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How to build and deploy a portable AI agent that uses a managed memory service

seroter.com · published 14 October 2025

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https://github.com/google/adk-python

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https://cloud.google.com/vertex-ai/generative-ai/docs/agent-engine/memory-bank/overview

cloud.google.com

https://cloud.google.com/run/docs/overview/what-is-cloud-run

cloud.google.com

https://cloud.google.com/vertex-ai/generative-ai/docs/agent-engine/overview

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https://github.com/rseroter/career-agent-with-memory/

github.com

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seroter.com

https://google.github.io/adk-docs/tools/built-in-tools/

google.github.io

https://google.github.io/adk-docs/sessions/

google.github.io

https://github.com/GoogleCloudPlatform/generative-ai/blob/main/agents/agent_engine/memory_bank/get_started_with_memory_bank_on_adk.ipynb

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https://google.github.io/adk-docs/callbacks/

google.github.io

https://google.github.io/adk-docs/deploy/agent-engine/

google.github.io

https://seroter.com/wp-content/uploads/2025/10/2025.10.14-memory-02.png

seroter.com

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seroter.com

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seroter.com

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seroter.com

https://cloud.google.com/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines

cloud.google.com

https://seroter.com/wp-content/uploads/2025/10/2025.10.14-memory-06.png

seroter.com

https://github.com/google/adk-python/blob/6da727485898137948d72906d86d78b6db6331ac/src/google/adk/cli/cli_deploy.py

github.com

https://seroter.com/wp-content/uploads/2025/10/2025.10.14-memory-07-1.png

seroter.com

https://github.com/google/adk-python/blob/6da727485898137948d72906d86d78b6db6331ac/src/google/adk/cli/adk_web_server.py

github.com

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https://cloud.google.com/free

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