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DeepSeek-R1-Lite-Preview: A New Era in AI Reasoning

DeepSeek-R1-Lite-Preview: A New Era in AI Reasoning

Artificial Intelligence (AI) is no stranger to breaking barriers, but every once in a while, a new innovation comes along that makes us pause and take note. One such innovation is **DeepSeek-R1

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How Good is DeepSeek-R1-Lite Preview at Reasoning

How Good is DeepSeek-R1-Lite Preview at Reasoning

DeepSeek-R1-Lite-Preview (R1LP) is a LRM (Large Reasoning Model) recently released by the Chinese company DeepSeek. According to the mode

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Vertical AI Agents: The Next $300 Billion Disruption in Tech

Vertical AI Agents: The Next $300 Billion Disruption in Tech

Imagine a world where entire business functions are managed by AI agents — no human intervention required. Sounds like science fiction? It’s closer than you think. Over the past two decades, we’

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Automating CSV Analysis with CrewAI

Automating CSV Analysis with CrewAI

In this blog, we explore how to automate the process of analyzing a CSV dataset using CrewAI. We’ll build a workflow that includes agents for dataset context inference, data cleaning, visualizat

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Building an On-Premise Document Intelligence Stack with Docling, Ollama, Phi-4 | ExtractThinker

Building an On-Premise Document Intelligence Stack with Docling, Ollama, Phi-4 | ExtractThinker

In this new era of LLMs, banks and financial institutions are in a bit of a disadvantage, since frontier models are close to impossible to use on-premise give their hardware requirements. H

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100 AI Tools to Finish Months of Work in Minutes

100 AI Tools to Finish Months of Work in Minutes

The rapid advancements in artificial intelligence (AI) have transformed how businesses operate, allowing people to complete tasks that once took weeks or months in mere minutes. From content creat

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Top 10 Enterprise Technology Trends in 2025: Platform Engineering and AI Agents Lead the Charge…

Top 10 Enterprise Technology Trends in 2025: Platform Engineering and AI Agents Lead the Charge…

There are three key requirements when predicting the top 10 most important enterprise software technologies for 2025:It needs to be real: Only technologies that have demonstrated their

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Why AI Agents are Good Software

Why AI Agents are Good Software

Why (well designed) Agentic Systems Work as Well as they do A month or so ago, [I did the following article on how Agentic AI could enforce better software design principles for AI systems.]

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Building Graph RAG for structured and unstructured data.

Building Graph RAG for structured and unstructured data.

RAG architecture is, by far, the most adapted and sophisticated solution for missing contextualisation of LLM’s. With no overhead of fine tuning, to a huge extent problems concerning the usage o

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Building and Serving a RAG Agent with Custom Tools: A Complete Guide

Building and Serving a RAG Agent with Custom Tools: A Complete Guide

Goal The goal of this article is to demonstrate how to create a Large Language Model (LLM) agent using LangGraph and LangChain, which will perform Retrieval-Augmented Generation (RAG) on a

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Which AI agent framework to use？Dify? LangChain? AutoGen? 9 Top used framework explained!

Which AI agent framework to use？Dify? LangChain? AutoGen? 9 Top used framework explained!

Developing AI agents involves selecting the right framework to match your project’s requirements, whether they are basic tasks, secondary development, or enterprise-level integrations. This guide

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Building AI-Powered Recommendation Systems in 2025!

Building AI-Powered Recommendation Systems in 2025!

This blog delves into the intricacies of deploying AI-driven personalization engines, focusing on how to leverage AI and machine learning techniques for real-time, highly targeted recommendati

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🚀Building Multi-Agent LLM Systems with PydanticAI Framework: A Step-by-Step Guide To Create AI…

🚀Building Multi-Agent LLM Systems with PydanticAI Framework: A Step-by-Step Guide To Create AI…

Pydantic, a powerhouse in the Python ecosystem with over 285 million monthly downloads, has been a cornerstone of robust data validation in Python projects. Now, its creators are venturing i

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Performing Analytical Queries with LLMs

Performing Analytical Queries with LLMs

A Practical Approach to Using LLMs for Data Exploration and Analysis Consider the following scenario. You have a CSV file containing 5 million rows and 20 columns. This CSV file includes t

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The Multi-Agent Revolution in Document Intelligence: How Sema4.ai’s

The Multi-Agent Revolution in Document Intelligence: How Sema4.ai’s

This article was co-written with Sunil Govindan , who contributed insights and expertise on AI-driven document processing.Sema4.ai Document Intell

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Let’s build a Text Analysis Pipeline with LangGraph Agents

Let’s build a Text Analysis Pipeline with LangGraph Agents

In this article, I will present to you LangGraph, an incredible framework for building applications using graph-based workflows that would otherwise be impossible. I will share my experience wi

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Fine-tuning LLaMA-3 for Text to SQL Generation with Modal: A Comprehensive Guide

