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Technical Articles

Technology peripherals

Agent SDK vs CrewAI vs LangChain: Which One to Use When?

This article compares three popular frameworks for building AI agents: OpenAI's Agent SDK, LangChain, and CrewAI. Each offers unique strengths for automating tasks and enhancing decision-making. The article guides you through choosing the best fram

Apr 24, 2025 am 10:39 AM

Building a Structured Research Automation System Using Pydantic

In the dynamic field of academic research, efficient information gathering, synthesis, and presentation are paramount. The manual process of literature review is time-consuming, hindering deeper analysis. A multi-agent research assistant system bui

Apr 24, 2025 am 10:32 AM

10 GPT-4o Image Generation Prompts to Try Out Today!

Absolutely wild stuff is happening in the world of AI. OpenAI’s native image generation is insane right now. We’re talking jaw-dropping visuals, scary-good detail, and outputs so polished they feel handcrafted by a full-on

Apr 24, 2025 am 10:26 AM

Guide on Vibe Coding with Windsurf

Effortlessly bring your coding visions to life with Codeium's Windsurf, your AI-powered coding companion. Windsurf streamlines the entire software development lifecycle, from coding and debugging to optimization, transforming the process into an intu

Apr 24, 2025 am 10:25 AM

Exploring Image Background Removal Using RMGB v2.0

BraiAI's RMGB v2.0: A Powerful Open-Source Background Removal Model Image segmentation models are revolutionizing various fields, and background removal is a key area of advancement. BraiAI's RMGB v2.0 stands out as a state-of-the-art, open-source m

Apr 24, 2025 am 10:20 AM

Evaluating Toxicity in Large Language Models

This article explores the crucial issue of toxicity in Large Language Models (LLMs) and the methods used to evaluate and mitigate it. LLMs, powering various applications from chatbots to content generation, necessitate robust evaluation metrics, wit

Apr 24, 2025 am 10:14 AM

Comprehensive Guide on Reranker for RAG

Retrieval Augmented Generation (RAG) systems are transforming information access, but their effectiveness hinges on the quality of retrieved data. This is where rerankers become crucial – acting as a quality filter for search results to ensure only

Apr 24, 2025 am 10:10 AM

How to Build Multimodal RAG with Gemma 3 & Docling?

This tutorial guides you through building a sophisticated multimodal Retrieval-Augmented Generation (RAG) pipeline within Google Colab. We'll utilize cutting-edge tools like Gemma 3 (for language and vision), Docling (document conversion), LangChain

Apr 24, 2025 am 10:04 AM

Guide to Ray for Scalable AI and Machine Learning Applications

Ray: A Powerful Framework for Scaling AI and Python Applications Ray is a revolutionary open-source framework designed to effortlessly scale AI and Python applications. Its intuitive API allows researchers and developers to transition their code fro

Apr 24, 2025 am 10:01 AM

How to Use OpenAI MCP Integration for Building Agents?

OpenAI embraces interoperability by supporting Anthropic's Model Context Protocol (MCP), an open-source standard simplifying AI assistant integration with diverse data systems. This collaboration fosters a unified framework for AI applications to eff

Apr 24, 2025 am 09:58 AM

Cache-Augmented Generation (CAG): Is It Better Than RAG?

Cache-Augmented Generation (CAG): A Faster, More Efficient Alternative to RAG Retrieval-Augmented Generation (RAG) has revolutionized AI by dynamically incorporating external knowledge. However, its reliance on external sources introduces latency and

Apr 24, 2025 am 09:54 AM

ROUGE: Decoding the Quality of Machine-Generated Text

Evaluating Large Language Models: A Deep Dive into ROUGE Metrics Imagine an AI capable of composing poetry, drafting legal documents, or summarizing complex research. How do we objectively assess its performance? As Large Language Models (LLMs) inc

Apr 24, 2025 am 09:49 AM

How to Use MCP: Model Context Protocol - Analytics Vidhya

Unlock the Power of Real-World Data for Your AI Assistants with Model Context Protocol (MCP)! You've likely built applications using LLMs, experimented with agents, and maybe even utilized LangChain, AutoGen, or OpenAI's Assistants API. Impressive a

Apr 24, 2025 am 09:48 AM

GPT 4o vs Gemini 2.5 Pro vs Grok 3 for Image Generation

So far we have seen LLMs be all about text generation, but looks like things are changing. In the last 15 days, we have seen Google launch its best ever model – Gemini 2.5 Pro with strong image generation capabilities, x.ai

Apr 24, 2025 am 09:44 AM