FlyngLlama: Combining Robyn and LlamaIndex for Intelligent Document Analysis

A document-devouring llama with Robyn wings that soars through your data! Performance Optimized Retrieval Augmented Generation Introduction In today’s data-driven environment, organizations are challenged to extract meaningful insights from their vast collections of documents. The ability to quickly locate precise information in sources such as legal contracts, research papers, knowledge bases, and technical documentation is […]

Indexing at Scale: Real-World Lessons from an Amazon Q Business POC

Introduction In today’s data-driven world, the ability to efficiently index vast amounts of information is a game-changer. During our QBusiness Proof of Concept (POC), we at New Math Data embarked on a journey that tested our strategies for handling hundreds of thousands of documents and gigabytes of data — all while ensuring security and accuracy […]

Computer Vision: Image Generator Networks

ChatGPT Generated Understanding of this Article A Look at the Core Concepts and How T2I has Evolved I am a Machine Learning Engineer by trade and a Computer Vision scientist by education, so any use case where computers are trying to learn the wonderful world outside (machine learning), primarily using visual information (computer vision) gives […]

Needle in a Haystack: A Rag Architecture and Use Case for Biotech

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 […]

Core Concepts for Small Language Models

Foundational Computational Linguistics Concepts and how they relate to Language Models LLMs are all the rage, and to use them effectively as engineers and users of any kind we could benefit from thinking about them in the context of some core Natural Language Processing (NLP) concepts. At New Math Data, we’ve been building a lot […]

Transforming Patient Notes into Structured Data with Generative AI

Introducing MediStruct AI Transcription Tool Introduction Transcribing and organizing patient visit notes is a time-consuming process that can lead to errors and inefficiencies. Enter MediStruct, an AI-powered solution designed to automate the extraction of structured data from patient notes. By leveraging cutting-edge generative AI, MediStruct simplifies the transformation of free-form text into organized, structured records. […]

Leveraging Sentiment Analysis for Informed Investment Decisions

A Practical Guide Introduction In today’s fast-paced financial markets, information is power. Every news article, analyst report, and social media post has the potential to influence investor sentiment and, in turn, impact stock prices. For investors and financial analysts, understanding these subtle shifts in market sentiment is critical for making informed decisions. However, with the […]

Web3: Building a Transactional Chatbot

Leveraging Ethereum Data with SQL Agents and AI Introduction In the ever-evolving world of blockchain technology, Ethereum has carved out a unique space not just as a platform for cryptocurrency but as a robust development ecosystem. With its versatile smart contracts and decentralized applications, Ethereum offers a wealth of data that can be harnessed for […]

Empowering Wind Farm Engineers with AI

A Hands-On Guide to Choosing the Perfect Turbine Introduction Choosing the right turbine for a wind farm is a high-stakes decision, with the potential to impact everything from energy output to the longevity of the farm itself. Wind farm engineers face a daunting challenge: sifting through countless datasheets, each packed with technical specifications, to find […]

Generative AI for Business Leaders

In recent years, AI has advanced remarkably, with some applications becoming so sophisticated that they are rapidly emerging as a powerful force across various industries. According to this CNN article, AI is replacing human tasks faster than you think. Leaders are agents of change in any organization. The more you understand how Generative AI works, […]