.length),t.push(o);continue}if(o=this.tokenizer.tag(e)){e=e.substring(o.raw.length),t.push(o);continue}if(o=this.tokenizer.link(e)){e=e.substring(o.raw.length),t.push(o);continue}if(o=this.tokenizer.reflink(e,this.tokens.links)){e=e.substring(o.raw.length);let c=t.at(-1);o.type==="text"&&c?.type==="text"?(c.raw+=o.raw,c.text+=o.text):t.push(o);continue}if(o=this.tokenizer.emStrong(e,n,r)){e=e.substring(o.raw.length),t.push(o);continue}if(o=this.tokenizer.codespan(e)){e=e.substring(o.raw.length),t.push(o);continue}if(o=this.tokenizer.br(e)){e=e.substring(o.raw.length),t.push(o);continue}if(o=this.tokenizer.del(e)){e=e.substring(o.raw.length),t.push(o);continue}if(o=this.tokenizer.autolink(e)){e=e.substring(o.raw.length),t.push(o);continue}if(!this.state.inLink&&(o=this.tokenizer.url(e))){e=e.substring(o.raw.length),t.push(o);continue}let a=e;if(this.options.extensions?.startInline){let c=1/0,p=e.slice(1),u;this.options.extensions.startInline.forEach(d=>{u=d.call({lexer:this},p),typeof u=="number"&&u>=0&&(c=Math.min(c,u))}),c<1/0&&c>=0&&(a=e.substring(0,c+1))}if(o=this.tokenizer.inlineText(a)){e=e.substring(o.raw.length),o.raw.slice(-1)!=="_"&&(r=o.raw.slice(-1)),i=!0;let c=t.at(-1);c?.type==="text"?(c.raw+=o.raw,c.text+=o.text):t.push(o);continue}if(e){let c="Infinite loop on byte: "+e.charCodeAt(0);if(this.options.silent){console.error(c);break}else throw new Error(c)}}return t}};var $=class{options;parser;constructor(e){this.options=e||w}space(e){return""}code({text:e,lang:t,escaped:n}){let s=(t||"").match(m.notSpaceStart)?.[0],i=e.replace(m.endingNewline,"")+` +`;return s?'
'+(n?i:R(i,!0))+`
+`:"
"+(n?i:R(i,!0))+`
+`}blockquote({tokens:e}){return`
+${this.parser.parse(e)}
+`}html({text:e}){return e}heading({tokens:e,depth:t}){return`${this.parser.parseInline(e)} +`}hr(e){return`
+`}list(e){let t=e.ordered,n=e.start,s="";for(let o=0;o +`+s+" +`}listitem(e){let t="";if(e.task){let n=this.checkbox({checked:!!e.checked});e.loose?e.tokens[0]?.type==="paragraph"?(e.tokens[0].text=n+" "+e.tokens[0].text,e.tokens[0].tokens&&e.tokens[0].tokens.length>0&&e.tokens[0].tokens[0].type==="text"&&(e.tokens[0].tokens[0].text=n+" "+R(e.tokens[0].tokens[0].text),e.tokens[0].tokens[0].escaped=!0)):e.tokens.unshift({type:"text",raw:n+" ",text:n+" ",escaped:!0}):t+=n+" "}return t+=this.parser.parse(e.tokens,!!e.loose),`
  • ${t}
    • +`}checkbox({checked:e}){return"'}paragraph({tokens:e}){return`

    ${this.parser.parseInline(e)}

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-0,0 +1,236 @@ +:root { + --bg: #0f172a; + --panel: #020617; + --border: #334155; + --text: #d3d6dc; + --muted: #94a3b8; + --accent: #2563eb; + --user: #1e40af; + --assistant: #020617; + --danger: #dc2626; +} + +body { + font-family: system-ui, sans-serif; + background: var(--bg); + color: var(--text); + margin: 0; + padding: 2rem; + font-size: 0.85rem; +} + +h1 { + font-size: 1.49rem; +} + +h2 { + font-size: 1.31rem; +} + +h3 { + font-size: 1.13rem; +} + +h4, h5, h6 { + font-size: 0.95rem; +} + +form, input, button, textarea { + font-size: 0.85rem !important; +} + +.container { + max-width: 900px; + margin: 0 auto; + display: flex; + flex-direction: column; + height: calc(100vh - 4rem); +} + +.header { + display: flex; + align-items: center; + gap: 0.75rem; + margin-bottom: 1rem; +} + +.header .spacer { + flex: 1; +} + +.chat { + flex: 1; + overflow-y: auto; + padding: 1rem; + background: var(--panel); + border: 1px solid var(--border); + border-radius: 6px; +} + +.message { + 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auto}.btn-group-vertical>.btn-check:checked+.btn,.btn-group-vertical>.btn-check:focus+.btn,.btn-group-vertical>.btn.active,.btn-group-vertical>.btn:active,.btn-group-vertical>.btn:focus,.btn-group-vertical>.btn:hover,.btn-group>.btn-check:checked+.btn,.btn-group>.btn-check:focus+.btn,.btn-group>.btn.active,.btn-group>.btn:active,.btn-group>.btn:focus,.btn-group>.btn:hover{z-index:1}.btn-toolbar{display:flex;flex-wrap:wrap;justify-content:flex-start}.btn-toolbar .input-group{width:auto}.btn-group{border-radius:var(--bs-border-radius)}.btn-group>.btn-group:not(:first-child),.btn-group>:not(.btn-check:first-child)+.btn{margin-left:calc(var(--bs-border-width) * -1)}.btn-group>.btn-group:not(:last-child)>.btn,.btn-group>.btn.dropdown-toggle-split:first-child,.btn-group>.btn:not(:last-child):not(.dropdown-toggle){border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn-group:not(:first-child)>.btn,.btn-group>.btn:nth-child(n+3),.btn-group>:not(.btn-check)+.btn{border-top-left-radius:0;border-bottom-left-radius:0}.dropdown-toggle-split{padding-right:.5625rem;padding-left:.5625rem}.dropdown-toggle-split::after,.dropend .dropdown-toggle-split::after,.dropup .dropdown-toggle-split::after{margin-left:0}.dropstart 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;--bs-nav-link-color:var(--bs-link-color);--bs-nav-link-hover-color:var(--bs-link-hover-color);--bs-nav-link-disabled-color:var(--bs-secondary-color);display:flex;flex-wrap:wrap;padding-left:0;margin-bottom:0;list-style:none}.nav-link{display:block;padding:var(--bs-nav-link-padding-y) var(--bs-nav-link-padding-x);font-size:var(--bs-nav-link-font-size);font-weight:var(--bs-nav-link-font-weight);color:var(--bs-nav-link-color);text-decoration:none;background:0 0;border:0;transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out}@media (prefers-reduced-motion:reduce){.nav-link{transition:none}}.nav-link:focus,.nav-link:hover{color:var(--bs-nav-link-hover-color)}.nav-link:focus-visible{outline:0;box-shadow:0 0 0 .25rem 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.nav-link{padding-right:0;padding-left:0;border-bottom:var(--bs-nav-underline-border-width) solid transparent}.nav-underline .nav-link:focus,.nav-underline .nav-link:hover{border-bottom-color:currentcolor}.nav-underline .nav-link.active,.nav-underline .show>.nav-link{font-weight:700;color:var(--bs-nav-underline-link-active-color);border-bottom-color:currentcolor}.nav-fill .nav-item,.nav-fill>.nav-link{flex:1 1 auto;text-align:center}.nav-justified .nav-item,.nav-justified>.nav-link{flex-basis:0;flex-grow:1;text-align:center}.nav-fill .nav-item .nav-link,.nav-justified .nav-item .nav-link{width:100%}.tab-content>.tab-pane{display:none}.tab-content>.active{display:block}.navbar{--bs-navbar-padding-x:0;--bs-navbar-padding-y:0.5rem;--bs-navbar-color:rgba(var(--bs-emphasis-color-rgb), 0.65);--bs-navbar-hover-color:rgba(var(--bs-emphasis-color-rgb), 0.8);--bs-navbar-disabled-color:rgba(var(--bs-emphasis-color-rgb), 0.3);--bs-navbar-active-color:rgba(var(--bs-emphasis-color-rgb), 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.accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type .accordion-button.collapsed{border-bottom-right-radius:var(--bs-accordion-inner-border-radius);border-bottom-left-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type .accordion-collapse{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x:0;--bs-breadcrumb-padding-y:0;--bs-breadcrumb-margin-bottom:1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color:var(--bs-secondary-color);--bs-breadcrumb-item-padding-x:0.5rem;--bs-breadcrumb-item-active-color:var(--bs-secondary-color);display:flex;flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, "/")}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x:0.75rem;--bs-pagination-padding-y:0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color:var(--bs-link-color);--bs-pagination-bg:var(--bs-body-bg);--bs-pagination-border-width:var(--bs-border-width);--bs-pagination-border-color:var(--bs-border-color);--bs-pagination-border-radius:var(--bs-border-radius);--bs-pagination-hover-color:var(--bs-link-hover-color);--bs-pagination-hover-bg:var(--bs-tertiary-bg);--bs-pagination-hover-border-color:var(--bs-border-color);--bs-pagination-focus-color:var(--bs-link-hover-color);--bs-pagination-focus-bg:var(--bs-secondary-bg);--bs-pagination-focus-box-shadow:0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color:#fff;--bs-pagination-active-bg:#0d6efd;--bs-pagination-active-border-color:#0d6efd;--bs-pagination-disabled-color:var(--bs-secondary-color);--bs-pagination-disabled-bg:var(--bs-secondary-bg);--bs-pagination-disabled-border-color:var(--bs-border-color);display:flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media (prefers-reduced-motion:reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.active>.page-link,.page-link.active{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.disabled>.page-link,.page-link.disabled{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(var(--bs-border-width) * -1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x:1.5rem;--bs-pagination-padding-y:0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius:var(--bs-border-radius-lg)}.pagination-sm{--bs-pagination-padding-x:0.5rem;--bs-pagination-padding-y:0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius:var(--bs-border-radius-sm)}.badge{--bs-badge-padding-x:0.65em;--bs-badge-padding-y:0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight:700;--bs-badge-color:#fff;--bs-badge-border-radius:var(--bs-border-radius);display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg:transparent;--bs-alert-padding-x:1rem;--bs-alert-padding-y:1rem;--bs-alert-margin-bottom:1rem;--bs-alert-color:inherit;--bs-alert-border-color:transparent;--bs-alert-border:var(--bs-border-width) solid