Make Strands template Agent sessionful#216

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Merged
AlexanderRichey merged 2 commits into from
Feb 10, 2026
Merged

Make Strands template Agent sessionful #216

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d8fc90f
make strands template agent sessionful
Feb 9, 2026
95b85e3
use agent factory pattern in strands memory template
Feb 10, 2026
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70 changes: 42 additions & 28 deletions src/assets/__tests__/__snapshots__/assets.snapshot.test.ts.snap
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -2367,8 +2367,7 @@ Thumbs.db"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/main.py should match snapshot 1`] = `
"import os
from strands import Agent, tool
"from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
from mcp_client.client import get_streamable_http_mcp_client
Expand All@@ -2379,8 +2378,6 @@ from memory.session import get_memory_session_manager
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -2394,42 +2391,59 @@ def add_numbers(a: int, b: int) -> int:
return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
cache = {}
def get_or_create_agent(session_id, user_id):
key = f"{session_id}/{user_id}"
if key not in cache:
# Create an agent for the given session_id and user_id
cache[key] = Agent(
model=load_model(),
session_manager=get_memory_session_manager(session_id, user_id),
system_prompt="""
You are a helpful assistant. Use tools when appropriate.
""",
tools=tools+[mcp_client]
)
return cache[key]
return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
model=load_model(),
system_prompt="""
You are a helpful assistant. Use tools when appropriate.
""",
tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
log.info("Invoking Agent.....")

{{#if hasMemory}}
session_id = getattr(context, 'session_id', 'default-session')
user_id = getattr(context, 'user_id', 'default-user')
session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

with mcp_client as client:
# Get MCP Tools
mcp_tools = client.list_tools_sync()
agent = get_or_create_agent(session_id, user_id)

# Create agent
agent = Agent(
model=load_model(),
{{#if hasMemory}}
session_manager=session_manager,
{{/if}}
system_prompt="""
You are a helpful assistant. Use tools when appropriate.
""",
tools=tools+mcp_tools
)
# Execute and format response
stream = agent.stream_async(payload.get("prompt"))

# Execute and format response
stream = agent.stream_async(payload.get("prompt"))

async for event in stream:
# Handle Text parts of the response
if "data" in event and isinstance(event["data"], str):
yield event["data"]
async for event in stream:
# Handle Text parts of the response
if "data" in event and isinstance(event["data"], str):
yield event["data"]


if __name__ == "__main__":
app.run()"
app.run()
"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/mcp_client/client.py should match snapshot 1`] = `
Expand Down
67 changes: 40 additions & 27 deletions src/assets/python/strands/base/main.py
View file
Open in desktop
Original file line numberDiff line numberDiff line change
@@ -1,4 +1,3 @@
import os
from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
Expand All@@ -10,8 +9,6 @@
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -25,39 +22,55 @@ def add_numbers(a: int, b: int) -> int:
return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
cache = {}
def get_or_create_agent(session_id, user_id):
key = f"{session_id}/{user_id}"
if key not in cache:
# Create an agent for the given session_id and user_id
cache[key] = Agent(
model=load_model(),
session_manager=get_memory_session_manager(session_id, user_id),
system_prompt="""
You are a helpful assistant. Use tools when appropriate.
""",
tools=tools+[mcp_client]
)
return cache[key]
return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
model=load_model(),
system_prompt="""
You are a helpful assistant. Use tools when appropriate.
""",
tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
log.info("Invoking Agent.....")

{{#if hasMemory}}
session_id = getattr(context, 'session_id', 'default-session')
user_id = getattr(context, 'user_id', 'default-user')
session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

with mcp_client as client:
# Get MCP Tools
mcp_tools = client.list_tools_sync()
agent = get_or_create_agent(session_id, user_id)

# Create agent
agent = Agent(
model=load_model(),
{{#if hasMemory}}
session_manager=session_manager,
{{/if}}
system_prompt="""
You are a helpful assistant. Use tools when appropriate.
""",
tools=tools+mcp_tools
)

