Use AI to chat with a NoSQL database! A simple intro.

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In this video we'll explore how to use AI to query and chat with a NoSQL database. We'll see how to use AI embeddings and vector searches to query a NoSQL Mongo DB database with sets of loosely structured data in a meaningful way. We'll also explore how to setup the Azure OpenAI and Mongo DB services, and explore key AI and architectural concepts.
Sample app GitHub repo: github.com/alex-wolf-ps/ai-ch...
Use AI to chat with a relational SQL database: • Use AI to chat with a ...
Use AI to chat with your document data: • Learn Azure OpenAI - C...
Build a simple AI powered app: • Learn Azure OpenAI - B...
Azure OpenAI overview: • Learn Azure OpenAI - G...
00:00:00 - Intro
00:01:09 - App Demo
00:04:56 - Essential AI Concepts
00:08:00 - Coding tour & exploration
00:19:00 - Azure resources setup
00:21:25 - Conceptual diagrams

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Опубликовано:

13 июл 2024

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Комментарии : 9

@user-jq1wm1ru1p 3 месяца назад

Great video really cool concept that has a ton of applicable use cases.

@CtrlGame 3 месяца назад

Really helpful!

@alexthecodewolf 3 месяца назад

Glad it helped!

@CtrlGame 3 месяца назад

Can I use the MongoDB from the official MongoDB website, without making an Azure Cosmos DB?

@alexthecodewolf 3 месяца назад

I think so! Official Mongo DB also has Vector search capabilities so everything should work pretty much the same, I just used Azure since it's easy to set up. You might have to do some digging to figure out which tiers or skus of MongoDB support what you need though, I'm not familiar with the capabilities custom or vanilla installs of Mongo.

@CtrlGame 3 месяца назад

@@alexthecodewolf Thanks for the fast answer

@saroshwadia 3 месяца назад

Great video 🙂- Could we store the data in Azure SQL instead? Which will be faster? Thx

@alexthecodewolf 3 месяца назад

Thanks! You can use Azure SQL but with a different approach since that's a relational SQL database. I have another video on my channel that goes over one way to accomplish that - you can also partially achieve this result by hooking up a search service to your Azure SQL database, which can index tables or views and make them queryable like this - I've actually been wanting to make a video about that too.

@saroshwadia 3 месяца назад

@@alexthecodewolf It would be great if you could make a video about that too 🙂