Merge branch '1.9.x' into feat-rust-sdk

.env

@@ -39,7 +39,7 @@ _APP_REDIS_HOST=redis
 _APP_REDIS_PORT=6379
 _APP_REDIS_PASS=
 _APP_REDIS_USER=
-COMPOSE_PROFILES=mongodb
+COMPOSE_PROFILES=mariadb,mongodb,postgresql
 _APP_DB_ADAPTER=mongodb
 _APP_DB_HOST=mongodb
 _APP_DB_PORT=27017
@@ -47,6 +47,15 @@ _APP_DB_SCHEMA=appwrite
 _APP_DB_USER=user
 _APP_DB_PASS=password
 _APP_DB_ROOT_PASS=rootsecretpassword
+_APP_DB_ADAPTER_DOCUMENTSDB=mongodb
+_APP_DB_HOST_DOCUMENTSDB=mongodb
+_APP_DB_PORT_DOCUMENTSDB=27017
+_APP_DB_ADAPTER_VECTORSDB=postgresql
+_APP_DB_HOST_VECTORSDB=postgresql
+_APP_DB_PORT_VECTORSDB=5432
+_APP_EMBEDDING_MODELS=embeddinggemma
+_APP_EMBEDDING_ENDPOINT='http://ollama:11434/api/embed'
+_APP_EMBEDDING_TIMEOUT=30000
 _APP_STORAGE_DEVICE=Local
 _APP_STORAGE_S3_ACCESS_KEY=
 _APP_STORAGE_S3_SECRET=

.github/workflows/ci.yml

@@ -394,7 +394,8 @@ jobs:
           Webhooks,
           VCS,
           Messaging,
-          Migrations
+          Migrations,
+          Project
         ]
         include:
           - service: Databases

app/config/collections.php

@@ -4,6 +4,7 @@
 $common = include __DIR__ . '/collections/common.php';
 $projects = include __DIR__ . '/collections/projects.php';
 $databases = include __DIR__ . '/collections/databases.php';
+$vectorsdb = include __DIR__ . '/collections/vectorsdb.php';
 $platform = include __DIR__ . '/collections/platform.php';
 $logs = include __DIR__ . '/collections/logs.php';
 
@@ -26,6 +27,7 @@ unset($common['files']);
 $collections = [
     'buckets' => $buckets,
     'databases' => $databases,
+    'vectorsdb' => $vectorsdb,
     'projects' => array_merge_recursive($projects, $common),
     'console' => array_merge_recursive($platform, $common),
     'logs' => $logs,

app/config/collections/projects.php

@@ -61,6 +61,15 @@ return [
                 'array' => false,
                 'filters' => [],
             ],
+            [
+                '$id' => ID::custom('database'),
+                'type' => Database::VAR_STRING,
+                'size' => 128,
+                'required' => false,
+                'signed' => true,
+                'array' => false,
+                'filters' => [],
+            ]
         ],
         'indexes' => [
             [

app/config/collections/vectorsdb.php

@@ -0,0 +1,165 @@
+<?php
+
+use Utopia\Database\Database;
+use Utopia\Database\Helpers\ID;
+
+return [
+    'collections' => [
+        '$collection' => ID::custom('databases'),
+        '$id' => ID::custom('collections'),
+        'name' => 'Collections',
+        'attributes' => [
+            [
+                '$id' => ID::custom('databaseInternalId'),
+                'type' => Database::VAR_STRING,
+                'format' => '',
+                'size' => Database::LENGTH_KEY,
+                'signed' => true,
+                'required' => true,
+                'default' => null,
+                'array' => false,
+                'filters' => [],
+            ],
+            [
+                '$id' => ID::custom('databaseId'),
+                'type' => Database::VAR_STRING,
+                'signed' => true,
+                'size' => Database::LENGTH_KEY,
+                'format' => '',
+                'filters' => [],
+                'required' => true,
+                'default' => null,
+                'array' => false,
+            ],
+            [
+                '$id' => ID::custom('name'),
+                'type' => Database::VAR_STRING,
+                'size' => 256,
+                'required' => true,
+                'signed' => true,
+                'array' => false,
+                'filters' => [],
+            ],
+            [
+                '$id' => ID::custom('dimension'),
+                'type' => Database::VAR_INTEGER,
+                'size' => 0,
+                'required' => true,
+                'signed' => false,
+                'array' => false,
+                'filters' => [],
+            ],
+            [
+                '$id' => ID::custom('enabled'),
+                'type' => Database::VAR_BOOLEAN,
+                'signed' => true,
+                'size' => 0,
+                'format' => '',
+                'filters' => [],
+                'required' => true,
+                'default' => null,
+                'array' => false,
+            ],
+            [
+                '$id' => ID::custom('documentSecurity'),
+                'type' => Database::VAR_BOOLEAN,
+                'signed' => true,
+                'size' => 0,
+                'format' => '',
+                'filters' => [],
+                'required' => true,
+                'default' => null,
+                'array' => false,
+            ],
+            [
+                '$id' => ID::custom('attributes'),
+                'type' => Database::VAR_STRING,
+                'size' => 1000000,
+                'required' => false,
+                'signed' => true,
+                'array' => false,
+                'filters' => ['subQueryAttributes'],
+            ],
+            [
+                '$id' => ID::custom('indexes'),
+                'type' => Database::VAR_STRING,
+                'size' => 1000000,
+                'required' => false,
+                'signed' => true,
+                'array' => false,
+                'filters' => ['subQueryIndexes'],
+            ],
+            [
+                '$id' => ID::custom('search'),
+                'type' => Database::VAR_STRING,
+                'format' => '',
+                'size' => 16384,
+                'signed' => true,
+                'required' => false,
+                'default' => null,
+                'array' => false,
+                'filters' => [],
+            ],
+        ],
+        'defaultAttributes' => [
+            [
+                '$id' => ID::custom('embeddings'),
+                'type' => Database::VAR_VECTOR,
+                'required' => true,
+                'signed' => false,
+                'array' => false,
+                'filters' => [],
+            ],
+            [
+                '$id' => ID::custom('metadata'),
+                'type' => Database::VAR_OBJECT,
+                'default' => [],
+                'required' => false,
+                'size' => 0,
+                'signed' => false,
+                'array' => false,
+                'filters' => [],
+            ],
+        ],
+        'indexes' => [
+            [
+                '$id' => ID::custom('_fulltext_search'),
+                'type' => Database::INDEX_FULLTEXT,
+                'attributes' => ['search'],
+                'lengths' => [],
+                'orders' => [],
+            ],
+            [
+                '$id' => ID::custom('_key_name'),
+                'type' => Database::INDEX_KEY,
+                'attributes' => ['name'],
+                'lengths' => [256],
+                'orders' => [Database::ORDER_ASC],
+            ],
+            [
+                '$id' => ID::custom('_key_enabled'),
+                'type' => Database::INDEX_KEY,
+                'attributes' => ['enabled'],
+                'lengths' => [],
+                'orders' => [Database::ORDER_ASC],
+            ],
+            [
+                '$id' => ID::custom('_key_documentSecurity'),
+                'type' => Database::INDEX_KEY,
+                'attributes' => ['documentSecurity'],
+                'lengths' => [],
+                'orders' => [Database::ORDER_ASC],
+            ],
+        ],
+        'defaultIndexes' => [
+            // not creating default indexes on the embeddings as it depends on the type of query users using the most
+            [
+                '$id' => ID::custom('_key_metadata'),
+                'type' => Database::INDEX_OBJECT,
+                'attributes' => ['metadata'],
+                'lengths' => [],
+                'orders' => [],
+            ],
+        ]
+    ]
+];

app/config/errors.php

@@ -1206,6 +1206,11 @@ return [
         'description' => 'Migration is already in progress. You can check the status of the migration in your Appwrite Console\'s "Settings" > "Migrations".',
         'code' => 409,
     ],
+    Exception::MIGRATION_DATABASE_TYPE_UNSUPPORTED => [
+        'name' => Exception::MIGRATION_DATABASE_TYPE_UNSUPPORTED,
+        'description' => 'The specified database type is not supported for CSV import or export operations.',
+        'code' => 400,
+    ],
 
     /** Realtime */
     Exception::REALTIME_MESSAGE_FORMAT_INVALID => [

app/config/roles.php

@@ -62,6 +62,8 @@ $admins = [
     'devKeys.write',
     'webhooks.read',
     'webhooks.write',
+    'project.read',
+    'project.write',
     'locale.read',
     'avatars.read',
     'health.read',

app/config/scopes/organization.php

@@ -31,12 +31,4 @@ return [
         "description" =>
             "Access to create, update, and delete project\'s development keys",
     ],
-    "webhooks.read" => [
-        "description" =>
-            "Access to read project\'s webhooks",
-    ],
-    "webhooks.write" => [
-        "description" =>
-            "Access to create, update, and delete project\'s webhooks",
-    ],
 ];

app/config/scopes/project.php

@@ -180,4 +180,12 @@ return [ // List of publicly visible scopes
         "description" =>
             "Access to create, update, and delete project\'s webhooks",
     ],
+    "project.read" => [
+        "description" =>
+            "Access to read project\'s information",
+    ],
+    "project.write" => [
+        "description" =>
+            "Access to update project\'s information",
+    ],
 ];

app/controllers/api/migrations.php

@@ -43,6 +43,16 @@ use Utopia\Validator\WhiteList;
 
 include_once __DIR__ . '/../shared/api.php';
 
+function getDatabaseTransferResourceServices(string $databaseType)
+{
+    return match($databaseType) {
+        DATABASE_TYPE_LEGACY,
+        DATABASE_TYPE_TABLESDB => Transfer::GROUP_DATABASES_TABLES_DB,
+        DATABASE_TYPE_VECTORSDB => Transfer::GROUP_DATABASES_VECTOR_DB,
+        DATABASE_TYPE_DOCUMENTSDB => Transfer::GROUP_DATABASES_DOCUMENTS_DB
+    };
+}
+
 Http::post('/v1/migrations/appwrite')
     ->groups(['api', 'migrations'])
     ->desc('Create Appwrite migration')
@@ -427,8 +437,16 @@ Http::post('/v1/migrations/csv/imports')
             throw new \Exception('Unable to copy file');
         }
 
+        // getting databasetype
+        $resources = explode(':', $resourceId);
+        $databaseId = $resources[0];
+        $database = $authorization->skip(fn () => $dbForProject->getDocument('databases', $databaseId));
+        $databaseType = $database->getAttribute('type');
+        if (!in_array($databaseType, CSV_ALLOWED_DATABASE_TYPES)) {
+            throw new Exception(Exception::MIGRATION_DATABASE_TYPE_UNSUPPORTED, 'Database type not supported for csv');
+        }
         $fileSize = $deviceForMigrations->getFileSize($newPath);
-        $resources = Transfer::extractServices([Transfer::GROUP_DATABASES]);
+        $resources = Transfer::extractServices([getDatabaseTransferResourceServices($databaseType)]);
 
         $migration = $dbForProject->createDocument('migrations', new Document([
             '$id' => $migrationId,
@@ -557,13 +575,23 @@ Http::post('/v1/migrations/csv/exports')
             throw new Exception(Exception::GENERAL_QUERY_INVALID, $validator->getDescription());
         }
 
+        // getting databasetype
+        $resources = explode(':', $resourceId);
+        $databaseId = $resources[0];
+        $database = $authorization->skip(fn () => $dbForProject->getDocument('databases', $databaseId));
+        $databaseType = $database->getAttribute('type');
+        if (!in_array($databaseType, CSV_ALLOWED_DATABASE_TYPES)) {
+            throw new Exception(Exception::MIGRATION_DATABASE_TYPE_UNSUPPORTED, 'Database type not supported for csv');
+        }
+        $resources = Transfer::extractServices([getDatabaseTransferResourceServices($databaseType)]);
+
         $migration = $dbForProject->createDocument('migrations', new Document([
             '$id' => ID::unique(),
             'status' => 'pending',
             'stage' => 'init',
             'source' => Appwrite::getName(),
             'destination' => CSV::getName(),
-            'resources' => Transfer::extractServices([Transfer::GROUP_DATABASES]),
+            'resources' => $resources,
             'resourceId' => $resourceId,
             'resourceType' => Resource::TYPE_DATABASE,
             'statusCounters' => '{}',
@@ -713,12 +741,11 @@ Http::get('/v1/migrations/appwrite/report')
     ->param('projectID', '', new Text(512), "Source's Project ID")
     ->param('key', '', new Text(512), "Source's API Key")
     ->inject('response')
-    ->inject('dbForProject')
-    ->inject('project')
-    ->inject('user')
-    ->action(function (array $resources, string $endpoint, string $projectID, string $key, Response $response) {
+    ->inject('getDatabasesDB')
+    ->action(function (array $resources, string $endpoint, string $projectID, string $key, Response $response, callable $getDatabasesDB) {
+
         try {
-            $appwrite = new Appwrite($projectID, $endpoint, $key);
+            $appwrite = new Appwrite($projectID, $endpoint, $key, $getDatabasesDB);
             $report = $appwrite->report($resources);
         } catch (\Throwable $e) {
             throw new Exception(

app/controllers/api/project.php

@@ -1,25 +1,15 @@
 <?php
 
-use Appwrite\Extend\Exception;
 use Appwrite\SDK\AuthType;
-use Appwrite\SDK\ContentType;
 use Appwrite\SDK\Method;
 use Appwrite\SDK\Response as SDKResponse;
 use Appwrite\Utopia\Response;
 use Utopia\Database\Database;
 use Utopia\Database\Document;
-use Utopia\Database\Exception\Duplicate as DuplicateException;
-use Utopia\Database\Helpers\ID;
-use Utopia\Database\Helpers\Permission;
-use Utopia\Database\Helpers\Role;
 use Utopia\Database\Query;
 use Utopia\Database\Validator\Authorization;
 use Utopia\Database\Validator\Datetime as DateTimeValidator;
-use Utopia\Database\Validator\UID;
 use Utopia\Http\Http;
-use Utopia\Validator\Boolean;
-use Utopia\Validator\Nullable;
-use Utopia\Validator\Text;
 use Utopia\Validator\WhiteList;
 
