Migliorare il riconoscimento dei nomi con GLiNER e FastAPI
Jan 28, 2025 路 3 min read 路 馃搶 Obiettivo: Estrarre nomi di persone da documenti lunghi riducendo i falsi positivi.馃搶 Tecnologia usata: GLiNER, FastAPI, spaCy, Python 馃殌 Problema iniziale: Troppi falsi positivi Abbiamo testato il modello GLiNER (DeepMount00/GLiNER_ITA_LARGE) pe...
Join discussionArabic Language Tokenization Explained: Key Concepts and Methods
Dec 22, 2024 路 7 min read 路 Introduction Tokenization is one of the first steps in Natural Language Processing (NLP), where text is divided into smaller units known as tokens. These units can be words, sentences, or even characters. Tokenization is essential for text analysis, ...
Join discussionNLTK, SpaCy, Gensim VS Hugging Face 4#: POS Tagging, Parsing, TF-IDF, One-Hot Encoding, and Word2Vec
Nov 13, 2024 路 10 min read 路 NLTK Codehttps://gist.github.com/c969899618e37ba00be355eb676c8c39.git HuggingFace Code https://gist.github.com/4f9b5a23dcde12a45f87ea5254013aed.git Comparison Table Here鈥檚 a comparison table summarizing which tool (Hugging Face Transformers, SpaCy, ...
Join discussionNLTK, SpaCy VS Hugging Face #5: Regex, Exact Matching, Entity Recognition, Grammar Parsing
Nov 13, 2024 路 12 min read 路 Source Code Here: NLTK Codehttps://gist.github.com/a93560d8434cf4c147ed0a19e027c913.git HuggingFace Code https://gist.github.com/7c787074999fa8cfc835663ce8a8d2a0.git Comparison Table Here鈥檚 a comparison table summarizing when to use Hugging Face Tra...
Join discussionHow Hugging Face tools make traditional setups obsolete, enabling shorter code?
Oct 29, 2024 路 4 min read 路 As the landscape of Natural Language Processing (NLP) and machine learning continues to grow, Hugging Face has emerged as a go-to platform, offering a unified ecosystem that greatly simplifies model training, fine-tuning, and deployment. Before Huggi...
Join discussionIntroduction to Natural Language Processing (NLP) in AI
Oct 23, 2024 路 12 min read 路 In the age of information, language is one of the most powerful tools we possess. It enables us to communicate, share knowledge, express emotions, and exchange ideas. As technology continues to evolve, one of the biggest challenges has been teaching ...
Join discussionHow to Build a Python Bot for Automated Customer Service Using NLP
Sep 5, 2024 路 7 min read 路 Automating customer service is a key trend, and building a Python bot to handle customer queries using Natural Language Processing (NLP) can save time and resources. In this guide, we'll walk through the steps to develop a Python bot that can process...
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Amazon AppRunner - The perfect sidekick for the high-code OutSystems developer
Aug 13, 2024 路 11 min read 路 This article details the setup of an AWS AppRunner service to host a Python-based REST API using the spaCy NLP library. It provides a step-by-step guide on configuring AppRunner with source code from GitHub and integrating the deployed REST API with ...
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How to Create a Python CV Parser for Various File Formats
Jul 25, 2024 路 3 min read 路 In the competitive job market, automating the process of scanning numerous resumes can save valuable time and resources. A CV parser can extract relevant information from resumes and store it in a structured format for further analysis. This blog pos...
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