A Guide to Choosing the Best AI Chatbot for Your Task
How are you keeping track of the best and latest LLMs? If you have been tracking the news then I’m sure you have been overwhelmed by the models out there, especially in the last few months. Today, we have more AI chatbots than fi
Apr 26, 2025 am 09:31 AM
14 Powerful Techniques Defining the Evolution of Embedding - Analytics Vidhya
This article explores the evolution of text embeddings, from simple count-based methods to sophisticated context-aware models. It highlights the role of leaderboards like MTEB in evaluating embedding performance and the accessibility of cutting-edge
Apr 26, 2025 am 09:29 AM
o3 vs o4-mini vs Gemini 2.5 pro: The Ultimate Reasoning Battle - Analytics Vidhya
This blog pits three leading AI models—o3, o4-mini, and Gemini 2.5 Pro—against each other in a rigorous reasoning challenge. We test their capabilities across physics, mathematics, coding, web design, and image analysis, revealing their strengths an
Apr 26, 2025 am 09:28 AM
Tracking with Efficient Re-ID in YOLO - Analytics Vidhya
Real-time object detection tools like YOLO, SSD, and DETR are crucial for monitoring object movement and actions. Industries such as traffic management and security leverage these tools for tracking and analytics. However, a major challenge is maint
Apr 26, 2025 am 09:26 AM
Generative AI Data Scientist: A Booming New Job Role
Generative AI (GenAI) Data Scientist: A Booming Career Path Executive Summary: The burgeoning field of Generative AI necessitates professionals skilled in large dataset navigation, LLM-accelerated model development, and real-world AI deployment. Thi
Apr 26, 2025 am 09:22 AM
How to Use MCP with Cursor AI?
AI is changing how we build software. Tools like MCP(Model Context Protocol) and Cursor AI are leading this shift. Cursor AI lets you write code using natural language, whereas MCP adds smart processing and automation on top. Tog
Apr 26, 2025 am 09:21 AM
Python 3.14 Update - What's New in This Sweet Slice of π? - Analytics Vidhya
Python 3.14.0a6: Major update released by π Day On March 14, 2025 (π day), Python 3.14.0a6 was released, the penultimate alpha version of the 3.14 series, heralding the coming of the beta phase. This release contains a lot of new features, let's find out. Table of contents What is the Python 3.14 Alpha version? Key features in Python 3.14 update (so far) PEP 649 – Delayed Evaluation Annotation (Second Edition) PEP 741 – New Python Configuration C API PEP 761 – No longer using PGP signature publishing (Sigstore login
Apr 26, 2025 am 09:18 AM
How to Create an MCP Client Server Using LangChain - Analytics Vidhya
This guide demonstrates building a robust AI agent using LangChain and the Model Context Protocol (MCP). MCP allows Large Language Models (LLMs) to interact with external tools and real-time data, significantly enhancing their capabilities. We'll wa
Apr 26, 2025 am 09:17 AM
Cross Entropy Loss in Language Model Evaluation - Analytics Vidhya
Understanding cross-entropy loss: a key indicator of large language models Cross-entropy loss is one of the cornerstone indicators for evaluating language models. It is both a training target and an evaluation indicator. This article will explore in-depth the meaning of cross-entropy loss, how it works in large language models (LLMs) and its importance. Whether you are a machine learning practitioner, a researcher, or someone who wants to understand how modern artificial intelligence systems are trained and evaluated, this article will provide you with a comprehensive understanding of cross-entropy loss and its significance in the field of language modeling. Table of contents What is the cross entropy loss? Key Characteristics of Cross-Entropy Loss Binary cross entropy and formula Cross entropy as loss function The role of cross entropy in large language models How it works? Formulas and explanations PyT
Apr 26, 2025 am 09:14 AM
3 Ways to Access Google Veo 2 - Analytics Vidhya
Google Veo 2: A Deep Dive into Google's Advanced Generative Video Model Google has unveiled Google Veo 2, its most sophisticated generative video model to date. This powerful tool transforms detailed text descriptions into cinematic-quality videos,
Apr 26, 2025 am 09:13 AM
How to Access the Grok 3 API? - Analytics Vidhya
Grok 3 API: A Deep Dive into xAI's "Scary Smart" AI xAI's Grok 3 API is making waves in the AI world, lauded for its impressive reasoning abilities, real-time web access, and exceptional performance on coding and STEM benchmarks. This guide
Apr 26, 2025 am 09:11 AM
Generating One-Minute Videos with Test-Time Training
This groundbreaking research tackles a major hurdle in AI video generation: creating longer, multi-scene videos from text. While recent models excel at short, visually stunning clips, generating minute-long narratives presents a significant challeng
Apr 26, 2025 am 09:09 AM
DeepCoder-14B: The Open-source Competition to o3-mini and o1
In a significant development for the AI community, Agentica and Together AI have released an open-source AI coding model named DeepCoder-14B. Offering code generation capabilities on par with closed-source competitors like OpenAI
Apr 26, 2025 am 09:07 AM
One Prompt Can Bypass Every Major LLM's Safeguards
HiddenLayer's groundbreaking research exposes a critical vulnerability in leading Large Language Models (LLMs). Their findings reveal a universal bypass technique, dubbed "Policy Puppetry," capable of circumventing nearly all major LLMs' s
Apr 25, 2025 am 11:16 AM
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