 Http::get('/v1/project/usage')
@@ -62,16 +52,33 @@ Http::get('/v1/project/usage')
                 METRIC_EXECUTIONS_MB_SECONDS,
                 METRIC_BUILDS_MB_SECONDS,
                 METRIC_DOCUMENTS,
+                METRIC_DOCUMENTS_DOCUMENTSDB,
                 METRIC_DATABASES,
+                METRIC_DATABASES_DOCUMENTSDB,
                 METRIC_USERS,
                 METRIC_BUCKETS,
                 METRIC_FILES_STORAGE,
                 METRIC_DATABASES_STORAGE,
+                METRIC_DATABASES_STORAGE_DOCUMENTSDB,
                 METRIC_DEPLOYMENTS_STORAGE,
                 METRIC_BUILDS_STORAGE,
                 METRIC_DATABASES_OPERATIONS_READS,
+                METRIC_DATABASES_OPERATIONS_READS_DOCUMENTSDB,
                 METRIC_DATABASES_OPERATIONS_WRITES,
+                METRIC_DATABASES_OPERATIONS_WRITES_DOCUMENTSDB,
                 METRIC_FILES_IMAGES_TRANSFORMED,
+                // VectorsDB totals
+                METRIC_DATABASES_VECTORSDB,
+                METRIC_COLLECTIONS_VECTORSDB,
+                METRIC_DOCUMENTS_VECTORSDB,
+                METRIC_DATABASES_STORAGE_VECTORSDB,
+                METRIC_DATABASES_OPERATIONS_READS_VECTORSDB,
+                METRIC_DATABASES_OPERATIONS_WRITES_VECTORSDB,
+                // Embeddings totals
+                METRIC_EMBEDDINGS_TEXT,
+                METRIC_EMBEDDINGS_TEXT_TOTAL_TOKENS,
+                METRIC_EMBEDDINGS_TEXT_TOTAL_DURATION,
+                METRIC_EMBEDDINGS_TEXT_TOTAL_ERROR
             ],
             'period' => [
                 METRIC_NETWORK_REQUESTS,
@@ -80,11 +87,26 @@ Http::get('/v1/project/usage')
                 METRIC_USERS,
                 METRIC_EXECUTIONS,
                 METRIC_DATABASES_STORAGE,
+                METRIC_DATABASES_STORAGE_DOCUMENTSDB,
                 METRIC_EXECUTIONS_MB_SECONDS,
                 METRIC_BUILDS_MB_SECONDS,
                 METRIC_DATABASES_OPERATIONS_READS,
+                METRIC_DATABASES_OPERATIONS_READS_DOCUMENTSDB,
                 METRIC_DATABASES_OPERATIONS_WRITES,
+                METRIC_DATABASES_OPERATIONS_WRITES_DOCUMENTSDB,
                 METRIC_FILES_IMAGES_TRANSFORMED,
+                // VectorsDB time series
+                METRIC_DATABASES_VECTORSDB,
+                METRIC_COLLECTIONS_VECTORSDB,
+                METRIC_DOCUMENTS_VECTORSDB,
+                METRIC_DATABASES_STORAGE_VECTORSDB,
+                METRIC_DATABASES_OPERATIONS_READS_VECTORSDB,
+                METRIC_DATABASES_OPERATIONS_WRITES_VECTORSDB,
+                // Embeddings time series
+                METRIC_EMBEDDINGS_TEXT,
+                METRIC_EMBEDDINGS_TEXT_TOTAL_TOKENS,
+                METRIC_EMBEDDINGS_TEXT_TOTAL_DURATION,
+                METRIC_EMBEDDINGS_TEXT_TOTAL_ERROR
             ]
         ];
 
@@ -357,8 +379,11 @@ Http::get('/v1/project/usage')
             'buildsMbSecondsTotal' => $total[METRIC_BUILDS_MB_SECONDS],
             'documentsTotal' => $total[METRIC_DOCUMENTS],
             'rowsTotal' => $total[METRIC_DOCUMENTS],
+            'documentsdbDocumentsTotal' => $total[METRIC_DOCUMENTS_DOCUMENTSDB],
             'databasesTotal' => $total[METRIC_DATABASES],
+            'documentsdbTotal' => $total[METRIC_DATABASES_DOCUMENTSDB],
             'databasesStorageTotal' => $total[METRIC_DATABASES_STORAGE],
+            'documentsdbDatabasesStorageTotal' => $total[METRIC_DATABASES_STORAGE_DOCUMENTSDB],
             'usersTotal' => $total[METRIC_USERS],
             'bucketsTotal' => $total[METRIC_BUCKETS],
             'filesStorageTotal' => $total[METRIC_FILES_STORAGE],
@@ -367,10 +392,27 @@ Http::get('/v1/project/usage')
             'deploymentsStorageTotal' => $total[METRIC_DEPLOYMENTS_STORAGE],
             'databasesReadsTotal' => $total[METRIC_DATABASES_OPERATIONS_READS],
             'databasesWritesTotal' => $total[METRIC_DATABASES_OPERATIONS_WRITES],
+            'documentsdbDatabasesReadsTotal' => $total[METRIC_DATABASES_OPERATIONS_READS_DOCUMENTSDB],
+            'documentsdbDatabasesWritesTotal' => $total[METRIC_DATABASES_OPERATIONS_WRITES_DOCUMENTSDB],
+            'vectorsdbDatabasesTotal' => $total[METRIC_DATABASES_VECTORSDB] ?? 0,
+            'vectorsdbCollectionsTotal' => $total[METRIC_COLLECTIONS_VECTORSDB] ?? 0,
+            'vectorsdbDocumentsTotal' => $total[METRIC_DOCUMENTS_VECTORSDB] ?? 0,
+            'vectorsdbDatabasesStorageTotal' => $total[METRIC_DATABASES_STORAGE_VECTORSDB] ?? 0,
+            'vectorsdbDatabasesReadsTotal' => $total[METRIC_DATABASES_OPERATIONS_READS_VECTORSDB] ?? 0,
+            'vectorsdbDatabasesWritesTotal' => $total[METRIC_DATABASES_OPERATIONS_WRITES_VECTORSDB] ?? 0,
             'executionsBreakdown' => $executionsBreakdown,
             'bucketsBreakdown' => $bucketsBreakdown,
             'databasesReads' => $usage[METRIC_DATABASES_OPERATIONS_READS],
             'databasesWrites' => $usage[METRIC_DATABASES_OPERATIONS_WRITES],
+            'documentsdbDatabasesReads' => $usage[METRIC_DATABASES_OPERATIONS_READS_DOCUMENTSDB],
+            'documentsdbDatabasesWrites' => $usage[METRIC_DATABASES_OPERATIONS_WRITES_DOCUMENTSDB],
+            'documentsdbDatabasesStorage' => $usage[METRIC_DATABASES_STORAGE_DOCUMENTSDB],
+            'vectorsdbDatabases' => $usage[METRIC_DATABASES_VECTORSDB] ?? [],
+            'vectorsdbCollections' => $usage[METRIC_COLLECTIONS_VECTORSDB] ?? [],
+            'vectorsdbDocuments' => $usage[METRIC_DOCUMENTS_VECTORSDB] ?? [],
+            'vectorsdbDatabasesStorage' => $usage[METRIC_DATABASES_STORAGE_VECTORSDB] ?? [],
+            'vectorsdbDatabasesReads' => $usage[METRIC_DATABASES_OPERATIONS_READS_VECTORSDB] ?? [],
+            'vectorsdbDatabasesWrites' => $usage[METRIC_DATABASES_OPERATIONS_WRITES_VECTORSDB] ?? [],
             'databasesStorageBreakdown' => $databasesStorageBreakdown,
             'executionsMbSecondsBreakdown' => $executionsMbSecondsBreakdown,
             'buildsMbSecondsBreakdown' => $buildsMbSecondsBreakdown,
@@ -380,230 +422,13 @@ Http::get('/v1/project/usage')
             'authPhoneCountryBreakdown' => $authPhoneCountryBreakdown,
             'imageTransformations' => $usage[METRIC_FILES_IMAGES_TRANSFORMED],
             'imageTransformationsTotal' => $total[METRIC_FILES_IMAGES_TRANSFORMED],
+            'embeddingsText' => $usage[METRIC_EMBEDDINGS_TEXT] ?? [],
+            'embeddingsTextTokens' => $usage[METRIC_EMBEDDINGS_TEXT_TOTAL_TOKENS] ?? [],
+            'embeddingsTextDuration' => $usage[METRIC_EMBEDDINGS_TEXT_TOTAL_DURATION] ?? [],
+            'embeddingsTextErrors' => $usage[METRIC_EMBEDDINGS_TEXT_TOTAL_ERROR] ?? [],
+            'embeddingsTextTotal' => $total[METRIC_EMBEDDINGS_TEXT] ?? 0,
+            'embeddingsTextTokensTotal' => $total[METRIC_EMBEDDINGS_TEXT_TOTAL_TOKENS] ?? 0,
+            'embeddingsTextDurationTotal' => $total[METRIC_EMBEDDINGS_TEXT_TOTAL_DURATION] ?? 0,
+            'embeddingsTextErrorsTotal' => $total[METRIC_EMBEDDINGS_TEXT_TOTAL_ERROR] ?? 0,
         ]), Response::MODEL_USAGE_PROJECT);
     });
-
-
-// Variables
-Http::post('/v1/project/variables')
-    ->desc('Create variable')
-    ->groups(['api'])
-    ->label('scope', 'projects.write')
-    ->label('audits.event', 'variable.create')
-    ->label('sdk', new Method(
-        namespace: 'project',
-        group: null,
-        name: 'createVariable',
-        description: '/docs/references/project/create-variable.md',
-        auth: [AuthType::ADMIN],
-        responses: [
-            new SDKResponse(
-                code: Response::STATUS_CODE_CREATED,
-                model: Response::MODEL_VARIABLE,
-            )
-        ]
-    ))
-    ->param('key', null, new Text(Database::LENGTH_KEY), 'Variable key. Max length: ' . Database::LENGTH_KEY  . ' chars.', false)
-    ->param('value', null, new Text(8192, 0), 'Variable value. Max length: 8192 chars.', false)
-    ->param('secret', true, new Boolean(), 'Secret variables can be updated or deleted, but only projects can read them during build and runtime.', true)
-    ->inject('project')
-    ->inject('response')
-    ->inject('dbForProject')
-    ->inject('dbForPlatform')
-    ->action(function (string $key, string $value, bool $secret, Document $project, Response $response, Database $dbForProject, Database $dbForPlatform) {
-        $variableId = ID::unique();
-
-        $variable = new Document([
-            '$id' => $variableId,
-            '$permissions' => [
-                Permission::read(Role::any()),
-                Permission::update(Role::any()),
-                Permission::delete(Role::any()),
-            ],
-            'resourceInternalId' => '',
-            'resourceId' => '',
-            'resourceType' => 'project',
-            'key' => $key,
-            'value' => $value,
-            'secret' => $secret,
-            'search' => implode(' ', [$variableId, $key, 'project']),
-        ]);
-
-        try {
-            $variable = $dbForProject->createDocument('variables', $variable);
-        } catch (DuplicateException $th) {
-            throw new Exception(Exception::VARIABLE_ALREADY_EXISTS);
-        }
-
-        $functions = $dbForProject->find('functions', [
-            Query::limit(APP_LIMIT_SUBQUERY)
-        ]);
-
-        foreach ($functions as $function) {
-            $dbForProject->updateDocument('functions', $function->getId(), $function->setAttribute('live', false));
-        }
-
-        $response
-            ->setStatusCode(Response::STATUS_CODE_CREATED)
-            ->dynamic($variable, Response::MODEL_VARIABLE);
-    });
-
-Http::get('/v1/project/variables')
-    ->desc('List variables')
-    ->groups(['api'])
-    ->label('scope', 'projects.read')
-    ->label('sdk', new Method(
-        namespace: 'project',
-        group: null,
-        name: 'listVariables',
-        description: '/docs/references/project/list-variables.md',
-        auth: [AuthType::ADMIN],
-        responses: [
-            new SDKResponse(
-                code: Response::STATUS_CODE_OK,
-                model: Response::MODEL_VARIABLE_LIST,
-            )
-        ]
-    ))
-    ->inject('response')
-    ->inject('dbForProject')
-    ->action(function (Response $response, Database $dbForProject) {
-        $variables = $dbForProject->find('variables', [
-            Query::equal('resourceType', ['project']),
-            Query::limit(APP_LIMIT_SUBQUERY)
-        ]);
-
-        $response->dynamic(new Document([
-            'variables' => $variables,
-            'total' => \count($variables),
-        ]), Response::MODEL_VARIABLE_LIST);
-    });
-
-Http::get('/v1/project/variables/:variableId')
-    ->desc('Get variable')
-    ->groups(['api'])
-    ->label('scope', 'projects.read')
-    ->label('sdk', new Method(
-        namespace: 'project',
-        group: null,
-        name: 'getVariable',
-        description: '/docs/references/project/get-variable.md',
-        auth: [AuthType::ADMIN],
-        responses: [
-            new SDKResponse(
-                code: Response::STATUS_CODE_OK,
-                model: Response::MODEL_VARIABLE,
-            )
-        ]
-    ))
-    ->param('variableId', '', fn (Database $dbForProject) => new UID($dbForProject->getAdapter()->getMaxUIDLength()), 'Variable unique ID.', false, ['dbForProject'])
-    ->inject('response')
-    ->inject('project')
-    ->inject('dbForProject')
-    ->action(function (string $variableId, Response $response, Document $project, Database $dbForProject) {
-        $variable = $dbForProject->getDocument('variables', $variableId);
-        if ($variable === false || $variable->isEmpty() || $variable->getAttribute('resourceType') !== 'project') {
-            throw new Exception(Exception::VARIABLE_NOT_FOUND);
-        }
-
-        $response->dynamic($variable, Response::MODEL_VARIABLE);
-    });
-
-Http::put('/v1/project/variables/:variableId')
-    ->desc('Update variable')
-    ->groups(['api'])
-    ->label('scope', 'projects.write')
-    ->label('sdk', new Method(
-        namespace: 'project',
-        group: null,
-        name: 'updateVariable',
-        description: '/docs/references/project/update-variable.md',
-        auth: [AuthType::ADMIN],
-        responses: [
-            new SDKResponse(
-                code: Response::STATUS_CODE_OK,
-                model: Response::MODEL_VARIABLE,
-            )
-        ]
-    ))
-    ->param('variableId', '', fn (Database $dbForProject) => new UID($dbForProject->getAdapter()->getMaxUIDLength()), 'Variable unique ID.', false, ['dbForProject'])
-    ->param('key', null, new Text(255), 'Variable key. Max length: 255 chars.', false)
-    ->param('value', null, new Nullable(new Text(8192, 0)), 'Variable value. Max length: 8192 chars.', true)
-    ->param('secret', null, new Nullable(new Boolean()), 'Secret variables can be updated or deleted, but only projects can read them during build and runtime.', true)
-    ->inject('project')
-    ->inject('response')
-    ->inject('dbForProject')
-    ->inject('dbForPlatform')
-    ->action(function (string $variableId, string $key, ?string $value, ?bool $secret, Document $project, Response $response, Database $dbForProject, Database $dbForPlatform) {
-        $variable = $dbForProject->getDocument('variables', $variableId);
-        if ($variable === false || $variable->isEmpty() || $variable->getAttribute('resourceType') !== 'project') {
-            throw new Exception(Exception::VARIABLE_NOT_FOUND);
-        }
-
-        if ($variable->getAttribute('secret') === true && $secret === false) {
-            throw new Exception(Exception::VARIABLE_CANNOT_UNSET_SECRET);
-        }
-
-        $variable
-            ->setAttribute('key', $key)
-            ->setAttribute('value', $value ?? $variable->getAttribute('value'))
-            ->setAttribute('secret', $secret ?? $variable->getAttribute('secret'))
-            ->setAttribute('search', implode(' ', [$variableId, $key, 'project']));
-
-        try {
-            $dbForProject->updateDocument('variables', $variable->getId(), $variable);
-        } catch (DuplicateException $th) {
-            throw new Exception(Exception::VARIABLE_ALREADY_EXISTS);
-        }
-
-        $functions = $dbForProject->find('functions', [
-            Query::limit(APP_LIMIT_SUBQUERY)
-        ]);
-
-        foreach ($functions as $function) {
-            $dbForProject->updateDocument('functions', $function->getId(), $function->setAttribute('live', false));
-        }
-
-        $response->dynamic($variable, Response::MODEL_VARIABLE);
-    });
-
-Http::delete('/v1/project/variables/:variableId')
-    ->desc('Delete variable')
-    ->groups(['api'])
-    ->label('scope', 'projects.write')
-    ->label('sdk', new Method(
-        namespace: 'project',
-        group: null,
-        name: 'deleteVariable',
-        description: '/docs/references/project/delete-variable.md',
-        auth: [AuthType::ADMIN],
-        responses: [
-            new SDKResponse(
-                code: Response::STATUS_CODE_NOCONTENT,
-                model: Response::MODEL_NONE,
-            )
-        ],
-        contentType: ContentType::NONE
-    ))
-    ->param('variableId', '', fn (Database $dbForProject) => new UID($dbForProject->getAdapter()->getMaxUIDLength()), 'Variable unique ID.', false, ['dbForProject'])
-    ->inject('project')
-    ->inject('response')
-    ->inject('dbForProject')
-    ->action(function (string $variableId, Document $project, Response $response, Database $dbForProject) {
-        $variable = $dbForProject->getDocument('variables', $variableId);
-        if ($variable === false || $variable->isEmpty() || $variable->getAttribute('resourceType') !== 'project') {
-            throw new Exception(Exception::VARIABLE_NOT_FOUND);
-        }
-
-        $dbForProject->deleteDocument('variables', $variable->getId());
-
-        $functions = $dbForProject->find('functions', [
-            Query::limit(APP_LIMIT_SUBQUERY)
-        ]);
-
-        foreach ($functions as $function) {
-            $dbForProject->updateDocument('functions', $function->getId(), $function->setAttribute('live', false));
-        }
-
-        $response->noContent();
-    });

app/controllers/general.php

@@ -1190,6 +1190,15 @@ Http::error()
     ->inject('devKey')
     ->inject('authorization')
     ->action(function (Throwable $error, Http $utopia, Request $request, Response $response, Document $project, ?Logger $logger, Log $log, Bus $bus, Document $devKey, Authorization $authorization) {
+        $trace = $error->getTrace();
+
+        foreach (array_slice($trace, 0, 100) as $index => $traceEntry) {
+            $file = isset($traceEntry['file']) ? $traceEntry['file'] : '[internal function]';
+            $line = isset($traceEntry['line']) ? $traceEntry['line'] : '';
+            $function = isset($traceEntry['function']) ? $traceEntry['function'] : '';
+            Console::error("[$index] $file : $line -> $function()");
+        }
+
         $version = System::getEnv('_APP_VERSION', 'UNKNOWN');
         $route = $utopia->getRoute();
         $class = \get_class($error);

app/controllers/shared/api.php

@@ -486,6 +486,12 @@ Http::init()
     ->action(function (Http $utopia, Request $request, Response $response, Document $project, Document $user, Event $queueForEvents, Messaging $queueForMessaging, Audit $queueForAudits, Delete $queueForDeletes, EventDatabase $queueForDatabase, Build $queueForBuilds, Context $usage, Func $queueForFunctions, Mail $queueForMails, Database $dbForProject, callable $timelimit, Document $resourceToken, string $mode, ?Key $apiKey, array $plan, Document $devKey, Telemetry $telemetry, array $platform, Authorization $authorization) {
 