Fine-tuning LLaMA-3 for Text to SQL Generation with Modal: A Comprehensive Guide

Fine-tuning large language models (LLMs) has traditionally been a complex endeavor, requiring significant infrastructure setup and management. However, with Modal’s cloud platform and Axolotl’s

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The AI Tool That Cuts Your Docker Container Sizes by 80%

The AI Tool That Cuts Your Docker Container Sizes by 80%

How Docker Shrink Optimizes Containers and Saves You Time and Money In the modern paradigm where containerised applications dominate, handling Docker containers effectively is one of the m

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Building a Multi-Agent Supply Chain Simulation with SmolAgents Library from Hugging Face

Building a Multi-Agent Supply Chain Simulation with SmolAgents Library from Hugging Face

“smolagents — a smol library to build great agents” Supply chain management is a complex domain where multiple entities need to coordi

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How I built an agent with Pydantic AI and Google Gemini

How I built an agent with Pydantic AI and Google Gemini

Gathering and synthesizing information quickly has become essential in today’s fast paced world. I built an AI agent to deliver strategic insights, leveraging a modern technology stack. This blo

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Data Exploration with Agentic AI: Exploring the Titanic Dataset using SmolAgents

Data Exploration with Agentic AI: Exploring the Titanic Dataset using SmolAgents

When I began my journey into machine learning a decade ago, like many of us, I started with the Titanic dataset. I vividly recall the thrill of performing my first exploratory data analysis (EDA

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Beyond the Hype: 7 Dimensions of Agentic AI Value

Beyond the Hype: 7 Dimensions of Agentic AI Value

A Holistic Architecture for Driving Real-World Impact“Imagine an AI that senses its environment, crafts creative solutions, orchestrates multi-step workflows, and keeps learning — witho

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GPT-4o Python Charting Insanity: Prompting For Instant Data Visuals

GPT-4o Python Charting Insanity: Prompting For Instant Data Visuals

Hands-on no-code visuals from the UN population projection dataset The automatic data visualization generation tools for GPT-4o keep getting better and better. You can upload mul

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Towards Intelligent Autonomous Research Agents Using Pydantic AI

Towards Intelligent Autonomous Research Agents Using Pydantic AI

In an era where the pace of technological advancement demands constant learning and adaptability, having an intelligent assistant to shoulder the burden of research is not just a luxury — it’s b

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Phi-4: Microsoft’s Newest Small Language Model Specializing in Complex Reasoning

Phi-4: Microsoft’s Newest Small Language Model Specializing in Complex Reasoning

Phi-4: A Compact Powerhouse Redefining AI Reasoning for Real-World Applications Microsoft’s Phi-4 represents a remarkable advancement in the realm of small language models, excelling in

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Crawl4AI: Unleashing Efficient Web Scraping

Crawl4AI: Unleashing Efficient Web Scraping

In today’s data-driven world, the ability to efficiently gather and process information is paramount for the success of artificial intelligence (AI) applications. As AI continues to evolve, the d

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Mastering CrewAI: Chapter 5— Train, Test, Replay & Plan | by Okan Yenigün | Jan, 2025 | Artificial Intelligence in Plain English

Mastering CrewAI: Chapter 5— Train, Test, Replay & Plan | by Okan Yenigün | Jan, 2025 | Artificial Intelligence in Plain English

Train, Test, Replay & Plan In this chapter, we will explore the training, testing, replaying, and planning features of CrewAI. Previous Chapter: Let’s create a new project for this post

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Creating a Research Agent with AutoGen and Panel UI

Creating a Research Agent with AutoGen and Panel UI

Stuck behind a paywall? Read for Free! 🎉 Happy New Year, everyone! Before diving in, a huge THANK YOU for all your support and feedback on our previous stories — it means the world! 🙌 No

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How Uber is Saving 140,000 Hours Each Month Using Text-to-SQL — And How You Can Harness the Same Power | by Howard Chi | Wren AI | Jan, 2025 | Medium

How Uber is Saving 140,000 Hours Each Month Using Text-to-SQL — And How You Can Harness the Same Power | by Howard Chi | Wren AI | Jan, 2025 | Medium

In a world where data-driven decision-making is critical, businesses are scrambling to find the most efficient ways to extract actionable insights from massive datasets. Uber, a global leader in

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Wren AI Text-to-SQL: API — the good stuff | by D | Medium

Wren AI Text-to-SQL: API — the good stuff | by D | Medium

Wren AI is an AI pipeline application that translates natural language user queries to SQL also known as Text-to-SQL (also known as Natural Language to SQL or NL2SQL), so you can chat wi

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🚀Building Multi-Agent LLM Systems with PydanticAI Framework: A Step-by-Step Guide To Create AI…

🚀Building Multi-Agent LLM Systems with PydanticAI Framework: A Step-by-Step Guide To Create AI…

Pydantic, a powerhouse in the Python ecosystem with over 285 million monthly downloads, has been a cornerstone of robust data validation in Python projects. Now, its creators are venturing i

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AI-Powered Web Scraping in 2024: Build Million-Dollar Automation Tools in Python

AI-Powered Web Scraping in 2024: Build Million-Dollar Automation Tools in Python

Master Next-Gen Web Scraping: From Zero to Hero with AI Integration, Anti-Detection Strategies, and Real-World Case Studies | Complete Guide with Code Examples 🚀 Introduction: The

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How Jupyter Agent Blew My Mind. The AI Revolution You Didn’t See Coming.

