Advanced RAG: Layout Aware and multi-document RAG.Retrieval Augmented Generation is the hot trend in the current GEN-AI space. While there are a lot of out of the box solutions that focus…Jan 24Jan 24
DOLA: decoding strategy to make LLMs less prone to hallucinate.LLM hallucinations are not that well studied and undestood. The DOLA paper from MIT and Microsoft titled “DECODING BY CONTRASTING LAYERS…Dec 8, 2024Dec 8, 2024
A guide to hybrid search (using Splade) in Qdrant vector databaseVector data bases are hot commodity now, owing to thier widespread use in RAG and other NLP applications. In this blog, we will cover how…Dec 1, 2024Dec 1, 2024
How to generate text using Large Language models: A guide to custom text generationMost of us are aware and use the text generation pipeline that is available on Hugging Face Transformers library. But in production…Sep 19, 2024Sep 19, 2024
Introduction to basic computer vision 1 -Basic operations with OpenCVThis article will cover the basic operations on images with OpenCVAug 6, 2024Aug 6, 2024
Understanding Large Language Models : Chapter 1- Transformers and Transformer block.Large Language Models (LLMs) have taken the world by storm,especially after the public release of GPT based Chat-GPT. The application has…Jul 19, 2024Jul 19, 2024
Prompt Engineering 101 : The principles to writing effective prompts for Large Language ModelsIntroductionJun 24, 2024Jun 24, 2024
Loading Multi-band satellite images in tensorflow data pipelinesUsing custom functions for doing some preprocessing of input data in tf data pipelines can be a daunting task, especially if you don’t know…Sep 1, 2022Sep 1, 2022
Collection of web resources for Open LearningThe following is a collection of open courses and books I have audited/read over the years.Aug 28, 20221Aug 28, 20221
