Unlocking Intelligence: The Journey from Data to Knowledge Graph
An Overview of Constructing a Knowledge Graph Author · Qingqin Fang (ORCID: 0009–0003–5348–4264) 1. Introduction 1.1 What is a Knowledge Graph Knowledge Graphs are structured semantic knowledge bases used to rapidly describe concepts and their relationships in the physical world. By aggregating information, data, and linkages from the web, Knowledge Graphs make information resources more computable, […]
What is Cursor?
The Next Evolution in Intelligent Code Editors Introduction In the ever-evolving world of software development, Cursor emerges as a game-changer — a revolutionary AI-powered code editor that’s blurring the line between human creativity and artificial intelligence. Imagine a coding environment that not only understands your project but actively assists you in writing, editing, and debugging. […]
19 Clustering Techniques
A brief overview of different types of clustering techniques and their algorithms Introduction Clustering is a fascinating technique used in machine learning, where patterns or data points are grouped based on their similarities. It’s like finding hidden connections among different data points without predefined labels. However, clustering comes with its fair share of challenges that […]
How to use Large Language Models to tag your data: A complete tutorial
Using Mistral for Data tagging Author · Xuzeng He (ORCID: 0009–0005–7317–7426) Introduction Data tagging, in simple terms, is the process of assigning labels or tags to your data so that they are easier to retrieve or analyse. For example, when you are dealing with a database consisting of scientific journals, you may want to tag these […]
Running Mistral Models with Hugging Face or Ollama
A Step-by-Step Guide to try Mistral models Introduction Mistral is an open-source large language model (LLM) series developed by Mistral AI, designed to assist with various natural language processing (NLP) tasks. Mistral is renowned for its transparent, portable, customisable, user-friendly, and cost-effective models, which require less computational power when used on local systems. Several versions […]
How to use Hugging Face API
Getting started to join the Hugging Face community Introduction The Hugging Face Hub is a collaborative open-source platform that hosts a vast array of models, datasets, and demos for the machine learning community. With its diverse range of accessible models, it caters to various daily work needs. This article will introduce step-by-step instructions on how […]
Unveiling the Synergy: Retrieval Augmented Generation (RAG) Meets Knowledge Graphs
Tools and Platforms for Integration of Knowledge Graphs with RAG pipelines Authors Introduction Many users of chatbots such as ChatGPT, have encountered the problem of receiving inappropriate or incompatible responses. There are several reasons why this might happen. One reason is the lack of appropriate training data, as chatbots are usually trained on large amounts […]
Ultimate Guide to High-Views Articles: Mastering Writing on Medium
Transform Your Ideas into High-Traffic Articles with Proven Strategies, Practical Tutorials, and SEO-Optimised Formats Authors Introduction In this tutorial, I will guide you through 8 sections to unveil the essential tools and strategies for content creation, helping you craft high-traffic articles from scratch. Whether you’re a novice content creator or an experienced writer looking to […]