Realtime: use SDK types for all messages

pyproject.toml

@@ -7,7 +7,7 @@ requires-python = ">=3.9"
 license = "MIT"
 authors = [{ name = "OpenAI", email = "[email protected]" }]
 dependencies = [
-    "openai>=1.93.1, <2",
+    "openai>=1.96.0, <2",
     "pydantic>=2.10, <3",
     "griffe>=1.5.6, <2",
     "typing-extensions>=4.12.2, <5",

src/agents/realtime/items.py

@@ -73,6 +73,7 @@ class AssistantMessageItem(BaseModel):
 class RealtimeToolCallItem(BaseModel):
     item_id: str
     previous_item_id: str | None = None
+    call_id: str | None
     type: Literal["function_call"] = "function_call"
     status: Literal["in_progress", "completed"]
     arguments: str

src/agents/realtime/openai_realtime.py

@@ -10,14 +10,47 @@
 
 import pydantic
 import websockets
-from openai.types.beta.realtime.conversation_item import ConversationItem
+from openai.types.beta.realtime.conversation_item import (
+    ConversationItem,
+    ConversationItem as OpenAIConversationItem,
+)
+from openai.types.beta.realtime.conversation_item_content import (
+    ConversationItemContent as OpenAIConversationItemContent,
+)
+from openai.types.beta.realtime.conversation_item_create_event import (
+    ConversationItemCreateEvent as OpenAIConversationItemCreateEvent,
+)
+from openai.types.beta.realtime.conversation_item_retrieve_event import (
+    ConversationItemRetrieveEvent as OpenAIConversationItemRetrieveEvent,
+)
+from openai.types.beta.realtime.conversation_item_truncate_event import (
+    ConversationItemTruncateEvent as OpenAIConversationItemTruncateEvent,
+)
+from openai.types.beta.realtime.input_audio_buffer_append_event import (
+    InputAudioBufferAppendEvent as OpenAIInputAudioBufferAppendEvent,
+)
+from openai.types.beta.realtime.input_audio_buffer_commit_event import (
+    InputAudioBufferCommitEvent as OpenAIInputAudioBufferCommitEvent,
+)
+from openai.types.beta.realtime.realtime_client_event import (
+    RealtimeClientEvent as OpenAIRealtimeClientEvent,
+)
 from openai.types.beta.realtime.realtime_server_event import (
     RealtimeServerEvent as OpenAIRealtimeServerEvent,
 )
 from openai.types.beta.realtime.response_audio_delta_event import ResponseAudioDeltaEvent
+from openai.types.beta.realtime.response_cancel_event import (
+    ResponseCancelEvent as OpenAIResponseCancelEvent,
+)
+from openai.types.beta.realtime.response_create_event import (
+    ResponseCreateEvent as OpenAIResponseCreateEvent,
+)
 from openai.types.beta.realtime.session_update_event import (
     Session as OpenAISessionObject,
     SessionTool as OpenAISessionTool,
+    SessionTracing as OpenAISessionTracing,
+    SessionTracingTracingConfiguration as OpenAISessionTracingConfiguration,
+    SessionUpdateEvent as OpenAISessionUpdateEvent,
 )
 from pydantic import TypeAdapter
 from typing_extensions import assert_never
@@ -135,12 +168,11 @@ async def _send_tracing_config(
     ) -> None:
         """Update tracing configuration via session.update event."""
         if tracing_config is not None:
+            converted_tracing_config = _ConversionHelper.convert_tracing_config(tracing_config)
             await self._send_raw_message(
-                RealtimeModelSendRawMessage(
-                    message={
-                        "type": "session.update",
-                        "other_data": {"session": {"tracing": tracing_config}},
-                    }
+                OpenAISessionUpdateEvent(
+                    session=OpenAISessionObject(tracing=converted_tracing_config),
+                    type="session.update",
                 )
             )
 
@@ -199,7 +231,11 @@ async def _listen_for_messages(self):
     async def send_event(self, event: RealtimeModelSendEvent) -> None:
         """Send an event to the model."""
         if isinstance(event, RealtimeModelSendRawMessage):
-            await self._send_raw_message(event)
+            converted = _ConversionHelper.try_convert_raw_message(event)
+            if converted is not None:
+                await self._send_raw_message(converted)
+            else:
+                logger.error(f"Failed to convert raw message: {event}")
         elif isinstance(event, RealtimeModelSendUserInput):
             await self._send_user_input(event)
         elif isinstance(event, RealtimeModelSendAudio):
@@ -214,77 +250,33 @@ async def send_event(self, event: RealtimeModelSendEvent) -> None:
             assert_never(event)
             raise ValueError(f"Unknown event type: {type(event)}")
 
-    async def _send_raw_message(self, event: RealtimeModelSendRawMessage) -> None:
+    async def _send_raw_message(self, event: OpenAIRealtimeClientEvent) -> None:
         """Send a raw message to the model."""
         assert self._websocket is not None, "Not connected"
 
