4d ago · 8 min read · In modern web applications, handling heavy workloads such as generating AI powered resume feedback, parsing multi-page documents, or performing complex scoring calculations requires a design that neve
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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...
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