How Jupyter Agent Blew My Mind. The AI Revolution You Didn’t See Coming.

Easily accessible, but hard to believe. Once you get your hands on it you will see what I am talking about! I assume we have all heard about AI Agents. It is breaking into the mainstream a

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What Are AI Agents? Your Step-by-Step Guide to Build Your Own.

What Are AI Agents? Your Step-by-Step Guide to Build Your Own.

The next big thing? Gartner believes AI agents are the future. OpenAI, Nvidia and Microsoft are betting on it — as are companies such as Salesforce, which have so far been rather inconspicuous

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A Detailed Guide to AI Crypto Tokens | by Neptune Mutual | Neptune Mutual | Medium

A Detailed Guide to AI Crypto Tokens | by Neptune Mutual | Neptune Mutual | Medium

Discover AI tokens with their functionalities, benefits, use cases, and some examples. Blockchain technology has undergone a remarkable evolution throughout the years. It has paved the way for inn

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Role of AI in Crypto trading and analytics

Role of AI in Crypto trading and analytics

Role of AI in Crypto trading and analytics Trading in cryptocurrencies may perhaps be one of the most dynamic and volatile financial markets seen around nowadays. The market is characterist

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OpenAI o3 Model Is a Message From the Future: Update All You Think You Know About AI

OpenAI o3 Model Is a Message From the Future: Update All You Think You Know About AI

Incredible, a miracle, more than just a better state-of-the-art AI model OpenAI ended its 12-day Christmas event with a bang. On day one they launched the

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2025 Enterprise Data & AI Trends: Agents, Platforms, and Moonshots

2025 Enterprise Data & AI Trends: Agents, Platforms, and Moonshots

*Making predictions, especially in a rapidly evolving field like data and AI, is notoriously difficult. Nevertheless, we, Rajesh Parikh and [Sanjeev M

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DeepSeek V3: The best Open-source LLM | by Mehul Gupta | Data Science in your pocket | Dec, 2024 | Medium

DeepSeek V3: The best Open-source LLM | by Mehul Gupta | Data Science in your pocket | Dec, 2024 | Medium

Better than Claude 3.5 Sonnet, GPT-4o, Llama3.1 405B The year is about to end and just now, China’s DeepSeek has released its open-sourced model DeepSeek-v3, which has outperformed al

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Extract any Document with Gemini 2.0 | Document Intelligence with ExtractThinker

Extract any Document with Gemini 2.0 | Document Intelligence with ExtractThinker

In this article, we’ll explore how Google’s Gemini 2.0 models supercharge Intelligent Document Proce

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How I Extract Information from any Website in Seconds with AI

How I Extract Information from any Website in Seconds with AI

Use Langchain, OpenAI, Bright Data, and NextJS to build an AI tool that scrapes, extracts, and analyzes data for free. “Useful” data is the backbone of informed decision-making and strate

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Llm Fine Tuning Guide: Do You Need It and How to Do It

Llm Fine Tuning Guide: Do You Need It and How to Do It

Working with LLMs, one of the most popular questions we get is about fine-tuning. Every second client asks if they should do additional training on their model. In most cases the answer is no, t

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The Core of Modern AI: Knowledge Graphs and Vector Databases

The Core of Modern AI: Knowledge Graphs and Vector Databases

In the rapidly evolving AI landscape, Retrieval-Augmented Generation (RAG) systems are gaining popularity for their ability to enhance traditional AI models by retrieving relevant informati

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The Future of Search: How Agentic AI Powered Search Engines Work

The Future of Search: How Agentic AI Powered Search Engines Work

Tired of Google’s Wrong Answers? Learn How AI is Making Web Searches Smarter and better! Picture this: you type a question into Google and instead of getting the right answer, you end up clic

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The Rise and Evolution of RAG in 2024: A Year in Review

The Rise and Evolution of RAG in 2024: A Year in Review

As 2024 comes to a close, the development of Retrieval-Augmented Generation (RAG) has been nothing short of turbulent. Let’s take a comprehensive look back at the year’s progress from various per

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Agentic Reflection for Natural Language to SQL Generation

Agentic Reflection for Natural Language to SQL Generation

Authors: Atul Varshneya, Toby Fotherby, Shweta Keshavanarayana Introduction Natural language to SQL (NL2SQL) conversion promises to democratize data access for non-technical users. Howeve

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Beyond Text2SQL: A New Frontier in Natural Language Database Queries

Beyond Text2SQL: A New Frontier in Natural Language Database Queries

Introducing TAG, a Unified Model for Complex Question Answering Bridging the Gap Between AI and Databases The Promise and the Bottleneck Artificial intelligence (AI) is rapidly

