joeyutong commented on code in PR #628:
URL: https://github.com/apache/flink-agents/pull/628#discussion_r3144672601


##########
docs/content/docs/operations/configuration.md:
##########
@@ -140,14 +140,35 @@ Here is the list of all built-in core configuration 
options.
 
 ### Action State Store
 
+#### Common
+
+| Key                          | Default          | Type    | Description      
                                                                        |
+|------------------------------|------------------|---------|------------------------------------------------------------------------------------------|
+| `actionStateStoreBackend`    | (none)           | String  | The backend for 
action state store. Supported values: `"kafka"`, `"fluss"`.              |
+
 #### Kafka-based Action State Store
 
 Here are the configuration options for Kafka-based Action State Store.
 
 | Key                                 | Default                  | Type    | 
Description                                                                 |
 
|-------------------------------------|--------------------------|---------|-----------------------------------------------------------------------------|
-| `actionStateStoreBackend`           | (none)                   | String  | 
The config parameter specifies the backend for action state store.          |
 | `kafkaBootstrapServers`             | "localhost:9092"         | String  | 
The config parameter specifies the Kafka bootstrap server.                  |
 | `kafkaActionStateTopic`             | (none)                   | String  | 
The config parameter specifies the Kafka topic for action state.            |
 | `kafkaActionStateTopicNumPartitions`| 64                       | Integer | 
The config parameter specifies the number of partitions for the Kafka action 
state topic. |
 | `kafkaActionStateTopicReplicationFactor` | 1                     | Integer | 
The config parameter specifies the replication factor for the Kafka action 
state topic. |
+
+#### Fluss-based Action State Store
+
+Here are the configuration options for Fluss-based Action State Store. Fluss 
provides O(1) KV point lookup for action state, eliminating the need for 
in-memory state rebuilding during recovery.
+

Review Comment:
   This sentence still sounds like the earlier PK/KV-table design. The current 
implementation uses a log table plus in-memory cache and `rebuildState()`, so 
the claim about O(1) KV point lookup and no in-memory rebuilding is misleading. 
Could we keep this as just "Here are the configuration options for Fluss-based 
Action State Store."?



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