PinnedUsha Rengaraju·Oct 2, 2024GraphRAG using NVIDIA NIM for Medical Documents QA ChainGraphRAG (Graph-based Retrieval Augmented Generation) is a technique that combines graph-based data structures with Retrieval Augmented…A response icon1A response icon1
PinnedUsha Rengaraju·Apr 26, 2024Combining Semantic Search with Elastic Search to improve search efficiency for Accessibility &…Traditional search engines rely on keyword matching, often missing the user’s intent. This example explores how semantic search, combined…
Usha Rengaraju·Apr 28When Your Custom TPU Kernel Doesn’t Beat the Compiler — and Why That’s Still a WinA walkthrough of the 9-stage Pallas optimization pipeline on Google’s v5e TPU, what the methodology looks like in practice, and what to do…
Usha Rengaraju·Nov 20, 2025🔬 Accelerating Gene Expression Analysis With Gemini 3: A Hands-On Walkthrough Using the Airway…Large language models are beginning to reshape how scientists explore biological data. Instead of manually sifting through tables, logs…
Usha Rengaraju·Oct 21, 2024Legal Research Assistant using Arctic and Llama3.1–405B in Snowflakes NotebooksLegal research, traditionally a time-consuming process that can take up to 6–8 hours, is being revolutionized with AI-powered tools. By…
Usha Rengaraju·Oct 19, 2024Credit Card Fraud Detection Using Snowflake-Arctic and StreamlitIn today’s rapidly evolving financial landscape, credit card fraud detection has become a critical focus for institutions to safeguard…
Usha Rengaraju·Oct 11, 2024RAG based Contextual Search Engine for Molecular Drug Discovery using Snowflake Artic LLM …Molecular drug discovery is a data-intensive field where researchers must shift through vast amounts of scientific literature, experimental…A response icon1A response icon1
Usha Rengaraju·Oct 10, 2024Automated Contract Analysis using Snowflake-Arctic and LlamaIn today’s fast-paced business environment, legal teams are often burdened with reviewing and analyzing complex contracts, a time-consuming…
Usha Rengaraju·Oct 1, 2024Building a Coding Assistant using Snowflake Notebooks and Gemma 2BIn this tutorial, we’ll guide you through the process of fine-tuning the Gemma 2B model for coding tasks using Snowflake Notebooks…
Usha Rengaraju·Jul 7, 2024Harnessing the Power of Snowflake Cortex AI for Training Large Language ModelsIn the rapidly evolving landscape of artificial intelligence, training large language models (LLMs) has become a cornerstone for advancing…
