Building an AI-Powered SQL Generator with Spring Boot and LLM Integration

Understanding Large Language Models Large Language Models (LLMs) represent a significant advancement in artificial intelligence, characterized by their massive parameter counts and extensive training on diverse datasets. These models excel at understanding and generating human language, making them ideal for tasks requiring natural language com ...

Posted on Sun, 14 Jun 2026 18:13:02 +0000 by nikifi

Text Matching with LSTM in PyTorch

Text matching aims to determine whether two input sequences are semantical related or similar. This is commonly used in applications like question answering, duplicate dteection, and information retrieval. A typical approach involves encoding each sentence independently using recurrent neural networks such as LSTM, then comparing their final re ...

Posted on Thu, 04 Jun 2026 17:23:38 +0000 by ggseven

Prompt Engineering: Crafting Effective Instructions for Large Language Models

Core Principles of Prompt Engineering Two fundamental principles guide effective prompt construction: clarity and specificity combined with allocating sufficient processing time for the model to reason through complex tasks. Delimiters and Input Organization Delimiters serve as explicit boundaries within prompts, separating instructions from i ...

Posted on Sat, 09 May 2026 09:08:59 +0000 by ben2005

Text Similarity Analysis Implementation and Testing

Project Information Course Repository Link Software Engineering Project Repo Objective Build a basic engineering project Personal Software Process (PSP) Summary Stage Task Description Estimated (Min) Actual (Min) ...

Posted on Fri, 08 May 2026 10:30:38 +0000 by amarquis