Interactive charts in Chainlit

import plotly.graph_objects as go
import json

# After getting final_result with graph_json...
if final_result.get('needs_graph') and final_result.get('graph_json'):
    # Parse JSON back to Plotly figure
    fig = go.Figure(json.loads(final_result['graph_json']))

    # Create Chainlit Plotly element
    graph_element = cl.Plotly(
        name=f"{final_result.get('graph_type', 'chart')}_visualization",
        figure=fig,
        display="inline"
    )

    # Send message with the chart element
    await cl.Message(
        content=f"**Interactive Visualization ({final_result.get('graph_type')} Chart)**\n"
                "Hover over the chart for details, zoom, and pan!",
        elements=[graph_element]
    ).send()