         $route = $utopia->getRoute();
+        $path = $route->getMatchedPath();
+        $databaseType = match (true) {
+            str_contains($path, '/documentsdb') => DATABASE_TYPE_DOCUMENTSDB,
+            str_contains($path, '/vectorsdb') => DATABASE_TYPE_VECTORSDB,
+            default => '',
+        };
 
         if (
             array_key_exists('rest', $project->getAttribute('apis', []))

app/http.php

@@ -196,6 +196,8 @@ include __DIR__ . '/controllers/general.php';
 
 function createDatabase(Http $app, string $resourceKey, string $dbName, array $collections, mixed $pools, ?callable $extraSetup = null): void
 {
+    $max = 15;
+    $sleep = 2;
     $max = 15;
     $sleep = 2;
     $attempts = 0;
@@ -409,13 +411,29 @@ $http->on(Constant::EVENT_START, function (Server $http) use ($payloadSize, $tot
         });
 
         $projectCollections = $collections['projects'];
+
         $sharedTables = \explode(',', System::getEnv('_APP_DATABASE_SHARED_TABLES', ''));
         $sharedTablesV1 = \explode(',', System::getEnv('_APP_DATABASE_SHARED_TABLES_V1', ''));
         $sharedTablesV2 = \array_diff($sharedTables, $sharedTablesV1);
 
+        $documentsSharedTables = \explode(',', System::getEnv('_APP_DATABASE_DOCUMENTSDB_SHARED_TABLES', ''));
+        $documentsSharedTablesV1 = \explode(',', System::getEnv('_APP_DATABASE_DOCUMENTSDB_SHARED_TABLES_V1', ''));
+        $documentsSharedTablesV2 = \array_diff($documentsSharedTables, $documentsSharedTablesV1);
+
+        $vectorSharedTables = \explode(',', System::getEnv('_APP_DATABASE_VECTORSDB_SHARED_TABLES', ''));
+        $vectorSharedTablesV1 = \explode(',', System::getEnv('_APP_DATABASE_VECTORSDB_SHARED_TABLES_V1', ''));
+        $vectorSharedTablesV2 = \array_diff($vectorSharedTables, $vectorSharedTablesV1);
+
         $cache = $app->getResource('cache');
 
-        foreach ($sharedTablesV2 as $hostname) {
+        // All shared tables V2 pools that need project metadata collections
+        $sharedTablesV2All = \array_values(\array_unique(\array_filter([
+            ...$sharedTablesV2,
+            ...$documentsSharedTablesV2,
+            ...$vectorSharedTablesV2,
+        ])));
+
+        foreach ($sharedTablesV2All as $hostname) {
             Span::init('database.setup');
             Span::add('database.hostname', $hostname);
 

app/init/constants.php

@@ -288,6 +288,45 @@ const METRIC_DATABASES_OPERATIONS_READS  = 'databases.operations.reads';
 const METRIC_DATABASE_ID_OPERATIONS_READS = '{databaseInternalId}.databases.operations.reads';
 const METRIC_DATABASES_OPERATIONS_WRITES  = 'databases.operations.writes';
 const METRIC_DATABASE_ID_OPERATIONS_WRITES = '{databaseInternalId}.databases.operations.writes';
+
+// documentsdb
+const METRIC_DATABASES_DOCUMENTSDB = 'documentsdb.databases';
+const METRIC_COLLECTIONS_DOCUMENTSDB = 'documentsdb.collections';
+const METRIC_DATABASES_STORAGE_DOCUMENTSDB = 'documentsdb.databases.storage';
+const METRIC_DATABASE_ID_COLLECTIONS_DOCUMENTSDB = 'documentsdb.{databaseInternalId}.collections';
+const METRIC_DATABASE_ID_STORAGE_DOCUMENTSDB = 'documentsdb.{databaseInternalId}.databases.storage';
+const METRIC_DOCUMENTS_DOCUMENTSDB = 'documentsdb.documents';
+const METRIC_DATABASE_ID_DOCUMENTS_DOCUMENTSDB = 'documentsdb.{databaseInternalId}.documents';
+const METRIC_DATABASE_ID_COLLECTION_ID_DOCUMENTS_DOCUMENTSDB = 'documentsdb.{databaseInternalId}.{collectionInternalId}.documents';
+const METRIC_DATABASE_ID_COLLECTION_ID_STORAGE_DOCUMENTSDB = 'documentsdb.{databaseInternalId}.{collectionInternalId}.databases.storage';
+const METRIC_DATABASES_OPERATIONS_READS_DOCUMENTSDB  = 'documentsdb.databases.operations.reads';
+const METRIC_DATABASE_ID_OPERATIONS_READS_DOCUMENTSDB = 'documentsdb.{databaseInternalId}.databases.operations.reads';
+const METRIC_DATABASES_OPERATIONS_WRITES_DOCUMENTSDB  = 'documentsdb.databases.operations.writes';
+const METRIC_DATABASE_ID_OPERATIONS_WRITES_DOCUMENTSDB = 'documentsdb.{databaseInternalId}.databases.operations.writes';
+
+// vectorsdb
+const METRIC_DATABASES_VECTORSDB = 'vectorsdb.databases';
+const METRIC_COLLECTIONS_VECTORSDB = 'vectorsdb.collections';
+const METRIC_DATABASES_STORAGE_VECTORSDB = 'vectorsdb.databases.storage';
+const METRIC_DATABASE_ID_COLLECTIONS_VECTORSDB = 'vectorsdb.{databaseInternalId}.collections';
+const METRIC_DATABASE_ID_STORAGE_VECTORSDB = 'vectorsdb.{databaseInternalId}.databases.storage';
+const METRIC_DOCUMENTS_VECTORSDB = 'vectorsdb.documents';
+const METRIC_DATABASE_ID_DOCUMENTS_VECTORSDB = 'vectorsdb.{databaseInternalId}.documents';
+const METRIC_DATABASE_ID_COLLECTION_ID_DOCUMENTS_VECTORSDB = 'vectorsdb.{databaseInternalId}.{collectionInternalId}.documents';
+const METRIC_DATABASE_ID_COLLECTION_ID_STORAGE_VECTORSDB = 'vectorsdb.{databaseInternalId}.{collectionInternalId}.databases.storage';
+const METRIC_DATABASES_OPERATIONS_READS_VECTORSDB  = 'vectorsdb.databases.operations.reads';
+const METRIC_DATABASE_ID_OPERATIONS_READS_VECTORSDB = 'vectorsdb.{databaseInternalId}.databases.operations.reads';
+const METRIC_DATABASES_OPERATIONS_WRITES_VECTORSDB  = 'vectorsdb.databases.operations.writes';
+const METRIC_DATABASE_ID_OPERATIONS_WRITES_VECTORSDB = 'vectorsdb.{databaseInternalId}.databases.operations.writes';
+const METRIC_EMBEDDINGS_TEXT = 'embeddings.text';
+const METRIC_EMBEDDINGS_MODEL_TEXT = 'embeddings.text.{embeddingModel}';
+const METRIC_EMBEDDINGS_TEXT_TOTAL_ERROR = 'embeddings.text.totalErrors';
+const METRIC_EMBEDDINGS_MODEL_TEXT_TOTAL_ERROR = 'embeddings.text.{embeddingModel}.totalErrors';
+const METRIC_EMBEDDINGS_TEXT_TOTAL_DURATION = 'embeddings.text.totalDuration';
+const METRIC_EMBEDDINGS_MODEL_TEXT_TOTAL_DURATION = 'embeddings.text.{embeddingModel}.totalDuration';
+const METRIC_EMBEDDINGS_TEXT_TOTAL_TOKENS = 'embeddings.text.totalTokens';
+const METRIC_EMBEDDINGS_MODEL_TEXT_TOTAL_TOKENS = 'embeddings.text.{embeddingModel}.totalTokens';
+
 const METRIC_BUCKETS = 'buckets';
 const METRIC_FILES  = 'files';
 const METRIC_FILES_STORAGE  = 'files.storage';
@@ -380,6 +419,7 @@ const RESOURCE_TYPE_SUBSCRIBERS = 'subscribers';
 const RESOURCE_TYPE_MESSAGES = 'messages';
 const RESOURCE_TYPE_EXECUTIONS = 'executions';
 const RESOURCE_TYPE_VCS = 'vcs';
+const RESOURCE_TYPE_EMBEDDINGS_TEXT = 'embeddingsText';
 
 // Resource types for Tokens
 const TOKENS_RESOURCE_TYPE_FILES = 'files';
@@ -401,3 +441,16 @@ const CACHE_RECONNECT_RETRY_DELAY = 1000;
 
 // Project status
 const PROJECT_STATUS_ACTIVE = 'active';
+
+// Database types
+const DATABASE_TYPE_LEGACY = 'legacy';
+const DATABASE_TYPE_TABLESDB = 'tablesdb';
+const DATABASE_TYPE_DOCUMENTSDB = 'documentsdb';
+const DATABASE_TYPE_VECTORSDB = 'vectorsdb';
+
+// CSV import/export allowed database types
+const CSV_ALLOWED_DATABASE_TYPES = [
+    DATABASE_TYPE_LEGACY,
+    DATABASE_TYPE_TABLESDB,
+    DATABASE_TYPE_VECTORSDB
+];

app/init/models.php

@@ -22,6 +22,7 @@ use Appwrite\Utopia\Response\Model\AttributeLine;
 use Appwrite\Utopia\Response\Model\AttributeList;
 use Appwrite\Utopia\Response\Model\AttributeLongtext;
 use Appwrite\Utopia\Response\Model\AttributeMediumtext;
+use Appwrite\Utopia\Response\Model\AttributeObject;
 use Appwrite\Utopia\Response\Model\AttributePoint;
 use Appwrite\Utopia\Response\Model\AttributePolygon;
 use Appwrite\Utopia\Response\Model\AttributeRelationship;
@@ -29,6 +30,7 @@ use Appwrite\Utopia\Response\Model\AttributeString;
 use Appwrite\Utopia\Response\Model\AttributeText;
 use Appwrite\Utopia\Response\Model\AttributeURL;
 use Appwrite\Utopia\Response\Model\AttributeVarchar;
+use Appwrite\Utopia\Response\Model\AttributeVector;
 use Appwrite\Utopia\Response\Model\AuthProvider;
 use Appwrite\Utopia\Response\Model\BaseList;
 use Appwrite\Utopia\Response\Model\Branch;
@@ -65,6 +67,7 @@ use Appwrite\Utopia\Response\Model\DetectionRuntime;
 use Appwrite\Utopia\Response\Model\DetectionVariable;
 use Appwrite\Utopia\Response\Model\DevKey;
 use Appwrite\Utopia\Response\Model\Document as ModelDocument;
+use Appwrite\Utopia\Response\Model\Embedding;
 use Appwrite\Utopia\Response\Model\Error;
 use Appwrite\Utopia\Response\Model\ErrorDev;
 use Appwrite\Utopia\Response\Model\Execution;
@@ -136,6 +139,8 @@ use Appwrite\Utopia\Response\Model\UsageBuckets;
 use Appwrite\Utopia\Response\Model\UsageCollection;
 use Appwrite\Utopia\Response\Model\UsageDatabase;
 use Appwrite\Utopia\Response\Model\UsageDatabases;
+use Appwrite\Utopia\Response\Model\UsageDocumentsDB;
+use Appwrite\Utopia\Response\Model\UsageDocumentsDBs;
 use Appwrite\Utopia\Response\Model\UsageFunction;
 use Appwrite\Utopia\Response\Model\UsageFunctions;
 use Appwrite\Utopia\Response\Model\UsageProject;
@@ -144,9 +149,12 @@ use Appwrite\Utopia\Response\Model\UsageSites;
 use Appwrite\Utopia\Response\Model\UsageStorage;
 use Appwrite\Utopia\Response\Model\UsageTable;
 use Appwrite\Utopia\Response\Model\UsageUsers;
+use Appwrite\Utopia\Response\Model\UsageVectorsDB;
+use Appwrite\Utopia\Response\Model\UsageVectorsDBs;
 use Appwrite\Utopia\Response\Model\User;
 use Appwrite\Utopia\Response\Model\Variable;
 use Appwrite\Utopia\Response\Model\VcsContent;
+use Appwrite\Utopia\Response\Model\VectorsDBCollection;
 use Appwrite\Utopia\Response\Model\Webhook;
 
 // General
@@ -211,9 +219,12 @@ Response::setModel(new BaseList('Migrations List', Response::MODEL_MIGRATION_LIS
 Response::setModel(new BaseList('Migrations Firebase Projects List', Response::MODEL_MIGRATION_FIREBASE_PROJECT_LIST, 'projects', Response::MODEL_MIGRATION_FIREBASE_PROJECT));
 Response::setModel(new BaseList('Specifications List', Response::MODEL_SPECIFICATION_LIST, 'specifications', Response::MODEL_SPECIFICATION));
 Response::setModel(new BaseList('VCS Content List', Response::MODEL_VCS_CONTENT_LIST, 'contents', Response::MODEL_VCS_CONTENT));
+Response::setModel(new BaseList('VectorsDB Collections List', Response::MODEL_VECTORSDB_COLLECTION_LIST, 'collections', Response::MODEL_VECTORSDB_COLLECTION));
+Response::setModel(new BaseList('Embedding list', Response::MODEL_EMBEDDING_LIST, 'embeddings', Response::MODEL_EMBEDDING));
 
 // Entities
 Response::setModel(new Database());
+Response::setModel(new Embedding());
 
 // Collection API Models
 Response::setModel(new Collection());
@@ -237,6 +248,17 @@ Response::setModel(new AttributeText());
 Response::setModel(new AttributeMediumtext());
 Response::setModel(new AttributeLongtext());
 
