https://somiljain7.github.io Personal blog by Somil Jain https://somiljain7.github.io/post/blog-post-9 Wed, 15 Oct 2025 00:00:00 GMT ### Is My RAG System Over-Engineered? I Tested It. If you're building with Large Language Models, you've probably heard of Retrieval-Augmented Gene https://somiljain7.github.io/post/blog-post-8 Thu, 09 Oct 2025 00:00:00 GMT # I Benchmarked 6 Vector Databases for RAG — Here’s What Surprised Me Most If you’ve ever worked with LLMs, you’ve probably hit the same wall I di https://somiljain7.github.io/post/blog-post-7 Thu, 25 Sep 2025 00:00:00 GMT # The Papers That Built ABCs of LLMs *From sequence-to-sequence models to transformers that changed everything* --- ## Timeline of Innovation | D https://somiljain7.github.io/post/blog-post-6 Tue, 23 Sep 2025 00:00:00 GMT ### CNNs ,RNNs and LSTM | Paper https://somiljain7.github.io/post/blog-post-5 Sun, 09 Feb 2025 00:00:00 GMT Welcome to the wonderfully wacky world of AI image generation, where noise isn’t just unwanted static—it’s the secret sauce that transforms raw data https://somiljain7.github.io/post/blog-post-4 Fri, 09 Aug 2024 00:00:00 GMT I've been looking into getting started with using transformers for speech. I've been doing some reading and attended a talk where I learned about usin https://somiljain7.github.io/post/blog-post-3 Thu, 11 Apr 2024 00:00:00 GMT ====== I was checking out few repositories for Language translation and came across set of following keywords which got me more interested towards c https://somiljain7.github.io/post/blog-post-1 Wed, 21 Feb 2024 00:00:00 GMT A Deep Dive into Automatic Speech Recognition Technology ====== ASR, or automatic speech recognition, is a technology that aims to convert spoken ut https://somiljain7.github.io/post/blog-post-2 Tue, 12 Dec 2023 00:00:00 GMT Getting started with Whisper by OPENAI ====== Whisper is a cutting-edge speech recognition model developed by OpenAI in October 2022. Its primary pur