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Choosing the Right Gemini AI Model for You: From Flash to Pro

Choosing the Right Gemini AI Model for You: From Flash to Pro

Originally published on Premier Cloud BlogGoogle has released multiple Gemini models that have revolutioni

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🔌 Cline + MCP: VS Code’s AI Assistant Gets Agentic Superpowers

🔌 Cline + MCP: VS Code’s AI Assistant Gets Agentic Superpowers

“Hey Cline, can you check why our tests are failing in CI?” Until now, AI coding assistants could only analyze code you shared manually. But with Cline’s latest Model Context Protocol (MCP) inte

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Conversational BI: Text2SQL Challenges & Solutions

Conversational BI: Text2SQL Challenges & Solutions

The art of querying SQL Databases / Warehouses in Natural Language Introduction the future of BI is Conversational — this is what Gartner and other analysts have been telling us for th

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Crawl4AI: Your Ultimate Asynchronous Web Crawling Companion 🕷️🤖

Crawl4AI: Your Ultimate Asynchronous Web Crawling Companion 🕷️🤖

Crawl4AI is an open-source Python library designed to simplify web crawling and extract valuable information from web pages effortlessly. Whether you’re integrating it as a REST API or usin

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EASY Web Scraping with Google Gemini 2.0

EASY Web Scraping with Google Gemini 2.0

Web scraping has never been simpler and all thanks to Google’s groundbreaking multimodal live API Gemini 2.0. With this tool, you can effortlessly extract data from any webpage, whether it’s

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Engineering the Future: Common Threads in Data, Software, and Artificial Intelligence

Engineering the Future: Common Threads in Data, Software, and Artificial Intelligence

How recognizing cross-discipline commonalities not only enhances recruitment strategies but also supports adaptable IT architectures. I’ve noticed an ongoing trend toward over-specializa

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From Posts to Reports: Leveraging LLMs for Social Media Data Mining

From Posts to Reports: Leveraging LLMs for Social Media Data Mining

How to instruct LLMs to filter restaurant posts and extract critical insights for business growth. Application Overview We’re living in the golden age of automation, powered by the r

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How to Scrape and Analyse Data for Free using AI: From Collection to Insight

How to Scrape and Analyse Data for Free using AI: From Collection to Insight

Learn how to combine web scraping, proxies, and AI-powered language models to automate data extraction and gain actionable insights effortlessly. While some websites are straightforward t

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How to stay updated on AI trends (without spending hours online)

How to stay updated on AI trends (without spending hours online)

Keeping up with artificial intelligence (AI) trends these days feels a bit like trying to sip from a firehose — except the firehose is spewing machine-generated jargon, research papers, and futur

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Is Data Modeling Dead with Text-to-SQL? How Wren AI Bridges Modern BI and Traditional Practices

Is Data Modeling Dead with Text-to-SQL? How Wren AI Bridges Modern BI and Traditional Practices

Is Data Modeling Dead with Text-to-SQL? How Wren AI Bridges Modern BI and Traditional Practices From our team at Wren AI, the most common question we hear from our users is:

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o1: ChatGPT’s New Model has Changed Data Analysis again! (Bitcoin Analysis!)

o1: ChatGPT’s New Model has Changed Data Analysis again! (Bitcoin Analysis!)

Test the New O1 Model of ChatGPT with Data Analysis on Bitcoin ChatGPT recently announced that they will share 12 new features in 12 days, which is day 1. As you might read from my previo

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o3 Open AI LLM benchmarks a trustworthy surface | Medium

o3 Open AI LLM benchmarks a trustworthy surface | Medium

From the moment I heard the first hushed rumors, I felt a shift deep inside me. It was an eager tension mixed with suspicion. Soft voices swirled about a mysterious “o3” reasoning model.

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Revolutionizing Financial Document Processing with Agentic Workflows

Revolutionizing Financial Document Processing with Agentic Workflows

Financial documents like SEC 10-K reports are often complex and tedious to process, but with the right workflow, the entire process can be transformed. I developed a streamlined solution integrat

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Unlocking PDFs for RAG with Markdown and Gemini

Unlocking PDFs for RAG with Markdown and Gemini

It’s safe to say that Retrieval Augmented Generation (RAG) has changed the world for many businesses and organizations. By supplementing the built-in capabilities that an LLM like [Gemini](http

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Top 10 Data & AI Trends for 2025

Top 10 Data & AI Trends for 2025

Agentic AI, small data, and the search for value in the age of the unstructured data stack. According to industry experts, 2024 was destined to be a banner year for generative AI. Operatio

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DeepSeek-VL2: Advancing Multimodal Understanding with Mixture-of-Experts Vision-Language Models

DeepSeek-VL2: Advancing Multimodal Understanding with Mixture-of-Experts Vision-Language Models

DeepSeek-VL2 represents a significant leap forward in the field of vision-language models, offering advanced capabilities for multimodal understanding. This innovative series of large Mixture-o

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Building a Local AI Task Planner with ClientAI and Ollama

Building a Local AI Task Planner with ClientAI and Ollama

In this tutorial, we’ll build an AI-powered task planner using ClientAI and Ollama. Our planner

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How Can AI Agents Help Streamline Workflow Automation?