# Execute and format response
stream = agent.stream_async(payload.get("prompt"))
# Execute and format response
stream = agent.stream_async(payload.get("prompt"))

async for event in stream:
# Handle Text parts of the response
if "data" in event and isinstance(event["data"], str):
yield event["data"]
async for event in stream:
# Handle Text parts of the response
if "data" in event and isinstance(event["data"], str):
yield event["data"]


if __name__ == "__main__":
app.run()
app.run()
Loading
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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Make Strands template Agent sessionful#216

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to your account

 Merged

AlexanderRichey
merged 2 commits into

from

Feb 10, 2026
 Merged


Make Strands template Agent sessionful
#216
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d8fc90f

make strands template agent sessionful

Feb 9, 2026
95b85e3

use agent factory pattern in strands memory template

Feb 10, 2026

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70 changes: 42 additions & 28 deletions
src/assets/__tests__/__snapshots__/assets.snapshot.test.ts.snap

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -2367,8 +2367,7 @@ Thumbs.db"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/main.py should match snapshot 1`] = `
"import os
from strands import Agent, tool
"from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
from mcp_client.client import get_streamable_http_mcp_client
Expand All@@ -2379,8 +2378,6 @@ from memory.session import get_memory_session_manager
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -2394,42 +2391,59 @@ def add_numbers(a: int, b: int) -> int:
 return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
 cache = {}
 def get_or_create_agent(session_id, user_id):
 key = f"{session_id}/{user_id}"
 if key not in cache:
 # Create an agent for the given session_id and user_id
 cache[key] = Agent(
 model=load_model(),
 session_manager=get_memory_session_manager(session_id, user_id),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
 )
 return cache[key]
 return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
 model=load_model(),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
 log.info("Invoking Agent.....")

{{#if hasMemory}}
 session_id = getattr(context, 'session_id', 'default-session')
 user_id = getattr(context, 'user_id', 'default-user')
 session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

 with mcp_client as client:
 # Get MCP Tools
 mcp_tools = client.list_tools_sync()
 agent = get_or_create_agent(session_id, user_id)

 # Create agent
 agent = Agent(
 model=load_model(),
{{#if hasMemory}}
 session_manager=session_manager,
{{/if}}
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+mcp_tools
 )
 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]
 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]


if __name__ == "__main__":
 app.run()"
 app.run()
"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/mcp_client/client.py should match snapshot 1`] = `
Expand Down

67 changes: 40 additions & 27 deletions
src/assets/python/strands/base/main.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,3 @@
import os
from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
Expand All@@ -10,8 +9,6 @@
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -25,39 +22,55 @@ def add_numbers(a: int, b: int) -> int:
 return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
 cache = {}
 def get_or_create_agent(session_id, user_id):
 key = f"{session_id}/{user_id}"
 if key not in cache:
 # Create an agent for the given session_id and user_id
 cache[key] = Agent(
 model=load_model(),
 session_manager=get_memory_session_manager(session_id, user_id),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
 )
 return cache[key]
 return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
 model=load_model(),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
 log.info("Invoking Agent.....")

{{#if hasMemory}}
 session_id = getattr(context, 'session_id', 'default-session')
 user_id = getattr(context, 'user_id', 'default-user')
 session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

 with mcp_client as client:
 # Get MCP Tools
 mcp_tools = client.list_tools_sync()
 agent = get_or_create_agent(session_id, user_id)

 # Create agent
 agent = Agent(
 model=load_model(),
{{#if hasMemory}}
 session_manager=session_manager,
{{/if}}
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+mcp_tools
 )

 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))
 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

async for event in stream:
# Handle Text parts of the response
if "data" in event and isinstance(event["data"], str):
yield event["data"]
 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]


if __name__ == "__main__":
 app.run()
 app.run()
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Make Strands template Agent sessionful#216

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privacy statement. We’ll occasionally send you account related emails.

