Natural Language Processing (NLP) is transforming business operations by converting unstructured text into actionable data, with the global NLP market valued at $59.7 billion in 2024. Key capabilities…
LectuLibre developed a chunking strategy to translate entire books using large language models while preserving narrative coherence. The pipeline parses documents into logical units like chapters, spl…
A developer built a lightweight PII detection utility that runs inside InterSystems IRIS using Embedded Python, eliminating the need to export data for analysis. The tool scans tables, identifies PII …
A developer building a side project to extract contact info from hundreds of business websites found that regular expressions failed to reliably parse phone numbers from messy HTML. After trying regex…
An 18-year-old developer from Slovakia built a neuron-like memory system for AI that mimics human memory processes. The architecture includes five tiers, standby neuron agents that activate only when …
Microsoft Presidio, an open-source framework for detecting and anonymizing personally identifiable information (PII) in text, images, and structured data, offers two core modules—the Analyzer and the …
Developers can optimize spaCy's text processing speed by selectively disabling pipeline components like the dependency parser and lemmatizer when only named entity recognition is needed. The technique…
A developer built a natural language search for an internal documentation site by calling an AI API instead of training a custom model. The approach uses a well-crafted prompt and a small set of relev…
A developer spent a week trying to extract structured data from free-form emails using regex and spaCy before switching to an AI agent with function calling. The agent, built with OpenAI's API and a P…
A developer replaced a 40-line regex system with GPT-4o-mini for extracting product data from unstructured supplier descriptions, achieving nearly 100% valid JSON output after struggling with a 37% su…
Researchers have developed a reproducible NLP pipeline for Katharevousa Greek, a historical language variant used in Greek parliamentary archives, by creating a Universal Dependencies-style parsing re…