var(--bs-alert-border-color);--bs-alert-border-radius:var(--bs-border-radius);--bs-alert-link-color:inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-primary{--bs-alert-color:var(--bs-primary-text-emphasis);--bs-alert-bg:var(--bs-primary-bg-subtle);--bs-alert-border-color:var(--bs-primary-border-subtle);--bs-alert-link-color:var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color:var(--bs-secondary-text-emphasis);--bs-alert-bg:var(--bs-secondary-bg-subtle);--bs-alert-border-color:var(--bs-secondary-border-subtle);--bs-alert-link-color:var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color:var(--bs-success-text-emphasis);--bs-alert-bg:var(--bs-success-bg-subtle);--bs-alert-border-color:var(--bs-success-border-subtle);--bs-alert-link-color:var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color:var(--bs-info-text-emphasis);--bs-alert-bg:var(--bs-info-bg-subtle);--bs-alert-border-color:var(--bs-info-border-subtle);--bs-alert-link-color:var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color:var(--bs-warning-text-emphasis);--bs-alert-bg:var(--bs-warning-bg-subtle);--bs-alert-border-color:var(--bs-warning-border-subtle);--bs-alert-link-color:var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color:var(--bs-danger-text-emphasis);--bs-alert-bg:var(--bs-danger-bg-subtle);--bs-alert-border-color:var(--bs-danger-border-subtle);--bs-alert-link-color:var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color:var(--bs-light-text-emphasis);--bs-alert-bg:var(--bs-light-bg-subtle);--bs-alert-border-color:var(--bs-light-border-subtle);--bs-alert-link-color:var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color:var(--bs-dark-text-emphasis);--bs-alert-bg:var(--bs-dark-bg-subtle);--bs-alert-border-color:var(--bs-dark-border-subtle);--bs-alert-link-color:var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height:1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg:var(--bs-secondary-bg);--bs-progress-border-radius:var(--bs-border-radius);--bs-progress-box-shadow:var(--bs-box-shadow-inset);--bs-progress-bar-color:#fff;--bs-progress-bar-bg:#0d6efd;--bs-progress-bar-transition:width 0.6s ease;display:flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;flex-direction:column;justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media (prefers-reduced-motion:reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media (prefers-reduced-motion:reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color:var(--bs-body-color);--bs-list-group-bg:var(--bs-body-bg);--bs-list-group-border-color:var(--bs-border-color);--bs-list-group-border-width:var(--bs-border-width);--bs-list-group-border-radius:var(--bs-border-radius);--bs-list-group-item-padding-x:1rem;--bs-list-group-item-padding-y:0.5rem;--bs-list-group-action-color:var(--bs-secondary-color);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-tertiary-bg);--bs-list-group-action-active-color:var(--bs-body-color);--bs-list-group-action-active-bg:var(--bs-secondary-bg);--bs-list-group-disabled-color:var(--bs-secondary-color);--bs-list-group-disabled-bg:var(--bs-body-bg);--bs-list-group-active-color:#fff;--bs-list-group-active-bg:#0d6efd;--bs-list-group-active-border-color:#0d6efd;display:flex;flex-direction:column;padding-left:0;margin-bottom:0;border-radius:var(--bs-list-group-border-radius)}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:focus,.list-group-item-action:hover{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-right-radius:inherit;border-bottom-left-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1 * var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media (min-width:576px){.list-group-horizontal-sm{flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width:768px){.list-group-horizontal-md{flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width:992px){.list-group-horizontal-lg{flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width:1200px){.list-group-horizontal-xl{flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width:1400px){.list-group-horizontal-xxl{flex-direction:row}.list-group-horizontal-xxl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xxl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-primary{--bs-list-group-color:var(--bs-primary-text-emphasis);--bs-list-group-bg:var(--bs-primary-bg-subtle);--bs-list-group-border-color:var(--bs-primary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-primary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-primary-border-subtle);--bs-list-group-active-color:var(--bs-primary-bg-subtle);--bs-list-group-active-bg:var(--bs-primary-text-emphasis);--bs-list-group-active-border-color:var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color:var(--bs-secondary-text-emphasis);--bs-list-group-bg:var(--bs-secondary-bg-subtle);--bs-list-group-border-color:var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-secondary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-secondary-border-subtle);--bs-list-group-active-color:var(--bs-secondary-bg-subtle);--bs-list-group-active-bg:var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color:var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color:var(--bs-success-text-emphasis);--bs-list-group-bg:var(--bs-success-bg-subtle);--bs-list-group-border-color:var(--bs-success-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-success-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-success-border-subtle);--bs-list-group-active-color:var(--bs-success-bg-subtle);--bs-list-group-active-bg:var(--bs-success-text-emphasis);--bs-list-group-active-border-color:var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color:var(--bs-info-text-emphasis);--bs-list-group-bg:var(--bs-info-bg-subtle);--bs-list-group-border-color:var(--bs-info-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-info-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-info-border-subtle);--bs-list-group-active-color:var(--bs-info-bg-subtle);--bs-list-group-active-bg:var(--bs-info-text-emphasis);--bs-list-group-active-border-color:var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color:var(--bs-warning-text-emphasis);--bs-list-group-bg:var(--bs-warning-bg-subtle);--bs-list-group-border-color:var(--bs-warning-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-warning-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-warning-border-subtle);--bs-list-group-active-color:var(--bs-warning-bg-subtle);--bs-list-group-active-bg:var(--bs-warning-text-emphasis);--bs-list-group-active-border-color:var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color:var(--bs-danger-text-emphasis);--bs-list-group-bg:var(--bs-danger-bg-subtle);--bs-list-group-border-color:var(--bs-danger-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-danger-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-danger-border-subtle);--bs-list-group-active-color:var(--bs-danger-bg-subtle);--bs-list-group-active-bg:var(--bs-danger-text-emphasis);--bs-list-group-active-border-color:var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color:var(--bs-light-text-emphasis);--bs-list-group-bg:var(--bs-light-bg-subtle);--bs-list-group-border-color:var(--bs-light-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-light-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-light-border-subtle);--bs-list-group-active-color:var(--bs-light-bg-subtle);--bs-list-group-active-bg:var(--bs-light-text-emphasis);--bs-list-group-active-border-color:var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color:var(--bs-dark-text-emphasis);--bs-list-group-bg:var(--bs-dark-bg-subtle);--bs-list-group-border-color:var(--bs-dark-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-dark-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-dark-border-subtle);--bs-list-group-active-color:var(--bs-dark-bg-subtle);--bs-list-group-active-bg:var(--bs-dark-text-emphasis);--bs-list-group-active-border-color:var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color:#000;--bs-btn-close-bg:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity:0.5;--bs-btn-close-hover-opacity:0.75;--bs-btn-close-focus-shadow:0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-btn-close-focus-opacity:1;--bs-btn-close-disabled-opacity:0.25;--bs-btn-close-white-filter:invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:transparent var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;border-radius:.375rem;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close.disabled,.btn-close:disabled{pointer-events:none;-webkit-user-select:none;-moz-user-select:none;user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}.btn-close-white{filter:var(--bs-btn-close-white-filter)}[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex:1090;--bs-toast-padding-x:0.75rem;--bs-toast-padding-y:0.5rem;--bs-toast-spacing:1.5rem;--bs-toast-max-width:350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg:rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-border-width:var(--bs-border-width);--bs-toast-border-color:var(--bs-border-color-translucent);--bs-toast-border-radius:var(--bs-border-radius);--bs-toast-box-shadow:var(--bs-box-shadow);--bs-toast-header-color:var(--bs-secondary-color);--bs-toast-header-bg:rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-header-border-color:var(--bs-border-color-translucent);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow);border-radius:var(--bs-toast-border-radius)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex:1090;position:absolute;z-index:var(--bs-toast-zindex);width:-webkit-max-content;width:-moz-max-content;width:max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color);border-top-left-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));border-top-right-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width))}.toast-header .btn-close{margin-right:calc(-.5 * var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex:1055;--bs-modal-width:500px;--bs-modal-padding:1rem;--bs-modal-margin:0.5rem;--bs-modal-color: ;--bs-modal-bg:var(--bs-body-bg);--bs-modal-border-color:var(--bs-border-color-translucent);--bs-modal-border-width:var(--bs-border-width);--bs-modal-border-radius:var(--bs-border-radius-lg);--bs-modal-box-shadow:var(--bs-box-shadow-sm);--bs-modal-inner-border-radius:calc(var(--bs-border-radius-lg) - (var(--bs-border-width)));--bs-modal-header-padding-x:1rem;--bs-modal-header-padding-y:1rem;--bs-modal-header-padding:1rem 1rem;--bs-modal-header-border-color:var(--bs-border-color);--bs-modal-header-border-width:var(--bs-border-width);--bs-modal-title-line-height:1.5;--bs-modal-footer-gap:0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color:var(--bs-border-color);--bs-modal-footer-border-width:var(--bs-border-width);position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0,-50px)}@media (prefers-reduced-motion:reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin) * 2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable .modal-body{overflow-y:auto}.modal-dialog-centered{display:flex;align-items:center;min-height:calc(100% - var(--bs-modal-margin) * 2)}.modal-content{position:relative;display:flex;flex-direction:column;width:100%;color:var(--bs-modal-color);pointer-events:auto;background-color:var(--bs-modal-bg);background-clip:padding-box;border:var(--bs-modal-border-width) solid