Mar 31 · 15 min read · A deep dive into how I designed and deployed a 4-agent GenAI pipeline using Azure OpenAI, Python, and Streamlit — with real data, function calling, and a production-ready dashboard. Introduction Wha
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Mar 27 · 6 min read · Why Vector Databases Matter – My Deep‑Dive into ANN Indexes and Metrics I spent the afternoon wrestling with a simple RAG prototype. I could generate embeddings with sentence‑transformers in a few seconds, but as soon as I tried to query a few thousa...
Join discussionFeb 13 · 2 min read · Introduction For years, computers only followed rules. They calculated numbers and completed fixed tasks. But now, something has changed.Businesses want faster ideas. Creators want smart tools. Customers expect better experiences. This pressure creat...
Join discussionFeb 4 · 13 min read · Foundations of Gen AI and Prompt Engineering A Good Prompt A combination of instruction, context, input and output indications. instruction: tell the model what to do context: provide background information, examples and or domain knowledge input ...
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