Already on GitHub?
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to your account

 Merged

AlexanderRichey
merged 2 commits into

from

Feb 10, 2026
 Merged


Make Strands template Agent sessionful
#216
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2 commits


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d8fc90f

make strands template agent sessionful

Feb 9, 2026
95b85e3

use agent factory pattern in strands memory template

Feb 10, 2026

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70 changes: 42 additions & 28 deletions
src/assets/__tests__/__snapshots__/assets.snapshot.test.ts.snap

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -2367,8 +2367,7 @@ Thumbs.db"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/main.py should match snapshot 1`] = `
"import os
from strands import Agent, tool
"from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
from mcp_client.client import get_streamable_http_mcp_client
Expand All@@ -2379,8 +2378,6 @@ from memory.session import get_memory_session_manager
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -2394,42 +2391,59 @@ def add_numbers(a: int, b: int) -> int:
 return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
 cache = {}
 def get_or_create_agent(session_id, user_id):
 key = f"{session_id}/{user_id}"
 if key not in cache:
 # Create an agent for the given session_id and user_id
 cache[key] = Agent(
 model=load_model(),
 session_manager=get_memory_session_manager(session_id, user_id),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
 )
 return cache[key]
 return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
 model=load_model(),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
 log.info("Invoking Agent.....")

{{#if hasMemory}}
 session_id = getattr(context, 'session_id', 'default-session')
 user_id = getattr(context, 'user_id', 'default-user')
 session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

 with mcp_client as client:
 # Get MCP Tools
 mcp_tools = client.list_tools_sync()
 agent = get_or_create_agent(session_id, user_id)

 # Create agent
 agent = Agent(
 model=load_model(),
{{#if hasMemory}}
 session_manager=session_manager,
{{/if}}
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+mcp_tools
 )
 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]
 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]


if __name__ == "__main__":
 app.run()"
 app.run()
"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/mcp_client/client.py should match snapshot 1`] = `
Expand Down

67 changes: 40 additions & 27 deletions
src/assets/python/strands/base/main.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,3 @@
import os
from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
Expand All@@ -10,8 +9,6 @@
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -25,39 +22,55 @@ def add_numbers(a: int, b: int) -> int:
 return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
 cache = {}
 def get_or_create_agent(session_id, user_id):
 key = f"{session_id}/{user_id}"
 if key not in cache:
 # Create an agent for the given session_id and user_id
 cache[key] = Agent(
 model=load_model(),
 session_manager=get_memory_session_manager(session_id, user_id),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
 )
 return cache[key]
 return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
 model=load_model(),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
 log.info("Invoking Agent.....")

{{#if hasMemory}}
 session_id = getattr(context, 'session_id', 'default-session')
 user_id = getattr(context, 'user_id', 'default-user')
 session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

 with mcp_client as client:
 # Get MCP Tools
 mcp_tools = client.list_tools_sync()
 agent = get_or_create_agent(session_id, user_id)

 # Create agent
 agent = Agent(
 model=load_model(),
{{#if hasMemory}}
 session_manager=session_manager,
{{/if}}
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+mcp_tools
 )

 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))
 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

async for event in stream:
# Handle Text parts of the response
if "data" in event and isinstance(event["data"], str):
yield event["data"]
 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]


if __name__ == "__main__":
 app.run()
 app.run()
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Make Strands template Agent sessionful#216

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

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AlexanderRichey
merged 2 commits into

from

Feb 10, 2026
 Merged


Make Strands template Agent sessionful
#216
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d8fc90f

make strands template agent sessionful

Feb 9, 2026
95b85e3

use agent factory pattern in strands memory template

Feb 10, 2026

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70 changes: 42 additions & 28 deletions
src/assets/__tests__/__snapshots__/assets.snapshot.test.ts.snap

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -2367,8 +2367,7 @@ Thumbs.db"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/main.py should match snapshot 1`] = `
"import os
from strands import Agent, tool
"from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
from mcp_client.client import get_streamable_http_mcp_client
Expand All@@ -2379,8 +2378,6 @@ from memory.session import get_memory_session_manager
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -2394,42 +2391,59 @@ def add_numbers(a: int, b: int) -> int:
 return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
 cache = {}
 def get_or_create_agent(session_id, user_id):
 key = f"{session_id}/{user_id}"
 if key not in cache:
 # Create an agent for the given session_id and user_id
 cache[key] = Agent(
 model=load_model(),
 session_manager=get_memory_session_manager(session_id, user_id),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
 )
 return cache[key]
 return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
 model=load_model(),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
 log.info("Invoking Agent.....")

