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Sep 6, 2025 · 6 min read · This blog post is connected to my earlier post here https://waqassiddiqi.com/from-text-to-charts-generative-ui-using-assistant-ui in which I documented the UI part - This post here talks about what happens under-the-hood when user asks questions like...
Join discussionAug 30, 2025 · 3 min read · Introduction Large Language Models (LLMs) like GPT are changing how we interact with systems. They can generate human-like answers, write summaries, and even reason across documents. But there is a catch: LLMs don’t know your company’s data, asking a...
Join discussionAug 29, 2025 · 2 min read · The Streaming Hype “Real-time” is one of those phrases that shows up almost every time some one is talking about data platforms. It sounds impressive and essential. But the reality? Most teams do not actually need true real-time streaming. When Strea...
Join discussionAug 29, 2025 · 3 min read · Data pipelines are the backbone of modern platforms, but they come at a cost. Costs creep in through compute, storage, and networking — and unless they are being monitored, they show up not in design docs, but in the cloud bill. For small and busy te...
Join discussionAug 29, 2025 · 3 min read · For busy data team like ours, the priority has always been to keep the platform reliable and fast while delivering new features. But reliability is not just about performance, it is about security as well. Parts of our data pipeline and live inferenc...
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