Bibhash's Dev Blog

February 19, 2026 5 min read

Beyond Vanilla RAG: A Complete Guide to State-of-the-Art Retrieval-Augmented Generation

rag retrieval-augmented-generation llm

A comprehensive playbook for upgrading from vanilla RAG to state-of-the-art document QA -- covering contextual embeddings, hybrid retrieval, reranking, GraphRAG, and self-correc...

AI

April 22, 2021 3 min read

Unlocking Multi-Omics Analysis with proEMOGI: A PyTorch Implementation

python deep-learning pytorch

A deep dive into proEMOGI, a modern PyTorch implementation of the EMOGI cancer gene prediction algorithm.

AI

June 07, 2020 4 min read

proGENTRL: PyTorch Lightning Implementation for Molecule Generation

deep-learning pytorch pytorch-lightning

A PyTorch Lightning implementation of GENTRL for generating novel molecules using VAE and Reinforcement Learning.

Deep Learning