How Can AI Agents Help Streamline Workflow Automation?

In the fast-paced business environment of today, organizations must operate efficiently to stay competitive. One key to achieving this efficiency is automation. However, automation has evolved

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LangChain vs. LlamaIndex: A Comprehensive Comparison for Retrieval-Augmented Generation (RAG)

LangChain vs. LlamaIndex: A Comprehensive Comparison for Retrieval-Augmented Generation (RAG)

Introduction Retrieval-Augmented Generation (RAG) combines information retrieval with generative models, making it a powerful technique for applications like question answering, summarizat

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Synthetic Data Generation with Language Models: A Practical Guide

Synthetic Data Generation with Language Models: A Practical Guide

In the evolving landscape of artificial intelligence, data remains the fuel that powers innovation. But what happens when acquiring real-world data becomes challenging, expensive, or even impos

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Outsmarting Big Data: How Small Businesses Can Compete in AI Without Mega-Datasets

Outsmarting Big Data: How Small Businesses Can Compete in AI Without Mega-Datasets

Let’s face it — when it comes to AI, it often feels like small businesses are part of a lopsided fight. The big players — Google, Meta, OpenAI — seem to monopolize the AI narrative with flashy m

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The Role of Small Models in the LLM Era

The Role of Small Models in the LLM Era

A recent study extensively explored the role of Small Language Models (SLMs) in modern AI. The research provided a comprehensive analysis of SLMs, focusing on their capabilities, applicatio

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How to Integrate AI and Data Science into Your Business Strategy

How to Integrate AI and Data Science into Your Business Strategy

DATA SCIENCE CONSULTING Insider consulting guide to conducting a successful 2-day executive workshop[“Our industry does not respect tradition — it only respects innovation.”](ht

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My Honest take on ChatGPT’s New o1 and o1 Pro Mode (with testing)

My Honest take on ChatGPT’s New o1 and o1 Pro Mode (with testing)

Note: In this article I will try to cover all the points related to the event and my personal take on it.Few days back OpenAI started their “12 Days of OpenAI” event with exciting news:

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Building Enterprise AI Apps with Multi-Agent RAG!

Building Enterprise AI Apps with Multi-Agent RAG!

Authors: Pavan Belagatti & Madhukar Kumar In the rapidly evolving landscape of AI, [multi-agent Retrieval-Augmen

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Testing OpenAI’s o1 Models: A Look at Chain-of-Thought Prompting for Journalism Tasks

Testing OpenAI’s o1 Models: A Look at Chain-of-Thought Prompting for Journalism Tasks

New LLMs are touted as smarter problem-solvers — but how do they fare in real-world journalistic tasks like data visualization and headline selection? Last month, OpenAI released two new la

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Claude’s new 3.5 Sonnet outperformed OpenAI’s O1-mini. I’m shocked.

Claude’s new 3.5 Sonnet outperformed OpenAI’s O1-mini. I’m shocked.

A side-by-side comparison of Claude’s updated 3.5 Sonnet model When OpenAI released GPT-4o, I had high expectations… and was promptly let down. While GPT-4o was faster and less expensiv

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Building a Collaborative AI Agent Framework for Automated EDA using CrewAI

Introduction: A New Era of Data Exploration In today’s data-driven world, businesses are continuously seeking ways to extract actionable insights from vast datasets. Traditionally, this task

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CrewAI’s Task Tool vs. Agent Tool: The differences you MUST Know

CrewAI’s Task Tool vs. Agent Tool: The differences you MUST Know

A tool in CrewAI is essentially a skill or function that an agent can utilize to perform various actions. Think of it as giving your AI agents a toolbox filled with specialized instruments. Th

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SpiderTool and CrewAI: The Ultimate Duo for Web Scraping and Data Extraction

SpiderTool and CrewAI: The Ultimate Duo for Web Scraping and Data Extraction

Ankush k Singal Introduction When it comes to web scraping and data extraction, SpiderTool and CrewAI are a match made in tech heaven. SpiderTool, know

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AI Workflow Automation with CrewAI Flows

AI Workflow Automation with CrewAI Flows

CrewAI CrewAI is cutting-edge Python framework for orchestrating role-playing, autonomous AI agents.By building “crews” of specialized agents, we can automate tasks, generate creative tex

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How to build an AI-Powered SQL Data Analysis Agent with LangChain and CrewAI

How to build an AI-Powered SQL Data Analysis Agent with LangChain and CrewAI

In today’s data-driven world, automating workflows for data extraction, analysis, and reporting is critical to saving time and improving efficiency. This tutorial walks you through building an AI

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Choosing the Right AI Agent Framework: LangGraph vs CrewAI vs OpenAI Swarm

Choosing the Right AI Agent Framework: LangGraph vs CrewAI vs OpenAI Swarm

In-depth comparison of agent orchestration with the same Agentic Finance App built using 3 different frameworks. What We Will CoverWhat are agents? A deeper look at how we define a

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AI In Code Reviewing

AI In Code Reviewing

We all know that a little context can completely change the answers to our AI models. And this is not only limited to AI even humans operate in a similar way. The same principle applies to coding.