var(--bs-modal-border-color);border-radius:var(--bs-modal-border-radius);outline:0}.modal-backdrop{--bs-backdrop-zindex:1050;--bs-backdrop-bg:#000;--bs-backdrop-opacity:0.5;position:fixed;top:0;left:0;z-index:var(--bs-backdrop-zindex);width:100vw;height:100vh;background-color:var(--bs-backdrop-bg)}.modal-backdrop.fade{opacity:0}.modal-backdrop.show{opacity:var(--bs-backdrop-opacity)}.modal-header{display:flex;flex-shrink:0;align-items:center;justify-content:space-between;padding:var(--bs-modal-header-padding);border-bottom:var(--bs-modal-header-border-width) solid var(--bs-modal-header-border-color);border-top-left-radius:var(--bs-modal-inner-border-radius);border-top-right-radius:var(--bs-modal-inner-border-radius)}.modal-header .btn-close{padding:calc(var(--bs-modal-header-padding-y) * .5) calc(var(--bs-modal-header-padding-x) * .5);margin:calc(-.5 * var(--bs-modal-header-padding-y)) calc(-.5 * var(--bs-modal-header-padding-x)) calc(-.5 * var(--bs-modal-header-padding-y)) auto}.modal-title{margin-bottom:0;line-height:var(--bs-modal-title-line-height)}.modal-body{position:relative;flex:1 1 auto;padding:var(--bs-modal-padding)}.modal-footer{display:flex;flex-shrink:0;flex-wrap:wrap;align-items:center;justify-content:flex-end;padding:calc(var(--bs-modal-padding) - var(--bs-modal-footer-gap) * .5);background-color:var(--bs-modal-footer-bg);border-top:var(--bs-modal-footer-border-width) solid var(--bs-modal-footer-border-color);border-bottom-right-radius:var(--bs-modal-inner-border-radius);border-bottom-left-radius:var(--bs-modal-inner-border-radius)}.modal-footer>*{margin:calc(var(--bs-modal-footer-gap) * .5)}@media (min-width:576px){.modal{--bs-modal-margin:1.75rem;--bs-modal-box-shadow:var(--bs-box-shadow)}.modal-dialog{max-width:var(--bs-modal-width);margin-right:auto;margin-left:auto}.modal-sm{--bs-modal-width:300px}}@media (min-width:992px){.modal-lg,.modal-xl{--bs-modal-width:800px}}@media (min-width:1200px){.modal-xl{--bs-modal-width:1140px}}.modal-fullscreen{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen .modal-footer,.modal-fullscreen .modal-header{border-radius:0}.modal-fullscreen .modal-body{overflow-y:auto}@media (max-width:575.98px){.modal-fullscreen-sm-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-sm-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-sm-down .modal-footer,.modal-fullscreen-sm-down .modal-header{border-radius:0}.modal-fullscreen-sm-down .modal-body{overflow-y:auto}}@media (max-width:767.98px){.modal-fullscreen-md-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-md-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-md-down .modal-footer,.modal-fullscreen-md-down .modal-header{border-radius:0}.modal-fullscreen-md-down .modal-body{overflow-y:auto}}@media (max-width:991.98px){.modal-fullscreen-lg-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-lg-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-lg-down .modal-footer,.modal-fullscreen-lg-down .modal-header{border-radius:0}.modal-fullscreen-lg-down .modal-body{overflow-y:auto}}@media (max-width:1199.98px){.modal-fullscreen-xl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xl-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-xl-down .modal-footer,.modal-fullscreen-xl-down .modal-header{border-radius:0}.modal-fullscreen-xl-down .modal-body{overflow-y:auto}}@media (max-width:1399.98px){.modal-fullscreen-xxl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xxl-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-xxl-down .modal-footer,.modal-fullscreen-xxl-down .modal-header{border-radius:0}.modal-fullscreen-xxl-down .modal-body{overflow-y:auto}}.tooltip{--bs-tooltip-zindex:1080;--bs-tooltip-max-width:200px;--bs-tooltip-padding-x:0.5rem;--bs-tooltip-padding-y:0.25rem;--bs-tooltip-margin: ;--bs-tooltip-font-size:0.875rem;--bs-tooltip-color:var(--bs-body-bg);--bs-tooltip-bg:var(--bs-emphasis-color);--bs-tooltip-border-radius:var(--bs-border-radius);--bs-tooltip-opacity:0.9;--bs-tooltip-arrow-width:0.8rem;--bs-tooltip-arrow-height:0.4rem;z-index:var(--bs-tooltip-zindex);display:block;margin:var(--bs-tooltip-margin);font-family:var(--bs-font-sans-serif);font-style:normal;font-weight:400;line-height:1.5;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;white-space:normal;word-spacing:normal;line-break:auto;font-size:var(--bs-tooltip-font-size);word-wrap:break-word;opacity:0}.tooltip.show{opacity:var(--bs-tooltip-opacity)}.tooltip .tooltip-arrow{display:block;width:var(--bs-tooltip-arrow-width);height:var(--bs-tooltip-arrow-height)}.tooltip .tooltip-arrow::before{position:absolute;content:"";border-color:transparent;border-style:solid}.bs-tooltip-auto[data-popper-placement^=top] 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var(--bs-tooltip-arrow-height))}.bs-tooltip-auto[data-popper-placement^=bottom] .tooltip-arrow::before,.bs-tooltip-bottom .tooltip-arrow::before{bottom:-1px;border-width:0 calc(var(--bs-tooltip-arrow-width) * .5) var(--bs-tooltip-arrow-height);border-bottom-color:var(--bs-tooltip-bg)}.bs-tooltip-auto[data-popper-placement^=left] .tooltip-arrow,.bs-tooltip-start .tooltip-arrow{right:calc(-1 * var(--bs-tooltip-arrow-height));width:var(--bs-tooltip-arrow-height);height:var(--bs-tooltip-arrow-width)}.bs-tooltip-auto[data-popper-placement^=left] .tooltip-arrow::before,.bs-tooltip-start .tooltip-arrow::before{left:-1px;border-width:calc(var(--bs-tooltip-arrow-width) * .5) 0 calc(var(--bs-tooltip-arrow-width) * .5) var(--bs-tooltip-arrow-height);border-left-color:var(--bs-tooltip-bg)}.tooltip-inner{max-width:var(--bs-tooltip-max-width);padding:var(--bs-tooltip-padding-y) 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(min-width:1200px){.fs-1{font-size:2.5rem!important}.fs-2{font-size:2rem!important}.fs-3{font-size:1.75rem!important}.fs-4{font-size:1.5rem!important}}@media print{.d-print-inline{display:inline!important}.d-print-inline-block{display:inline-block!important}.d-print-block{display:block!important}.d-print-grid{display:grid!important}.d-print-inline-grid{display:inline-grid!important}.d-print-table{display:table!important}.d-print-table-row{display:table-row!important}.d-print-table-cell{display:table-cell!important}.d-print-flex{display:flex!important}.d-print-inline-flex{display:inline-flex!important}.d-print-none{display:none!important}} +/*# sourceMappingURL=bootstrap.min.css.map */ \ No newline at end of file diff --git a/public/index.html b/public/index.html new file mode 100644 index 0000000..fd2fc0a --- /dev/null +++ b/public/index.html @@ -0,0 +1,36 @@ + + + + + AI Agent + + + + + + + + + + + + + +
    +
    +

    mitho AI Agent

    +
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    + +
    + + + +
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    + + + diff --git a/public/index.php b/public/index.php new file mode 100644 index 0000000..9982c21 --- /dev/null +++ b/public/index.php @@ -0,0 +1,9 @@ + + + + + AI Agent + + + + + + + + + + +
    +
    +

    mitho AI Agent

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    + +
    + +
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    +
    + + + + + diff --git a/src/Agent/AgentRunner.php b/src/Agent/AgentRunner.php new file mode 100644 index 0000000..3a3f742 --- /dev/null +++ b/src/Agent/AgentRunner.php @@ -0,0 +1,136 @@ +agentLogger->info('Agent run started', [ + 'userId' => $userId, + ]); + + try { + // --------------------------------------------------------- + // 1) Context strategy + // --------------------------------------------------------- + $includeFullContext = false; + + // --------------------------------------------------------- + // 2) Extract URL content (if present) + // --------------------------------------------------------- + $urlContent = $this->urlAnalyzer->extractContentFromPrompt($prompt); + + // --------------------------------------------------------- + // 3) Retrieve RAG knowledge + // --------------------------------------------------------- + $knowledgeChunks = $this->retriever->retrieve($prompt); + + // --------------------------------------------------------- + // 4) Build final prompt + // --------------------------------------------------------- + $finalPrompt = $this->promptBuilder->build( + prompt: $prompt, + userId: $userId, + urlContent: $urlContent, + knowledgeChunks: $knowledgeChunks, + fullContext: $includeFullContext + ); + + if ($this->debug && $this->logPrompt) { + $this->agentLogger->debug($finalPrompt); + } + + if ($this->debug && $this->logContext) { + $this->agentLogger->debug('Conversation context snapshot', [ + 'context' => $this->contextService->buildUserContext( + $userId, + $includeFullContext + ), + ]); + } + + // --------------------------------------------------------- + // 5) Stream tokens from the LLM backend (chunked streaming) + // --------------------------------------------------------- + $fullOutput = ''; + $chunker = new StreamChunker(); + + foreach ($this->ollamaClient->stream($finalPrompt) as $token) { + $cleanToken = $this->thinkSuppressor->filter($token); + + if ($cleanToken === '') { + continue; + } + + // Vollständige Antwort weiter sammeln (für History) + $fullOutput .= $cleanToken; + + // ⬇️ Token in Chunker geben + $chunk = $chunker->push($cleanToken); + if ($chunk !== null) { + yield $chunk; + } + } + + // ⬇️ Rest flushen + $finalChunk = $chunker->flush(); + if ($finalChunk !