[Bug]: some examples agent Engine wtih google cloud sql not working in google colab

### File Name

/generative-ai/blob/main/gemini/agent-engine/tutorial_langgraph.ipynb

### What happened?

agent Engine wtih google cloud sql it getting error not found, and other examples are using cloud sql

### Relevant log output

```shell

```

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