{{#if hasMemory}}
 session_id = getattr(context, 'session_id', 'default-session')
 user_id = getattr(context, 'user_id', 'default-user')
 session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

 with mcp_client as client:
 # Get MCP Tools
 mcp_tools = client.list_tools_sync()
 agent = get_or_create_agent(session_id, user_id)

 # Create agent
 agent = Agent(
 model=load_model(),
{{#if hasMemory}}
 session_manager=session_manager,
{{/if}}
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+mcp_tools
 )
 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]
 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]


if __name__ == "__main__":
 app.run()"
 app.run()
"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/mcp_client/client.py should match snapshot 1`] = `
Expand Down

67 changes: 40 additions & 27 deletions
src/assets/python/strands/base/main.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,3 @@
import os
from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
Expand All@@ -10,8 +9,6 @@
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -25,39 +22,55 @@ def add_numbers(a: int, b: int) -> int:
 return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
 cache = {}
 def get_or_create_agent(session_id, user_id):
 key = f"{session_id}/{user_id}"
 if key not in cache:
 # Create an agent for the given session_id and user_id
 cache[key] = Agent(
 model=load_model(),
 session_manager=get_memory_session_manager(session_id, user_id),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
 )
 return cache[key]
 return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
 model=load_model(),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
 log.info("Invoking Agent.....")

{{#if hasMemory}}
 session_id = getattr(context, 'session_id', 'default-session')
 user_id = getattr(context, 'user_id', 'default-user')
 session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

 with mcp_client as client:
 # Get MCP Tools
 mcp_tools = client.list_tools_sync()
 agent = get_or_create_agent(session_id, user_id)

 # Create agent
 agent = Agent(
 model=load_model(),
{{#if hasMemory}}
 session_manager=session_manager,
{{/if}}
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+mcp_tools
 )

 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))
 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

async for event in stream:
# Handle Text parts of the response
if "data" in event and isinstance(event["data"], str):
yield event["data"]
 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]


if __name__ == "__main__":
 app.run()
 app.run()
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
Make Strands template Agent sessionful#216

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 Merged

AlexanderRichey
merged 2 commits into

from

Feb 10, 2026
 Merged


Make Strands template Agent sessionful
#216
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d8fc90f

make strands template agent sessionful

Feb 9, 2026
95b85e3

use agent factory pattern in strands memory template

Feb 10, 2026

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70 changes: 42 additions & 28 deletions
src/assets/__tests__/__snapshots__/assets.snapshot.test.ts.snap

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -2367,8 +2367,7 @@ Thumbs.db"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/main.py should match snapshot 1`] = `
"import os
from strands import Agent, tool
"from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
from mcp_client.client import get_streamable_http_mcp_client
Expand All@@ -2379,8 +2378,6 @@ from memory.session import get_memory_session_manager
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -2394,42 +2391,59 @@ def add_numbers(a: int, b: int) -> int:
 return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
 cache = {}
 def get_or_create_agent(session_id, user_id):
 key = f"{session_id}/{user_id}"
 if key not in cache:
 # Create an agent for the given session_id and user_id
 cache[key] = Agent(
 model=load_model(),
 session_manager=get_memory_session_manager(session_id, user_id),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
 )
 return cache[key]
 return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
 model=load_model(),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
 log.info("Invoking Agent.....")

{{#if hasMemory}}
 session_id = getattr(context, 'session_id', 'default-session')
 user_id = getattr(context, 'user_id', 'default-user')
 session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

 with mcp_client as client:
 # Get MCP Tools
 mcp_tools = client.list_tools_sync()
 agent = get_or_create_agent(session_id, user_id)

 # Create agent
 agent = Agent(
 model=load_model(),
{{#if hasMemory}}
 session_manager=session_manager,
{{/if}}
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+mcp_tools
 )
 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]
 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]


if __name__ == "__main__":
 app.run()"
 app.run()
"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/mcp_client/client.py should match snapshot 1`] = `
Expand Down

67 changes: 40 additions & 27 deletions
src/assets/python/strands/base/main.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,3 @@
import os
from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
Expand All@@ -10,8 +9,6 @@
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -25,39 +22,55 @@ def add_numbers(a: int, b: int) -> int:
 return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
 cache = {}
 def get_or_create_agent(session_id, user_id):
 key = f"{session_id}/{user_id}"
 if key not in cache:
 # Create an agent for the given session_id and user_id
 cache[key] = Agent(
 model=load_model(),
 session_manager=get_memory_session_manager(session_id, user_id),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
 )
 return cache[key]
 return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
 model=load_model(),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
 log.info("Invoking Agent.....")

