I want the chatbot to give me graph output including the text, but I don't see a way to do that. Could you help me with that?

Question

I am creating a chatbot by using Azure OpenAI service in Azure Open AI Studio and when the chatbot is providing me the output, it is providing the output in the form of text, I also want graphs in the output. I tried exploring the integration of graphs from the Azure Open AI Service and Power BI, but I could not find a way. I want to integrate graphs in the chatbot provided by Azure. Please help me with that.

Answer 1

Hi Kirti Rattan

I guess azure OpenAI service primarily focuses on natural language processing and generation, and it doesn't support graph generation or visualization. you can try adding the graph as an image and try it as below

Use a different service to generate the graphs based on the data you want to visualize. Tools like Matplotlib, Plotly, or Seaborn in Python are popular for creating graphs. You can run this code in your Azure environment that supports your preferred graphing library. Once you have the graph, you can embed it in your chatbot's response. This depends on the platform where your chatbot is deployed. If it's a web-based chatbot, you can include image URLs or embed HTML containing the graph. If it's a different type of interface, you'll need to find a way to display images or visualizations.

The code below will convert ur graph to image.

import matplotlib.pyplot as plt
import numpy as np

# Generate data
x = np.linspace(0, 10, 100)
y = np.sin(x)

# Create a plot
plt.plot(x, y)
plt.title('Sin Wave')

# Save the plot as an image
plt.savefig('sin_wave.png')

If this helps kindly accept the answer thanks much.