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Extract and Analyze Your Chrome History Using AI

Extract and Analyze Your Chrome History Using AI

Ever wondered what your browsing history says about you? Whether you’re curious about your online habits, want to reflect on your productivity, or need to journal your activities, analyzing your b

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Build a Financial Report Analyzer in 5 Minutes: LlamaIndex + KPMG Case Study

Build a Financial Report Analyzer in 5 Minutes: LlamaIndex + KPMG Case Study

In today’s fast-paced financial world, extracting meaningful insights from lengthy reports quickly and accurately is crucial. With the emergence of Generative AI, we now have powerful tools at

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Exploring generative AI suggestions for analogous data color schemes

Exploring generative AI suggestions for analogous data color schemes

Analogous color harmonies refer to at least three colors that are adjacent to each other on the color wheel. The color scheme can create pleasing color combinations but runs the risk of failing

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The Great Tech Job Migration is Upon Us

The Great Tech Job Migration is Upon Us

Tech Job Watch What you need to know about how jobs are adapting to the new tech climate. November Tech Job Watch *Not a member yet? You can read for free [here](https://readm

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Mastering the 25 Types of RAG Architectures: When and How to Use Each One

Introduction Retrieval-Augmented Generation (RAG) architectures have revolutionized the way we approach information retrieval. These architectures bridge the gap between generating responses

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Automate Your Job Search: AI Applies to 1000 Positions Overnight & Get 100+ Interviews!

Automate Your Job Search: AI Applies to 1000 Positions Overnight & Get 100+ Interviews!

In today’s fast-paced and highly competitive job market, finding and securing your dream job can be both time-consuming and exhausting. The process often involves endless hours of scrolling th

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LazyGraphRAG: A New Era of Efficient and Effective RAG | by Ankush k Singal | Nov, 2024 | Medium

LazyGraphRAG: A New Era of Efficient and Effective RAG | by Ankush k Singal | Nov, 2024 | Medium

Introduction In the realm of artificial intelligence, Retrieval Augmented Generation (RAG) has emerged as a powerful technique to enhance the capabilities of large language models (LLMs). RAG e

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AI for BI: Building a Business Information Report with CrewAI and OpenAI

AI for BI: Building a Business Information Report with CrewAI and OpenAI

How to create a simple BI report directly from CSV data Business Information applications help businesses use their data as a resource to make critical decisions and we are going to build

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Building a multi agent system using CrewAI

Building a multi agent system using CrewAI

AI agents are transforming industries by independently analyzing data, making predictions, and recommending optimal actions. These intelligent programs are not only skilled at executing tasks on

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Building an Agentic Financial Analyst with LangGraph and OpenAI

Building an Agentic Financial Analyst with LangGraph and OpenAI

In the world of stock trading, investors rely on various tools and methods to make informed decisions. One such approach is fundamental analysis, which evaluates a company’s financial health

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Complex SQL Joins with LangGraph and Waii

Complex SQL Joins with LangGraph and Waii

In the rapidly evolving landscape of data analytics, the ability to interact with data through natural language is becoming increasingly valuable. Conversational analytics aims to make complex d

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Design Considerations of Advanced Agentic AI for Real world Applications

Design Considerations of Advanced Agentic AI for Real world Applications

F𝚛𝚘𝚖 𝙲𝚕𝚊𝚜𝚜 𝚋𝚊𝚜𝚎𝚍 𝙰𝚐𝚎𝚗𝚝𝚜 𝚝𝚘 𝚕𝚊𝚗g𝚌𝚑𝚊𝚒𝚗 𝙰𝚐𝚎𝚗𝚝s As Artificial Intelligence (AI) systems evolve, the concept of Agentic AI — where AI systems are composed of

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Introducing LightRAG: A New Era in Retrieval Augmented Generation

Introducing LightRAG: A New Era in Retrieval Augmented Generation

In the rapidly evolving field of natural language processing, Retrieval-Augmented Generation (RAG) systems have become essential for providing accurate, contextually rich responses. However, trad

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Scaling Document Extraction with O1, GPT4o, and Mini | ExtractThinker

Scaling Document Extraction with O1, GPT4o, and Mini | ExtractThinker

In this article, we’ll explore using ExtractThinker to process documents efficiently at scale. We’ll discuss when to use different models like O1,

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Your Ultimate Roadmap to Becoming an AI Engineer in 2025