+// DocumentsDB API Models
+Response::setModel(new UsageDocumentsDBs());
+Response::setModel(new UsageDocumentsDB());
+
+// VectorsDB API Models
+Response::setModel(new VectorsDBCollection());
+Response::setModel(new AttributeObject());
+Response::setModel(new AttributeVector());
+Response::setModel(new UsageVectorsDBs());
+Response::setModel(new UsageVectorsDB());
+
 // Table API Models
 Response::setModel(new Table());
 Response::setModel(new Column());

app/init/registers.php

@@ -160,7 +160,6 @@ $register->set('pools', function () {
         'pass' => System::getEnv('_APP_DB_PASS', ''),
         'path' => System::getEnv('_APP_DB_SCHEMA', ''),
     ]);
-
     $fallbackForRedis = 'redis_main=' . AppwriteURL::unparse([
         'scheme' => 'redis',
         'host' => System::getEnv('_APP_REDIS_HOST', 'redis'),
@@ -169,6 +168,23 @@ $register->set('pools', function () {
         'pass' => System::getEnv('_APP_REDIS_PASS', ''),
     ]);
 
+    $fallbackForDocumentsDB = 'db_main=' . AppwriteURL::unparse([
+        'scheme' => System::getEnv('_APP_DB_ADAPTER_DOCUMENTSDB', 'mongodb'),
+        'host' => System::getEnv('_APP_DB_HOST_DOCUMENTSDB', 'mongodb'),
+        'port' => System::getEnv('_APP_DB_PORT_DOCUMENTSDB', '27017'),
+        'user' => System::getEnv('_APP_DB_USER', ''),
+        'pass' => System::getEnv('_APP_DB_PASS', ''),
+        'path' => System::getEnv('_APP_DB_SCHEMA', ''),
+    ]);
+    $fallbackForVectorsDB = 'db_main=' . AppwriteURL::unparse([
+        'scheme' => System::getEnv('_APP_DB_ADAPTER_VECTORSDB', 'postgresql'),
+        'host' => System::getEnv('_APP_DB_HOST_VECTORSDB', 'postgresql'),
+        'port' => System::getEnv('_APP_DB_PORT_VECTORSDB', '5432'),
+        'user' => System::getEnv('_APP_DB_USER', ''),
+        'pass' => System::getEnv('_APP_DB_PASS', ''),
+        'path' => System::getEnv('_APP_DB_SCHEMA', ''),
+    ]);
+
     $connections = [
         'console' => [
             'type' => 'database',
@@ -180,13 +196,25 @@ $register->set('pools', function () {
             'type' => 'database',
             'dsns' => $fallbackForDB,
             'multiple' => true,
-            'schemes' => ['mariadb', 'mongodb', 'mysql', 'postgresql'],
+            'schemes' => ['mongodb','mariadb', 'mysql','postgresql'],
+        ],
+        'documentsdb' => [
+            'type' => 'database',
+            'dsns' => System::getEnv('_APP_CONNECTIONS_DATABASE_DOCUMENTSDB', $fallbackForDocumentsDB),
+            'multiple' => true,
+            'schemes' => ['mongodb'],
+        ],
+        'vectorsdb' => [
+            'type' => 'database',
+            'dsns' => System::getEnv('_APP_CONNECTIONS_DATABASE_VECTORSDB', $fallbackForVectorsDB),
+            'multiple' => true,
+            'schemes' => ['postgresql'],
         ],
         'logs' => [
             'type' => 'database',
             'dsns' => System::getEnv('_APP_CONNECTIONS_DB_LOGS', $fallbackForDB),
             'multiple' => false,
-            'schemes' => ['mariadb', 'mongodb', 'mysql', 'postgresql'],
+            'schemes' => ['mongodb','mariadb', 'mysql','postgresql'],
         ],
         'publisher' => [
             'type' => 'publisher',

app/init/resources.php

@@ -32,6 +32,8 @@ use Appwrite\Utopia\Request;
 use Appwrite\Utopia\Response;
 use Executor\Executor;
 use Utopia\Abuse\Adapters\TimeLimit\Redis as TimeLimitRedis;
+use Utopia\Agents\Adapters\Ollama;
+use Utopia\Agents\Agent;
 use Utopia\Audit\Adapter\Database as AdapterDatabase;
 use Utopia\Audit\Audit;
 use Utopia\Auth\Hashes\Argon2;
@@ -594,7 +596,7 @@ Http::setResource('authorization', function () {
     return new Authorization();
 }, []);
 
-Http::setResource('dbForProject', function (Group $pools, Database $dbForPlatform, Cache $cache, Document $project, Response $response, Publisher $publisher, Publisher $publisherFunctions, Publisher $publisherWebhooks, Event $queueForEvents, Func $queueForFunctions, Webhook $queueForWebhooks, Realtime $queueForRealtime, UsageContext $usage, Authorization $authorization) {
+Http::setResource('dbForProject', function (Group $pools, Database $dbForPlatform, Cache $cache, Document $project, Response $response, Publisher $publisher, Publisher $publisherFunctions, Publisher $publisherWebhooks, Event $queueForEvents, Func $queueForFunctions, Webhook $queueForWebhooks, Realtime $queueForRealtime, UsageContext $usage, Authorization $authorization, Request $request) {
     if ($project->isEmpty() || $project->getId() === 'console') {
         return $dbForPlatform;
     }
@@ -700,7 +702,31 @@ Http::setResource('dbForProject', function (Group $pools, Database $dbForPlatfor
         $dbForProject->getCache()->purge($cacheKey);
     };
 
-    $usageDatabaseListener = function (string $event, Document $document, UsageContext $usage) {
+    /**
+     * Prefix metrics with database type when applicable.
+     * Avoids prefixing for legacy and tablesdb types to preserve historical metrics.
+     */
+    $getDatabaseTypePrefixedMetric = function (string $databaseType, string $metric): string {
+        if (
+            $databaseType === '' ||
+            $databaseType === DATABASE_TYPE_LEGACY ||
+            $databaseType === DATABASE_TYPE_TABLESDB
+        ) {
+            return $metric;
+        }
+
+        return $databaseType . '.' . $metric;
+    };
+
+    // Determine database type from request path, similar to api.php
+    $path = $request->getURI();
+    $databaseType = match (true) {
+        str_contains($path, '/documentsdb') => DATABASE_TYPE_DOCUMENTSDB,
+        str_contains($path, '/vectorsdb') => DATABASE_TYPE_VECTORSDB,
+        default => '',
+    };
+
+    $usageDatabaseListener = function (string $event, Document $document, UsageContext $usage) use ($getDatabaseTypePrefixedMetric, $databaseType) {
         $value = 1;
 
         switch ($event) {
@@ -732,7 +758,8 @@ Http::setResource('dbForProject', function (Group $pools, Database $dbForPlatfor
                 $usage->addMetric(METRIC_SESSIONS, $value); // per project
                 break;
             case $document->getCollection() === 'databases': // databases
-                $usage->addMetric(METRIC_DATABASES, $value); // per project
+                $metric = $getDatabaseTypePrefixedMetric($databaseType, METRIC_DATABASES);
+                $usage->addMetric($metric, $value); // per project
 
                 if ($event === Database::EVENT_DOCUMENT_DELETE) {
                     $usage->addReduce($document);
@@ -741,9 +768,11 @@ Http::setResource('dbForProject', function (Group $pools, Database $dbForPlatfor
             case str_starts_with($document->getCollection(), 'database_') && ! str_contains($document->getCollection(), 'collection'): // collections
                 $parts = explode('_', $document->getCollection());
                 $databaseInternalId = $parts[1] ?? 0;
+                $collectionMetric = $getDatabaseTypePrefixedMetric($databaseType, METRIC_COLLECTIONS);
+                $databaseIdCollectionMetric = $getDatabaseTypePrefixedMetric($databaseType, METRIC_DATABASE_ID_COLLECTIONS);
                 $usage
-                    ->addMetric(METRIC_COLLECTIONS, $value) // per project
-                    ->addMetric(str_replace('{databaseInternalId}', $databaseInternalId, METRIC_DATABASE_ID_COLLECTIONS), $value);
+                    ->addMetric($collectionMetric, $value) // per project
+                    ->addMetric(str_replace('{databaseInternalId}', $databaseInternalId, $databaseIdCollectionMetric), $value);
 
                 if ($event === Database::EVENT_DOCUMENT_DELETE) {
                     $usage->addReduce($document);
@@ -753,10 +782,13 @@ Http::setResource('dbForProject', function (Group $pools, Database $dbForPlatfor
                 $parts = explode('_', $document->getCollection());
                 $databaseInternalId = $parts[1] ?? 0;
                 $collectionInternalId = $parts[3] ?? 0;
+                $documentsMetric = $getDatabaseTypePrefixedMetric($databaseType, METRIC_DOCUMENTS);
+                $databaseIdDocumentsMetric = $getDatabaseTypePrefixedMetric($databaseType, METRIC_DATABASE_ID_DOCUMENTS);
+                $databaseIdCollectionIdDocumentsMetric = $getDatabaseTypePrefixedMetric($databaseType, METRIC_DATABASE_ID_COLLECTION_ID_DOCUMENTS);
                 $usage
-                    ->addMetric(METRIC_DOCUMENTS, $value)  // per project
-                    ->addMetric(str_replace('{databaseInternalId}', $databaseInternalId, METRIC_DATABASE_ID_DOCUMENTS), $value) // per database
-                    ->addMetric(str_replace(['{databaseInternalId}', '{collectionInternalId}'], [$databaseInternalId, $collectionInternalId], METRIC_DATABASE_ID_COLLECTION_ID_DOCUMENTS), $value);  // per collection
+                    ->addMetric($documentsMetric, $value)  // per project
+                    ->addMetric(str_replace('{databaseInternalId}', $databaseInternalId, $databaseIdDocumentsMetric), $value) // per database
+                    ->addMetric(str_replace(['{databaseInternalId}', '{collectionInternalId}'], [$databaseInternalId, $collectionInternalId], $databaseIdCollectionIdDocumentsMetric), $value);  // per collection
                 break;
             case $document->getCollection() === 'buckets': // buckets
                 $usage->addMetric(METRIC_BUCKETS, $value); // per project
@@ -831,7 +863,7 @@ Http::setResource('dbForProject', function (Group $pools, Database $dbForPlatfor
         ->on(Database::EVENT_DOCUMENT_DELETE, 'purge-function-events-cache', fn ($event, $document) => $functionsEventsCacheListener($event, $document, $project, $database));
 
     return $database;
-}, ['pools', 'dbForPlatform', 'cache', 'project', 'response', 'publisher', 'publisherFunctions', 'publisherWebhooks', 'queueForEvents', 'queueForFunctions', 'queueForWebhooks', 'queueForRealtime', 'usage', 'authorization']);
+}, ['pools', 'dbForPlatform', 'cache', 'project', 'response', 'publisher', 'publisherFunctions', 'publisherWebhooks', 'queueForEvents', 'queueForFunctions', 'queueForWebhooks', 'queueForRealtime', 'usage', 'authorization', 'request']);
 
 Http::setResource('dbForPlatform', function (Group $pools, Cache $cache, Authorization $authorization) {
 
@@ -852,6 +884,138 @@ Http::setResource('dbForPlatform', function (Group $pools, Cache $cache, Authori
     return $database;
 }, ['pools', 'cache', 'authorization']);
 
+Http::setResource('getDatabasesDB', function (Group $pools, Cache $cache, Document $project, Request $request, UsageContext $usage, Authorization $authorization) {
+
+    return function (Document $database) use ($pools, $cache, $project, $request, $usage, $authorization): Database {
+        $databaseDSN = $database->getAttribute('database', $project->getAttribute('database', ''));
+        $databaseType = $database->getAttribute('type', '');
+
+        try {
+            $databaseDSN = new DSN($databaseDSN);
+        } catch (\InvalidArgumentException) {
+            // for old databases migrated through patch script
+            // databaseDSN determines the adapter
+            $databaseDSN = new DSN('mysql://'.$databaseDSN);
+        }
+        try {
+            $dsn = new DSN($project->getAttribute('database'));
+        } catch (\InvalidArgumentException) {
+            // TODO: Temporary until all projects are using shared tables
+            $dsn = new DSN('mysql://' . $project->getAttribute('database'));
+        }
+
+        $pool = $pools->get($databaseDSN->getHost());
+
+        $adapter = new DatabasePool($pool);
+        $database = new Database($adapter, $cache);
+        $sharedTables = \explode(',', System::getEnv('_APP_DATABASE_SHARED_TABLES', ''));
+
+        $database
+            ->setDatabase(APP_DATABASE)
+            ->setAuthorization($authorization)
+            ->setMetadata('host', \gethostname())
+            ->setMetadata('project', $project->getId())
+            ->setTimeout(APP_DATABASE_TIMEOUT_MILLISECONDS_API)
+            ->setMaxQueryValues(APP_DATABASE_QUERY_MAX_VALUES);
+        // inside pools authorization needs to be set first
+        $database->getAdapter()->setSupportForAttributes($databaseType !== DOCUMENTSDB);
+        if (\in_array($dsn->getHost(), $sharedTables)) {
+            $database
+                ->setSharedTables(true)
+                ->setTenant((int)$project->getSequence())
+                ->setNamespace($dsn->getParam('namespace'));
+        } else {
+            $database
+                ->setSharedTables(false)
+                ->setTenant(null)
+                ->setNamespace('_' . $project->getSequence());
+        }
+        $timeout = \intval($request->getHeader('x-appwrite-timeout'));
+        if (!empty($timeout) && Http::isDevelopment()) {
+            $database->setTimeout($timeout);
+        }
+
+        // Register database event listeners for usage stats collection
+        $documentsMetric = METRIC_DOCUMENTS;
+        $databaseIdDocumentsMetric = METRIC_DATABASE_ID_DOCUMENTS;
+        $databaseIdCollectionIdDocumentsMetric = METRIC_DATABASE_ID_COLLECTION_ID_DOCUMENTS;
+        if ($databaseType !== DATABASE_TYPE_LEGACY && $databaseType !== DATABASE_TYPE_TABLESDB) {
+            $documentsMetric = $databaseType. '.' .$documentsMetric;
+            $databaseIdDocumentsMetric = $databaseType. '.' .$databaseIdDocumentsMetric;
+            $databaseIdCollectionIdDocumentsMetric = $databaseType . '.' .$databaseIdCollectionIdDocumentsMetric;
+        }
+        $database
+            ->on(Database::EVENT_DOCUMENT_CREATE, 'calculate-usage', function ($event, $document) use ($usage, $documentsMetric, $databaseIdDocumentsMetric, $databaseIdCollectionIdDocumentsMetric) {
+                $value = 1;
+
+                if (str_starts_with($document->getCollection(), 'database_') && str_contains($document->getCollection(), '_collection_')) {
+                    $parts = explode('_', $document->getCollection());
+                    $databaseInternalId   = $parts[1] ?? 0;
+                    $collectionInternalId = $parts[3] ?? 0;
+                    $usage
+                        ->addMetric($documentsMetric, $value)  // per project
+                        ->addMetric(str_replace('{databaseInternalId}', $databaseInternalId, $databaseIdDocumentsMetric), $value) // per database
+                        ->addMetric(str_replace(['{databaseInternalId}', '{collectionInternalId}'], [$databaseInternalId, $collectionInternalId], $databaseIdCollectionIdDocumentsMetric), $value);  // per collection
+                }
+            })
+            ->on(Database::EVENT_DOCUMENT_DELETE, 'calculate-usage', function ($event, $document) use ($usage, $documentsMetric, $databaseIdDocumentsMetric, $databaseIdCollectionIdDocumentsMetric) {
+                $value = -1;
+
+                if (str_starts_with($document->getCollection(), 'database_') && str_contains($document->getCollection(), '_collection_')) {
+                    $parts = explode('_', $document->getCollection());
+                    $databaseInternalId   = $parts[1] ?? 0;
+                    $collectionInternalId = $parts[3] ?? 0;
+                    $usage
+                        ->addMetric($documentsMetric, $value)  // per project
+                        ->addMetric(str_replace('{databaseInternalId}', $databaseInternalId, $databaseIdDocumentsMetric), $value) // per database
+                        ->addMetric(str_replace(['{databaseInternalId}', '{collectionInternalId}'], [$databaseInternalId,  $collectionInternalId], $databaseIdCollectionIdDocumentsMetric), $value);  // per collection
+                }
+            })
+            ->on(Database::EVENT_DOCUMENTS_CREATE, 'calculate-usage', function ($event, $document) use ($usage, $documentsMetric, $databaseIdDocumentsMetric, $databaseIdCollectionIdDocumentsMetric) {
+                $value = $document->getAttribute('modified', 0);
+
+                if (str_starts_with($document->getCollection(), 'database_') && str_contains($document->getCollection(), '_collection_')) {
+                    $parts = explode('_', $document->getCollection());
+                    $databaseInternalId   = $parts[1] ?? 0;
+                    $collectionInternalId = $parts[3] ?? 0;
+                    $usage
+                        ->addMetric($documentsMetric, $value)  // per project
+                        ->addMetric(str_replace('{databaseInternalId}', $databaseInternalId, $databaseIdDocumentsMetric), $value) // per database
+                        ->addMetric(str_replace(['{databaseInternalId}', '{collectionInternalId}'], [$databaseInternalId,  $collectionInternalId], $databaseIdCollectionIdDocumentsMetric), $value);  // per collection
+                }
+            })
+            ->on(Database::EVENT_DOCUMENTS_DELETE, 'calculate-usage', function ($event, $document) use ($usage, $documentsMetric, $databaseIdDocumentsMetric, $databaseIdCollectionIdDocumentsMetric) {
+                $value = -1 * $document->getAttribute('modified', 0);
+
+                if (str_starts_with($document->getCollection(), 'database_') && str_contains($document->getCollection(), '_collection_')) {
+                    $parts = explode('_', $document->getCollection());
+                    $databaseInternalId   = $parts[1] ?? 0;
+                    $collectionInternalId = $parts[3] ?? 0;
+                    $usage
+                        ->addMetric($documentsMetric, $value)  // per project
+                        ->addMetric(str_replace('{databaseInternalId}', $databaseInternalId, $databaseIdDocumentsMetric), $value) // per database
+                        ->addMetric(str_replace(['{databaseInternalId}', '{collectionInternalId}'], [$databaseInternalId,  $collectionInternalId], $databaseIdCollectionIdDocumentsMetric), $value);  // per collection
+                }
+            })
+            ->on(Database::EVENT_DOCUMENTS_UPSERT, 'calculate-usage', function ($event, $document) use ($usage, $documentsMetric, $databaseIdDocumentsMetric, $databaseIdCollectionIdDocumentsMetric) {
+                $value = $document->getAttribute('created', 0);
+
+                if (str_starts_with($document->getCollection(), 'database_') && str_contains($document->getCollection(), '_collection_')) {
+                    $parts = explode('_', $document->getCollection());
+                    $databaseInternalId   = $parts[1] ?? 0;
+                    $collectionInternalId = $parts[3] ?? 0;
+                    $usage
+                        ->addMetric($documentsMetric, $value)  // per project
+                        ->addMetric(str_replace('{databaseInternalId}', $databaseInternalId, $databaseIdDocumentsMetric), $value) // per database
+                        ->addMetric(str_replace(['{databaseInternalId}', '{collectionInternalId}'], [$databaseInternalId,  $collectionInternalId], $databaseIdCollectionIdDocumentsMetric), $value);  // per collection
+                }
+            });
+
+        return $database;
+    };
+
+}, ['pools','cache','project','request','usage','authorization']);
+
 Http::setResource('getProjectDB', function (Group $pools, Database $dbForPlatform, $cache, Authorization $authorization) {
     $databases = [];
 
