Build a Retrieval Augmented Generation AI App using Gemini | Easy RAG on your data no code

[@Pythonology]

great video. learning Vertex AI, so subscribed and have watched quite a few of your videos. Some video ideas: GDPR compliance and vertex ai if you have a startup in Europe? it would be great to see the process of integrating generative ai to a website. Also, how would you charge a client using some of these services on your own website?

[@LevelUp_Plus]

Hi thanks for watching, and the feedback. to integrate to your website should be relatively straightforward with Vertex AI, especially the RAG app and the chatBot videos I made which show how to do it. For charging users, that would depend on the volumes, the type of data and how valuable it is - would people pay to access your information... you could get some ballparks and then do beta tests and see if people bite on the content. GDPR I am still working through, audience on KZbin seems to not worry about GDPR and compliance or governance... but because the solution is in Google Cloud, which is a cloud compliant technology for government and private sector, the architecture will pass with some fine tuning.

[@ssrajesh74]

Excellent video. How to access the agent builder search via API

[@ai-pply]

Thanks for the great video! I would love it if the app had some kind of hyperlink to the location of the reference rather than just list the page number. Do you know also if google shares the equivalent API request to use in say python?

[@LevelUp_Plus]

HI thanks for watching, there is options you can configure in the app. Have a go with the options. Yes, there is API connections from what i could see, I have not explored those in detail yet.

[@nishantb80]

So when you ask for 10 steps , it's not providing steps. It's just providing documents that contain the contents. Please correct me if I missed something. Also, please make a video on creating an app so that registered users or only subscribers can log in to the app.

[@LevelUp_Plus]

Hi thanks for watching, the prompt you type will help solve the retrieval of the data you need. so try different prompts (just like in a chatBot). Thanks for the feedback and suggestion!

[@bastabey2652]

the missing elephant in the room.. we need the real cost of the query as the # of characters or tokens, input / output

[@amrpyt]

is it completely free?

[@LevelUp_Plus]

Hi, thanks for watching. For the pricing, you will be charged storage costs of the data and your information you uploaded or indexed. For this example it was low cents per day. The second part of the costing is per query your chatbot does, you can check latest pricing from google here: cloud.google.com/generative-ai-app-builder/pricing. At the moment there is free credits applied, so be sure to use those.