== null) { + yield $finalChunk; + } + + // --------------------------------------------------------- + // 6) Persist conversation history + // --------------------------------------------------------- + $this->contextService->appendHistory( + $userId, + $prompt, + $fullOutput + ); + + $this->agentLogger->info('Agent run finished', [ + 'userId' => $userId, + 'outputLength' => mb_strlen($fullOutput), + 'contextMode' => 'recent', + ]); + } catch (Throwable $e) { + $this->agentLogger->error('Agent run failed', [ + 'userId' => $userId, + 'exception' => $e, + ]); + + yield "\n❌ An internal error occurred while processing the request."; + } + } +} diff --git a/src/Agent/PromptBuilder.php b/src/Agent/PromptBuilder.php new file mode 100644 index 0000000..b2f95f4 --- /dev/null +++ b/src/Agent/PromptBuilder.php @@ -0,0 +1,136 @@ +format('Y-m-d H:i:s'); + + // ------------------------------------------------------------ + // 1) SYSTEM INSTRUCTIONS + // ------------------------------------------------------------ + $systemLines = [ + 'You are a conversational AI assistant.', + 'Respond clearly, precisely, and in context of the ongoing conversation.', + 'The conversation context is authoritative and must be respected.', + 'External knowledge is supporting information only.', + 'If the user asks for contact details such as phone number, email address, postal address or contact person, and the provided context contains such information, answer explicitly with the concrete data.', + 'Do not omit contact details.', + 'It is allowed and desired to quote contact data verbatim if it appears in the context.', + "Current date and time: {$now}", + '', + 'IMPORTANT FORMATTING RULES:', + '- Always answer in valid Markdown.', + '- Use headings, lists, and paragraphs where appropriate.', + '- Insert line breaks early and often.', + '- Never write long paragraphs without newlines.', + '- Each list item must start on a new line.', + '- Prefer short paragraphs over dense text blocks.', + '', + 'IMPORTANT LANGUAGE RULES:', + '- If the user input contains misspellings, silently use the correct canonical terms in your answer.', + '- Never mention, explain, or point out spelling mistakes.', + '- Do not ask clarifying questions about possible misspellings.', + '- Do not repeat or quote misspelled terms from the user input.', + '- Always use the correct technical spelling found in the provided context.', + '- Answer directly and confidently using always correct canonical terminology.' + ]; + + $systemBlock = "SYSTEM:\n" . implode("\n", $systemLines); + + // ------------------------------------------------------------ + // 2) CONVERSATION CONTEXT (AUTHORITATIVE) + // ------------------------------------------------------------ + $history = $this->contextService->buildUserContext( + userId: $userId, + full: $fullContext + ); + + $contextBlock = ''; + if ($history !== '') { + $contextBlock = + "CONVERSATION CONTEXT (authoritative):\n" . + "The following messages are the previous turns of this conversation.\n" . + "They must be considered when answering the next question.\n\n" . + $history; + } + + // ------------------------------------------------------------ + // 3) EXTERNAL KNOWLEDGE (SUPPORTING) + // ------------------------------------------------------------ + $knowledgeParts = []; + + if ($knowledgeChunks !== []) { + $lines = []; + + foreach ($knowledgeChunks as $i => $chunk) { + $n = $i + 1; + $lines[] = "[{$n}] {$chunk}"; + } + + $knowledgeParts[] = + "RETRIEVED KNOWLEDGE (supporting):\n" . + implode("\n\n", $lines); + } + + if ($urlContent !== '') { + $knowledgeParts[] = + "CONTENT FROM URL (supporting):\n" . + $urlContent; + } + + $knowledgeBlock = ''; + if ($knowledgeParts !== []) { + $knowledgeBlock = implode("\n\n", $knowledgeParts); + } + + // ------------------------------------------------------------ + // 4) USER QUESTION + // ------------------------------------------------------------ + $userBlock = + "USER QUESTION:\n" . + $prompt; + + // ------------------------------------------------------------ + // 5) FINAL PROMPT ASSEMBLY + // ------------------------------------------------------------ + $blocks = array_filter([ + $systemBlock, + $contextBlock, + $knowledgeBlock, + $userBlock, + ]); + + return implode("\n\n", $blocks); + } +} diff --git a/src/Agent/StreamChunker.php b/src/Agent/StreamChunker.php new file mode 100644 index 0000000..b442a74 --- /dev/null +++ b/src/Agent/StreamChunker.php @@ -0,0 +1,61 @@ +buffer .= $token; + + if (str_contains($token, '```')) { + $this->insideCodeBlock = !$this->insideCodeBlock; + } + + if ($this->shouldFlush()) { + $out = $this->buffer; + $this->buffer = ''; + return $out; + } + + return null; + } + + public function flush(): ?string + { + if ($this->buffer === '') { + return null; + } + + $out = $this->buffer; + $this->buffer = ''; + return $out; + } + + private function shouldFlush(): bool + { + if ($this->insideCodeBlock) { + return false; + } + + if (str_ends_with($this->buffer, "\n\n")) { + return true; + } + + if (preg_match('/[.!?]\s$/', $this->buffer)) { + return true; + } + + if (preg_match('/\n[-*] .+\n$/', $this->buffer)) { + return true; + } + + return mb_strlen($this->buffer) >= $this->minChunkSize; + } +} diff --git a/src/Agent/ThinkSuppressor.php b/src/Agent/ThinkSuppressor.php new file mode 100644 index 0000000..8d79d7c --- /dev/null +++ b/src/Agent/ThinkSuppressor.php @@ -0,0 +1,88 @@ +... sections. + * + * Key properties: + * - Handles token fragmentation (partial tags across tokens) + * - Stateful per stream, stateless per request + * - Does not buffer full responses + * - Deterministic and predictable + */ +final class ThinkSuppressor +{ + /** Indicates whether the stream is currently inside a block. */ + private bool $insideThink = false; + + /** Indicates whether the think section has been fully closed. */ + private bool $thinkSectionCompleted = false; + + /** + * Rolling buffer for detecting fragmented tags across tokens. + */ + private string $rollingBuffer = ''; + + /** + * Maximum buffer length needed to safely detect tags. + */ + private int $maxBufferLength = 32; + + /** + * Filters a single token from the LLM stream. + * + * @param string $token Raw token from the LLM + * @return string Cleaned token safe for user output + */ + public function filter(string $token): string + { + // Append to rolling buffer + $this->rollingBuffer .= $token; + if (strlen($this->rollingBuffer) > $this->maxBufferLength) { + $this->rollingBuffer = substr($this->rollingBuffer, -$this->maxBufferLength); + } + + // If think section is already completed, just strip stray closing tags + if ($this->thinkSectionCompleted) { + return str_replace('', '', $token); + } + + // Detect fragmented opening tag + if (!$this->insideThink && str_contains($this->rollingBuffer, '')) { + $this->insideThink = true; + return ''; + } + + // Detect fragmented closing tag + if ($this->insideThink && str_contains($this->rollingBuffer, '')) { + $this->insideThink = false; + $this->thinkSectionCompleted = true; + + // Emit a single line break after think section ends + return "\n"; + } + + // Suppress all content while inside ... + if ($this->insideThink) { + return ''; + } + + return $token; + } + + /** + * Resets the suppressor state. + * Must be called before starting a new stream. + */ + public function reset(): void + { + $this->insideThink = false; + $this->thinkSectionCompleted = false; + $this->rollingBuffer = ''; + } +} diff --git a/src/Command/AgentCliCommand.php b/src/Command/AgentCliCommand.php new file mode 100644 index 0000000..ff80fee --- /dev/null +++ b/src/Command/AgentCliCommand.php @@ -0,0 +1,84 @@ +addArgument('user-id', InputArgument::OPTIONAL, 'User/session identifier', 'cli'); + } + + protected function execute(InputInterface $input, OutputInterface $output): int + { + $io = new SymfonyStyle($input, $output); + $userId = (string) $input->getArgument('user-id'); + + $io->success('AI Agent CLI started. Press Ctrl+C or type "exit" to quit.'); + $io->writeln(''); + + while (true) { + $prompt = $io->ask('Question'); + + if ($prompt === null) { + // EOF (e.g. piped input ended) + $io->writeln(''); + return Command::SUCCESS; + } + + $prompt = trim($prompt); + + if ($prompt === '' || strtolower($prompt) === 'exit') { + $io->writeln(''); + return Command::SUCCESS; + } + + $io->writeln(''); + $io->writeln('Answer:'); + + foreach ($this->agentRunner->run($prompt, $userId) as $token) { + $output->write($token); + } + + $io->writeln(''); + $io->writeln(''); + } + } +} diff --git a/src/Command/KnowledgeIngestCommand.php b/src/Command/KnowledgeIngestCommand.php new file mode 100644 index 0000000..081c0a6 --- /dev/null +++ b/src/Command/KnowledgeIngestCommand.php @@ -0,0 +1,116 @@ +addArgument( + 'file', + InputArgument::OPTIONAL, + 'Path to a single .txt/.md file' + ) + ->addOption( + 'all', + null, + InputOption::VALUE_NONE, + 'Ingest all .md files from the uploads directory' + ) + ->addOption( + 'optimize', + 'o', + InputOption::VALUE_NONE, + 'Optimize chunks for retrieval quality' + ); + } + + protected function execute(InputInterface $input, OutputInterface $output): int + { + $files = []; + $optimize = (bool) $input->getOption('optimize'); + + if ($input->getOption('all')) { + if (!is_dir($this->uploadsDir)) { + $output->writeln('❌ uploads directory not found'); + return Command::FAILURE; + } + + $finder = new Finder(); + $finder + ->files() + ->in($this->uploadsDir) + ->name('*.md'); + + if (!$finder->hasResults()) { + $output->writeln('ℹ️ No .md files found in uploads/'); + return Command::SUCCESS; + } + + foreach ($finder as $file) { + $files[] = $file->getRealPath(); + } + + $output->writeln(sprintf( + '📂 Ingesting %d markdown files from uploads (%s)', + count($files), + $optimize ? 'optimized' : 'standard' + )); + } else { + $file = $input->getArgument('file'); + + if (!