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from strands import Agent, tool
from strands.multiagent.a2a.executor import StrandsA2AExecutor
from bedrock_agentcore.runtime import serve_a2a
from model.load import load_model
{{#if hasMemory}}
from memory.session import get_memory_session_manager
{{/if}}
{{#if sessionStorageMountPath}}
import os
{{/if}}
@tool
def add_numbers(a: int, b: int) -> int:
"""Return the sum of two numbers."""
return a + b
tools = [add_numbers]
{{#if sessionStorageMountPath}}
SESSION_STORAGE_PATH = "{{sessionStorageMountPath}}"
def _safe_resolve(path: str) -> str:
"""Resolve path safely within the storage boundary."""
resolved = os.path.realpath(os.path.join(SESSION_STORAGE_PATH, path.lstrip("/")))
if not resolved.startswith(os.path.realpath(SESSION_STORAGE_PATH)):
raise ValueError(f"Path '{path}' is outside the storage boundary")
return resolved
@tool
def file_read(path: str) -> str:
"""Read a file from persistent storage. The path is relative to the storage root."""
try:
full_path = _safe_resolve(path)
with open(full_path) as f:
return f.read()
except ValueError as e:
return str(e)
except OSError as e:
return f"Error reading '{path}': {e.strerror}"
@tool
def file_write(path: str, content: str) -> str:
"""Write content to a file in persistent storage. The path is relative to the storage root."""
try:
full_path = _safe_resolve(path)
parent = os.path.dirname(full_path)
if parent:
os.makedirs(parent, exist_ok=True)
with open(full_path, "w") as f:
f.write(content)
return f"Written to {path}"
except ValueError as e:
return str(e)
except OSError as e:
return f"Error writing '{path}': {e.strerror}"
@tool
def list_files(directory: str = "") -> str:
"""List files in persistent storage. The directory is relative to the storage root."""
try:
target = _safe_resolve(directory)
entries = os.listdir(target)
return "\n".join(entries) if entries else "(empty directory)"
except ValueError as e:
return str(e)
except OSError as e:
return f"Error listing '{directory}': {e.strerror}"
tools.extend([file_read, file_write, list_files])
{{/if}}
SYSTEM_PROMPT = """
You are a helpful assistant. Use tools when appropriate.
{{#if sessionStorageMountPath}}
You have persistent storage at {{sessionStorageMountPath}}. Use file tools to read and write files. Data persists across sessions.
{{/if}}
"""
{{#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:
cache[key] = Agent(
model=load_model(),
session_manager=get_memory_session_manager(session_id, user_id),
system_prompt=SYSTEM_PROMPT,
tools=tools,
)
return cache[key]
return get_or_create_agent
get_or_create_agent = agent_factory()
agent = get_or_create_agent("default-session", "default-user")
{{else}}
agent = Agent(
model=load_model(),
system_prompt=SYSTEM_PROMPT,
tools=tools,
)
{{/if}}
if __name__ == "__main__":
serve_a2a(StrandsA2AExecutor(agent))