openai · seratch · Aug 21, 2025 · Aug 3, 2025 · Aug 3, 2025 · Aug 3, 2025
diff --git a/examples/basic/sqlalchemy_session_example.py b/examples/basic/sqlalchemy_session_example.py
@@ -0,0 +1,50 @@
+import asyncio
+
+from agents import Agent, Runner
+from agents.extensions.memory.sqlalchemy_session import SQLAlchemySession
+
+
+async def main():
+    # Create an agent
+    agent = Agent(
+        name="Assistant",
+        instructions="Reply very concisely.",
+    )
+
+    # Create a session instance with a session ID.
+    # This example uses an in-memory SQLite database.
+    # The `create_tables=True` flag is useful for development and testing.
+    session = SQLAlchemySession.from_url(
+        "conversation_123",
+        url="sqlite+aiosqlite:///:memory:",
+        create_tables=True,
+    )
+
+    print("=== SQLAlchemySession Example ===")
+    print("The agent will remember previous messages automatically.\n")
+
+    # First turn
+    print("User: What city is the Golden Gate Bridge in?")
+    result = await Runner.run(
+        agent,
+        "What city is the Golden Gate Bridge in?",
+        session=session,
+    )
+    print(f"Assistant: {result.final_output}\n")
+
+    # Second turn - the agent will remember the previous conversation
+    print("User: What state is it in?")
+    result = await Runner.run(
+        agent,
+        "What state is it in?",
+        session=session,
+    )
+    print(f"Assistant: {result.final_output}\n")
+
+    print("=== Conversation Complete ===")
+
+
+if __name__ == "__main__":
+    # To run this example, you need to install the sqlalchemy extras:
+    # pip install "agents[sqlalchemy]"
+    asyncio.run(main())
diff --git a/examples/realtime/app/server.py b/examples/realtime/app/server.py
@@ -4,11 +4,12 @@
 import logging
 import struct
 from contextlib import asynccontextmanager
-from typing import TYPE_CHECKING, Any, assert_never
+from typing import TYPE_CHECKING, Any
 
 from fastapi import FastAPI, WebSocket, WebSocketDisconnect
 from fastapi.responses import FileResponse
 from fastapi.staticfiles import StaticFiles
+from typing_extensions import assert_never
 
 from agents.realtime import RealtimeRunner, RealtimeSession, RealtimeSessionEvent
 

diff --git a/examples/realtime/cli/demo.py b/examples/realtime/cli/demo.py
@@ -52,7 +52,7 @@ def __init__(self) -> None:
         # Audio output state for callback system
         self.output_queue: queue.Queue[Any] = queue.Queue(maxsize=10)  # Buffer more chunks
         self.interrupt_event = threading.Event()
-        self.current_audio_chunk: np.ndarray | None = None  # type: ignore
+        self.current_audio_chunk: np.ndarray[Any, np.dtype[Any]] | None = None
         self.chunk_position = 0
 
     def _output_callback(self, outdata, frames: int, time, status) -> None:

diff --git a/pyproject.toml b/pyproject.toml
@@ -38,6 +38,7 @@ voice = ["numpy>=2.2.0, <3; python_version>='3.10'", "websockets>=15.0, <16"]
 viz = ["graphviz>=0.17"]
 litellm = ["litellm>=1.67.4.post1, <2"]
 realtime = ["websockets>=15.0, <16"]
+sqlalchemy = ["SQLAlchemy>=2.0", "asyncpg>=0.29.0"]
 
 [dependency-groups]
 dev = [
@@ -63,6 +64,7 @@ dev = [
     "mkdocs-static-i18n>=1.3.0",
     "eval-type-backport>=0.2.2",
     "fastapi >= 0.110.0, <1",
+    "aiosqlite>=0.21.0",
 ]
 
 [tool.uv.workspace]

diff --git a/src/agents/extensions/memory/__init__.py b/src/agents/extensions/memory/__init__.py
@@ -0,0 +1,15 @@
+
+"""Session memory backends living in the extensions namespace.
+
+This package contains optional, production-grade session implementations that
+introduce extra third-party dependencies (database drivers, ORMs, etc.). They
+conform to the :class:`agents.memory.session.Session` protocol so they can be
+used as a drop-in replacement for :class:`agents.memory.session.SQLiteSession`.
+"""
+from __future__ import annotations
+
+from .sqlalchemy_session import SQLAlchemySession  # noqa: F401
+
+__all__: list[str] = [
+    "SQLAlchemySession",
+]