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Fix Jupyter image display example #191

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Fix Jupyter image display example #191

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10 changes: 9 additions & 1 deletion phases/00-setup-and-tooling/05-jupyter-notebooks/docs/en.md
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Expand Up @@ -173,10 +173,18 @@ plt.show()

The plot appears right below the cell. This is why notebooks dominate AI work. You see the data, the plot, and the code together.

For images:
For images, make sure the file exists before displaying it. This example creates a small placeholder image first:

```python
import matplotlib.pyplot as plt
from IPython.display import Image, display

plt.figure(figsize=(6, 3))
plt.text(0.5, 0.5, "Architecture Diagram", ha="center", va="center", fontsize=18)
plt.axis("off")
plt.savefig("architecture.png", bbox_inches="tight", dpi=150)
plt.close()

display(Image(filename="architecture.png"))
```

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