LLM

SkyPilot: Simplifying AI Workload Management Across Any Infrastructure

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SkyPilot: Simplifying AI Workload Management Across Any Infrastructure

As artificial intelligence continues to reshape industries, managing and scaling AI workloads has become increasingly complex. Enterprises and research teams often struggle to balance cost, performance and scalability across different infrastructures like Kubernetes, cloud platforms and on-premises clusters. SkyPilot solves this challenge by offering a unified, infrastructure-agnostic system that simplifies workload orchestration and optimizes resource … Read more

Motia: The Unified Backend Framework That Eliminates Runtime Fragmentation

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Motia: The Unified Backend Framework That Eliminates Runtime Fragmentation

In today’s software landscape, backend complexity has become one of the biggest bottlenecks for developers. APIs often live in one framework, background jobs in another, queue management in a third and AI agents in yet another isolated environment. This fragmentation slows down development, creates integration headaches and makes monitoring and scaling a nightmare. Motia is … Read more

LLaMA-Factory: Simplifying Fine-Tuning for 100+ Large Language and Vision Models

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LLaMA-Factory: Simplifying Fine-Tuning for 100+ Large Language and Vision Models

Artificial Intelligence (AI) is advancing at an incredible pace, with large language models (LLMs) and vision-language models (VLMs) driving breakthroughs in natural language processing, multimodal AI and enterprise applications. However, fine-tuning these massive models often demands extensive resources, technical expertise, and weeks of experimentation. This is where LLaMA-Factory steps in a powerful, open-source platform designed … Read more

RAGFlow: Revolutionizing AI with Retrieval-Augmented Generation

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RAGFlow: Revolutionizing AI with Retrieval-Augmented Generation

Artificial Intelligence is reshaping industries at a pace never seen before. As organizations grapple with vast amounts of structured and unstructured data, there is a growing demand for tools that can make sense of it all with speed, accuracy and context. This is where RAGFlow stands out. Positioned as a next-generation open-source Retrieval-Augmented Generation (RAG) … Read more

GraphRAG: The Future of Retrieval-Augmented Generation with Knowledge Graphs

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GraphRAG: The Future of Retrieval-Augmented Generation with Knowledge Graphs

GraphRAG (Graph Retrieval-Augmented Generation) is reshaping the way Large Language Models (LLMs) access and process information. While traditional RAG retrieves relevant text chunks to improve model outputs, it often struggles with fragmented context and shallow connections. It solves this by leveraging knowledge graphs to map relationships between entities, concepts and events. In this blog, we’ll … Read more

7 AI Books That Can Teach You More Than a $200K Master’s Degree

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7 AI Books That Can Teach You More Than a $200K Master’s Degree

Artificial Intelligence is reshaping industries, creating opportunities for anyone with the right skills. But you don’t need a $200K master’s degree to break into this field. The smartest path is often self-learning with the right resources. In this blog, we’ll explore 7 AI Books that not only explain core concepts but also give you hands-on … Read more

10 GitHub Repositories to Build a Career in AI Engineering

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10 GitHub Repositories to Build a Career in AI Engineering

Artificial Intelligence (AI) engineering is one of the fastest-growing career paths today. Whether you’re a beginner exploring machine learning or a professional pivoting into AI, the best way to learn is by building projects and studying real-world implementations. Fortunately, there are many GitHub repositories for AI that provide open-source projects, tutorials, and end-to-end workflows to … Read more

Introduction to Large Language Models: IIT Madras YouTube Course

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Introduction to Large Language Models: IIT Madras YouTube Course

Large Language Models (LLMs) like GPT, LLaMA and PaLM are transforming the world of artificial intelligence. From powering chatbots to enabling advanced reasoning and content generation, these models are now at the heart of modern AI systems. To help learners build a strong foundation, the IIT Madras B.S. Degree Programme has released a 55-part YouTube … Read more

RAG From Scratch: A Complete Guide to Retrieval-Augmented Generation

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RAG From Scratch: A Complete Guide to Retrieval-Augmented Generation

Artificial Intelligence has made huge strides in recent years with Large Language Models (LLMs) like GPT, LLaMA and Claude becoming central to research and real-world applications. Yet, one limitation of LLMs is that they rely on the data they were trained on and may not always have up-to-date or domain-specific knowledge. This is where Retrieval-Augmented … Read more

Transformers, Reasoning & Beyond: A Powerful Deep Dive with Antonio Gulli

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Transformers, Reasoning & Beyond: A Powerful Deep Dive with Antonio Gulli

Artificial Intelligence has reached an inflection point. From research labs to enterprise applications, transformer architectures and their successors have become the driving force of innovation. To truly understand this evolution and where it’s headed, few voices are as authoritative as Antonio Gulli who has now released a landmark book that spans the theory, practice and … Read more

10 Best AI Engineering Books to Read in 2025

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10 Best AI Engineering Books to Read in 2025

Artificial Intelligence is transforming industries at an unprecedented pace, and AI engineering is at the heart of this revolution. Whether you’re building large language models, designing machine learning systems, or deploying AI at scale, having a strong foundation is essential. One of the best ways to gain that foundation is by learning from the top … Read more