IEEE

Development of Cloud-Based Structured Query Language Injection (SQLi) Detection using Deep Learning and FastAPI

Abstract: Structured Query Language Injection (SQLi) attacks continue to pose a serious threat to web applications, especially those hosted in cloud-based environments. Traditional detection methods, ...
ascopubs.org

Development and Assessment of a Pipeline for Extracting Structured Data From Free-Text Medical Reports Using a Large Language Model

Medical free texts such as pathology reports contain valuable clinical data but are challenging to structure at scale. Traditional natural language processing approaches require extensive annotated ...
marktechpost

How to Align Large Language Models with Human Preferences Using Direct Preference Optimization, QLoRA, and Ultra-Feedback

In this tutorial, we implement an end-to-end Direct Preference Optimization workflow to align a large language model with human preferences without using a reward model. We combine TRL’s DPOTrainer ...
GitHub

SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Natural Language to SQL (NL2SQL) enables intuitive interactions with databases by transforming natural language queries into structured SQL statements. Despite recent advancements in enhancing ...
Inc

Are LTMs the Next LLMs? This New Type of AI Can Do What Large-Language Models Can’t

Large-language models (LLMs) have taken the world by storm, but they’re only one type of underlying AI model. An under-the-radar company, Fundamental, is set to bring a new type of enterprise AI model ...
marktechpost

A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...
IEEE

AI-Driven Natural Language Processing to SQL Query Generation for Enhanced Human-Machine Interaction in the Digital Era

Abstract: Natural Language Processing (NLP) is key to enabling intuitive interaction with structured data, especially via natural language interfaces for SQL query generation. However, accurately ...
GitHub

An intelligent SQL client that translates natural language into SQL queries

AIQ (AI Query) is an intelligent SQL client that enables you to interact with databases using natural language. No need to write SQL manually—just ask questions in natural language, and AIQ will ...