Integrate Flask API with Azure QnA Maker.

Question

Hello Team,

The problem statement is that I need to answer user questions based on data stored in the SQL Databse(Project management-related data). I can't use the Open AI service from Azure and I have also already tried the Azure search service but the accuracy is not good.

So I have used lang chain to create a solution and then integrated it as an API and deployed it in the Azure web app service.

Now I want to create a chatbot that can consume this Flask API and respond to user questions.

I also tried Azure QnA maker but didn't find a way to integrate that with Flask API.

Can you please let me how I can achieve this?

Answer 1

Hello Askash,

Thanks for reaching out to us, I think you can try Azure AI Language Service to achieve your goal, please check on below document - https://learn.microsoft.com/en-us/azure/ai-services/language-service/conversational-language-understanding/quickstart?pivots=language-studio

https://learn.microsoft.com/en-us/azure/ai-services/language-service/conversational-language-understanding/overview#human-assistant-bots

After training your model, you can deploy it then you should be able to use it.

I hope this helps.

Regards,

Yutong

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