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This is brilliant. Congratulations. I have just added the capability for getting insights from SQL databases in opencraftai.com, as it is an AI personal assistant. But, I can fathom the amount of engineering work it must have taken you guys to get this going. kudos!


I am really surprised that it takes 20-ish seconds to answer. Also, it can only help with basic Q&A. You should checkout opencraftai.com - it is light years ahead. however, it is a personal AI assistant, and not a customer facing chatbot.


I think there are many layers to this discussion. AI models are already commodity, but, their usage drives the demand for cloud and compute. The big players are Microsoft and Google, and they will win in this race. Microsoft owns 49% of OpenAI already. Google is quietly working on reducing the size of its models. They recently came up with a very small model that outperforms chatGPT 3.5; I have also built a wrapper (as you call it) called opencraftai.com, and for me, its a win if the models improve and get commoditised.


While AI tools like Ninja AI and OpenCraft AI can automate routine programming tasks, they cannot fully replace the nuanced problem-solving and system design skills that programmers provide. These AI assistants enhance productivity but still require human oversight for strategic decisions and creative solutions. As AI integrates more into development, programmers may shift towards roles that focus on directing AI operations and tackling complex challenges that require human insight. Thus, while AI will transform programming, it will not make human programmers obsolete but rather evolve their roles in the industry.


1. build something that becomes better as AI models improve (like opencraftai.com, perplexity.com) 2. build something useful


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