@@ -1485,9 +1649,9 @@ Http::setResource('resourceToken', function ($project, $dbForProject, $request,
     return new Document([]);
 }, ['project', 'dbForProject', 'request', 'authorization']);
 
-Http::setResource('transactionState', function (Database $dbForProject, Authorization $authorization) {
-    return new TransactionState($dbForProject, $authorization);
-}, ['dbForProject', 'authorization']);
+Http::setResource('transactionState', function (Database $dbForProject, Authorization $authorization, callable $getDatabasesDB) {
+    return new TransactionState($dbForProject, $authorization, $getDatabasesDB);
+}, ['dbForProject', 'authorization', 'getDatabasesDB']);
 
 Http::setResource('executionsRetentionCount', function (Document $project, array $plan) {
     if ($project->getId() === 'console' || empty($plan)) {
@@ -1496,3 +1660,10 @@ Http::setResource('executionsRetentionCount', function (Document $project, array
 
     return (int) ($plan['executionsRetentionCount'] ?? 100);
 }, ['project', 'plan']);
+
+Http::setResource('embeddingAgent', function ($register) {
+    $adapter = new Ollama();
+    $adapter->setEndpoint(System::getEnv('_APP_EMBEDDING_ENDPOINT', 'http://ollama:11434/api/embed'));
+    $adapter->setTimeout((int) System::getEnv('_APP_EMBEDDING_TIMEOUT', '30000'));
+    return new Agent($adapter);
+}, ['register']);

app/views/install/compose.phtml

@@ -13,7 +13,7 @@ $organization = $this->getParam('organization', '');
 $image = $this->getParam('image', '');
 $enableAssistant = $this->getParam('enableAssistant', false);
 $dbService = $this->getParam('database', 'mongodb');
-$allowedDbServices = ['mariadb', 'mongodb', 'postgresql'];
+$allowedDbServices = ['mariadb', 'mongodb'];
 if (!\in_array($dbService, $allowedDbServices, true)) {
     $dbService = 'mongodb';
 }
@@ -194,7 +194,7 @@ $hostPath = rtrim($this->getParam('hostPath', ''), '/');
   appwrite-console:
     <<: *x-logging
     container_name: appwrite-console
-    image: <?php echo $organization; ?>/console:7.6.4
+    image: <?php echo $organization; ?>/console:7.8.26
     restart: unless-stopped
     networks:
       - appwrite

app/views/install/installer/css/styles.css

@@ -691,6 +691,19 @@ body {
     transform: translateY(10px);
 }
 
+.install-counter {
+    margin-left: auto;
+    opacity: 0;
+    transition: opacity 0.2s ease;
+    white-space: nowrap;
+    user-select: none;
+    color: var(--fgcolor-neutral-secondary);
+}
+
+.install-row[data-status='in-progress'] .install-counter:not(:empty) {
+    opacity: 1;
+}
+
 .install-row-toggle {
     margin-left: auto;
     width: 32px;
@@ -897,6 +910,17 @@ body {
     gap: var(--gap-m);
 }
 
+.install-global-actions {
+    display: flex;
+    justify-content: center;
+    gap: var(--gap-m);
+    padding: var(--space-4) 0;
+}
+
+.install-global-actions.is-hidden {
+    display: none;
+}
+
 .install-error-details .button {
     align-self: center;
     margin-top: 0;

app/views/install/installer/js/modules/context.js

@@ -13,7 +13,9 @@
         DOCKER_COMPOSE: 'docker-compose',
         ENV_VARS: 'env-vars',
         DOCKER_CONTAINERS: 'docker-containers',
-        ACCOUNT_SETUP: 'account-setup'
+        ACCOUNT_SETUP: 'account-setup',
+        SSL_CERTIFICATE: 'ssl-certificate',
+        REDIRECT: 'redirect'
     });
 
     const STATUS = Object.freeze({
@@ -75,7 +77,7 @@
         {
             id: STEP_IDS.ACCOUNT_SETUP,
             inProgress: 'Creating Appwrite account...',
-            done: 'Appwrite account created (redirecting...)'
+            done: 'Appwrite account created'
         }
     ]);
 

app/views/install/installer/js/modules/progress.js

@@ -21,7 +21,7 @@
         storeInstallId,
         clearInstallId
     } = window.InstallerStepsState || {};
-    const { extractHostname, isLocalHost } = window.InstallerStepsValidation || {};
+    const { extractHostname, isLocalHost, isIPAddress } = window.InstallerStepsValidation || {};
     const { generateSecretKey } = window.InstallerStepsUI || {};
     const { showToast } = window.InstallerToast || {};
 
@@ -111,10 +111,10 @@
             return normalized.summary || 'Installation failed.';
         }
         if (status === STATUS.COMPLETED) return step.done;
-        return step.inProgress;
+        return message || step.inProgress;
     };
 
-    const updateInstallRow = (row, step, status, message) => {
+    const updateInstallRow = (row, step, status, message, details) => {
         if (!row || !step) return;
         row.dataset.status = status;
         row.dataset.step = step.id;
@@ -138,6 +138,15 @@
             }
         }
 
+        const counter = row.querySelector('[data-install-counter]');
+        if (counter) {
+            const started = details?.containerStarted ?? 0;
+            const total = details?.containerTotal;
+            counter.textContent = (status === STATUS.IN_PROGRESS && total > 0 && started < total)
+                ? `${started}/${total}`
+                : '';
+        }
+
         // Show/hide "Navigate to Console" button for account setup errors
         const consoleBtn = row.querySelector('[data-install-console]');
         if (consoleBtn) {
@@ -251,7 +260,7 @@
         return Array.from(bytes, (byte) => byte.toString(16).padStart(2, '0')).join('');
     };
 
-    const buildRedirectUrl = () => {
+    const buildRedirectUrl = (protocol) => {
         const dataset = getBodyDataset?.() ?? {};
         const rawDomain = (formState?.appDomain || dataset.defaultAppDomain || '').trim();
         if (!rawDomain) return '';
@@ -266,22 +275,53 @@
         } else if (normalizedHost === 'traefik') {
             host = rawDomain.replace(hostForProtocol, 'localhost');
         }
-        let protocol = 'http';
-        let port = httpPort;
-        if (httpsPort && httpsPort !== '0' && !isLocalHost?.(normalizedHost)) {
-            protocol = 'https';
-            port = httpsPort;
-        }
-        if (!hasPort && port && ((protocol === 'http' && port !== '80') || (protocol === 'https' && port !== '443'))) {
+        const port = protocol === 'https' ? httpsPort : httpPort;
+        const defaultPort = protocol === 'https' ? '443' : '80';
+        if (!hasPort && port && port !== defaultPort) {
             host = `${host}:${port}`;
         }
         return `${protocol}://${host}`;
     };
 
-    const redirectToApp = () => {
-        const url = buildRedirectUrl();
+    const normalizeHostname = (rawDomain) => {
+        const hostname = extractHostname?.(rawDomain)?.toLowerCase?.() ?? '';
+        if (hostname === '0.0.0.0' || hostname === 'traefik') return 'localhost';
+        return hostname;
+    };
+
+    const canUseHttps = () => {
+        const dataset = getBodyDataset?.() ?? {};
+        const rawDomain = (formState?.appDomain || dataset.defaultAppDomain || '').trim();
+        const httpsPort = (formState?.httpsPort || dataset.defaultHttpsPort || '').trim();
+        if (!httpsPort || httpsPort === '0') return false;
+        const hostname = normalizeHostname(rawDomain);
+        return !isLocalHost?.(hostname) && !isIPAddress?.(hostname);
+    };
+
+    const pollCertificate = async (domain, port, maxAttempts, intervalMs) => {
+        for (let i = 0; i < maxAttempts; i++) {
+            try {
+                const response = await fetch(
+                    `/install/certificate?domain=${encodeURIComponent(domain)}&port=${encodeURIComponent(port)}`,
+                    { cache: 'no-store' }
+                );
+                if (response.ok) {
+                    const data = await response.json();
+                    if (data.ready) return true;
+                }
+            } catch {
+                // Installer server may have shut down
+            }
+            if (i < maxAttempts - 1) {
+                await new Promise((resolve) => setTimeout(resolve, intervalMs));
+            }
+        }
+        return false;
+    };
+
+    const redirectToApp = (protocol) => {
+        const url = buildRedirectUrl(protocol);
         if (!url) return;
-        // Fire-and-forget: tell the installer server it can shut down
         fetch('/install/shutdown', { method: 'POST', headers: withCsrfHeader() }).catch(() => {});
         window.location.href = url;
     };
@@ -318,7 +358,7 @@
         const normalizedDomain = (formState?.appDomain || '').trim() || 'localhost';
         const normalizedHttpPort = (formState?.httpPort || '').trim() || '80';
         const normalizedHttpsPort = (formState?.httpsPort || '').trim() || '443';
-        const normalizedEmail = (formState?.emailCertificates || '').trim();
+        const normalizedEmail = (formState?.emailCertificates || '').trim() || (formState?.accountEmail || '').trim();
         const normalizedAssistantKey = (formState?.assistantOpenAIKey || '').trim();
         const normalizedAccountEmail = (formState?.accountEmail || '').trim();
         const normalizedAccountPassword = (formState?.accountPassword || '').trim();
@@ -406,6 +446,7 @@
 
     const initStep5 = (root) => {
         if (!root) return;
+        let resolvedProtocol = 'http';
 
         if (activeInstall?.controller) {
             activeInstall.controller.abort();
@@ -497,7 +538,7 @@
                     if (!state) return;
                     const row = ensureRow(step);
                     if (row) {
-                        updateInstallRow(row, step, state.status || STATUS.IN_PROGRESS, state.message);
+                        updateInstallRow(row, step, state.status || STATUS.IN_PROGRESS, state.message, state.details);
                         if (state.status === STATUS?.ERROR) {
                             updateInstallErrorDetails(row, {
                                 message: state.message,
@@ -547,6 +588,9 @@
                     }
                 }
             }
+            if (payload.status === STATUS.ERROR) {
+                showGlobalActions();
+            }
             scheduleFallback();
         };
 