$file) { + $output->writeln('❌ Either provide a file or use --all'); + return Command::FAILURE; + } + + $files[] = (string) $file; + } + + $totalWritten = 0; + + foreach ($files as $filePath) { + $output->writeln('➡️ Ingesting: ' . $filePath); + + $written = $this->ingest->ingestFile( + $filePath, + optimize: $optimize + ); + + $totalWritten += count($written); + + foreach ($written as $chunk) { + $output->writeln(' - ' . $chunk); + } + } + + $output->writeln(''); + $output->writeln('✅ Total written chunks: ' . $totalWritten); + + return Command::SUCCESS; + } +} diff --git a/src/Command/VectorIngestCommand.php b/src/Command/VectorIngestCommand.php new file mode 100644 index 0000000..823b6ad --- /dev/null +++ b/src/Command/VectorIngestCommand.php @@ -0,0 +1,89 @@ +vectorDir, '/'); + + if (!is_dir($vectorDir)) { + $output->writeln('Vector directory not found'); + return Command::FAILURE; + } + + $script = $vectorDir . '/vector_ingest.py'; + + if (!is_file($script)) { + $output->writeln('vector_ingest.py not found'); + return Command::FAILURE; + } + + // ------------------------------------------------- + // Enforce venv usage + // ------------------------------------------------- + $venvPython = $vectorDir . '/.venv/bin/python'; + + if (!is_file($venvPython)) { + $output->writeln('No Python virtual environment found.'); + $output->writeln('Run first:'); + $output->writeln(' php bin/console mto:agent:vector:install'); + return Command::FAILURE; + } + + $knowledgeDir = rtrim($this->projectDir, '/') . '/var/knowledge'; + + if (!is_dir($knowledgeDir)) { + $output->writeln('Knowledge directory not found:'); + $output->writeln($knowledgeDir); + return Command::FAILURE; + } + + $output->writeln('Building FAISS vector index…'); + $output->writeln(sprintf( + 'Vector dir: %s', + $vectorDir + )); + $output->writeln(sprintf( + 'Knowledge dir: %s', + $knowledgeDir + )); + + $cmd = sprintf( + '%s %s %s %s 2>&1', + escapeshellarg($venvPython), + escapeshellarg($script), + escapeshellarg($vectorDir), + escapeshellarg($knowledgeDir) + ); + + exec($cmd, $out, $exitCode); + + foreach ($out as $line) { + $output->writeln($line); + } + + return $exitCode === 0 + ? Command::SUCCESS + : Command::FAILURE; + } +} diff --git a/src/Command/VectorInstallCommand.php b/src/Command/VectorInstallCommand.php new file mode 100644 index 0000000..6b17ba1 --- /dev/null +++ b/src/Command/VectorInstallCommand.php @@ -0,0 +1,114 @@ +vectorDir)) { + $output->writeln('Vector directory not found'); + return Command::FAILURE; + } + + $vectorDir = rtrim($this->vectorDir, '/'); + $venvDir = $vectorDir . '/.venv'; + $venvPython = $venvDir . '/bin/python'; + + // ------------------------------------------------- + // 1) Create venv if missing + // ------------------------------------------------- + if (!is_dir($venvDir)) { + $output->writeln('Creating Python virtual environment…'); + + $cmd = sprintf( + 'python3 -m venv %s 2>&1', + escapeshellarg($venvDir) + ); + + exec($cmd, $out, $exitCode); + + foreach ($out as $line) { + $output->writeln($line); + } + + if ($exitCode !== 0 || !is_file($venvPython)) { + $output->writeln(''); + $output->writeln('Failed to create Python virtual environment.'); + $output->writeln('Ensure that python3-venv is installed on the system.'); + return Command::FAILURE; + } + } else { + $output->writeln('Using existing Python virtual environment'); + } + + // ------------------------------------------------- + // 2) Ensure pip exists inside venv + // ------------------------------------------------- + $cmd = sprintf( + '%s -m pip --version 2>&1', + escapeshellarg($venvPython) + ); + + exec($cmd, $out, $exitCode); + + if ($exitCode !== 0) { + $output->writeln(''); + $output->writeln('The existing virtual environment has no pip.'); + $output->writeln('This usually means it was created before python3-pip was installed.'); + $output->writeln('Fix:'); + $output->writeln(sprintf(' rm -rf %s', $venvDir)); + $output->writeln(' php bin/console mto:agent:vector:install'); + return Command::FAILURE; + } + + // ------------------------------------------------- + // 3) Install / update dependencies + // ------------------------------------------------- + $output->writeln('Installing vector dependencies…'); + + $cmd = sprintf( + '%s -m pip install --upgrade faiss-cpu sentence-transformers 2>&1', + escapeshellarg($venvPython) + ); + + exec($cmd, $out, $exitCode); + + foreach ($out as $line) { + $output->writeln($line); + } + + if ($exitCode !== 0) { + $output->writeln('Dependency installation failed'); + return Command::FAILURE; + } + + $output->writeln(''); + $output->writeln('Vector dependencies installed successfully'); + $output->writeln(sprintf('venv: %s', $venvDir)); + + return Command::SUCCESS; + } +} diff --git a/src/Context/ContextService.php b/src/Context/ContextService.php new file mode 100644 index 0000000..3fa3e82 --- /dev/null +++ b/src/Context/ContextService.php @@ -0,0 +1,126 @@ +historyDir = $historyDir; + + // Ensure directory exists + if (!is_dir($this->historyDir)) { + mkdir($this->historyDir, 0777, true); + } + } + + /** + * Returns the conversation context for a given user. + * + * @param string $userId Stable client identifier + * @param bool $full Whether to load extended history + */ + public function buildUserContext(string $userId, bool $full = false): string + { + $path = $this->getHistoryPath($userId); + + if (!is_file($path)) { + return ''; + } + + $lines = file($path, FILE_IGNORE_NEW_LINES); + if ($lines === false) { + return ''; + } + + $maxLines = $full ? $this->maxFullLines : $this->maxRegularLines; + $selected = array_slice($lines, -$maxLines); + + return implode("\n", $selected); + } + + /** + * Appends a completed interaction to the user's history. + * + * Format (append-only): + * Question: + * + */ + public function appendHistory(string $userId, string $prompt, string $response): void + { + $path = $this->getHistoryPath($userId); + + $entry = "Question: {$prompt}\n{$response}\n"; + file_put_contents($path, $entry, FILE_APPEND | LOCK_EX); + } + + /** + * Deletes the complete conversation history for a user. + */ + public function deleteHistory(string $userId): void + { + $path = $this->getHistoryPath($userId); + + if (is_file($path)) { + unlink($path); + } + } + + /** + * Resolves the absolute history file path for a user. + */ + private function getHistoryPath(string $userId): string + { + $safeUserId = preg_replace('/[^a-zA-Z0-9_-]/', '_', $userId); + + return $this->historyDir . '/' . $safeUserId . '.txt'; + } +} diff --git a/src/Context/UrlAnalyzer.php b/src/Context/UrlAnalyzer.php new file mode 100644 index 0000000..b31194c --- /dev/null +++ b/src/Context/UrlAnalyzer.php @@ -0,0 +1,120 @@ + [ + 'timeout' => $this->timeoutSeconds, + 'user_agent' => 'mithoAgent/1.0', + 'ignore_errors' => true, + ], + ]); + + $handle = @fopen($url, 'rb', false, $context); + if ($handle === false) { + return ''; + } + + try { + $html = ''; + while (!feof($handle) && strlen($html) < $this->maxChars * 2) { + $html .= fread($handle, 1024); + } + } finally { + fclose($handle); + } + + if ($html === '') { + return ''; + } + + // Remove script and style blocks + $html = preg_replace('~]*>.*?~is', '', $html) ?? $html; + $html = preg_replace('~]*>.*?~is', '', $html) ?? $html; + + // Strip remaining HTML and normalize whitespace + $text = strip_tags($html); + $text = preg_replace('/\s+/u', ' ', $text) ?? $text; + + return mb_substr(trim($text), 0, $this->maxChars); + } + + /** + * Determines whether a URL belongs to a trusted internal domain. + * + * @param string $url + * @return bool + */ + public function isInternalDomainUrl(string $url): bool + { + $parts = parse_url($url); + if ($parts === false || empty($parts['host'])) { + return false; + } + + $host = mb_strtolower($parts['host']); + + foreach ($this->internalDomains as $domain) { + if ($host === $domain || str_ends_with($host, '.' . $domain)) { + return true; + } + } + + return false; + } +} diff --git a/src/Controller/.gitignore b/src/Controller/.gitignore new file mode 100644 index 0000000..e69de29 diff --git a/src/Controller/AskSseController.php b/src/Controller/AskSseController.php new file mode 100644 index 0000000..351374f --- /dev/null +++ b/src/Controller/AskSseController.php @@ -0,0 +1,115 @@ +getContent(), true); + $prompt = trim((string) ($data['prompt'] ?? '')); + + $cookieResponse = new Response(); + $clientId = $this->clientIdResolver->resolve($request, $cookieResponse); + + return new StreamedResponse( + function () use ($prompt, $clientId, $cookieResponse): void { + + // --------------------------------------------------------- + // Disable all PHP output buffering + // --------------------------------------------------------- + while (ob_get_level() > 0) { + ob_end_flush(); + } + + // --------------------------------------------------------- + // Forward cookies + // --------------------------------------------------------- + foreach ($cookieResponse->headers->getCookies() as $cookie) { + header('Set-Cookie: ' . $cookie, false); + } + + // --------------------------------------------------------- + // SSE prelude + // --------------------------------------------------------- + echo "retry: 3000\n\n"; + flush(); + + if ($prompt === '') { + $this->sendEvent('error', 'Empty prompt'); + return; + } + + // --------------------------------------------------------- + // 🔥 FIXED: Sende Chunks direkt (behält \n!) + // --------------------------------------------------------- + foreach ($this->agentRunner->run($prompt, $clientId) as $chunk) { + // Normalize line endings + $chunk = str_replace(["\r\n", "\r"], "\n", $chunk); + + // Sende Chunk direkt mit \n + $this->sendData($chunk); + } + + // --------------------------------------------------------- + // Signal completion + // --------------------------------------------------------- + $this->sendEvent('done', '[DONE]'); + }, + 200, + [ + 'Content-Type' => 'text/event-stream; charset=utf-8', + 'Cache-Control' => 'no-cache, no-store, must-revalidate', + 'Connection' => 'keep-alive', + 'X-Accel-Buffering' => 'no', + ] + ); + } + + /** + * FIXED: Behält Markdown-Struktur (\n) bei + * + * SSE erlaubt mehrere "data:"-Zeilen pro Event. + * Jede Zeile wird als separate data-Zeile gesendet. + */ + private function sendData(string $data): void + { + // Split by \n und sende jede Zeile einzeln + $lines = explode("\n", $data); + + foreach ($lines as $line) { + echo 'data: ' . $line . "\n"; + } + + // Leere Zeile = Ende der SSE-Message + echo "\n\n"; + flush(); + } + + /** + * Sends a named SSE event. + */ + private function sendEvent(string $event, string $data): void + { + $safe = str_replace(["\r", "\n"], ' ', $data); + + echo "event: {$event}\n"; + echo "data: {$safe}\n\n"; + flush(); + } +} \ No newline at end of file diff --git a/src/Controller/HistoryController.php b/src/Controller/HistoryController.php new file mode 100644 index 0000000..15e0022 --- /dev/null +++ b/src/Controller/HistoryController.php @@ -0,0 +1,127 @@ +clientIdResolver->resolve($request, $response); + + $raw = $this->contextService->buildUserContext($clientId, full: true); + + if ($raw === '') { + return $this->jsonWithCookies([], $response); + } + + $messages = []; + $lines = explode("\n", $raw); + + $assistantBuffer = []; + + foreach ($lines as $line) { + // User message + if (str_starts_with($line, 'Question: ')) { + // Flush previous assistant output + if ($assistantBuffer !== []) { + $messages[] = [ + 'role' => 'assistant', + 'text' => trim(implode("\n", $assistantBuffer)), + ]; + $assistantBuffer = []; + } + + $messages[] = [ + 'role' => 'user', + 'text' => trim(substr($line, 10)), + ]; + + continue; + } + + // Assistant output (can span multiple lines) + if (trim($line) !