A Deep Dive into an AWS OpenSearch + Bedrock + Chainlit RAG Pipeline Introduction This article explains how to build a question-answering system that processes PDF and Video Text Track (VTT) files, index them in AWS OpenSearch, and serve fast answers to users. It uses AWS Bedrock (Anthropic Claude) for language processing and Chainlit for a chat-based interface; through this, […]
Electricity powers modern civilization, enabling technological advancements and industrial growth. Its journey from generation to end-users involves intricate systems of infrastructure and management. This whitepaper explores the critical stages of this journey — generation, transmission, and distribution — while examining the transformative potential of Distributed Energy Resources (DERs) and Distributed Energy Resource Management Systems (DERMS). […]
AI Acceleration with Pluton Bioscience If you’ve ever had to navigate a complex research process, you likely understand the challenges of sifting through vast amounts of information to find specific, valuable insights. Our partners at Pluton Biosciences have faced similar hurdles in their work. These research processes, while essential for gaining critical knowledge, can be […]
Introduction HireBot is a chatbot designed to streamline the initial screening process of candidate resumes and profiles for recruiters and hiring managers. It leverages natural language processing to interpret resumes, allowing users to query candidate information through a natural language interface. The primary issue HireBot addresses is the time-consuming nature of manual resume screening, reducing […]
Generally and historically, data engineering, analytics, and science efforts focused on progressing from data to knowledge/wisdom. The emergence of LLMs allows for the decomposition of wisdom/knowledge back down to data. This can enable novel discovery, integrate with information systems, and drive automated processes. GenAI Categories Generation: Use bedrock models to create code, text, or images […]