-        converted_event = {
-            "type": event.message["type"],
-        }
-
-        converted_event.update(event.message.get("other_data", {}))
-
-        await self._websocket.send(json.dumps(converted_event))
+        await self._websocket.send(event.model_dump_json(exclude_none=True, exclude_unset=True))
 
     async def _send_user_input(self, event: RealtimeModelSendUserInput) -> None:
-        message = (
-            event.user_input
-            if isinstance(event.user_input, dict)
-            else {
-                "type": "message",
-                "role": "user",
-                "content": [{"type": "input_text", "text": event.user_input}],
-            }
-        )
-        other_data = {
-            "item": message,
-        }
-
-        await self._send_raw_message(
-            RealtimeModelSendRawMessage(
-                message={"type": "conversation.item.create", "other_data": other_data}
-            )
-        )
-        await self._send_raw_message(
-            RealtimeModelSendRawMessage(message={"type": "response.create"})
-        )
+        converted = _ConversionHelper.convert_user_input_to_item_create(event)
+        await self._send_raw_message(converted)
+        await self._send_raw_message(OpenAIResponseCreateEvent(type="response.create"))
 
     async def _send_audio(self, event: RealtimeModelSendAudio) -> None:
-        base64_audio = base64.b64encode(event.audio).decode("utf-8")
-        await self._send_raw_message(
-            RealtimeModelSendRawMessage(
-                message={
-                    "type": "input_audio_buffer.append",
-                    "other_data": {
-                        "audio": base64_audio,
-                    },
-                }
-            )
-        )
+        converted = _ConversionHelper.convert_audio_to_input_audio_buffer_append(event)
+        await self._send_raw_message(converted)
         if event.commit:
             await self._send_raw_message(
-                RealtimeModelSendRawMessage(message={"type": "input_audio_buffer.commit"})
+                OpenAIInputAudioBufferCommitEvent(type="input_audio_buffer.commit")
             )
 
     async def _send_tool_output(self, event: RealtimeModelSendToolOutput) -> None:
-        await self._send_raw_message(
-            RealtimeModelSendRawMessage(
-                message={
-                    "type": "conversation.item.create",
-                    "other_data": {
-                        "item": {
-                            "type": "function_call_output",
-                            "output": event.output,
-                            "call_id": event.tool_call.id,
-                        },
-                    },
-                }
-            )
-        )
+        converted = _ConversionHelper.convert_tool_output(event)
+        await self._send_raw_message(converted)
 
         tool_item = RealtimeToolCallItem(
             item_id=event.tool_call.id or "",
             previous_item_id=event.tool_call.previous_item_id,
+            call_id=event.tool_call.call_id,
             type="function_call",
             status="completed",
             arguments=event.tool_call.arguments,
@@ -294,9 +286,7 @@ async def _send_tool_output(self, event: RealtimeModelSendToolOutput) -> None:
         await self._emit_event(RealtimeModelItemUpdatedEvent(item=tool_item))
 
         if event.start_response:
-            await self._send_raw_message(
-                RealtimeModelSendRawMessage(message={"type": "response.create"})
-            )
+            await self._send_raw_message(OpenAIResponseCreateEvent(type="response.create"))
 
     async def _send_interrupt(self, event: RealtimeModelSendInterrupt) -> None:
         if not self._current_item_id or not self._audio_start_time:
@@ -307,18 +297,12 @@ async def _send_interrupt(self, event: RealtimeModelSendInterrupt) -> None:
         elapsed_time_ms = (datetime.now() - self._audio_start_time).total_seconds() * 1000
         if elapsed_time_ms > 0 and elapsed_time_ms < self._audio_length_ms:
             await self._emit_event(RealtimeModelAudioInterruptedEvent())
-            await self._send_raw_message(
-                RealtimeModelSendRawMessage(
-                    message={
-                        "type": "conversation.item.truncate",
-                        "other_data": {
-                            "item_id": self._current_item_id,
-                            "content_index": self._current_audio_content_index,
-                            "audio_end_ms": elapsed_time_ms,
-                        },
-                    }
-                )
+            converted = _ConversionHelper.convert_interrupt(
+                self._current_item_id,
+                self._current_audio_content_index or 0,
+                int(elapsed_time_ms),
             )
+            await self._send_raw_message(converted)
 
         self._current_item_id = None
         self._audio_start_time = None
@@ -354,6 +338,7 @@ async def _handle_output_item(self, item: ConversationItem) -> None:
             tool_call = RealtimeToolCallItem(
                 item_id=item.id or "",
                 previous_item_id=None,
+                call_id=item.call_id,
                 type="function_call",
                 # We use the same item for tool call and output, so it will be completed by the
                 # output being added
@@ -365,7 +350,7 @@ async def _handle_output_item(self, item: ConversationItem) -> None:
             await self._emit_event(RealtimeModelItemUpdatedEvent(item=tool_call))
             await self._emit_event(
                 RealtimeModelToolCallEvent(
-                    call_id=item.id or "",
+                    call_id=item.call_id or "",
                     name=item.name or "",
                     arguments=item.arguments or "",
                     id=item.id or "",
@@ -404,9 +389,7 @@ async def close(self) -> None:
 