{{#if hasMemory}}
 session_id = getattr(context, 'session_id', 'default-session')
 user_id = getattr(context, 'user_id', 'default-user')
 session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

 with mcp_client as client:
 # Get MCP Tools
 mcp_tools = client.list_tools_sync()
 agent = get_or_create_agent(session_id, user_id)

 # Create agent
 agent = Agent(
 model=load_model(),
{{#if hasMemory}}
 session_manager=session_manager,
{{/if}}
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+mcp_tools
 )

 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))
 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

async for event in stream:
# Handle Text parts of the response
if "data" in event and isinstance(event["data"], str):
yield event["data"]
 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]


if __name__ == "__main__":
 app.run()
 app.run()
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Make Strands template Agent sessionful#216

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Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

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privacy statement. We’ll occasionally send you account related emails.

Already on GitHub?
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to your account

 Merged

AlexanderRichey
merged 2 commits into

from

Feb 10, 2026
 Merged


Make Strands template Agent sessionful
#216
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d8fc90f

make strands template agent sessionful

Feb 9, 2026
95b85e3

use agent factory pattern in strands memory template

Feb 10, 2026

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70 changes: 42 additions & 28 deletions
src/assets/__tests__/__snapshots__/assets.snapshot.test.ts.snap

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -2367,8 +2367,7 @@ Thumbs.db"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/main.py should match snapshot 1`] = `
"import os
from strands import Agent, tool
"from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
from mcp_client.client import get_streamable_http_mcp_client
Expand All@@ -2379,8 +2378,6 @@ from memory.session import get_memory_session_manager
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -2394,42 +2391,59 @@ def add_numbers(a: int, b: int) -> int:
 return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
 cache = {}
 def get_or_create_agent(session_id, user_id):
 key = f"{session_id}/{user_id}"
 if key not in cache:
 # Create an agent for the given session_id and user_id
 cache[key] = Agent(
 model=load_model(),
 session_manager=get_memory_session_manager(session_id, user_id),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
 )
 return cache[key]
 return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
 model=load_model(),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
 log.info("Invoking Agent.....")

{{#if hasMemory}}
 session_id = getattr(context, 'session_id', 'default-session')
 user_id = getattr(context, 'user_id', 'default-user')
 session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

 with mcp_client as client:
 # Get MCP Tools
 mcp_tools = client.list_tools_sync()
 agent = get_or_create_agent(session_id, user_id)

 # Create agent
 agent = Agent(
 model=load_model(),
{{#if hasMemory}}
 session_manager=session_manager,
{{/if}}
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+mcp_tools
 )
 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]
 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]


if __name__ == "__main__":
 app.run()"
 app.run()
"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/mcp_client/client.py should match snapshot 1`] = `
Expand Down

67 changes: 40 additions & 27 deletions
src/assets/python/strands/base/main.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,3 @@
import os
from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
Expand All@@ -10,8 +9,6 @@
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -25,39 +22,55 @@ def add_numbers(a: int, b: int) -> int:
 return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
 cache = {}
 def get_or_create_agent(session_id, user_id):
 key = f"{session_id}/{user_id}"
 if key not in cache:
 # Create an agent for the given session_id and user_id
 cache[key] = Agent(
 model=load_model(),
 session_manager=get_memory_session_manager(session_id, user_id),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
 )
 return cache[key]
 return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
 model=load_model(),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
 log.info("Invoking Agent.....")