@@ -584,6 +628,7 @@
 
         const applySnapshot = (snapshot) => {
             if (!snapshot || !snapshot.steps) return;
+            let hasErrors = false;
             INSTALLATION_STEPS.forEach((step) => {
                 const detail = snapshot.steps[step.id];
                 if (!detail) return;
@@ -592,8 +637,14 @@
                     message: detail.message,
                     details: snapshot.details?.[step.id]
                 });
+                if (detail.status === STATUS.ERROR) {
+                    hasErrors = true;
+                }
             });
             renderProgress();
+            if (hasErrors) {
+                showGlobalActions();
+            }
         };
 
         const checkAllCompleted = () => {
@@ -605,9 +656,7 @@
             const accountState = progressState.get(STEP_IDS.ACCOUNT_SETUP);
             const sessionDetails = sseSessionDetails || accountState?.details;
             finalizeInstall();
-            notifyInstallComplete(activeInstall?.installId, sessionDetails).finally(() => {
-                setTimeout(() => redirectToApp(), TIMINGS?.redirectDelay ?? 0);
-            });
+            startSslCheck(sessionDetails);
         };
 
         const startPolling = () => {
@@ -644,6 +693,77 @@
             }
             stopSyncedSpinnerRotation();
             setUnloadGuard(false);
+            clearInstallLock?.();
+        };
+
+        const SSL_STEP = {
+            id: STEP_IDS.SSL_CERTIFICATE,
+            inProgress: 'Generating SSL certificate...',
+            done: 'SSL certificate verified'
+        };
+
+        const REDIRECT_STEP = {
+            id: STEP_IDS.REDIRECT,
+            inProgress: 'Redirecting to console...',
+            done: 'Redirecting to console...'
+        };
+
+        const showRedirectStep = (sessionDetails, protocol) => {
+            animatePanelHeight(() => {
+                progressState.set(REDIRECT_STEP.id, {
+                    status: STATUS.IN_PROGRESS,
+                    message: REDIRECT_STEP.inProgress
+                });
+                const row = ensureRow(REDIRECT_STEP);
+                if (row) {
+                    updateInstallRow(row, REDIRECT_STEP, STATUS.IN_PROGRESS, REDIRECT_STEP.inProgress);
+                }
+            });
+            startSyncedSpinnerRotation(list);
+
+            notifyInstallComplete(activeInstall?.installId, sessionDetails).finally(() => {
+                setTimeout(() => redirectToApp(protocol), TIMINGS?.redirectDelay ?? 0);
+            });
+        };
+
+        const startSslCheck = (sessionDetails) => {
+            if (!canUseHttps()) {
+                showRedirectStep(sessionDetails, 'http');
+                return;
+            }
+
+            animatePanelHeight(() => {
+                progressState.set(SSL_STEP.id, {
+                    status: STATUS.IN_PROGRESS,
+                    message: SSL_STEP.inProgress
+                });
+                const row = ensureRow(SSL_STEP);
+                if (row) {
+                    updateInstallRow(row, SSL_STEP, STATUS.IN_PROGRESS, SSL_STEP.inProgress);
+                }
+            });
+            startSyncedSpinnerRotation(list);
+
+            const dataset = getBodyDataset?.() ?? {};
+            const rawDomain = (formState?.appDomain || dataset.defaultAppDomain || '').trim();
+            const httpsPort = (formState?.httpsPort || dataset.defaultHttpsPort || '443').trim();
+            const domain = normalizeHostname(rawDomain);
+            pollCertificate(domain, httpsPort, 15, 2000).then((ready) => {
+                stopSyncedSpinnerRotation();
+                const certMessage = ready ? SSL_STEP.done : 'Certificate not ready, continuing over HTTP';
+                animatePanelHeight(() => {
+                    progressState.set(SSL_STEP.id, {
+                        status: STATUS.COMPLETED,
+                        message: certMessage
+                    });
+                    const row = ensureRow(SSL_STEP);
+                    if (row) {
+                        updateInstallRow(row, SSL_STEP, STATUS.COMPLETED, certMessage);
+                    }
+                });
+                resolvedProtocol = ready ? 'https' : 'http';
+                showRedirectStep(sessionDetails, resolvedProtocol);
+            });
         };
 
         const startInstallStream = async (installId, options = {}) => {
@@ -746,9 +866,7 @@
                         const accountState = progressState.get(STEP_IDS.ACCOUNT_SETUP);
                         const sessionDetails = sseSessionDetails || accountState?.details;
                         finalizeInstall();
-                        notifyInstallComplete(activeInstall?.installId, sessionDetails).finally(() => {
-                            setTimeout(() => redirectToApp(), TIMINGS?.redirectDelay ?? 0);
-                        });
+                        startSslCheck(sessionDetails);
                         return;
                     }
                     if (event === SSE_EVENTS.ERROR) {
@@ -792,9 +910,22 @@
             }
         };
 
+        const isSnapshotTerminal = (snapshot) => {
+            if (!snapshot?.steps) return true;
+            const stepEntries = Object.values(snapshot.steps);
+            if (stepEntries.length === 0) return true;
+            const hasError = stepEntries.some((s) => s.status === STATUS.ERROR);
+            if (hasError) return true;
+            const allCompleted = INSTALLATION_STEPS.every((step) => {
+                const detail = snapshot.steps[step.id];
+                return detail && detail.status === STATUS.COMPLETED;
+            });
+            return allCompleted;
+        };
+
         const resumeInstall = async (installId) => {
             const snapshot = await fetchInstallStatus(installId);
-            if (!snapshot) return false;
+            if (!snapshot || isSnapshotTerminal(snapshot)) return false;
             activeInstall = {
                 installId,
                 controller: new AbortController(),
@@ -857,7 +988,7 @@
             const retryButton = event.target.closest('[data-install-retry]');
 
             if (consoleButton) {
-                redirectToApp();
+                redirectToApp(resolvedProtocol);
                 return;
             }
 
@@ -868,6 +999,60 @@
             }
         });
 
+        const globalActions = root.querySelector('[data-install-global-actions]');
+
+        const showGlobalActions = () => {
+            if (globalActions) {
+                globalActions.classList.remove('is-hidden');
+            }
+        };
+
+        const performReset = async (hard) => {
+            const installId = activeInstall?.installId || getInstallLock?.()?.installId || getStoredInstallId?.();
+
+            try {
+                const res = await fetch('/install/reset', {
+                    method: 'POST',
+                    headers: withCsrfHeader({ 'Content-Type': 'application/json' }),
+                    body: JSON.stringify({ installId: installId || '', hard })
+                });
+                if (hard && !res.ok) {
+                    const data = await res.json().catch(() => ({}));
+                    showToast?.({
+                        status: 'error',
+                        title: 'Reset failed',
+                        description: data?.message || 'Could not stop containers. Try running "docker compose down -v" manually.',
+                        dismissible: true
+                    });
+                    return;
+                }
+            } catch (e) {
+                console.error('Reset request failed:', e);
+            }
+
+            clearInstallLock?.();
+            clearInstallId?.();
+            cleanupInstallFlow();
+            window.location.href = '/?step=1';
+        };
+
+        const startOverButton = root.querySelector('[data-install-start-over]');
+        if (startOverButton) {
+            startOverButton.addEventListener('click', () => performReset(false));
+        }
+
+        const hardResetButton = root.querySelector('[data-install-hard-reset]');
+        if (hardResetButton) {
+            hardResetButton.addEventListener('click', () => {
+                const confirmed = window.confirm(
+                    'This will stop all containers, remove all volumes (including database data, uploads, and certificates), and delete configuration files.\n\nThis action cannot be undone. Continue?'
+                );
+                if (confirmed) {
+                    performReset(true);
+                }
+            });
+        }
+
         // When the user switches back to this tab, check if installation
         // finished while the tab was in the background.
         document.addEventListener('visibilitychange', () => {
@@ -876,6 +1061,14 @@
             }
         });
 
+        const startFreshInstall = () => {
+            clearInstallId?.();
+            clearInstallLock?.();
+            const newInstallId = generateInstallId();
+            storeInstallId?.(newInstallId);
+            startInstallStream(newInstallId);
+        };
+
         const lock = getInstallLock?.();
         const existingInstallId = lock?.installId || getStoredInstallId?.();
         if (existingInstallId) {
@@ -883,15 +1076,11 @@
                 if (!resumed) {
                     clearInstallId?.();
                     clearInstallLock?.();
-                    const newInstallId = generateInstallId();
-                    storeInstallId?.(newInstallId);
-                    startInstallStream(newInstallId);
+                    window.location.href = '/?step=1';
                 }
             });
         } else {
-            const newInstallId = generateInstallId();
-            storeInstallId?.(newInstallId);
-            startInstallStream(newInstallId);
+            startFreshInstall();
         }
     };
 

app/views/install/installer/js/modules/state.js

@@ -7,6 +7,8 @@
 
     const INSTALL_LOCK_KEY = 'appwrite-install-lock';
     const INSTALL_ID_KEY = 'appwrite-install-id';
+    const INSTALL_LOCK_LOCAL_KEY = 'appwrite-install-lock-backup';
+    const INSTALL_ID_LOCAL_KEY = 'appwrite-install-id-backup';
 
     const formState = {
         appDomain: null,
@@ -55,13 +57,24 @@
     const getInstallLock = () => {
         try {
             const raw = sessionStorage.getItem(INSTALL_LOCK_KEY);
-            if (!raw) return null;
-            const parsed = JSON.parse(raw);
-            if (!parsed || typeof parsed !== 'object') return null;
-            return parsed;
-        } catch (error) {
-            return null;
-        }
+            if (raw) {
+                const parsed = JSON.parse(raw);
+                if (parsed && typeof parsed === 'object') return parsed;
+            }
+        } catch (error) {}
+
+        try {
+            const raw = localStorage.getItem(INSTALL_LOCK_LOCAL_KEY);
+            if (raw) {
+                const parsed = JSON.parse(raw);
+                if (parsed && typeof parsed === 'object') {
+                    sessionStorage.setItem(INSTALL_LOCK_KEY, raw);
+                    return parsed;
+                }
+            }
+        } catch (error) {}
+
+        return null;
     };
 
     const setInstallLock = (installId, payload) => {
@@ -79,6 +92,9 @@
         try {
             sessionStorage.setItem(INSTALL_LOCK_KEY, JSON.stringify(lock));
         } catch (error) {}
+        try {
+            localStorage.setItem(INSTALL_LOCK_LOCAL_KEY, JSON.stringify(lock));
+        } catch (error) {}
         if (document.body) {
             document.body.dataset.installLocked = 'true';
         }
@@ -89,6 +105,9 @@
         try {
             sessionStorage.removeItem(INSTALL_LOCK_KEY);
         } catch (error) {}
+        try {
+            localStorage.removeItem(INSTALL_LOCK_LOCAL_KEY);
+        } catch (error) {}
         if (document.body) {
             delete document.body.dataset.installLocked;
         }
@@ -121,22 +140,31 @@
 
     const getStoredInstallId = () => {
         try {
-            return sessionStorage.getItem(INSTALL_ID_KEY);
-        } catch (error) {
-            return null;
-        }
+            const val = sessionStorage.getItem(INSTALL_ID_KEY);
+            if (val) return val;
+        } catch (error) {}
+        try {
+            return localStorage.getItem(INSTALL_ID_LOCAL_KEY);
+        } catch (error) {}
+        return null;
     };
 
     const storeInstallId = (installId) => {
         try {
             sessionStorage.setItem(INSTALL_ID_KEY, installId);
         } catch (error) {}
+        try {
+            localStorage.setItem(INSTALL_ID_LOCAL_KEY, installId);
+        } catch (error) {}
     };
 
     const clearInstallId = () => {
         try {
             sessionStorage.removeItem(INSTALL_ID_KEY);
         } catch (error) {}
+        try {
+            localStorage.removeItem(INSTALL_ID_LOCAL_KEY);
+        } catch (error) {}
     };
 
     window.InstallerStepsState = {

app/views/install/installer/js/modules/ui.js

@@ -240,6 +240,9 @@
             if (key === 'database') {
                 value = toDatabaseLabel(formState?.database);
             }
+            if (key === 'emailCertificates' && !value) {
+                value = formState?.accountEmail;
+            }
             if (value) {
                 node.textContent = value;
             }

app/views/install/installer/js/modules/validation.js

@@ -106,12 +106,18 @@
         return LOCAL_HOSTS.has(normalized);
     };
 
+    const isIPAddress = (host) => {
+        if (!host) return false;
+        return isValidIPv4(host) || isValidIPv6(host);
+    };
+
     window.InstallerStepsValidation = {
         isValidEmail,
         isValidPort,
         isValidPassword,
         isValidHostnameInput,
         extractHostname,
-        isLocalHost
+        isLocalHost,
+        isIPAddress
     };
 })();

app/views/install/installer/js/steps.js

@@ -390,10 +390,7 @@
                 if (!parsePort(httpPort, 'HTTP')) valid = false;
                 if (!parsePort(httpsPort, 'HTTPS')) valid = false;
 
-                if (!sslEmail || !sslEmail.value.trim()) {
-                    setFieldError?.(sslEmail, 'Please enter an email address for SSL certificates');
-                    valid = false;
-                } else if (!isValidEmail?.(sslEmail.value.trim())) {
+                if (sslEmail && sslEmail.value.trim() && !isValidEmail?.(sslEmail.value.trim())) {
                     setFieldError?.(sslEmail, 'Please enter a valid email address');
                     valid = false;
                 }

app/views/install/installer/templates/steps/step-5.phtml

@@ -30,6 +30,7 @@ $isUpgrade = $isUpgrade ?? false;
                     </span>
                     <span class="install-text typography-text-m-400 text-neutral-primary" data-install-text></span>
                 </div>
+                <span class="install-counter typography-text-xs-400" data-install-counter></span>
                 <button type="button" class="install-row-toggle" aria-expanded="false" data-install-toggle>
                     <?php include __DIR__ . '/../../icons/chevron-down.svg'; ?>
                 </button>
@@ -50,4 +51,13 @@ $isUpgrade = $isUpgrade ?? false;
             </div>
         </div>
     </template>
+
+    <div class="install-global-actions is-hidden" data-install-global-actions>
+        <button type="button" class="button secondary" data-install-start-over>
+            <span class="button-text typography-text-m-500">Start Over</span>
+        </button>
+        <button type="button" class="button secondary" data-install-hard-reset>
+            <span class="button-text typography-text-m-500">Reset Everything</span>
+        </button>
+    </div>
 </div>

app/worker.php

@@ -220,6 +220,60 @@ Server::setResource('getLogsDB', function (Group $pools, Cache $cache, Authoriza
     };
 }, ['pools', 'cache', 'authorization']);
 
+Server::setResource('getDatabasesDB', function (Cache $cache, Registry $register, Document $project, Authorization $authorization) {
+    return function (Document $database, ?Document $projectDocument = null) use ($cache, $register, $project, $authorization): Database {
+        $projectDocument ??= $project;
+        $databaseDSN = $database->getAttribute('database', $project->getAttribute('database', ''));
+        $databaseType = $database->getAttribute('type', '');
+
+        // Backwards‑compatibility: older or seeded legacy databases may not have a DSN stored
+        // in the "database" attribute. In that case, fall back to the project's database DSN.
+        if ($databaseDSN === '') {
+            $databaseDSN = $projectDocument->getAttribute('database', '');
+        }
+
+        try {
+            $databaseDSN = new DSN($databaseDSN);
+        } catch (\InvalidArgumentException) {
+            $databaseDSN = new DSN('mysql://'.$databaseDSN);
+        }
+
+        try {
+            $dsn = new DSN($projectDocument->getAttribute('database'));
+        } catch (\InvalidArgumentException) {
+            // Temporary fallback until all projects use shared tables
+            $dsn = new DSN('mysql://' . $projectDocument->getAttribute('database'));
+        }
+
+        $pools = $register->get('pools');
+        $pool = $pools->get($databaseDSN->getHost());
+
+        $adapter = new DatabasePool($pool);
+        $database = new Database($adapter, $cache);
+        $database
+            ->setDatabase(APP_DATABASE)
+            ->setAuthorization($authorization);
+        $database->getAdapter()->setSupportForAttributes($databaseType !== DOCUMENTSDB);
+
+        $sharedTables = \explode(',', System::getEnv('_APP_DATABASE_SHARED_TABLES', ''));
+
+        if (\in_array($dsn->getHost(), $sharedTables, true)) {
+            $database
+                ->setSharedTables(true)
+                ->setTenant((int) $projectDocument->getSequence())
+                ->setNamespace($dsn->getParam('namespace'));
+        } else {
+            $database
+                ->setSharedTables(false)
+                ->setTenant(null)
+                ->setNamespace('_' . $projectDocument->getSequence());
+        }
+
+        $database->setTimeout(APP_DATABASE_TIMEOUT_MILLISECONDS_WORKER);
+        return $database;
+    };
+}, ['cache', 'register', 'project', 'authorization']);
+
 Server::setResource('abuseRetention', function () {
     return time() - (int) System::getEnv('_APP_MAINTENANCE_RETENTION_ABUSE', 86400); // 1 day
 });

