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Technical Articles

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Build Your Own YT and Web Summarizer

This article demonstrates building a Streamlit app that uses AI to summarize YouTube videos and websites. It tackles the problem of information overload by providing detailed summaries, saving users time. The app leverages Groq's Llama-3.2 model an

Mar 18, 2025 am 11:59 AM

A Comprehensive Guide to Output Parsers - Analytics Vidhya

Output parsers are essential for transforming unstructured text from large language models (LLMs) into structured formats like JSON or Pydantic models, simplifying downstream processing. While many LLMs offer function or tool calling for this, output

Mar 18, 2025 am 11:58 AM

Building a RAG Pipeline for Hindi Documents with Indic LLMs

Namaste! I'm an Indian, and we experience four distinct seasons: winter, summer, monsoon, and autumn. But you know what I truly dread? Tax season! This year, as always, I wrestled with India's income tax regulations and paperwork to maximize my lega

Mar 18, 2025 am 11:57 AM

Master QR Code Creation and Customization with Python

QR codes: A comprehensive guide to creation and application using Python QR codes are ubiquitous, found in restaurants, gas stations, and shops, primarily for payments. However, their applications extend far beyond this. Their key advantage lies in

Mar 18, 2025 am 11:54 AM

Image Classification with JAX, Flax, and Optax

This tutorial demonstrates building, training, and evaluating a Convolutional Neural Network (CNN) for MNIST digit classification using JAX, Flax, and Optax. We'll cover everything from environment setup and data preprocessing to model architecture,

Mar 18, 2025 am 11:50 AM

Introduction to Apache Lucene

Unlocking the Power of Apache Lucene: A Comprehensive Guide Ever wondered about the engine behind top search applications like Elasticsearch and Solr? Apache Lucene, a high-performance Java search library, is the answer. This guide provides a found

Mar 18, 2025 am 11:49 AM

Bernoulli Distribution- Definition,Formula and Examples

The Bernoulli distribution: A cornerstone of data science and statistics. This article provides a comprehensive guide to understanding and applying the Bernoulli distribution, a discrete probability distribution crucial for modeling binary outcomes.

Mar 18, 2025 am 11:40 AM

OpenAI Swarm vs Microsoft Magentic-One Multi-Agent Systems

The field of multi-agent systems (MAS) within artificial intelligence is rapidly evolving, with innovative frameworks enhancing collaborative and automated decision-making. OpenAI's Swarm and Microsoft's Magentic-One are two prominent examples, each

Mar 18, 2025 am 11:36 AM

Fine-Tuning GPT-4o Mini for Financial Sentiment Analysis

Sentiment analysis in finance is a powerful tool for understanding market trends and investor behavior. However, general sentiment analysis models often fall short when applied to financial texts due to their complexity and nuanc

Mar 18, 2025 am 11:35 AM

OmniGen: A Unified Approach to Image Generation

Generative foundation models have revolutionized Natural Language Processing (NLP), with Large Language Models (LLMs) excelling across diverse tasks. However, the field of visual generation still lacks a unified model capable of

Mar 18, 2025 am 11:32 AM

Build Your First Agent with No-code Tools Using CrewAI

Unlock the Power of Agentic Systems: Build AI Agents with No-Code Tools on CrewAI Not a programmer? You can still build powerful agentic systems to automate business processes! CrewAI's no-code platform makes it easy, using pre-built templates or th

Mar 18, 2025 am 11:30 AM

Using AI Agents to Create Customized Customer Experiences

In today's digital landscape, businesses strive for innovative ways to deliver personalized customer experiences. AI agents are key to achieving this, understanding customer behavior and tailoring interactions in real-time. This article explores how

Mar 18, 2025 am 11:25 AM

Magic Behind Anthropic's Contextual RAG for AI Retrieval

Anthropic's Contextual RAG: A Surprisingly Simple Approach to Revolutionizing AI Retrieval In the realm of artificial intelligence, where systems grapple with massive datasets, efficient and accurate information retrieval is crucial. Anthropic, a le

Mar 18, 2025 am 11:15 AM

7 ChatGPT Prompts to Try Today - Analytics Vidhya

Unlocking ChatGPT's Hidden Potential: 7 Unexpected Prompts to Try Today ChatGPT has become a daily tool for many, yet most users only scratch the surface of its capabilities. Beyond simple question-answering and essay writing, this generative AI can

Mar 18, 2025 am 11:14 AM