Your Ultimate Roadmap to Becoming an AI Engineer in 2025

Introduction: Riding the AI Wave The world is experiencing an AI gold rush, with companies like Google, Tesla, and Amazon investing billions into artificial intelligence. For those with amb

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Claude 3.5 Sonnet Unleashed: The AI Revolution You Can’t Afford to Miss | by Ahmed Bahaa Eldin | Medium

Claude 3.5 Sonnet Unleashed: The AI Revolution You Can’t Afford to Miss | by Ahmed Bahaa Eldin | Medium

The technological area known as Artificial Intelligence is a relatively young field that has been progressing exceptionally fast, and among the newest examples of its development is known as [**

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How to Use Claude 3.5 for Data Analysis(Secret tool)

How to Use Claude 3.5 for Data Analysis(Secret tool)

Most of us dont know about this feature In this article we’ll talk about how Claude, an AI-powered data analyst that can help us analyze data and make cool interactive visualizations. We’ll c

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AI is Helping Me Manage My Pre-Diabetes

AI is Helping Me Manage My Pre-Diabetes

Health | Blood Sugar | Diabetes How I’m Using Technology to Control Blood Sugar, Lose Weight, and Stay Healthy *Disclaimer:I am not a doctor, and no part of this article should be co

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Roadmap to Become an AI Engineer in 2025

Roadmap to Become an AI Engineer in 2025

How to Become an AI Engineer in 2025 Ever wondered what it takes to build systems that can think, learn, and solve complex problems? A few years ago, I was curious too — AI was this futuristic

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📚 10 Must-Learn Skills to Stay Ahead in AI and Tech 🚀

📚 10 Must-Learn Skills to Stay Ahead in AI and Tech 🚀

In an industry as dynamic as AI and tech, staying ahead means constantly upgrading your skills. Whether you’re aiming to dive deep into AI model performance, master data analysis, or transform trad

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AI Research Agents: Set to Transform Knowledge Research in 2025 (Plus Top 3 Free Tools)

AI Research Agents: Set to Transform Knowledge Research in 2025 (Plus Top 3 Free Tools)

Here’s the deal: Something massive is about to shake up the world of knowledge research. After spending months diving deep into AI research agents and seeing them in action across various industr

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Bolt.new and Ollama: Revolutionizing AI-Powered Full-Stack Web Development

Bolt.new and Ollama: Revolutionizing AI-Powered Full-Stack Web Development

In the rapidly evolving world of web development, efficiency and innovation are paramount. Developers, project managers, and designers alike are constantly seeking tools that streamline workflow

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Generative AI in Market Research and Intelligence: Benefits, Use Cases, and Strategies

Generative AI in Market Research and Intelligence: Benefits, Use Cases, and Strategies

Transforming Market Intelligence with AI Generative AI is changing the way businesses approach market research and intelligence by enabling faster and more in-depth analysis of data. Trad

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Building Autonomous Multi-Agent Systems with CrewAI

Building Autonomous Multi-Agent Systems with CrewAI

What‘s Multi-Agent Autonomous System and How to build one with CrewAI and LangChain? Motivation In fact, we are not unfamiliar with these concepts; we know them from movies. A person comm

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Meet Qwen2.5-Coder-32B-Instruct -Coder -open source better than gpt4o.

Meet Qwen2.5-Coder-32B-Instruct -Coder -open source better than gpt4o.

Meet Qwen2.5-Coder-32B-Coder, Your New AI Coding Buddy Have you ever wished that coding was a little easier, faster, and maybe even more fun? So, prepare to meet your new AI coding friend, Qw

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Top 25 Generative AI Terminologies You Must Know

Top 25 Generative AI Terminologies You Must Know

Master the Key Concepts to Excel in Generative AI with Clear Explanations, Real-World Applications, and In-Depth Resources Generative AI is indeed a critical technology across industries; t

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Will Bolt.new AI will replace v0.dev

Will Bolt.new AI will replace v0.dev

AI ToolsNot a Member? Read for FREE here.The world of w

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Case Study: Turning Doctor Transcripts into Temporal Medical Record Knowledge Graphs

Case Study: Turning Doctor Transcripts into Temporal Medical Record Knowledge Graphs

Interested in turning Doctor/Patient medical records and transcripts into Temporal Knowledge Graph that you can ask complex questions across multiple medical histories, time periods, and patients?

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LightRAG — Simple and efficient rival to GraphRAG?

LightRAG — Simple and efficient rival to GraphRAG?

Traditional RAG systems work by indexing raw data. This data is simply chunked and stored in vector DBs. Whenever a query comes from the user, it queries the stored chunks and retrieves releva

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Microsoft GraphRAG v0.4.0

Microsoft GraphRAG v0.4.0

Microsoft recently released version v0.4.0 of the GraphRAG project, featuring several significant updates. The most notable additions are the Incremental Indexing feature and the DRIFT Graph Rea

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Gemma vs. Llama vs. Mistral: Exploring Smaller AI Models

Gemma vs. Llama vs. Mistral: Exploring Smaller AI Models

A Comparative Study of Small-Scale Language Models: Evaluating Gemma, Llama 3, and Mistral in Reading Comprehension Tasks Introduction Large Language Models (LLMs) have been evolving rapidl

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Google Gemini: Are Big Context Windows the Killer Feature?

