Building RAG Solutions with Azure AI Studio

Join Ziggy Zulueta - 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗠𝗩𝗣 𝗔𝗜, for an engaging and insightful webinar on "Building a Retrieval Augmented Generation Solution using Azure AI Studio"
In this session, we will delve into the process of creating a powerful retrieval augmented generation solution leveraging the capabilities of Azure AI Studio. Whether you're a developer, data scientist, or AI enthusiast, this webinar will provide valuable insights and practical tips for designing and implementing effective solutions.
Don't miss this opportunity to enhance your skills and explore the potential of Azure AI Studio for advanced AI projects!

[@abdelrahmanhamdy5642]

But how we can add some meta-data like the main source of the data, the location if we have different fees for different locations

[@ThùyNguyễn-d6r]

Hi sir, Thank you for your sharing but i have a problem:When I chat with the playground screen after I have imported the data using the azure blob storage method it still doesn't give me the correct results. Is the problem due to index?

[@michaeldanieal0342]

Hi sir , how can we maintain the context with this method? such as
1. what is 2+2? Ans:4
2.Multiply it by 10. Ans:40
And can we use this to do calculations on structured data (such as excel) ?

[@八餅]

Thank you for your sharing in this great presentation!
I want to ask a question encountered in real world practice.
When we have a pre-trained embedding model, and then I want to incrementally add some new documents with both existing words that can be used as context, and new words that never appeared in original model.
Are there some techniques to generate embedding for the new words without changing existing words' embedding?
Thank you!

[@Damathus]

Hey, thank you very much for this great content.
I have a question though: I noticed that the responses in the AI Studio Playground come with cklickable Links to the sources but the source references given are not cklickable in Teams when you deployed it. Do you know how to deploy it in a way that the source references are clickable?

[@mekasamshaikh]

Good question, will come back soon!

[@Damathus]

@@mekasamshaikh Hey there, just wanted to get back to this topic and ask whether you found a solution yet?

[@Damathus]

In case anyone cares, I found the issue. The system prompt in the generateReply node states the citation format as [doc1], [doc2] etc. multiple times. I adapted both the system prompt and role_info to use the filepath (or title) and now it works