Producing Highly effective Visualizations with Azure’s OpenAI Assistant API

Hiya everybody, Right this moment we are going to learn to create one of the best visualizations by way of the assistant API in Azure Openai API.

Step 1. If you wish to create one of the best visualization by way of the Assistant API, it’s good to create one deployment within the Assistant API playground.

As soon as the deployment is accomplished, we have to go for a number of extra steps. I have to information you thru the remaining steps as effectively.

Assistant setup

Within the Assistant playground, we have to set the assistant.

To arrange the assistant, we have to point out some particulars, First, we have to add the deployment identify as per your request.

Step 2. When you arrange the deployment identify, it’s good to add some extra particulars. Add the assistant identify within the clean subject and likewise add some directions as per your enter information.

Step 3. After you enter the instruction particulars, then, you go for including some assistant instruments to your deployment mannequin.

Right here, it’s good to add some extra particulars to your mannequin, it’s good to add any capabilities as per your requirement.

Then it’s essential to and will allow the “CODE INTERPRETER”. As soon as you’ll be able to allow that operate then solely you’ll be able to capable of create the visualization.

Lastly, it’s good to add some enter information if you wish to work together with these capabilities and get some finest visuals primarily based in your enter information.

Notice. You may add the enter information as much as 20 information with a max dimension of 512 MB.

Step 4. Then you’ll be able to faucet on the “SAVE” Button on the high of the web page, then solely you’ll be able to make the most of this playground.

Step 5. After Saving your operate. You may see the playground now. I simply gave a ‘Hello’ immediate, and instantly I bought the response.

Now, I want so as to add some enter uncooked information of scholars’ marks, and I have to ask to create a bar graph.

Step 6. I gave one immediate like “some uncooked information itemizing the marks of 5 college students (Prathap, Lokesh, Mounika, Sarada, Jana) in six topics (Maths, Physics, Chemistry, Biology, English, Historical past)”

Pupil   Maths  Physics  Chemistry  Biology  English  Historical past
--------------------------------------------------------------
Prathap   78     65       81         72       88       76
Lokesh    85     72       78         82       90       84
Mounika   68     81       74         85       78       62
Sarada    90     85       76         88       65       72
Jana      75     68       82         70       85       80

The above immediate I simply gave to this mannequin, I bought some responses like this to see under.

And once more, I gave yet one more immediate: “Please create a bar graph primarily based on the information “. I bought some response

Based mostly on my uncooked enter information, I bought one of the best visualization by way of the assistant API playground. Not solely are you able to generate the bar. You may capable of create numerous visualizations.

Conclusion

General, the Assistant API empowers customers to unlock the potential of AI and successfully make the most of its capabilities to streamline workflows, make data-driven selections, and facilitate significant insights.