Beyond AI 3 Buckets - · AI Developer Accelerator

Beyond AI 3 Buckets -

Hello folks,

The other day i was thinking about AI app use cases for majority of businesses that we study here and how to use the course to build an app.

So what i could see is that majority of the use cases fall into 3 categories Chat / Chat+RAG and AI Agents for x and y. Correct me if i am wrong there may be edge cases ( mine is i think) .

I would like to know your opinions and if this bucket logic works or not. Also since I think 🤔 my use case is an edge case i cannot wrap my head around the vision problem.

The thought comes from developing a solution for my own domain of construction as we need to do read pdf drawings which are plotted from cad applications. Also the data is available in excel sheets. The thing is i am not sure about the selection of ai model selection for vision purpose since i tested this with gemini chatgpt or claude and all of it majorly failed to extract the data against my instruction prompt so the whole logic of app fails. In such cases how can i approach this problem? Any thoughts ideas? Fine tuning etc? Also system architecture?

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