== '') { + $assistantBuffer[] = $line; + } + } + + // Flush trailing assistant output + if ($assistantBuffer !== []) { + $messages[] = [ + 'role' => 'assistant', + 'text' => trim(implode("\n", $assistantBuffer)), + ]; + } + + return $this->jsonWithCookies($messages, $response); + } + + /** + * Deletes the complete conversation history for the current client. + */ + #[Route('/history/delete', name: 'delete_history', methods: ['POST'])] + public function delete(Request $request): JsonResponse + { + // Resolve client ID (cookie-based) + $response = new Response(); + $clientId = $this->clientIdResolver->resolve($request, $response); + + $this->contextService->deleteHistory($clientId); + + return $this->jsonWithCookies( + [ + 'status' => 'ok', + 'message' => 'History deleted', + ], + $response + ); + } + + /** + * Helper to return JSON responses while forwarding cookies. + */ + private function jsonWithCookies(array $data, Response $cookieResponse): JsonResponse + { + $json = new JsonResponse($data); + + foreach ($cookieResponse->headers->getCookies() as $cookie) { + $json->headers->setCookie($cookie); + } + + return $json; + } +} diff --git a/src/Http/ClientIdResolver.php b/src/Http/ClientIdResolver.php new file mode 100644 index 0000000..8558354 --- /dev/null +++ b/src/Http/ClientIdResolver.php @@ -0,0 +1,46 @@ +cookies->get(self::COOKIE_NAME); + + if (is_string($clientId) && $clientId !== '') { + return $clientId; + } + + $clientId = Uuid::v4()->toRfc4122(); + + $response->headers->setCookie( + new Cookie( + name: self::COOKIE_NAME, + value: $clientId, + expire: strtotime('+1 year'), + path: '/', + secure: false, // set true in production with HTTPS + httpOnly: true, + sameSite: Cookie::SAMESITE_LAX + ) + ); + + return $clientId; + } +} diff --git a/src/Infrastructure/OllamaClient.php b/src/Infrastructure/OllamaClient.php new file mode 100644 index 0000000..9480110 --- /dev/null +++ b/src/Infrastructure/OllamaClient.php @@ -0,0 +1,148 @@ +apiUrl = $apiUrl; + $this->model = $model; + $this->timeoutSeconds = $timeoutSeconds; + } + + /** + * Streams tokens from the LLM backend in real time. + * + * @param string $prompt Fully constructed prompt + * + * @return Generator + * @throws JsonException + */ + public function stream(string $prompt): Generator + { + $payload = json_encode([ + 'model' => $this->model, + 'prompt' => $prompt, + 'stream' => true, + ], JSON_THROW_ON_ERROR); + + $buffer = ''; + $done = false; + + $ch = curl_init($this->apiUrl); + if ($ch === false) { + throw new RuntimeException('Failed to initialize cURL'); + } + + curl_setopt_array($ch, [ + CURLOPT_POST => true, + CURLOPT_HTTPHEADER => ['Content-Type: application/json'], + CURLOPT_POSTFIELDS => $payload, + CURLOPT_RETURNTRANSFER => false, + CURLOPT_TIMEOUT => $this->timeoutSeconds, + CURLOPT_WRITEFUNCTION => function ($curl, string $data) use (&$buffer, &$done): int { + $buffer .= $data; + return strlen($data); + }, + ]); + + $mh = curl_multi_init(); + if ($mh === false) { + curl_close($ch); + throw new RuntimeException('Failed to initialize cURL multi handle'); + } + + curl_multi_add_handle($mh, $ch); + + try { + do { + // Execute the multi handle + do { + $status = curl_multi_exec($mh, $running); + } while ($status === CURLM_CALL_MULTI_PERFORM); + + // Read incoming data from the buffer + while (($pos = strpos($buffer, "\n")) !== false) { + $line = trim(substr($buffer, 0, $pos)); + $buffer = substr($buffer, $pos + 1); + + if ($line === '') { + continue; + } + + try { + $json = json_decode($line, true, flags: JSON_THROW_ON_ERROR); + } catch (Throwable) { + continue; + } + + if (isset($json['response'])) { + yield $json['response']; + } + + if (!empty($json['done'])) { + $done = true; + } + } + + // Wait for network activity + if ($running) { + curl_multi_select($mh, 0.2); + } + } while ($running && !$done); + + // Flush remaining buffer (edge case) + if (!$done && trim($buffer) !== '') { + try { + $json = json_decode(trim($buffer), true, flags: JSON_THROW_ON_ERROR); + if (isset($json['response'])) { + yield $json['response']; + } + } catch (Throwable) { + // ignore + } + } + + if (curl_errno($ch)) { + $error = curl_error($ch); + throw new RuntimeException('LLM connection error: ' . $error); + } + } finally { + curl_multi_remove_handle($mh, $ch); + curl_multi_close($mh); + curl_close($ch); + } + } +} diff --git a/src/Kernel.php b/src/Kernel.php new file mode 100644 index 0000000..779cd1f --- /dev/null +++ b/src/Kernel.php @@ -0,0 +1,11 @@ +load(); + $index[] = $entry; + $this->save($index); + } + + private function load(): array + { + if (!is_file($this->indexPath)) { + return []; + } + + $json = file_get_contents($this->indexPath); + $data = $json ? json_decode($json, true) : null; + + return is_array($data) ? $data : []; + } + + private function save(array $index): void + { + $dir = dirname($this->indexPath); + if (!is_dir($dir)) { + mkdir($dir, 0775, true); + } + + file_put_contents( + $this->indexPath, + json_encode($index, JSON_PRETTY_PRINT | JSON_UNESCAPED_UNICODE) + ); + } + + public function hasSourceHash(string $source, string $hash): bool + { + foreach ($this->load() as $entry) { + if ( + ($entry['source'] ?? null) === $source && + ($entry['sourceHash'] ?? null) === $hash + ) { + return true; + } + } + return false; + } +} diff --git a/src/Knowledge/Ingest/ChunkWriter.php b/src/Knowledge/Ingest/ChunkWriter.php new file mode 100644 index 0000000..9ea9f5d --- /dev/null +++ b/src/Knowledge/Ingest/ChunkWriter.php @@ -0,0 +1,149 @@ +chunksDir)) { + mkdir($this->chunksDir, 0775, true); + } + + $manifest = $this->loadManifest(); + $written = []; + + $base = $this->safeBase($sourceName); + $ts = date('Ymd_His'); + + foreach ($chunks as $i => $chunk) { + $filename = "{$base}__{$ts}__" . str_pad((string)$i, 4, '0', STR_PAD_LEFT) . ".txt"; + $path = rtrim($this->chunksDir, '/') . '/' . $filename; + + $header = $this->buildHeader( + source: $sourceName, + index: $i + ); + + file_put_contents($path, $header . "\n\n" . $chunk); + + $written[] = $filename; + + $manifest[] = [ + 'file' => $filename, + 'source' => $sourceName, + 'index' => $i, + 'chars' => mb_strlen($chunk), + 'createdAt' => date('c'), + ]; + + $this->indexWriter->add([ + 'file' => $filename, + 'source' => $sourceName, + 'sourceHash' => $sourceHash, + 'keywords' => $this->extractKeywords($chunk), + 'chars' => mb_strlen($chunk), + ]); + } + + + $this->saveManifest($manifest); + return $written; + } + + private function safeBase(string $name): string + { + $name = pathinfo($name, PATHINFO_FILENAME); + $name = mb_strtolower($name); + $name = preg_replace('/[^a-z0-9\-_]+/u', '-', $name); + return trim((string)$name, '-'); + } + + private function loadManifest(): array + { + if (!is_file($this->manifestPath)) { + return []; + } + $json = file_get_contents($this->manifestPath); + $data = $json ? json_decode($json, true) : null; + return is_array($data) ? $data : []; + } + + private function saveManifest(array $manifest): void + { + $dir = dirname($this->manifestPath); + if (!is_dir($dir)) { + mkdir($dir, 0775, true); + } + file_put_contents($this->manifestPath, json_encode($manifest, JSON_PRETTY_PRINT | JSON_UNESCAPED_UNICODE)); + } + + private function buildHeader(string $source, int $index): string + { + return sprintf( + '[Quelle: %s | Abschnitt: Chunk %d]', + $source, + $index + 1 + ); + } + + private function extractKeywords(string $text): array + { + // 1) Lowercase + $text = mb_strtolower($text); + + // 2) URLs entfernen (sehr wichtig) + $text = preg_replace('#https?://\S+#u', ' ', $text); + + // 3) Newlines & Tabs → Space + $text = str_replace(["\r", "\n", "\t"], ' ', $text); + + // 4) Trennzeichen → Space (NICHT löschen!) + $text = preg_replace('/[\/\.\,\:\;\-\_\(\)\[\]\{\}]/u', ' ', $text); + + // 5) Alles andere raus + $text = preg_replace('/[^\p{L}\p{N}\s]/u', '', $text); + + // 6) Whitespace normalisieren + $text = preg_replace('/\s+/u', ' ', $text); + $text = trim($text); + + // 7) Wörter extrahieren + $words = explode(' ', $text); + + // 8) Filtern + deduplizieren + $keywords = []; + + foreach ($words as $word) { + if (mb_strlen($word) < 4) { + continue; + } + if (in_array($word, $this->stopWords->getStopWords() ?? [], true)) { + continue; + } + $keywords[] = $word; + } + + return array_values(array_unique(array_slice($keywords, 0, 25))); + } +} diff --git a/src/Knowledge/Ingest/DocumentLoader.php b/src/Knowledge/Ingest/DocumentLoader.php new file mode 100644 index 0000000..a4f91bb --- /dev/null +++ b/src/Knowledge/Ingest/DocumentLoader.php @@ -0,0 +1,37 @@ + $this->loadText($path), + + // später: + // 'pdf' => $this->loadPdf($path), + // 'docx' => $this->loadDocx($path), + + default => throw new \RuntimeException("Unsupported file type: .{$ext}"), + }; + } + + private function loadText(string $path): string + { + $content = file_get_contents($path); + if ($content === false) { + throw new \RuntimeException("Could not read file: {$path}"); + } + return $content; + } +} diff --git a/src/Knowledge/Ingest/KnowledgeIngestService.php b/src/Knowledge/Ingest/KnowledgeIngestService.php new file mode 100644 index 0000000..52bcb1c --- /dev/null +++ b/src/Knowledge/Ingest/KnowledgeIngestService.php @@ -0,0 +1,39 @@ +loader->load($path); + + if ($optimize) { + $text = preg_replace("/\n{3,}/", "\n\n", $text); + $text = preg_replace("/[ \t]+$/m", "", $text); + } + + $sourceHash = sha1($text); + $sourceName = basename($path); + + if ($this->indexWriter->hasSourceHash($sourceName, $sourceHash)) { + return []; + } + + $chunks = $this->chunker->chunk($text); + return $this->writer->write($sourceName, $chunks, $sourceHash); + } +} diff --git a/src/Knowledge/Ingest/SimpleChunker.php b/src/Knowledge/Ingest/SimpleChunker.php new file mode 100644 index 0000000..21944ca --- /dev/null +++ b/src/Knowledge/Ingest/SimpleChunker.php @@ -0,0 +1,146 @@ +normalize($text); + if ($text === '') { + return []; + } + + // Split into tokens: words + whitespace preserved + $tokens = preg_split( + '/(\s+)/u', + $text, + -1, + PREG_SPLIT_DELIM_CAPTURE | PREG_SPLIT_NO_EMPTY + ); + + if (!