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"""Minimal agentmemory usage via iii-sdk.

Prerequisites:

pip install iii-sdk

npx -y @agentmemory/agentmemory # daemon at ws://localhost:49134

Run:

python examples/python/quickstart.py

"""

from iii import register_worker

def main() -> None:

iii = register_worker("ws://localhost:49134")

iii.connect()

iii.trigger(

{

"function_id": "mem::remember",

"payload": {

"project": "demo",

"title": "auth-stack",

"content": "Service uses HMAC bearer tokens; refresh every 24h.",

"concepts": ["auth", "hmac", "refresh"],

},

}

)

hits = iii.trigger(

{

"function_id": "mem::smart-search",

"payload": {

"project": "demo",

"query": "how do tokens refresh",

"limit": 5,

},

}

)

for memory in hits.get("results", []):

print(f"[{memory.get('score', 0):.3f}] {memory.get('title')}: {memory.get('content')}")

if __name__ == "__main__":

main()