XceloreMarketing

Artificial Intelligence is reshaping numerous industries with its advanced capabilities. Among the most significant transformations driven by AI is the evolution of social media platforms, exemplified by “AI in Social Media.” From Facebook to Instagram, and Twitter to TikTok, the integration of AI has revolutionized how we interact online, consume content, and connect with others. This profound shift is not merely a technological advancement but a fundamental change in the dynamics of social interaction, marketing, and content creation. In the early days of social media, platforms were primarily static, with limited personalization and user interaction. Users were presented with chronological feeds, and content visibility relied heavily on manual curation. Advertising was broad and often missed the mark, as it lacked the precision to target specific demographics effectively. However, as social media platforms evolved, so did the need for more sophisticated mechanisms to manage the vast...

  Today we’re diving into topic modeling using a powerful algorithm called BERTopic , and Llama-3, the next generation of Llama, is now available for broad use. It features pre-trained and instruction-fine-tuned language models with 8B and 70B parameters, supporting various use cases. We will be using topic modeling for topic extraction using BERTopic and the quantized gguf version of Llama-3 –8b-instruct from the dataset, and visualizing it for further understanding. What is Topic Modeling? Businesses need help with vast amounts of unstructured text daily, ranging from customer emails to online reviews. This abundance of textual data necessitates efficient organization and understanding, leading us to rely on topic modeling. Topic modeling is a statistical technique using unsupervised machine learning to uncover and showcase thematic structures within textual data. It’s crucial in various domains like information retrieval, text mining, modern search systems, and data visualiza...

  Introduction In today’s digital age, businesses are constantly seeking innovative ways to engage with their customers. WhatsApp, with its massive user base and global reach, has emerged as a powerful tool for businesses to connect with their customers in real-time. In this blog post, we will delve into the WhatsApp Cloud API Integration with Spring Boot and Kotlin, providing a step-by-step guide to building robust and scalable WhatsApp-powered applications. Understanding WhatsApp Cloud API WhatsApp Cloud API is a powerful tool that enables businesses to programmatically send and receive WhatsApp messages. It offers a wide range of features, including: Template-based messages: Send pre-approved message templates to your customers. Interactive messages: Create interactive messages with buttons, lists, and other elements. Media messages: Send images, videos, documents, and audio files. User-initiated conversations: Respond to messages from your customers. Setting up a Spring Bo...

Recent technology headlines have demonstrated the advantages of Agile, and companies are achieving unprecedented success. In this guide, we will briefly delve into the dynamic principles of the Agile methodology and introduce you to the latest prioritization techniques for projects that can help make your software development and delivery process more efficient and faster. Before we dive into Agile Prioritization Techniques let’s first understand a little bit about what the Agile methodology is. What is the Agile Methodology? Agile methodology is a well-known term in software development that has become increasingly popular in recent years. Agile is an iterative approach to software development and project management that helps teams deliver faster and better value to customers. Simply put, it is a framework that works around collaboration and workflow, helping to deliver smaller working software to improve customer satisfaction. Initially created for project management in the softwar...