fix(agui-strands): restore durable AgentCore Memory recall

The agui-strands pattern lost same-session conversation recall: ag-ui-strands 0.1.1 discards the agent's session_manager and keeps history only in an in-process dict that doesn't survive AgentCore Runtime scaling.

- Bump ag-ui-strands 0.1.1 -> 0.1.9 (adds session_manager_provider) and other deps to latest.
- Supply the AgentCore Memory session manager per-thread via StrandsAgentConfig.session_manager_provider (keyed by actor_id + thread_id).
- Set replay_history_into_strands=False: 0.1.9 checks agent.session_manager but Strands stores it as _session_manager, so its replay path otherwise overwrites the rehydrated history with only the latest message.

Verified with a local repro against a real AgentCore Memory resource: direct agent recalls, adapter without the flag fails, adapter with the flag recalls.

Author: razkenari

patterns/agui-strands-agent/agent.py

@@ -6,7 +6,7 @@
 import os
 
 from ag_ui.core import RunAgentInput, RunErrorEvent
-from ag_ui_strands import StrandsAgent
+from ag_ui_strands import StrandsAgent, StrandsAgentConfig
 from bedrock_agentcore.memory.integrations.strands.config import AgentCoreMemoryConfig
 from bedrock_agentcore.memory.integrations.strands.session_manager import (
     AgentCoreMemorySessionManager,
@@ -37,36 +37,48 @@
 CODE_INTERPRETER = StrandsCodeInterpreterTools(REGION).execute_python_securely
 
 
-def get_memory_session_manager(
-    actor_id: str, session_id: str
-) -> AgentCoreMemorySessionManager | None:
-    """Return an AgentCore Memory session manager, or None when MEMORY_ID is unset."""
-    if not MEMORY_ID:
-        return None
-    return AgentCoreMemorySessionManager(
-        AgentCoreMemoryConfig(
-            memory_id=MEMORY_ID, session_id=session_id, actor_id=actor_id
-        ),
-        region_name=REGION,
-    )
+def _make_session_manager_provider(actor_id: str):
+    """Per-thread AgentCore Memory session-manager factory for the AG-UI adapter.
+
+    ag-ui-strands attaches the returned manager to the agent it runs (keyed by
+    actor_id + thread_id). A session_manager on the template Agent is ignored.
+    Returns None when MEMORY_ID is unset.
+    """
+
+    def provider(run_input: RunAgentInput) -> AgentCoreMemorySessionManager | None:
+        if not MEMORY_ID:
+            return None
+        session_id = run_input.thread_id or actor_id
+        return AgentCoreMemorySessionManager(
+            AgentCoreMemoryConfig(
+                memory_id=MEMORY_ID, session_id=session_id, actor_id=actor_id
+            ),
+            region_name=REGION,
+        )
+
+    return provider
 
 
 @app.entrypoint
 async def invocations(payload: dict, context: RequestContext):
     input_data = RunAgentInput.model_validate(payload)
     actor_id = extract_user_id_from_context(context)
-    session_id = input_data.thread_id or actor_id
 
+    # session_manager is supplied per-thread via the provider below, not here.
     agent = Agent(
         model=MODEL,
         system_prompt=SYSTEM_PROMPT,
         tools=[create_gateway_mcp_client(actor_id), CODE_INTERPRETER],
-        session_manager=get_memory_session_manager(actor_id, session_id),
     )
     agui_agent = StrandsAgent(
         agent=agent,
         name="agui_strands_agent",
         description="AG-UI Strands agent with Gateway MCP tools and Code Interpreter",
+        config=StrandsAgentConfig(
+            session_manager_provider=_make_session_manager_provider(actor_id),
+            # Disable client-side replay so the session manager owns history.
+            replay_history_into_strands=False,
+        ),
     )
 
     try:

patterns/agui-strands-agent/requirements.txt

@@ -1,6 +1,6 @@
 # Strands AG-UI agent dependencies
-strands-agents==1.32.0
-ag-ui-strands==0.1.1
-bedrock-agentcore==1.4.7
-mcp==1.26.0
-PyJWT[crypto]==2.12.1
+strands-agents==1.42.0
+ag-ui-strands==0.1.9
+bedrock-agentcore==1.14.0
+mcp==1.27.2
+PyJWT[crypto]==2.13.0