composer.json

@@ -52,7 +52,6 @@
         "appwrite/php-runtimes": "0.19.*",
         "appwrite/php-clamav": "2.0.*",
         "utopia-php/abuse": "1.2.*",
-        "utopia-php/agents": "1.2.*",
         "utopia-php/analytics": "0.15.*",
         "utopia-php/audit": "2.2.*",
         "utopia-php/auth": "0.5.*",
@@ -62,6 +61,7 @@
         "utopia-php/config": "1.*",
         "utopia-php/console": "0.1.*",
         "utopia-php/database": "5.*",
+        "utopia-php/agents": "1.*",
         "utopia-php/detector": "0.2.*",
         "utopia-php/domains": "1.*",
         "utopia-php/emails": "0.6.*",
@@ -73,7 +73,7 @@
         "utopia-php/locale": "0.8.*",
         "utopia-php/logger": "0.6.*",
         "utopia-php/messaging": "0.20.*",
-        "utopia-php/migration": "1.7.*",
+        "utopia-php/migration": "1.8.*",
         "utopia-php/platform": "0.7.*",
         "utopia-php/pools": "1.*",
         "utopia-php/span": "1.1.*",
@@ -84,7 +84,7 @@
         "utopia-php/storage": "1.0.*",
         "utopia-php/system": "0.10.*",
         "utopia-php/telemetry": "0.2.*",
-        "utopia-php/vcs": "2.*",
+        "utopia-php/vcs": "3.*",
         "utopia-php/websocket": "1.0.*",
         "matomo/device-detector": "6.4.*",
         "dragonmantank/cron-expression": "3.4.*",
@@ -113,7 +113,6 @@
     },
     "config": {
         "platform": {
-            "php": "8.3"
         },
         "allow-plugins": {
             "php-http/discovery": true,

composer.lock

@@ -4,7 +4,7 @@
         "Read more about it at https://getcomposer.org/doc/01-basic-usage.md#installing-dependencies",
         "This file is @generated automatically"
     ],
-    "content-hash": "2151d1eaf65d48acb56e5e8ebdeeab2b",
+    "content-hash": "84cbcf0617fc2d97e00c855a26afe031",
     "packages": [
         {
             "name": "adhocore/jwt",
@@ -1226,16 +1226,16 @@
         },
         {
             "name": "open-telemetry/api",
-            "version": "1.8.0",
+            "version": "1.9.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/opentelemetry-php/api.git",
-                "reference": "df5197c6fd0ddd8e9883b87de042d9341300e2ad"
+                "reference": "6f8d237ce2c304ca85f31970f788e7f074d147be"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/opentelemetry-php/api/zipball/df5197c6fd0ddd8e9883b87de042d9341300e2ad",
-                "reference": "df5197c6fd0ddd8e9883b87de042d9341300e2ad",
+                "url": "https://api.github.com/repos/opentelemetry-php/api/zipball/6f8d237ce2c304ca85f31970f788e7f074d147be",
+                "reference": "6f8d237ce2c304ca85f31970f788e7f074d147be",
                 "shasum": ""
             },
             "require": {
@@ -1292,20 +1292,20 @@
                 "issues": "https://github.com/open-telemetry/opentelemetry-php/issues",
                 "source": "https://github.com/open-telemetry/opentelemetry-php"
             },
-            "time": "2026-01-21T04:14:03+00:00"
+            "time": "2026-02-25T13:24:05+00:00"
         },
         {
             "name": "open-telemetry/context",
-            "version": "1.4.0",
+            "version": "1.5.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/opentelemetry-php/context.git",
-                "reference": "d4c4470b541ce72000d18c339cfee633e4c8e0cf"
+                "reference": "3c414b246e0dabb7d6145404e6a5e4536ca18d07"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/opentelemetry-php/context/zipball/d4c4470b541ce72000d18c339cfee633e4c8e0cf",
-                "reference": "d4c4470b541ce72000d18c339cfee633e4c8e0cf",
+                "url": "https://api.github.com/repos/opentelemetry-php/context/zipball/3c414b246e0dabb7d6145404e6a5e4536ca18d07",
+                "reference": "3c414b246e0dabb7d6145404e6a5e4536ca18d07",
                 "shasum": ""
             },
             "require": {
@@ -1347,11 +1347,11 @@
             ],
             "support": {
                 "chat": "https://app.slack.com/client/T08PSQ7BQ/C01NFPCV44V",
-                "docs": "https://opentelemetry.io/docs/php",
+                "docs": "https://opentelemetry.io/docs/languages/php",
                 "issues": "https://github.com/open-telemetry/opentelemetry-php/issues",
                 "source": "https://github.com/open-telemetry/opentelemetry-php"
             },
-            "time": "2025-09-19T00:05:49+00:00"
+            "time": "2025-10-19T06:44:33+00:00"
         },
         {
             "name": "open-telemetry/exporter-otlp",
@@ -1419,16 +1419,16 @@
         },
         {
             "name": "open-telemetry/gen-otlp-protobuf",
-            "version": "1.8.0",
+            "version": "1.9.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/opentelemetry-php/gen-otlp-protobuf.git",
-                "reference": "673af5b06545b513466081884b47ef15a536edde"
+                "reference": "a229cf161d42001d64c8f21e8f678581fe1c66b9"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/opentelemetry-php/gen-otlp-protobuf/zipball/673af5b06545b513466081884b47ef15a536edde",
-                "reference": "673af5b06545b513466081884b47ef15a536edde",
+                "url": "https://api.github.com/repos/opentelemetry-php/gen-otlp-protobuf/zipball/a229cf161d42001d64c8f21e8f678581fe1c66b9",
+                "reference": "a229cf161d42001d64c8f21e8f678581fe1c66b9",
                 "shasum": ""
             },
             "require": {
@@ -1474,30 +1474,30 @@
             ],
             "support": {
                 "chat": "https://app.slack.com/client/T08PSQ7BQ/C01NFPCV44V",
-                "docs": "https://opentelemetry.io/docs/php",
+                "docs": "https://opentelemetry.io/docs/languages/php",
                 "issues": "https://github.com/open-telemetry/opentelemetry-php/issues",
                 "source": "https://github.com/open-telemetry/opentelemetry-php"
             },
-            "time": "2025-09-17T23:10:12+00:00"
+            "time": "2025-10-19T06:44:33+00:00"
         },
         {
             "name": "open-telemetry/sdk",
-            "version": "1.13.0",
+            "version": "1.14.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/opentelemetry-php/sdk.git",
-                "reference": "c76f91203bf7ef98ab3f4e0a82ca21699af185e1"
+                "reference": "6e3d0ce93e76555dd5e2f1d19443ff45b990e410"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/opentelemetry-php/sdk/zipball/c76f91203bf7ef98ab3f4e0a82ca21699af185e1",
-                "reference": "c76f91203bf7ef98ab3f4e0a82ca21699af185e1",
+                "url": "https://api.github.com/repos/opentelemetry-php/sdk/zipball/6e3d0ce93e76555dd5e2f1d19443ff45b990e410",
+                "reference": "6e3d0ce93e76555dd5e2f1d19443ff45b990e410",
                 "shasum": ""
             },
             "require": {
                 "ext-json": "*",
                 "nyholm/psr7-server": "^1.1",
-                "open-telemetry/api": "^1.7",
+                "open-telemetry/api": "^1.8",
                 "open-telemetry/context": "^1.4",
                 "open-telemetry/sem-conv": "^1.0",
                 "php": "^8.1",
@@ -1575,7 +1575,7 @@
                 "issues": "https://github.com/open-telemetry/opentelemetry-php/issues",
                 "source": "https://github.com/open-telemetry/opentelemetry-php"
             },
-            "time": "2026-01-28T11:38:11+00:00"
+            "time": "2026-03-21T11:50:01+00:00"
         },
         {
             "name": "open-telemetry/sem-conv",
@@ -3403,16 +3403,16 @@
         },
         {
             "name": "utopia-php/agents",
-            "version": "1.2.1",
+            "version": "1.3.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/utopia-php/agents.git",
-                "reference": "052227953678a30ecc4b5467401fcb0b2386471e"
+                "reference": "06064fd9fb19b77ae45a12ec7bcbc17670912c30"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/utopia-php/agents/zipball/052227953678a30ecc4b5467401fcb0b2386471e",
-                "reference": "052227953678a30ecc4b5467401fcb0b2386471e",
+                "url": "https://api.github.com/repos/utopia-php/agents/zipball/06064fd9fb19b77ae45a12ec7bcbc17670912c30",
+                "reference": "06064fd9fb19b77ae45a12ec7bcbc17670912c30",
                 "shasum": ""
             },
             "require": {
@@ -3450,9 +3450,9 @@
             ],
             "support": {
                 "issues": "https://github.com/utopia-php/agents/issues",
-                "source": "https://github.com/utopia-php/agents/tree/1.2.1"
+                "source": "https://github.com/utopia-php/agents/tree/1.3.0"
             },
-            "time": "2026-02-24T06:03:55+00:00"
+            "time": "2026-03-26T03:51:11+00:00"
         },
         {
             "name": "utopia-php/analytics",
@@ -4518,16 +4518,16 @@
         },
         {
             "name": "utopia-php/migration",
-            "version": "1.7.0",
+            "version": "1.8.3",
             "source": {
                 "type": "git",
                 "url": "https://github.com/utopia-php/migration.git",
-                "reference": "97583ae502e40621ea91a71de19d053c5ae2e558"
+                "reference": "8633523b3343d492427331b6eec53f020f6ab7a7"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/utopia-php/migration/zipball/97583ae502e40621ea91a71de19d053c5ae2e558",
-                "reference": "97583ae502e40621ea91a71de19d053c5ae2e558",
+                "url": "https://api.github.com/repos/utopia-php/migration/zipball/8633523b3343d492427331b6eec53f020f6ab7a7",
+                "reference": "8633523b3343d492427331b6eec53f020f6ab7a7",
                 "shasum": ""
             },
             "require": {
@@ -4567,9 +4567,9 @@
             ],
             "support": {
                 "issues": "https://github.com/utopia-php/migration/issues",
-                "source": "https://github.com/utopia-php/migration/tree/1.7.0"
+                "source": "https://github.com/utopia-php/migration/tree/1.8.3"
             },
-            "time": "2026-03-10T06:36:27+00:00"
+            "time": "2026-03-19T09:18:47+00:00"
         },
         {
             "name": "utopia-php/mongo",
@@ -5216,22 +5216,23 @@
         },
         {
             "name": "utopia-php/vcs",
-            "version": "2.0.2",
+            "version": "3.1.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/utopia-php/vcs.git",
-                "reference": "5769679308bad498f2777547d48ab332166c4c0b"
+                "reference": "03b76ad5fd01bc50f809915bca6ff0745ea913af"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/utopia-php/vcs/zipball/5769679308bad498f2777547d48ab332166c4c0b",
-                "reference": "5769679308bad498f2777547d48ab332166c4c0b",
+                "url": "https://api.github.com/repos/utopia-php/vcs/zipball/03b76ad5fd01bc50f809915bca6ff0745ea913af",
+                "reference": "03b76ad5fd01bc50f809915bca6ff0745ea913af",
                 "shasum": ""
             },
             "require": {
                 "adhocore/jwt": "^1.1",
                 "php": ">=8.0",
-                "utopia-php/cache": "1.0.*"
+                "utopia-php/cache": "1.0.*",
+                "utopia-php/fetch": "0.5.*"
             },
             "require-dev": {
                 "laravel/pint": "1.*.*",
@@ -5258,9 +5259,9 @@
             ],
             "support": {
                 "issues": "https://github.com/utopia-php/vcs/issues",
-                "source": "https://github.com/utopia-php/vcs/tree/2.0.2"
+                "source": "https://github.com/utopia-php/vcs/tree/3.1.0"
             },
-            "time": "2026-03-13T15:25:16+00:00"
+            "time": "2026-03-24T08:49:14+00:00"
         },
         {
             "name": "utopia-php/websocket",
@@ -6194,11 +6195,11 @@
         },
         {
             "name": "phpstan/phpstan",
-            "version": "2.1.42",
+            "version": "2.1.44",
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/phpstan/phpstan/zipball/1279e1ce86ba768f0780c9d889852b4e02ff40d0",
-                "reference": "1279e1ce86ba768f0780c9d889852b4e02ff40d0",
+                "url": "https://api.github.com/repos/phpstan/phpstan/zipball/4a88c083c668b2c364a425c9b3171b2d9ea5d218",
+                "reference": "4a88c083c668b2c364a425c9b3171b2d9ea5d218",
                 "shasum": ""
             },
             "require": {
@@ -6243,7 +6244,7 @@
                     "type": "github"
                 }
             ],
-            "time": "2026-03-17T14:58:32+00:00"
+            "time": "2026-03-25T17:34:21+00:00"
         },
         {
             "name": "phpunit/php-code-coverage",
@@ -8457,8 +8458,5 @@
     "platform-dev": {
         "ext-fileinfo": "*"
     },
-    "platform-overrides": {
-        "php": "8.3"
-    },
     "plugin-api-version": "2.9.0"
 }

docker-compose.yml

@@ -112,6 +112,8 @@ services:
         condition: service_healthy
       coredns:
         condition: service_started
+      ollama:
+        condition: service_started
     entrypoint:
       - php
       - -e
@@ -159,6 +161,12 @@ services:
       - _APP_DB_SCHEMA
       - _APP_DB_USER
       - _APP_DB_PASS
+      - _APP_DB_ADAPTER_VECTORSDB
+      - _APP_DB_HOST_VECTORSDB
+      - _APP_DB_PORT_VECTORSDB
+      - _APP_DB_SCHEMA_VECTORSDB
+      - _APP_DB_USER_VECTORSDB
+      - _APP_DB_PASS_VECTORSDB
       - _APP_SMTP_HOST
       - _APP_SMTP_PORT
       - _APP_SMTP_SECURE
@@ -246,7 +254,7 @@ services:
   appwrite-console:
     <<: *x-logging
     container_name: appwrite-console
-    image: appwrite/console:7.5.7
+    image: appwrite/console:7.8.26
     restart: unless-stopped
     networks:
       - appwrite
@@ -295,6 +303,7 @@ services:
     depends_on:
       - ${_APP_DB_HOST:-mongodb}
       - redis
+      - ollama
     environment:
       - _APP_ENV
       - _APP_WORKER_PER_CORE
@@ -311,6 +320,12 @@ services:
       - _APP_DB_SCHEMA
       - _APP_DB_USER
       - _APP_DB_PASS
+      - _APP_DB_ADAPTER_VECTORSDB
+      - _APP_DB_HOST_VECTORSDB
+      - _APP_DB_PORT_VECTORSDB
+      - _APP_DB_SCHEMA_VECTORSDB
+      - _APP_DB_USER_VECTORSDB
+      - _APP_DB_PASS_VECTORSDB
       - _APP_USAGE_STATS
       - _APP_LOGGING_CONFIG
       - _APP_LOGGING_CONFIG_REALTIME
@@ -330,6 +345,7 @@ services:
     depends_on:
       - redis
       - ${_APP_DB_HOST:-mongodb}
+      - ollama
     environment:
       - _APP_ENV
       - _APP_WORKER_PER_CORE
@@ -363,6 +379,7 @@ services:
       - ${_APP_DB_HOST:-mongodb}
       - request-catcher-sms
       - request-catcher-webhook
+      - ollama
     environment:
       - _APP_ENV
       - _APP_WORKER_PER_CORE
@@ -393,6 +410,7 @@ services:
     depends_on:
       - redis
       - ${_APP_DB_HOST:-mongodb}
+      - ollama
     volumes:
       - appwrite-uploads:/storage/uploads:rw
       - appwrite-cache:/storage/cache:rw
@@ -402,6 +420,7 @@ services:
       - appwrite-certificates:/storage/certificates:rw
       - ./app:/usr/src/code/app
       - ./src:/usr/src/code/src
+      
     environment:
       - _APP_ENV
       - _APP_WORKER_PER_CORE
@@ -458,9 +477,11 @@ services:
     volumes:
       - ./app:/usr/src/code/app
       - ./src:/usr/src/code/src
+      
     depends_on:
       - redis
       - ${_APP_DB_HOST:-mongodb}
+      - ollama
     environment:
       - _APP_ENV
       - _APP_WORKER_PER_CORE
@@ -476,6 +497,12 @@ services:
       - _APP_DB_SCHEMA
       - _APP_DB_USER
       - _APP_DB_PASS
+      - _APP_DB_ADAPTER_VECTORSDB
+      - _APP_DB_HOST_VECTORSDB
+      - _APP_DB_PORT_VECTORSDB
+      - _APP_DB_SCHEMA_VECTORSDB
+      - _APP_DB_USER_VECTORSDB
+      - _APP_DB_PASS_VECTORSDB
       - _APP_LOGGING_CONFIG
       - _APP_WORKERS_NUM
       - _APP_QUEUE_NAME
@@ -497,6 +524,7 @@ services:
     depends_on:
       - redis
       - ${_APP_DB_HOST:-mongodb}
+      - ollama
     environment:
       - _APP_ENV
       - _APP_WORKER_PER_CORE
@@ -629,6 +657,7 @@ services:
     depends_on:
       - redis
       - ${_APP_DB_HOST:-mongodb}
+      - ollama
     volumes:
       - appwrite-config:/storage/config:rw
       - appwrite-certificates:/storage/certificates:rw
@@ -848,6 +877,7 @@ services:
       - ./app:/usr/src/code/app
       - ./src:/usr/src/code/src
       - ./tests:/usr/src/code/tests
+      
     depends_on:
       - ${_APP_DB_HOST:-mongodb}
     environment:
@@ -1044,6 +1074,7 @@ services:
     depends_on:
       - redis
       - ${_APP_DB_HOST:-mongodb}
+      - ollama
     environment:
       - _APP_ENV
       - _APP_WORKER_PER_CORE
@@ -1077,6 +1108,7 @@ services:
     depends_on:
       - ${_APP_DB_HOST:-mongodb}
       - redis
+      - ollama
     environment:
       - _APP_ENV
       - _APP_WORKER_PER_CORE
@@ -1107,6 +1139,7 @@ services:
     depends_on:
       - ${_APP_DB_HOST:-mongodb}
       - redis
+      - ollama
     environment:
       - _APP_ENV
       - _APP_WORKER_PER_CORE
@@ -1137,6 +1170,7 @@ services:
     depends_on:
       - ${_APP_DB_HOST:-mongodb}
       - redis
+      - ollama
     environment:
       - _APP_ENV
       - _APP_WORKER_PER_CORE
@@ -1228,7 +1262,6 @@ services:
       start_period: 5s
 
