🧠 fix: Memory-related Docs

Author: danny-avila

pages/docs/configuration/librechat_yaml/object_structure/memory.mdx

@@ -14,7 +14,7 @@ memory:
   personalize: true
   messageWindowSize: 5
   agent:
-    provider: "openai"
+    provider: "openAI"
     model: "gpt-4"
     instructions: "You are a helpful assistant that remembers user preferences and context."
     model_parameters:
@@ -105,7 +105,7 @@ memory:
 
 <OptionTable
   options={[
-    ['agent', 'Object | Union', 'Configures the agent responsible for memory processing. Can be either a reference to an existing agent by ID or a complete agent configuration.', 'agent: { provider: "openai", model: "gpt-4" }'],
+    ['agent', 'Object | Union', 'Configures the agent responsible for memory processing. Can be either a reference to an existing agent by ID or a complete agent configuration.', 'agent: { provider: "openAI", model: "gpt-4" }'],
   ]}
 />
 
@@ -128,7 +128,7 @@ For more control, you can define a complete agent configuration:
 ```yaml filename="memory / agent (custom)"
 memory:
   agent:
-    provider: "openai"
+    provider: "openAI"
     model: "gpt-4"
     instructions: "You are a memory assistant that helps maintain conversation context and user preferences."
     model_parameters:
@@ -144,7 +144,7 @@ When using custom agent configuration, the following fields are available:
 **provider** (required)
 <OptionTable
   options={[
-    ['provider', 'String', 'Specifies the AI provider for the memory agent (e.g., "openai", "anthropic", "google").', 'provider: "openai"'],
+    ['provider', 'String', 'Specifies the AI provider for the memory agent (e.g., "openAI", "anthropic", "google").', 'provider: "openAI"'],
   ]}
 />
 
@@ -188,7 +188,7 @@ memory:
   personalize: true
   messageWindowSize: 8
   agent:
-    provider: "openai"
+    provider: "openAI"
     model: "gpt-4"
     instructions: |
       Store memory using only the specified validKeys. For user_preferences: save 

pages/docs/features/memory.mdx

@@ -10,7 +10,8 @@ description: Enable conversation memory and personalization features in LibreCha
 Memory in LibreChat allows the system to remember information across conversations, providing a more personalized and context-aware experience. When enabled, the AI can recall user preferences, important facts, and conversation context to enhance future interactions.
 
 <Callout type="important" title="⚠️ Configuration Required">
-Memory functionality must be explicitly configured in your `librechat.yaml` file to work. It is not enabled by default.
+- Memory functionality must be explicitly configured in your `librechat.yaml` file to work. It is not enabled by default.
+- Currently, memory only works when using agents.
 </Callout>
 
 ## Key Features