{{#if hasMemory}}
 session_id = getattr(context, 'session_id', 'default-session')
 user_id = getattr(context, 'user_id', 'default-user')
 session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

 with mcp_client as client:
 # Get MCP Tools
 mcp_tools = client.list_tools_sync()
 agent = get_or_create_agent(session_id, user_id)

 # Create agent
 agent = Agent(
 model=load_model(),
{{#if hasMemory}}
 session_manager=session_manager,
{{/if}}
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+mcp_tools
 )

 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))
 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

async for event in stream:
# Handle Text parts of the response
if "data" in event and isinstance(event["data"], str):
yield event["data"]
 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]


if __name__ == "__main__":
 app.run()
 app.run()
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Make Strands template Agent sessionful#216

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Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

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privacy statement. We’ll occasionally send you account related emails.

Already on GitHub?
Sign in
to your account

 Merged

AlexanderRichey
merged 2 commits into

from

Feb 10, 2026
 Merged


Make Strands template Agent sessionful
#216
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d8fc90f

make strands template agent sessionful

Feb 9, 2026
95b85e3

use agent factory pattern in strands memory template

Feb 10, 2026

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70 changes: 42 additions & 28 deletions
src/assets/__tests__/__snapshots__/assets.snapshot.test.ts.snap

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -2367,8 +2367,7 @@ Thumbs.db"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/main.py should match snapshot 1`] = `
"import os
from strands import Agent, tool
"from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
from mcp_client.client import get_streamable_http_mcp_client
Expand All@@ -2379,8 +2378,6 @@ from memory.session import get_memory_session_manager
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -2394,42 +2391,59 @@ def add_numbers(a: int, b: int) -> int:
 return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
 cache = {}
 def get_or_create_agent(session_id, user_id):
 key = f"{session_id}/{user_id}"
 if key not in cache:
 # Create an agent for the given session_id and user_id
 cache[key] = Agent(
 model=load_model(),
 session_manager=get_memory_session_manager(session_id, user_id),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
 )
 return cache[key]
 return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
 model=load_model(),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
 log.info("Invoking Agent.....")

{{#if hasMemory}}
 session_id = getattr(context, 'session_id', 'default-session')
 user_id = getattr(context, 'user_id', 'default-user')
 session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

 with mcp_client as client:
 # Get MCP Tools
 mcp_tools = client.list_tools_sync()
 agent = get_or_create_agent(session_id, user_id)

 # Create agent
 agent = Agent(
 model=load_model(),
{{#if hasMemory}}
 session_manager=session_manager,
{{/if}}
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+mcp_tools
 )
 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]
 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]


if __name__ == "__main__":
 app.run()"
 app.run()
"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/mcp_client/client.py should match snapshot 1`] = `
Expand Down

67 changes: 40 additions & 27 deletions
src/assets/python/strands/base/main.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,3 @@
import os
from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
Expand All@@ -10,8 +9,6 @@
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -25,39 +22,55 @@ def add_numbers(a: int, b: int) -> int:
 return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
 cache = {}
 def get_or_create_agent(session_id, user_id):
 key = f"{session_id}/{user_id}"
 if key not in cache:
 # Create an agent for the given session_id and user_id
 cache[key] = Agent(
 model=load_model(),
 session_manager=get_memory_session_manager(session_id, user_id),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
 )
 return cache[key]
 return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
 model=load_model(),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
 log.info("Invoking Agent.....")

{{#if hasMemory}}
 session_id = getattr(context, 'session_id', 'default-session')
 user_id = getattr(context, 'user_id', 'default-user')
 session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

 with mcp_client as client:
 # Get MCP Tools
 mcp_tools = client.list_tools_sync()
 agent = get_or_create_agent(session_id, user_id)

 # Create agent
 agent = Agent(
 model=load_model(),
{{#if hasMemory}}
 session_manager=session_manager,
{{/if}}
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+mcp_tools
 )

 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))
 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

async for event in stream:
# Handle Text parts of the response
if "data" in event and isinstance(event["data"], str):
yield event["data"]
 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]


if __name__ == "__main__":
 app.run()
 app.run()
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

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Make Strands template Agent sessionful#216

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 Merged

AlexanderRichey
merged 2 commits into

from

Feb 10, 2026
 Merged


Make Strands template Agent sessionful
#216
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d8fc90f

make strands template agent sessionful

Feb 9, 2026
95b85e3

use agent factory pattern in strands memory template

Feb 10, 2026

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70 changes: 42 additions & 28 deletions
src/assets/__tests__/__snapshots__/assets.snapshot.test.ts.snap