     async def _cancel_response(self) -> None:
         if self._ongoing_response:
-            await self._send_raw_message(
-                RealtimeModelSendRawMessage(message={"type": "response.cancel"})
-            )
+            await self._send_raw_message(OpenAIResponseCancelEvent(type="response.cancel"))
             self._ongoing_response = False
 
     async def _handle_ws_event(self, event: dict[str, Any]):
@@ -466,16 +449,13 @@ async def _handle_ws_event(self, event: dict[str, Any]):
             parsed.type == "conversation.item.input_audio_transcription.completed"
             or parsed.type == "conversation.item.truncated"
         ):
-            await self._send_raw_message(
-                RealtimeModelSendRawMessage(
-                    message={
-                        "type": "conversation.item.retrieve",
-                        "other_data": {
-                            "item_id": self._current_item_id,
-                        },
-                    }
+            if self._current_item_id:
+                await self._send_raw_message(
+                    OpenAIConversationItemRetrieveEvent(
+                        type="conversation.item.retrieve",
+                        item_id=self._current_item_id,
+                    )
                 )
-            )
             if parsed.type == "conversation.item.input_audio_transcription.completed":
                 await self._emit_event(
                     RealtimeModelInputAudioTranscriptionCompletedEvent(
@@ -504,14 +484,7 @@ async def _handle_ws_event(self, event: dict[str, Any]):
     async def _update_session_config(self, model_settings: RealtimeSessionModelSettings) -> None:
         session_config = self._get_session_config(model_settings)
         await self._send_raw_message(
-            RealtimeModelSendRawMessage(
-                message={
-                    "type": "session.update",
-                    "other_data": {
-                        "session": session_config.model_dump(exclude_unset=True, exclude_none=True)
-                    },
-                }
-            )
+            OpenAISessionUpdateEvent(session=session_config, type="session.update")
         )
 
     def _get_session_config(
@@ -582,3 +555,98 @@ def conversation_item_to_realtime_message_item(
                 "status": "in_progress",
             },
         )
+
+    @classmethod
+    def try_convert_raw_message(
+        cls, message: RealtimeModelSendRawMessage
+    ) -> OpenAIRealtimeClientEvent | None:
+        try:
+            data = {}
+            data["type"] = message.message["type"]
+            data.update(message.message.get("other_data", {}))
+            return TypeAdapter(OpenAIRealtimeClientEvent).validate_python(data)
+        except Exception:
+            return None
+
+    @classmethod
+    def convert_tracing_config(
+        cls, tracing_config: RealtimeModelTracingConfig | Literal["auto"] | None
+    ) -> OpenAISessionTracing | None:
+        if tracing_config is None:
+            return None
+        elif tracing_config == "auto":
+            return "auto"
+        return OpenAISessionTracingConfiguration(
+            group_id=tracing_config.get("group_id"),
+            metadata=tracing_config.get("metadata"),
+            workflow_name=tracing_config.get("workflow_name"),
+        )
+
+    @classmethod
+    def convert_user_input_to_conversation_item(
+        cls, event: RealtimeModelSendUserInput
+    ) -> OpenAIConversationItem:
+        user_input = event.user_input
+
+        if isinstance(user_input, dict):
+            return OpenAIConversationItem(
+                type="message",
+                role="user",
+                content=[
+                    OpenAIConversationItemContent(
+                        type="input_text",
+                        text=item.get("text"),
+                    )
+                    for item in user_input.get("content", [])
+                ],
+            )
+        else:
+            return OpenAIConversationItem(
+                type="message",
+                role="user",
+                content=[OpenAIConversationItemContent(type="input_text", text=user_input)],
+            )
+
+    @classmethod
+    def convert_user_input_to_item_create(
+        cls, event: RealtimeModelSendUserInput
+    ) -> OpenAIRealtimeClientEvent:
+        return OpenAIConversationItemCreateEvent(
+            type="conversation.item.create",
+            item=cls.convert_user_input_to_conversation_item(event),
+        )
+
+    @classmethod
+    def convert_audio_to_input_audio_buffer_append(
+        cls, event: RealtimeModelSendAudio
+    ) -> OpenAIRealtimeClientEvent:
+        base64_audio = base64.b64encode(event.audio).decode("utf-8")
+        return OpenAIInputAudioBufferAppendEvent(
+            type="input_audio_buffer.append",
+            audio=base64_audio,
+        )
+
+    @classmethod
+    def convert_tool_output(cls, event: RealtimeModelSendToolOutput) -> OpenAIRealtimeClientEvent:
+        return OpenAIConversationItemCreateEvent(
+            type="conversation.item.create",
+            item=OpenAIConversationItem(
+                type="function_call_output",
+                output=event.output,
+                call_id=event.tool_call.call_id,
+            ),
+        )
+
+    @classmethod
+    def convert_interrupt(
+        cls,
+        current_item_id: str,
+        current_audio_content_index: int,
+        elapsed_time_ms: int,
+    ) -> OpenAIRealtimeClientEvent:
+        return OpenAIConversationItemTruncateEvent(
+            type="conversation.item.truncate",
+            item_id=current_item_id,
+            content_index=current_audio_content_index,
+            audio_end_ms=elapsed_time_ms,
+        )