Beyond Vectors: A Deep Dive into Modern Search in QdrantYears back, I read a book called “I Thought I Knew How to Google”. It showed numerous ways in which we can write Google queries with operators like AND, NOT, quotation marks, and other tricks, to get relevant results for our keywords every time. It u...Dec 29, 2025 · 25 min readashishabraham.hashnode.dev
Designing Multimodal AI Search Engines for Smarter Online Retail“Wow, that shirt looks amazing. I want one just like it!” No brand name, no fashion jargon, not even the fabric. Just a guess and a quick search on Amazon. Instantly: thousands of options, all sizes, every color. One click, and it’s at your door the ...Aug 12, 2025 · 29 min readashishabraham.hashnode.dev
Exploring Vector Search for SQL DatabasesAnalyzing large databases with queries is an integral part of data-related jobs today. Whether you’re a seasoned data engineer building robust pipelines or a curious data analyst unraveling hidden patterns, the role requires good proficiency in SQL t...Feb 14, 2024 · 8 min readashishabraham.hashnode.dev
AI-Powered Social Search Using Qdrant DBIn the digital age where data is the new oil, search engines have become the compass guiding us through an ocean of information. Google has always been zealous in its mission to “Organize the world’s information making it useful and accessible”. As t...Dec 29, 2023 · 6 min readashishabraham.hashnode.dev
Finding Answers in Complex Standardization Documents Using Qdrant 📃In a recent survey conducted by cnvrg.io, they found that 44% of up-and-coming firms and startups consider generative AI to be indispensable to their growth. At present, owing to their constraints, a number of them opt for LLMaaS (LLM as a Service). ...Dec 24, 2023 · 8 min readashishabraham.hashnode.dev
