ref

Author: Guikingone

docs/components/chat.rst

@@ -34,7 +34,7 @@ with a ``Symfony\AI\Agent\AgentInterface`` and a ``Symfony\AI\Chat\MessageStoreI
 You can find more advanced usage in combination with an Agent using the store for long-term context:
 
 * `External services storage with Cache`_
-* `Long-term context with Doctrine Dbal`_
+* `Long-term context with Doctrine DBAL`_
 * `Current session context storage with HttpFoundation session`_
 * `Current process context storage with InMemory`_
 * `Long-term context with Meilisearch`_
@@ -45,7 +45,7 @@ Supported Message stores
 ------------------------
 
 * `Cache`_
-* `Doctrine Dbal`_
+* `Doctrine DBAL`_
 * `HttpFoundation session`_
 * `InMemory`_
 * `Meilisearch`_
@@ -127,14 +127,14 @@ store and ``bin/console ai:message-store:drop`` to clean up the message store:
     $ php bin/console ai:message-store:drop symfonycon
 
 .. _`External services storage with Cache`: https://github.com/symfony/ai/blob/main/examples/chat/persistent-chat-cache.php
-.. _`Long-term context with Doctrine Dbal`: https://github.com/symfony/ai/blob/main/examples/chat/persistent-chat-doctrine-dbal.php
+.. _`Long-term context with Doctrine DBAL`: https://github.com/symfony/ai/blob/main/examples/chat/persistent-chat-doctrine-dbal.php
 .. _`Current session context storage with HttpFoundation session`: https://github.com/symfony/ai/blob/main/examples/chat/persistent-chat-session.php
 .. _`Current process context storage with InMemory`: https://github.com/symfony/ai/blob/main/examples/chat/persistent-chat.php
 .. _`Long-term context with Meilisearch`: https://github.com/symfony/ai/blob/main/examples/chat/persistent-chat-meilisearch.php
 .. _`Long-term context with Pogocache`: https://github.com/symfony/ai/blob/main/examples/chat/persistent-chat-pogocache.php
 .. _`Long-term context with Redis`: https://github.com/symfony/ai/blob/main/examples/chat/persistent-chat-redis.php
 .. _`Cache`: https://symfony.com/doc/current/components/cache.html
-.. _`Doctrine Dbal`: https://www.doctrine-project.org/projects/dbal.html
+.. _`Doctrine DBAL`: https://www.doctrine-project.org/projects/dbal.html
 .. _`InMemory`: https://www.php.net/manual/en/language.types.array.php
 .. _`HttpFoundation session`: https://developers.cloudflare.com/vectorize/
 .. _`Meilisearch`: https://www.meilisearch.com/