alnzng commented on code in PR #168:
URL: https://github.com/apache/flink-agents/pull/168#discussion_r2353330298


##########
.github/workflows/ci.yml:
##########
@@ -98,7 +98,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ 'macos-latest', 'ubuntu-latest' ]
-        python-version: [ '3.9', '3.10', '3.11' ]
+        python-version: [ '3.10', '3.11' ]

Review Comment:
   Thank you for disabling Python `3.9`, this will help unblock my PR!



##########
python/flink_agents/api/prompts/prompt.py:
##########
@@ -15,39 +15,57 @@
 #  See the License for the specific language governing permissions and
 # limitations under the License.
 
#################################################################################
-from typing import List, Sequence, Union
+from abc import ABC, abstractmethod
+from typing import List, Sequence
+
+from typing_extensions import override
 
 from flink_agents.api.chat_message import ChatMessage, MessageRole
 from flink_agents.api.prompts.utils import format_string
 from flink_agents.api.resource import ResourceType, SerializableResource
 
 
-class Prompt(SerializableResource):
-    """Prompt for a language model.
-
-    Attributes:
-    ----------
-    template : Union[Sequence[ChatMessage], str]
-        The prompt template.
-    """
-
-    template: Union[Sequence[ChatMessage], str]
+class Prompt(SerializableResource, ABC):
+    """Base prompt abstract."""
 
     @staticmethod
     def from_messages(name: str, messages: Sequence[ChatMessage]) -> "Prompt":
         """Create prompt from sequence of ChatMessage."""
-        return Prompt(name=name, template=messages)
+        return LocalPrompt(name=name, template=messages)
 
     @staticmethod
     def from_text(name: str, text: str) -> "Prompt":
         """Create prompt from text string."""
-        return Prompt(name=name, template=text)
+        return LocalPrompt(name=name, template=text)
+
+    @abstractmethod
+    def format_string(self, **kwargs: str) -> str:
+        """Generate text string from template with additional arguments."""
+
+    @abstractmethod
+    def format_messages(
+        self, role: MessageRole = MessageRole.SYSTEM, **kwargs: str
+    ) -> List[ChatMessage]:
+        """Generate list of ChatMessage from template with additional 
arguments."""
 
     @classmethod
+    @override
     def resource_type(cls) -> ResourceType:
         """Get the resource type."""
         return ResourceType.PROMPT
 
+
+class LocalPrompt(Prompt):
+    """Prompt for a language model.
+
+    Attributes:
+    ----------
+    template : Union[Sequence[ChatMessage], str]

Review Comment:
   nit: change to new syntax `Sequence[ChatMessage] | str`



##########
python/flink_agents/api/resource.py:
##########
@@ -35,7 +35,7 @@ class ResourceType(Enum):
     EMBEDDING_MODEL_CONNECTION = "embedding_model_connection"
     PROMPT = "prompt"
     # VECTOR_STORE = "vector_store"
-    # MCP_SERVER = "mcp_server"
+    MCP_SERVER = "mcp_server"

Review Comment:
   Should we add this in `ResourceType.java`?



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