$tokens) { + return []; + } + + // Build word index → token index mapping + $wordTokenIndexes = []; + foreach ($tokens as $i => $token) { + if (!preg_match('/^\s+$/u', $token)) { + $wordTokenIndexes[] = $i; + } + } + + $totalWords = count($wordTokenIndexes); + if ($totalWords === 0) { + return []; + } + + $chunks = []; + $wordPos = 0; + + while ($wordPos < $totalWords) { + $wordEnd = min($wordPos + $this->maxWords, $totalWords); + + $tokenStart = $wordTokenIndexes[$wordPos]; + $tokenEnd = $wordTokenIndexes[$wordEnd - 1] + 1; + + // Intelligent cut (sentence / paragraph aware) + $tokenEnd = $this->adjustCutToBoundary($tokens, $tokenStart, $tokenEnd); + + $chunk = trim(implode('', array_slice( + $tokens, + $tokenStart, + $tokenEnd - $tokenStart + ))); + + if ($chunk !== '') { + $chunks[] = $chunk; + } + + if ($wordEnd >= $totalWords) { + break; + } + + $wordPos = max(0, $wordEnd - $this->overlapWords); + } + + return $this->dedupe($chunks); + } + + private function normalize(string $text): string + { + $text = str_replace(["\r\n", "\r"], "\n", $text); + $text = preg_replace("/[ \t]+/u", " ", $text); + $text = preg_replace("/\n{3,}/u", "\n\n", $text); + + return trim((string) $text); + } + + /** + * Move cut backwards to a natural boundary if possible. + * Rules: + * - Never cut inside markdown list items + * - Sentence end only if followed by a line break + * - Paragraph breaks always allowed + */ + private function adjustCutToBoundary(array $tokens, int $start, int $end): int + { + // Detect markdown list context (e.g. "- Foo: Bar") + $startToken = $tokens[$start] ?? ''; + if (preg_match('/^- /u', ltrim($startToken))) { + // Keep list blocks intact + return $end; + } + + for ($i = $end - 1; $i > $start; $i--) { + + // Paragraph boundary + if ($tokens[$i] === "\n\n") { + return $i + 1; + } + + // Sentence boundary only if followed by newline + if ( + preg_match('/[.!?]\s*$/u', $tokens[$i]) && + isset($tokens[$i + 1]) && + str_contains($tokens[$i + 1], "\n") + ) { + return $i + 1; + } + } + + return $end; + } + + /** @param string[] $chunks @return string[] */ + private function dedupe(array $chunks): array + { + $seen = []; + $out = []; + + foreach ($chunks as $chunk) { + $key = mb_strtolower( + preg_replace('/\s+/u', ' ', trim($chunk)) + ); + + if (isset($seen[$key])) { + continue; + } + + $seen[$key] = true; + $out[] = $chunk; + } + + return $out; + } +} diff --git a/src/Knowledge/KeywordMapper.php b/src/Knowledge/KeywordMapper.php new file mode 100644 index 0000000..d2ead79 --- /dev/null +++ b/src/Knowledge/KeywordMapper.php @@ -0,0 +1,35 @@ + 'künstliche Intelligenz, AI, Projekte, Modelle, Agenten, ki', + 'shop' => 'Shopware, Onlineshop, Webshop, Commerce-System', + 'shops' => 'Shopware, Webshops, Verkaufsplattformen', + 'agentur' => 'Agentur, Firma, Unternehmen, mitho media', + 'api' => 'Schnittstelle, API, Anbindung, Integration', + 'plugin' => 'Shopware Plugin, Erweiterung, Modul, Funktion', + ]; + + /** + * Maps a raw prompt to an expanded semantic variant if applicable. + */ + public function map(string $prompt): string + { + $key = mb_strtolower(trim($prompt)); + + return $this->map[$key] ?? $prompt; + } +} diff --git a/src/Knowledge/KeywordSimilarity.php b/src/Knowledge/KeywordSimilarity.php new file mode 100644 index 0000000..84a44ba --- /dev/null +++ b/src/Knowledge/KeywordSimilarity.php @@ -0,0 +1,87 @@ += 6 && mb_strlen($b) >= 6) { + $distance = levenshtein($a, $b); + + if ($distance === 1) { + return 0.9; + } + + if ($distance === 2) { + return 0.8; + } + } + + // No relevant match + return 0.0; + } + + /** + * Normalize a keyword to ensure stable comparison. + */ + private static function normalize(string $value): string + { + $value = mb_strtolower(trim($value)); + + // Remove non-alphanumeric characters + $value = preg_replace('/[^\p{L}\p{N}]/u', '', $value) ?? ''; + + // Normalize German umlauts + $map = [ + 'ä' => 'ae', + 'ö' => 'oe', + 'ü' => 'ue', + 'ß' => 'ss', + ]; + + return strtr($value, $map); + } +} diff --git a/src/Knowledge/Retrieval/CachedRetriever.php b/src/Knowledge/Retrieval/CachedRetriever.php new file mode 100644 index 0000000..85c3e38 --- /dev/null +++ b/src/Knowledge/Retrieval/CachedRetriever.php @@ -0,0 +1,42 @@ +buildCacheKey($prompt, $limit); + + $item = $this->cache->getItem($key); + if ($item->isHit()) { + return $item->get(); + } + + $result = $this->inner->retrieve($prompt, $limit); + + $item->set($result); + $item->expiresAfter($this->ttlSeconds); + $this->cache->save($item); + + return $result; + } + + private function buildCacheKey(string $prompt, int $limit): string + { + $normalized = mb_strtolower(trim($prompt)); + $normalized = preg_replace('/\s+/u', ' ', $normalized); + + return 'rag_retrieval_' . sha1($normalized . '|' . $limit); + } +} diff --git a/src/Knowledge/Retrieval/ChunkIndexLoader.php b/src/Knowledge/Retrieval/ChunkIndexLoader.php new file mode 100644 index 0000000..39937a0 --- /dev/null +++ b/src/Knowledge/Retrieval/ChunkIndexLoader.php @@ -0,0 +1,25 @@ +indexPath)) { + return []; + } + + $json = file_get_contents($this->indexPath); + $data = $json ? json_decode($json, true) : null; + + return is_array($data) ? $data : []; + } +} diff --git a/src/Knowledge/Retrieval/ChunkKeywordRetriever.php b/src/Knowledge/Retrieval/ChunkKeywordRetriever.php new file mode 100644 index 0000000..6619907 --- /dev/null +++ b/src/Knowledge/Retrieval/ChunkKeywordRetriever.php @@ -0,0 +1,269 @@ +maxChunks; + + // --------------------------------------------------------- + // 1) Prompt → search terms + // --------------------------------------------------------- + $queryTerms = $this->extractTerms($prompt); + + // --------------------------------------------------------- + // 2) Keyword-based candidate discovery + // --------------------------------------------------------- + $result = $queryTerms !== [] + ? $this->findCandidateFiles($queryTerms) + : ['files' => [], 'canonicalTerms' => []]; + + $candidateScores = array_slice( + $result['files'], + 0, + self::MAX_KEYWORD_CANDIDATES, + true + ); + + // Canonical replacement + $effectiveTerms = array_map( + static fn (string $term): string => + $result['canonicalTerms'][$term] ?? $term, + $queryTerms + ); + + // --------------------------------------------------------- + // 3) Keyword scoring + // --------------------------------------------------------- + $scored = []; + + foreach ($candidateScores as $file => $similarityScore) { + $path = $this->chunksDir . '/' . $file; + if (!is_file($path)) { + continue; + } + + $chunk = file_get_contents($path); + if ($chunk === false || $chunk === '') { + continue; + } + + $score = $this->scoreChunk($chunk, $effectiveTerms); + if ($score === 0) { + continue; + } + + $scored[$file] = [ + 'chunk' => trim($chunk), + 'score' => (int) round($score * $similarityScore), + ]; + } + + // --------------------------------------------------------- + // 🔑 EARLY EXIT: Keyword results are sufficient + // --------------------------------------------------------- + if (\count($scored) >= $limit) { + return $this->finalize($scored, $limit); + } + + // --------------------------------------------------------- + // 4) Vector retrieval (semantic fallback) + // --------------------------------------------------------- + $vectorHits = $this->vectorClient->search($prompt, self::VECTOR_TOP_K); + + foreach ($vectorHits as $hit) { + if ( + !isset($hit['chunk_id'], $hit['score']) || + $hit['score'] < self::VECTOR_SCORE_THRESHOLD + ) { + continue; + } + + $file = $hit['chunk_id'] . '.txt'; + $path = $this->chunksDir . '/' . $file; + + if (!is_file($path)) { + continue; + } + + $baseScore = $scored[$file]['score'] ?? 0; + + $vectorBoost = (int) round($hit['score'] * 10); + + if ($vectorBoost <= 0) { + continue; + } + + $chunk = $scored[$file]['chunk'] + ?? trim((string) file_get_contents($path)); + + $scored[$file] = [ + 'chunk' => $chunk, + 'score' => $baseScore + $vectorBoost, + ]; + } + + // --------------------------------------------------------- + // 5) Final fallback + // --------------------------------------------------------- + if ($scored === []) { + return $this->fallbackSearch($prompt); + } + + return $this->finalize($scored, $limit); + } + + // ------------------------------------------------------------- + // FINALIZATION + // ------------------------------------------------------------- + private function finalize(array $scored, int $limit): array + { + uasort($scored, fn ($a, $b) => $b['score'] <=> $a['score']); + + return array_slice( + $this->normalizeResults( + array_column($scored, 'chunk') + ), + 0, + $limit + ); + } + + // ------------------------------------------------------------- + // INDEX LOGIC + // ------------------------------------------------------------- + private function findCandidateFiles(array $terms): array + { + $index = $this->indexLoader->load(); + $files = []; + $canonicalTerms = []; + + foreach ($index as $entry) { + if (!isset($entry['file'], $entry['keywords'])) { + continue; + } + + foreach ($terms as $term) { + foreach ($entry['keywords'] as $indexKeyword) { + $score = KeywordSimilarity::compare($term, $indexKeyword); + + if ($score >= 0.8) { + $files[$entry['file']] = max( + $files[$entry['file']] ?? 0.0, + $score + ); + $canonicalTerms[$term] = $indexKeyword; + break 2; + } + } + } + } + + return [ + 'files' => $files, + 'canonicalTerms' => $canonicalTerms, + ]; + } + + // ------------------------------------------------------------- + // FALLBACK + // ------------------------------------------------------------- + private function fallbackSearch(string $prompt): array + { + $chunkedText = trim($this->chunkedSearch->searchAsText($prompt)); + if ($chunkedText === '') { + return []; + } + + return array_slice( + $this->normalizeResults($this->splitChunks($chunkedText)), + 0, + $this->maxChunks + ); + } + + // ------------------------------------------------------------- + // SCORING + // ------------------------------------------------------------- + private function scoreChunk(string $chunk, array $terms): int + { + $content = mb_strtolower($chunk); + $score = 0; + + foreach ($terms as $term) { + if ( + !\in_array($term, $this->stopWords->getStopWords(), true) && + str_contains($content, $term) + ) { + $score += mb_strlen($term) >= 10 ? 