Thank you so much for this. It really opens one's eyes to the kind of things you can do with Azure AI and OpenAI. I can see how this could be a great tool for an organization that may not have report capabilities and need adhoc reports on a regular basis. I think the audience here, however, should think about the security implications as well. For instance: - how much trust should we place on queries coming directly from ChatGPT, should we allow it to execute against production database without review? - are the queries coming from ChatGPT secure, and optimized? - does the schema I send to ChatGPT become part of OpenAI training data? - could my schema end up being exposed to the world? These are some of the concerns I have as I explore AI solutions in general not just Azure AI. I can see this capability being built into a tool like PowerBI, so if I have a database hosted in Azure, and am using PowerBI for reporting, PowerBI already knows my schema, a model can be trained on my data, nothing get sent to OpenAI. That would be amazing!
@bmm8213
Жыл бұрын
I would love to see a guide on how to apply this to LOD / SparQL endpoints. That would be a huge step forward in democratizing information. That would potentially have a big impact on research.
@timokankaanpaa6762
11 ай бұрын
I would love to collaborate with you to solve our common problem to connect a graph end point. In case if you found already a solution please share!
@anony124
4 ай бұрын
this works only on small database , but it iwll not work if there are more than 15tables , because the schema will be huge and gpt models have limited number of tokens
@arpita0608
Ай бұрын
good point
@javaman04
7 ай бұрын
Nice session.. however we may need multiple tables/sources to really have a conversation with the data. Like Finances could be link to Sales table or to products table.
@thebuildreview
10 ай бұрын
Wouldn't this be easier to import your sql table view into Azure Cognitive Search and then use that in Azure Chat Playground...?
@arpita0608
Ай бұрын
Can I connect data warehouse like snowflake and do the same?
@bmm8213
Жыл бұрын
Sweet. So usefull.
@RobbieMraz
4 ай бұрын
Hi, by connecting Azure Open AI to a SQL DB, will have SQl DB a performance impact? Let's say that our company has a lot of integrations, we exploring Azure but we don't know if will performance let's say that we only want to bring Inventory/Finance Tables for now.
@arielbenjamin3253
5 ай бұрын
Does this LLM only work on top of Azure SQL, or could the data be in a SQL Server instance hosted on AWS ?
@hiramushtaq1054
8 ай бұрын
Can you please guide me I want to do calculations on my chatbot that is built on Azure openAi studio. How to do calculations? Like simple addition etc?
@thaithien3994
5 ай бұрын
I cannot Install dotenv package, and it return error message ModuleNotFoundError: No module named 'dotenv', please help
@shivchandrakumar2298
8 ай бұрын
I have multiple files how to our azure open ai chat bot refer multiple files
@jawadalam1515
Жыл бұрын
great session. Can we have the link for the source code, please?
@sandeepvuddagiri1418
8 ай бұрын
I am getting this error when I try to run the program. I have the key and deployed the model. "The API deployment for this resource does not exist. If you created the deployment within the last 5 minutes, please wait a moment and try again."
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