How to Use LlamaIndex to Build RAG Apps | Aman Kharwal

Learning to use LlamaIndex for RAG apps isn’t just about memorizing APIs. It’s about understanding how data moves through the system.

Learning to use LlamaIndex for RAG apps isn’t just about memorizing APIs. It’s about understanding how data moves through the system.

Pinterest reported its first billion-dollar quarter last week. Revenue hit $1.008 billion in the first three months of 2026, up 18 per cent year on year, with monthly active users reaching 631 million for the tenth consecutive quarter of double-digit user growth. The stock…

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xAI is reportedly able to utilize just over 10% of its entire NVIDIA GPU fleet, as report suggests lackluster AI software stack optimizations.

The Diver Who Witnessed His Own Death: The most dangerous job on Earth is at the bottom of the sea.

Analyzing Tokenization Drift: Using Token Overlap Metrics to Identify Out-of-Distribution Risks and Optimizing Prompts
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We look at reference classes, factory buildout timelines, and upstream component supply to estimate plausible production rates for humanoids, quadrupeds, robotic arms, wheeled robots, and drones.
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why did NVIDIA cancel the Rubin CPX and replace it with a Groq LPU? LLM inference has two phases. prefill processes the whole prompt at once and is compute-bound. decode generates one token at a time and is memory-bound, reading the full model weights and KV cache for every…
LlamaIndex CEO Jerry Liu argues the framework era is over: agent loops are now capable enough that context quality is the real competitive edge.
LlamaIndex
RAG
Forensic linguistics deals with the study of language used in legal cases. Not lawyer talk, but things like figuring out who wrote something when they aren't identified. I've been delving into that type of puzzle just today, in reading about Trota of Salerno and which medical…

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Analysis of SaaS brands reveals what actually works on Reddit and how AI search is reshaping visibility, discovery, and trust.

Though wind and solar continue to carve out larger and larger shares of world energy supply, the modern world still runs on petroleum, and will continue to do so for the foreseeable future.
We can look at the relative complexity of different US refineries using the Nelson Complexity Index, which is intended to measure how complex a refinery is
average complexity index was 8.7

Two Open-Weight Models. Eight Chip Families. One Frontier Co-Engineered for Non-Nvidia Silicon. The Stack Was the Moat. Now It Has a Fork.

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The industry has begun the movement to science-, risk-, and statistics-based approaches to cleaning process development and validation. Process capability has become an important measure for demonstrating acceptable cleaning processe performance. Explore process…
This article outlines five particularly useful Python decorators that, based on developers' experience, haven proven themselves effective to make AI code cleaner.

This weeknight wonder is for those who delight in turning a modest can of beans into a spectacular dinner. Inspired by the flavors of red pesto, this recipe calls for simmering cannellini beans with staple ingredients like onion, garlic, crushed red pepper, tomato paste and…

Disaggregated inference started as a software technique for splitting prefill and decode onto separate GPU pools. NVIDIA, Groq, Cerebras, and AWS are now taking it further with chips purpose-built for each phase.
prefill-decode disaggregation
production LLM serving

HBM, GDDR, and SRAM compared: how memory hierarchy, bandwidth, and capacity determine AI accelerator performance, cost, and which workloads each chip can serve.
prefill (processing the prompt), which is often compute-bound
decode (token-by-token generation), which is usually memory-bound

Protolabs, Xometry, Fictiv and Jiga Deep Dive

Rotating detonation rocket engines work differently than traditional rockets to maximize thrust while using less fuel—an advantage that could help spacecraft explore farther in the solar system

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Sparse computing enables leaner, faster AI

Proton analyzed 54,000 profiles using real ad auction data to determine your worth to Google. How valuable is your data?

Each nudge in your design is a silent choice about who you are designing for, the user or the business. This article deconstructs the psychology of micro-signals such as defaults, color hierarchy, and progress indicators and identifies where helpful guidance ends and…
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Pytorch is OG

This tutorial will guide you through the process of installing and managing the Apache web server on Ubuntu 26.04. You will learn how to install Apache, open HTTP and HTTPS ports in the firewall, and set up virtual hosts.

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Learn the top Python frameworks for LLM apps covering fine-tuning, model loading, serving, RAG pipelines, multi-agent systems, and evaluation.

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🚀 DeepSeek-V4 Preview is officially live & open-sourced! Welcome to the era of cost-effective 1M context length.

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For years, the best way to get 10 gigabit networking on laptops was to buy an expensive, large, and hot 10 GbE Thunderbolt adapter. With new RTL8159-based 10G USB 3.2 adapters coming onto the market, the bulky adapters might be a thing of the past. Just look at the size of the…
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Apple and Porsche both figured out the same secret that the cheapest product in the lineup can be the most exciting. It just takes a little intention.

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