wenjin272 commented on code in PR #1307:
URL: https://github.com/apache/flink-agents/pull/1307#discussion_r4343886172


##########
docs/content/docs/development/memory/long_term_memory.md:
##########
@@ -116,7 +121,7 @@ agentsConfig.set(
 {{< /tabs >}}
 
 {{< hint info >}}
-If `JOB_IDENTIFIER` is not configured, the Flink job ID will be used by 
default.
+If `JOB_IDENTIFIER` is not configured, the current Flink JobID is used as the 
job identifier and stored in operator state. If that operator state is 
restored, its stored identifier is reused.

Review Comment:
   Keep the restore behavior, without the storage detail.
   
   ```suggestion
   If `JOB_IDENTIFIER` is not configured, the Flink JobID is used. Restoring 
the agent's state from a checkpoint or savepoint retains the previous 
identifier, preserving access to the same long-term memories.
   ```



##########
docs/content/docs/development/memory/overview.md:
##########
@@ -80,4 +80,4 @@ For more details, see [Long-Term Memory]({{< ref 
"docs/development/memory/long_t
 | **Storage**           | Flink State                                | Flink 
State                                   | External Vector Store                 
        |
 | **Access Pattern**    | Key-Value / Nested Objects                 | 
Key-Value / Nested Objects                    | Semantic Search                 
              |
 | **Use Case**          | Temporary execution states of an agent run | Exact 
information shared across multiple runs | Large, compactable and searchable 
information |
-| **Types of Contents** | Any primitive/object                       | Any 
primitive/object                          | String, ChatMessage                 
          |
\ No newline at end of file
+| **Types of Contents** | Flink-serializable Java values; Python 
checkpoint-stable built-ins | Flink-serializable Java values; Python 
checkpoint-stable built-ins | String                                       |

Review Comment:
   Link to the supported types instead of introducing checkpoint terminology 
here.
   
   ```suggestion
   | **Types of Contents** | Java: Flink-serializable values; Python: 
[supported built-in values]({{< ref 
"docs/development/memory/sensory_and_short_term_memory#supported-value-types" 
>}}) | Java: Flink-serializable values; Python: [supported built-in values]({{< 
ref 
"docs/development/memory/sensory_and_short_term_memory#supported-value-types" 
>}}) | String |
   ```



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