   mariadb:
-    profiles: ["mariadb"]
     image: mariadb:10.11 # fix issues when upgrading using: mysql_upgrade -u root -p
     container_name: appwrite-mariadb
     <<: *x-logging
@@ -1252,7 +1285,6 @@ services:
       retries: 12
 
   mongodb:
-    profiles: ["mongodb"]
     image: mongo:8.2.5
     container_name: appwrite-mongodb
     <<: *x-logging
@@ -1288,32 +1320,41 @@ services:
       retries: 10
       start_period: 30s
 
-
-
   postgresql:
-    profiles: ["postgresql"]
-    build:
-      context: ./tests/resources/postgresql
-      args:
-        POSTGRES_VERSION: 17
+    image: appwrite/postgres:0.1.0
     container_name: appwrite-postgresql
     <<: *x-logging
     networks:
       - appwrite
     volumes:
-      - appwrite-postgresql:/var/lib/postgresql:rw
+      - appwrite-postgresql:/var/lib/postgresql/18/data:rw
     ports:
       - "5432:5432"
     environment:
       - POSTGRES_DB=${_APP_DB_SCHEMA}
       - POSTGRES_USER=${_APP_DB_USER}
       - POSTGRES_PASSWORD=${_APP_DB_PASS}
-    command: "postgres"
     healthcheck:
-      test: ["CMD-SHELL", "pg_isready -U ${_APP_DB_USER}"]
+      test: ["CMD-SHELL", "pg_isready -U ${_APP_DB_USER} -d ${_APP_DB_SCHEMA}"]
       interval: 5s
       timeout: 5s
-      retries: 12
+      retries: 10
+      start_period: 10s
+    command: "postgres"
+
+  ollama:
+    image: appwrite/ollama:0.1.1
+    container_name: ollama
+    ports:
+      - "11434:11434"
+    restart: unless-stopped
+    environment:
+      MODELS: ${_APP_EMBEDDING_MODELS:-embeddinggemma}
+      OLLAMA_KEEP_ALIVE: 24h
+    volumes:
+      - appwrite-models:/root/.ollama
+    networks:
+      - appwrite
 
   redis:
     image: redis:7.4.7-alpine
@@ -1436,3 +1477,4 @@ volumes:
   appwrite-sites:
   appwrite-builds:
   appwrite-config:
+  appwrite-models:

docs/references/documentsdb/create-collection.md

@@ -0,0 +1 @@
+Create a new Collection. Before using this route, you should create a new database resource using either a [server integration](https://appwrite.io/docs/server/databases#documentsDBCreateCollection) API or directly from your database console.

docs/references/documentsdb/create-document.md

@@ -0,0 +1 @@
+Create a new Document. Before using this route, you should create a new collection resource using either a [server integration](https://appwrite.io/docs/server/databases#documentsDBCreateCollection) API or directly from your database console.

docs/references/documentsdb/create-documents.md

@@ -0,0 +1 @@
+Create new Documents. Before using this route, you should create a new collection resource using either a [server integration](https://appwrite.io/docs/server/databases#documentsDBCreateCollection) API or directly from your database console.

docs/references/documentsdb/create-index.md

@@ -0,0 +1,2 @@
+Creates an index on the attributes listed. Your index should include all the attributes you will query in a single request.
+Attributes can be `key`, `fulltext`, and `unique`.

docs/references/documentsdb/create-operations.md

@@ -0,0 +1 @@
+Create multiple operations in a single transaction.

docs/references/documentsdb/create-transaction.md

@@ -0,0 +1 @@
+Create a new transaction.

docs/references/documentsdb/create.md

@@ -0,0 +1 @@
+Create a new Database.

docs/references/documentsdb/decrement-document-attribute.md

@@ -0,0 +1 @@
+Decrement a specific column of a row by a given value.

docs/references/documentsdb/delete-collection.md

@@ -0,0 +1 @@
+Delete a collection by its unique ID. Only users with write permissions have access to delete this resource.

docs/references/documentsdb/delete-document.md

@@ -0,0 +1 @@
+Delete a document by its unique ID.

docs/references/documentsdb/delete-documents.md

@@ -0,0 +1 @@
+Bulk delete documents using queries, if no queries are passed then all documents are deleted.

docs/references/documentsdb/delete-index.md

@@ -0,0 +1 @@
+Delete an index.

docs/references/documentsdb/delete-transaction.md

@@ -0,0 +1 @@
+Delete a transaction by its unique ID.

docs/references/documentsdb/delete.md

@@ -0,0 +1 @@
+Delete a database by its unique ID. Only API keys with with databases.write scope can delete a database.

docs/references/documentsdb/get-collection-logs.md

@@ -0,0 +1 @@
+Get the collection activity logs list by its unique ID.

docs/references/documentsdb/get-collection-usage.md

@@ -0,0 +1 @@
+Get usage metrics and statistics for a collection. Returning the total number of documents. The response includes both current totals and historical data over time. Use the optional range parameter to specify the time window for historical data: 24h (last 24 hours), 30d (last 30 days), or 90d (last 90 days). If not specified, range defaults to 30 days.

docs/references/documentsdb/get-collection.md

@@ -0,0 +1 @@
+Get a collection by its unique ID. This endpoint response returns a JSON object with the collection metadata.

docs/references/documentsdb/get-database-usage.md

@@ -0,0 +1 @@
+Get usage metrics and statistics for a database. You can view the total number of collections, documents, and storage usage. The response includes both current totals and historical data over time. Use the optional range parameter to specify the time window for historical data: 24h (last 24 hours), 30d (last 30 days), or 90d (last 90 days). If not specified, range defaults to 30 days.

docs/references/documentsdb/get-document-logs.md

@@ -0,0 +1 @@
+Get the document activity logs list by its unique ID.

docs/references/documentsdb/get-document.md

@@ -0,0 +1 @@
+Get a document by its unique ID. This endpoint response returns a JSON object with the document data.

docs/references/documentsdb/get-index.md

@@ -0,0 +1 @@
+Get index by ID.

docs/references/documentsdb/get-logs.md

@@ -0,0 +1 @@
+Get the database activity logs list by its unique ID.

docs/references/documentsdb/get-transaction.md

@@ -0,0 +1 @@
+Get a transaction by its unique ID.

docs/references/documentsdb/get.md

@@ -0,0 +1 @@
+Get a database by its unique ID. This endpoint response returns a JSON object with the database metadata.

docs/references/documentsdb/increment-document-attribute.md

@@ -0,0 +1 @@
+Increment a specific column of a row by a given value.

docs/references/documentsdb/list-attributes.md

@@ -0,0 +1 @@
+List attributes in the collection.

docs/references/documentsdb/list-collections.md

@@ -0,0 +1 @@
+Get a list of all collections that belong to the provided databaseId. You can use the search parameter to filter your results.

docs/references/documentsdb/list-documents.md

@@ -0,0 +1 @@
+Get a list of all the user's documents in a given collection. You can use the query params to filter your results.

docs/references/documentsdb/list-indexes.md

@@ -0,0 +1 @@
+List indexes in the collection.

docs/references/documentsdb/list-transactions.md

@@ -0,0 +1 @@
+List transactions across all databases.

docs/references/documentsdb/list-usage.md

@@ -0,0 +1 @@
+List usage metrics and statistics for all databases in the project. You can view the total number of databases, collections, documents, and storage usage. The response includes both current totals and historical data over time. Use the optional range parameter to specify the time window for historical data: 24h (last 24 hours), 30d (last 30 days), or 90d (last 90 days). If not specified, range defaults to 30 days.

docs/references/documentsdb/list.md

@@ -0,0 +1 @@
+Get a list of all databases from the current Appwrite project. You can use the search parameter to filter your results.

docs/references/documentsdb/update-collection.md

@@ -0,0 +1 @@
+Update a collection by its unique ID.

docs/references/documentsdb/update-document.md

@@ -0,0 +1 @@
+Update a document by its unique ID. Using the patch method you can pass only specific fields that will get updated.

docs/references/documentsdb/update-documents.md

@@ -0,0 +1 @@
+Update all documents that match your queries, if no queries are submitted then all documents are updated. You can pass only specific fields to be updated.

docs/references/documentsdb/update-transaction.md

@@ -0,0 +1 @@
+Update a transaction, to either commit or roll back its operations.

docs/references/documentsdb/update.md

@@ -0,0 +1 @@
+Update a database by its unique ID.

docs/references/documentsdb/upsert-document.md

@@ -0,0 +1 @@
+Create or update a Document. Before using this route, you should create a new collection resource using either a [server integration](https://appwrite.io/docs/server/databases#documentsDBCreateCollection) API or directly from your database console.

docs/references/documentsdb/upsert-documents.md

@@ -0,0 +1 @@
+Create or update Documents. Before using this route, you should create a new collection resource using either a [server integration](https://appwrite.io/docs/server/databases#documentsDBCreateCollection) API or directly from your database console.

docs/references/vectorsdb/create-collection.md

@@ -0,0 +1 @@
+Create a new Collection. Before using this route, you should create a new database resource using either a [server integration](https://appwrite.io/docs/server/databases#documentsDBCreateCollection) API or directly from your database console.

docs/references/vectorsdb/create-document.md

@@ -0,0 +1 @@
+Create a new Document. Before using this route, you should create a new collection resource using either a [server integration](https://appwrite.io/docs/server/databases#documentsDBCreateCollection) API or directly from your database console.

docs/references/vectorsdb/create-documents.md

@@ -0,0 +1 @@
+Create new Documents. Before using this route, you should create a new collection resource using either a [server integration](https://appwrite.io/docs/server/databases#documentsDBCreateCollection) API or directly from your database console.

docs/references/vectorsdb/create-index.md

@@ -0,0 +1,2 @@
+Creates an index on the attributes listed. Your index should include all the attributes you will query in a single request.
+Attributes can be `key`, `fulltext`, and `unique`.

docs/references/vectorsdb/create-operations.md

@@ -0,0 +1 @@
+Create multiple operations in a single transaction.

docs/references/vectorsdb/create-transaction.md

@@ -0,0 +1 @@
+Create a new transaction.

docs/references/vectorsdb/create.md

@@ -0,0 +1 @@
+Create a new Database.

docs/references/vectorsdb/decrement-document-attribute.md

@@ -0,0 +1 @@
+Decrement a specific column of a row by a given value.

docs/references/vectorsdb/delete-collection.md

@@ -0,0 +1 @@
+Delete a collection by its unique ID. Only users with write permissions have access to delete this resource.

docs/references/vectorsdb/delete-document.md

@@ -0,0 +1 @@
+Delete a document by its unique ID.

docs/references/vectorsdb/delete-documents.md

@@ -0,0 +1 @@
+Bulk delete documents using queries, if no queries are passed then all documents are deleted.

docs/references/vectorsdb/delete-index.md

@@ -0,0 +1 @@
+Delete an index.

docs/references/vectorsdb/delete-transaction.md

@@ -0,0 +1 @@
+Delete a transaction by its unique ID.

docs/references/vectorsdb/delete.md

@@ -0,0 +1 @@
+Delete a database by its unique ID. Only API keys with with databases.write scope can delete a database.

docs/references/vectorsdb/get-collection-logs.md

@@ -0,0 +1 @@
+Get the collection activity logs list by its unique ID.

docs/references/vectorsdb/get-collection-usage.md

@@ -0,0 +1 @@
+Get usage metrics and statistics for a collection. Returning the total number of documents. The response includes both current totals and historical data over time. Use the optional range parameter to specify the time window for historical data: 24h (last 24 hours), 30d (last 30 days), or 90d (last 90 days). If not specified, range defaults to 30 days.

docs/references/vectorsdb/get-collection.md

@@ -0,0 +1 @@
+Get a collection by its unique ID. This endpoint response returns a JSON object with the collection metadata.

docs/references/vectorsdb/get-database-usage.md

@@ -0,0 +1 @@
+Get usage metrics and statistics for a database. You can view the total number of collections, documents, and storage usage. The response includes both current totals and historical data over time. Use the optional range parameter to specify the time window for historical data: 24h (last 24 hours), 30d (last 30 days), or 90d (last 90 days). If not specified, range defaults to 30 days.

docs/references/vectorsdb/get-document-logs.md

@@ -0,0 +1 @@
+Get the document activity logs list by its unique ID.

docs/references/vectorsdb/get-document.md

@@ -0,0 +1 @@
+Get a document by its unique ID. This endpoint response returns a JSON object with the document data.

docs/references/vectorsdb/get-index.md

@@ -0,0 +1 @@
+Get index by ID.

docs/references/vectorsdb/get-logs.md

@@ -0,0 +1 @@
+Get the database activity logs list by its unique ID.

docs/references/vectorsdb/get-transaction.md

@@ -0,0 +1 @@
+Get a transaction by its unique ID.

docs/references/vectorsdb/get.md

@@ -0,0 +1 @@
+Get a database by its unique ID. This endpoint response returns a JSON object with the database metadata.

docs/references/vectorsdb/increment-document-attribute.md

@@ -0,0 +1 @@
+Increment a specific column of a row by a given value.

docs/references/vectorsdb/list-attributes.md

@@ -0,0 +1 @@
+List attributes in the collection.

docs/references/vectorsdb/list-collections.md

@@ -0,0 +1 @@
+Get a list of all collections that belong to the provided databaseId. You can use the search parameter to filter your results.

docs/references/vectorsdb/list-documents.md

@@ -0,0 +1 @@
+Get a list of all the user's documents in a given collection. You can use the query params to filter your results.

docs/references/vectorsdb/list-indexes.md

@@ -0,0 +1 @@
+List indexes in the collection.

docs/references/vectorsdb/list-transactions.md

@@ -0,0 +1 @@
+List transactions across all databases.