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
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Software Engineering
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Objective
Build a basic engineering project
Personal Software Process (PSP) Summary
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Posted on Fri, 08 May 2026 10:30:38 +0000 by amarquis