Ashish Abraham

A Step-by-Step Guide to Document Querying with Indexify Ashish Abraham · Follow Published in Towards Data Science · 13 min read · 22 hours ago — Photo by Tierra Mallorca on Unsplash TLDR: Traditional data extraction methods often miss deeper insights from unstructured content, particularly in the real estate sector. This article explores using Indexify, an open-source framework for real-time, multi-modal data extraction, to better analyze property documents. You’ll learn to set up Indexify, including

A deep dive into LLM quantization and techniques Ashish Abraham · Follow Published in Towards Data Science · 15 min read · 9 hours ago — Photo by Siednji Leon on Unsplash LLMs on CPU? Yes, you heard it right. From handling conversations to creating its own images, AI has come a long way since its beginnings. But it came with a bottleneck. As the models expanded, so did their computational demands. AI began to