Apr 13 · 3 min read · Extracting structured data—such as invoice parameters, contact details, and intent signals—from unstructured text requires robust, scalable pipeline architectures. We propose a lightweight, agentic fr
Join discussionFeb 11 · 7 min read · Overview The field of Life Sciences is grappling with an explosion of data. This crucial information, such as spanning research papers, clinical trial reports, patient records, and even genomic sequences, exists as unstructured text. Transforming thi...
Join discussionDec 18, 2025 · 6 min read · Exam weight: 15–20% Study roadmap for this topic: Entity recognition Language detection Sentiment analysis Key phrase extraction Speech recognition and synthesis Language models Natural Language Processing (NLP) Natural Language Processing (N...
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Sep 1, 2025 · 4 min read · The AI revolution has created a paradox for companies handling sensitive data. We need the power of advanced language models, but we can't risk exposing confidential information. For Ingedata, working with healthcare and defense clients, this isn't j...
Join discussionJun 9, 2025 · 5 min read · Knowledge graphs are more than just interesting data visualizations. They’re also extremely effective as a data source for RAG (Retrieval-Augmented Generation), and can significantly improve LLM responses when compared to vector RAG. But building a q...
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May 9, 2025 · 6 min read · 1 Introduction In e-commerce, product titles are often written by sellers in a detailed and descriptive manner, including brand names, places of origin, attributes, and other qualifiers. Unlike English, which uses spaces to separate words, Chinese la...
Join discussionMar 17, 2025 · 6 min read · What is NER (Named Entity Recognition)? Named Entity Recognition is a technique in Natural Language Processing (NLP), which involves identifying and classifying entities—such as names of people, organizations, locations, dates, and numerical values—w...
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Nov 19, 2024 · 3 min read · In a world of intertwined cultures and languages, understanding ancient scripts is vital for preserving history and enhancing linguistic studies. In this article, I break down the insights presented in a comprehensive study on processing historical E...
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Jun 17, 2024 · 2 min read · If you have downloaded movies from internet sources, chances are that those video file names' contains a lot of garbage in it. Oppenheimer.2023.1080p.LM.HD-TeleSync.DUAL.DD2.0.H.264-xCLuMsYx.mkv Minions The Rise of Gru 2022 BluRay ReMux 1080p AVC Tru...
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