Google Gemini: Are Big Context Windows the Killer Feature?

Goggle’s upcoming LLM makes a massive move Barely eight months ago, a leaked Google email revealed the company was struggling to outpace its AI rivals. Not only was there [no moat](https://www

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Mojo, 90,000 Times Faster Than Python, Finally Open Sourced!

Mojo, 90,000 Times Faster Than Python, Finally Open Sourced!

On March 29, 2024, Modular Inc. announced the open sourcing of the core components of Mojo. Mojo is a programming language designed specifically for writing artificial intelligence software, officia

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How NVIDIA Pruned and Distilled Llama 3.1 to Create Minitron 4B and 8B

How NVIDIA Pruned and Distilled Llama 3.1 to Create Minitron 4B and 8B

The new models are using state of the art pruning and distillation techniques.I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSe

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Multi-Agent Hedge Fund Simulation with LangChain and LangGraph

Multi-Agent Hedge Fund Simulation with LangChain and LangGraph

Multi-Agent Hedge Fund Simulation with LangChain and LangGraph This project demonstrates how to use a multi-agent setup to simulate a hedge fund’s analytical process. It showcases a practic

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SmolLM2: Very Good Alternatives to Qwen2.5 and Llama 3.2

SmolLM2: Very Good Alternatives to Qwen2.5 and Llama 3.2

And it's fully open! Hugging Face has doubled down on their SmolLM initiative. They released SmolLM2: 1.7B, 360M, and 135M models trained on 11T tokens (against 1T for SmolLM). They release

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OpenAI SearchGPT: ChatGPT with Internet and browsing tools

OpenAI SearchGPT: ChatGPT with Internet and browsing tools

A Better Alternative for Perplexity and Google Search And the much-anticipated product by OpenAI, SearchGPT is out last night boasting some major features, taking it a step ahead of Perpl

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AI-Powered OCR with Phi-3-Vision-128K: The Future of Document Processing

AI-Powered OCR with Phi-3-Vision-128K: The Future of Document Processing

In the fast-evolving world of artificial intelligence, multimodal models are setting new standards for integrating visual and textual data. One of the latest breakthroughs is the **Phi-3-Visi

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LongRAG: Giving AI a Bigger Net to Catch More Fish in the Sea of Information

LongRAG: Giving AI a Bigger Net to Catch More Fish in the Sea of Information

In my previous article, I introduced whether RAG would become obsolete due to long-context LLMs. Today, let’

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Visualize your RAG Data — Evaluate your Retrieval-Augmented Generation System with Ragas

Visualize your RAG Data — Evaluate your Retrieval-Augmented Generation System with Ragas

How to use UMAP dimensionality reduction for Embeddings to show multiple evaluation Questions and their relationships to source documents with Ragas, OpenAI, Langchain and ChromaDB Retrieval

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How Agentic RAG solves problem with current RAG limitations

How Agentic RAG solves problem with current RAG limitations

In this volume 4 of coffee break concept, we will understand how AgenticRAG helps solve limitations of traditional RAG. RAG Framework The RAG (Retrieval Augmented Generation) framework operates

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Unlocking Mixture-of-Experts (MoE) LLM : Your MoE model can be embedding model for free

Unlocking Mixture-of-Experts (MoE) LLM : Your MoE model can be embedding model for free

Mixture-of-experts (MoE) LLM can be used as an embedding model for free. I recently found an interesting paper titled “Your Mixture-of-Experts LLM is Secretly an Embedding Model for Free.”

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OpenAI GPT-5: Ph.D.-Level Intelligence Expected by 2025

OpenAI GPT-5: Ph.D.-Level Intelligence Expected by 2025

After months of speculation, OpenAI has finally unveiled details about the highly anticipated GPT-5. Initially expected in 2024, its release has been postponed to late 2025 or early 2026. Mir

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The Quest for Production-Quality Graph RAG: Easy to Start, Hard to Finish

The Quest for Production-Quality Graph RAG: Easy to Start, Hard to Finish

Overcoming the challenges of productionizing graph RAG When I read the recent article in VentureBeat about how Glean [just secured over $260 million in its latest funding round](https://ve

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Meet Ministral 3B and 8B: Edge AI Game-Changers

Meet Ministral 3B and 8B: Edge AI Game-Changers

Mistral AI’s New Frontier in Edge AI and On-Device Computing In the rapidly evolving landscape of AI, edge computing has become increasingly crucial for applications that demand low-latenc

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5 Key Points to Unlock LLM Quantization

5 Key Points to Unlock LLM Quantization

Quantizing Large Language Models LLM Quantization is currently a hot topic due to its vital role in making Large Language Models (LLMs) more efficient and deployable across various hardwar

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