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -2367,8 +2367,7 @@ Thumbs.db"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/main.py should match snapshot 1`] = `
"import os
from strands import Agent, tool
"from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
from mcp_client.client import get_streamable_http_mcp_client
Expand All@@ -2379,8 +2378,6 @@ from memory.session import get_memory_session_manager
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -2394,42 +2391,59 @@ def add_numbers(a: int, b: int) -> int:
 return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
 cache = {}
 def get_or_create_agent(session_id, user_id):
 key = f"{session_id}/{user_id}"
 if key not in cache:
 # Create an agent for the given session_id and user_id
 cache[key] = Agent(
 model=load_model(),
 session_manager=get_memory_session_manager(session_id, user_id),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
 )
 return cache[key]
 return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
 model=load_model(),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
 log.info("Invoking Agent.....")

{{#if hasMemory}}
 session_id = getattr(context, 'session_id', 'default-session')
 user_id = getattr(context, 'user_id', 'default-user')
 session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

 with mcp_client as client:
 # Get MCP Tools
 mcp_tools = client.list_tools_sync()
 agent = get_or_create_agent(session_id, user_id)

 # Create agent
 agent = Agent(
 model=load_model(),
{{#if hasMemory}}
 session_manager=session_manager,
{{/if}}
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+mcp_tools
 )
 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]
 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]


if __name__ == "__main__":
 app.run()"
 app.run()
"
`;

exports[`Assets Directory Snapshots > Python framework assets > python/python/strands/base/mcp_client/client.py should match snapshot 1`] = `
Expand Down

67 changes: 40 additions & 27 deletions
src/assets/python/strands/base/main.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,4 +1,3 @@
import os
from strands import Agent, tool
from bedrock_agentcore.runtime import BedrockAgentCoreApp
from model.load import load_model
Expand All@@ -10,8 +9,6 @@
app = BedrockAgentCoreApp()
log = app.logger

REGION = os.getenv("AWS_REGION")

# Define a Streamable HTTP MCP Client
mcp_client = get_streamable_http_mcp_client()

Expand All@@ -25,39 +22,55 @@ def add_numbers(a: int, b: int) -> int:
 return a+b
tools.append(add_numbers)


{{#if hasMemory}}
def agent_factory():
 cache = {}
 def get_or_create_agent(session_id, user_id):
 key = f"{session_id}/{user_id}"
 if key not in cache:
 # Create an agent for the given session_id and user_id
 cache[key] = Agent(
 model=load_model(),
 session_manager=get_memory_session_manager(session_id, user_id),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
 )
 return cache[key]
 return get_or_create_agent
get_or_create_agent = agent_factory()
{{else}}
# Create agent
agent = Agent(
 model=load_model(),
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+[mcp_client]
)
{{/if}}


@app.entrypoint
async def invoke(payload, context):
 log.info("Invoking Agent.....")

{{#if hasMemory}}
 session_id = getattr(context, 'session_id', 'default-session')
 user_id = getattr(context, 'user_id', 'default-user')
 session_manager = get_memory_session_manager(session_id, user_id)
{{/if}}

 with mcp_client as client:
 # Get MCP Tools
 mcp_tools = client.list_tools_sync()
 agent = get_or_create_agent(session_id, user_id)

 # Create agent
 agent = Agent(
 model=load_model(),
{{#if hasMemory}}
 session_manager=session_manager,
{{/if}}
 system_prompt="""
 You are a helpful assistant. Use tools when appropriate.
 """,
 tools=tools+mcp_tools
 )

 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))
 # Execute and format response
 stream = agent.stream_async(payload.get("prompt"))

async for event in stream:
# Handle Text parts of the response
if "data" in event and isinstance(event["data"], str):
yield event["data"]
 async for event in stream:
 # Handle Text parts of the response
 if "data" in event and isinstance(event["data"], str):
 yield event["data"]


if __name__ == "__main__":
 app.run()
 app.run()
Loading