2 : 1; + } + } + + return $score; + } + + // ------------------------------------------------------------- + // UTIL + // ------------------------------------------------------------- + private function extractTerms(string $text): array + { + $text = mb_strtolower( + preg_replace('/[^\p{L}\p{N}\s]/u', '', $text) + ); + + return array_values(array_filter( + explode(' ', $text), + static fn (string $w) => mb_strlen($w) > 2 + )); + } + + private function splitChunks(string $text): array + { + return array_values(array_filter( + array_map('trim', explode("\n\n", $text)), + static fn (string $chunk) => $chunk !== '' + )); + } + + private function normalizeResults(array $chunks): array + { + $seen = []; + $out = []; + + foreach ($chunks as $chunk) { + $key = mb_strtolower(preg_replace('/\s+/u', ' ', $chunk)); + if (!isset($seen[$key])) { + $seen[$key] = true; + $out[] = $chunk; + } + } + + return $out; + } +} diff --git a/src/Knowledge/Retrieval/RetrieverInterface.php b/src/Knowledge/Retrieval/RetrieverInterface.php new file mode 100644 index 0000000..dc9f0dc --- /dev/null +++ b/src/Knowledge/Retrieval/RetrieverInterface.php @@ -0,0 +1,11 @@ +stopWords); + } +} \ No newline at end of file diff --git a/src/Knowledge/VectorSearchChunked.php b/src/Knowledge/VectorSearchChunked.php new file mode 100644 index 0000000..a94a956 --- /dev/null +++ b/src/Knowledge/VectorSearchChunked.php @@ -0,0 +1,121 @@ +dataDir = $this->projectDir . '/' . $this->dataDir; + } + /** + * Returns concatenated relevant chunks as plain text. + * + * @param string $prompt + * @return string + */ + public function searchAsText(string $prompt): string + { + + if (!is_dir($this->dataDir)) { + return ''; + } + + $promptLower = mb_strtolower($prompt); + $keywords = $this->extractKeywords($promptLower); + + if ($keywords === []) { + return ''; + } + + $matches = []; + + foreach (glob($this->dataDir . '/*.txt') as $file) { + $content = file_get_contents($file); + if ($content === false) { + continue; + } + + $contentLower = mb_strtolower($content); + + if ($this->matchesKeywords($contentLower, $keywords)) { + $matches[] = trim($content); + } + + if (count($matches) >= $this->maxChunks) { + break; + } + } + + return implode("\n\n", $matches); + } + + /** + * Extracts simple keywords from the prompt. + * + * This is a lightweight heuristic replacement for + * full vector or embedding-based search. + */ + private function extractKeywords(string $prompt): array + { + $words = preg_split('/\W+/u', $prompt, -1, PREG_SPLIT_NO_EMPTY); + if ($words === false) { + return []; + } + + $keywords = []; + foreach ($words as $word) { + if (mb_strlen($word) >= 4) { + $keywords[] = $word; + } + } + + return array_values(array_unique($keywords)); + } + + /** + * Checks whether the content matches at least one keyword. + */ + private function matchesKeywords(string $content, array $keywords): bool + { + foreach ($keywords as $keyword) { + if (str_contains($content, $keyword)) { + return true; + } + } + + return false; + } +} diff --git a/src/Vector/VectorSearchClient.php b/src/Vector/VectorSearchClient.php new file mode 100644 index 0000000..3af952e --- /dev/null +++ b/src/Vector/VectorSearchClient.php @@ -0,0 +1,55 @@ +vectorDir, '/') . '/vector_search.py'; + $this->agentLogger->info("Run vector search script $script"); + if (!is_file($script)) { + return []; + } + + // ------------------------------------------------- + // Determine Python interpreter (venv preferred) + // ------------------------------------------------- + $venvPython = $this->vectorDir . '/.venv/bin/python'; + $pythonBin = is_file($venvPython) ? $venvPython : 'python3'; + + $cmd = sprintf( + '%s %s %s %d 2>&1', + escapeshellarg($pythonBin), + escapeshellarg($script), + escapeshellarg($query), + $limit + ); + + exec($cmd, $out, $exitCode); + + if ($exitCode !== 0 || empty($out)) { + return []; + } + + $json = implode("\n", $out); + + $this->agentLogger->info($json); + + try { + return json_decode($json, true, 512, JSON_THROW_ON_ERROR); + } catch (\Throwable) { + return []; + } + } +} diff --git a/src/Vector/vector_ingest.py b/src/Vector/vector_ingest.py new file mode 100644 index 0000000..ed9f135 --- /dev/null +++ b/src/Vector/vector_ingest.py @@ -0,0 +1,89 @@ +#!/usr/bin/env python3 + +import sys +import json +from pathlib import Path + +# --------------------------------------------------------- +# Argument handling +# --------------------------------------------------------- +if len(sys.argv) < 3: + print("ERROR: Missing arguments (vectorDir, knowledgeDir)") + sys.exit(2) + +vector_dir = Path(sys.argv[1]).resolve() +knowledge_dir = Path(sys.argv[2]).resolve() + +index_json = knowledge_dir / "index.json" +index_out = vector_dir / "vector.index" +meta_out = vector_dir / "vector_meta.json" + +# --------------------------------------------------------- +# Dependency checks +# --------------------------------------------------------- +try: + import faiss # noqa +except Exception: + print("ERROR: Python module 'faiss' not found.") + sys.exit(10) + +try: + from sentence_transformers import SentenceTransformer # noqa +except Exception: + print("ERROR: Python module 'sentence-transformers' not found.") + sys.exit(11) + +import faiss +from sentence_transformers import SentenceTransformer + +# --------------------------------------------------------- +# File checks +# --------------------------------------------------------- +if not index_json.is_file(): + print(f"ERROR: index.json not found at {index_json}") + sys.exit(20) + +# --------------------------------------------------------- +# Load chunks from index.json +# --------------------------------------------------------- +with open(index_json, "r", encoding="utf-8") as f: + data = json.load(f) + +texts = [] +ids = [] + +for entry in data: + if "file" not in entry: + continue + + chunk_path = knowledge_dir / "chunks" / entry["file"] + if not chunk_path.is_file(): + continue + + text = chunk_path.read_text(encoding="utf-8").strip() + if not text: + continue + + texts.append(text) + ids.append(entry["file"]) + +if not texts: + print("ERROR: No chunks loaded from index.json") + sys.exit(21) + +# --------------------------------------------------------- +# Build vector index +# --------------------------------------------------------- +model = SentenceTransformer("all-MiniLM-L6-v2") +embeddings = model.encode(texts, normalize_embeddings=True) + +dim = embeddings.shape[1] +index = faiss.IndexFlatIP(dim) +index.add(embeddings) + +faiss.write_index(index, str(index_out)) + +with open(meta_out, "w", encoding="utf-8") as f: + json.dump(ids, f) + +print(f"Indexed {len(ids)} chunks.") diff --git a/src/Vector/vector_search.py b/src/Vector/vector_search.py new file mode 100644 index 0000000..63291a3 --- /dev/null +++ b/src/Vector/vector_search.py @@ -0,0 +1,72 @@ +#!/usr/bin/env python3 + +import sys +import json +from pathlib import Path + +# --------------------------------------------------------- +# Argument handling +# --------------------------------------------------------- +if len(sys.argv) < 3: + print("ERROR: Missing arguments (query, limit)") + sys.exit(2) + +query = sys.argv[1] +limit = int(sys.argv[2]) + +vector_dir = Path(__file__).resolve().parent +index_path = vector_dir / "vector.index" +meta_path = vector_dir / "vector_meta.json" + +# --------------------------------------------------------- +# Dependency checks (controlled) +# --------------------------------------------------------- +try: + import faiss # noqa +except Exception: + print("ERROR: Python module 'faiss' not found.") + sys.exit(10) + +try: + from sentence_transformers import SentenceTransformer # noqa +except Exception: + print("ERROR: Python module 'sentence-transformers' not found.") + sys.exit(11) + +import faiss +from sentence_transformers import SentenceTransformer + +# --------------------------------------------------------- +# File checks +# --------------------------------------------------------- +if not index_path.is_file() or not meta_path.is_file(): + print("ERROR: Vector index not found. Run vector ingest first.") + sys.exit(20) + +# --------------------------------------------------------- +# Load model and index +# --------------------------------------------------------- +model = SentenceTransformer("all-MiniLM-L6-v2") +query_vec = model.encode([query], normalize_embeddings=True) + +index = faiss.read_index(str(index_path)) + +with open(meta_path, "r", encoding="utf-8") as f: + ids = json.load(f) + +# --------------------------------------------------------- +# Search +# --------------------------------------------------------- +scores, indices = index.search(query_vec, limit) + +results = [] +for score, idx in zip(scores[0], indices[0]): + if idx == -1: + continue + + results.append({ + "chunk_id": ids[idx], + "score": float(score) + }) + +print(json.dumps(results)) diff --git a/symfony.lock b/symfony.lock new file mode 100644 index 0000000..1d5d3d5 --- /dev/null +++ b/symfony.lock @@ -0,0 +1,79 @@ +{ + "symfony/console": { + "version": "5.4", + "recipe": { + "repo": "github.com/symfony/recipes", + "branch": "main", + "version": "5.3", + "ref": "1781ff40d8a17d87cf53f8d4cf0c8346ed2bb461" + }, + "files": [ + "bin/console" + ] + }, + "symfony/flex": { + "version": "1.22", + "recipe": { + "repo": "github.com/symfony/recipes", + "branch": "main", + "version": "1.0", + "ref": "146251ae39e06a95be0fe3d13c807bcf3938b172" + }, + "files": [ + ".env" + ] + }, + "symfony/framework-bundle": { + "version": "5.4", + "recipe": { + "repo": "github.com/symfony/recipes", + "branch": "main", + "version": "5.4", + "ref": "3cd216a4d007b78d8554d44a5b1c0a446dab24fb" + }, + "files": [ + "config/packages/cache.yaml", + "config/packages/framework.yaml", + "config/preload.php", + "config/routes/framework.yaml", + "config/services.yaml", + "public/index.php", + "src/Controller/.gitignore", + "src/Kernel.php" + ] + }, + "symfony/monolog-bundle": { + "version": "4.0", + "recipe": { + "repo": "github.com/symfony/recipes", + "branch": "main", + "version": "3.7", + "ref": "1b9efb10c54cb51c713a9391c9300ff8bceda459" + }, + "files": [ + "config/packages/monolog.yaml" + ] + }, + "symfony/routing": { + "version": "5.4", + "recipe": { + "repo": "github.com/symfony/recipes", + "branch": "main", + "version": "5.3", + "ref": "85de1d8ae45b284c3c84b668171d2615049e698f" + }, + "files": [ + "config/packages/routing.yaml", + "config/routes.yaml" + ] + }, + "symfony/uid": { + "version": "7.4", + "recipe": { + "repo": "github.com/symfony/recipes", + "branch": "main", + "version": "7.0", + "ref": "0df5844274d871b37fc3816c57a768ffc60a43a5" + } + } +}