Following the groundbreaking impact of DeepSeek R1, DeepSeek AI continues to push the boundaries of innovation with its latest offering: Smallpond. This lightweight data processing framework combines the power of DuckDB for SQL analytics and 3FS for high-performance distributed storage, designed to efficiently handle petabyte-scale datasets. Smallpond promises to simplify data processing for AI and […]

Nvidia’s annual GPU Technology Conference (GTC) has long been a highlight for the AI community. At this year’s event, Nvidia CEO Jensen Huang unveiled a roadmap of new products and innovations aimed at scaling up artificial intelligence. This included next‐generation AI chips – Blackwell Ultra, Vera Rubin, etc., accelerated inferencing software, and even future breakthroughs […]

yFiles is a powerful SDK designed to simplify the visualization of complex networks and data relationships. When combined with LlamaIndex, it becomes a powerful tool for visualizing and interacting with knowledge graphs in real time. This guide walks you through the integration process, highlights essential steps, and demonstrates key features for an impactful, useful and […]

I still remember last year’s NVIDIA GTC, Jensen Huang with its visionary approach along with a touch of humour introduced the developers with promises to redefine technology. From Blackwell architecture, Generative AI with NIM, GB200 AI Chip to Project Groot and other things, we got a glimpse into the future of technology. Now the future […]

Multimodal Retrieval-Augmented Generation (RAG) is a transformative innovation in AI, enabling systems to process and integrate diverse data types such as text, images, audio, and video. This capability is crucial in addressing the challenge of unstructured enterprise data, which predominantly consists of multimodal formats. By leveraging multimodal inputs, RAG enhances contextual understanding, improves accuracy, and […]

Imagine a journalist piecing together a story—not just relying on memory but searching archives and verifying facts. That’s how a Retrieval-Augmented Generation (RAG) model works, retrieving real-time knowledge for better accuracy. Just like strong research skills, choosing the best embedding for the RAG model is also crucial for retrieving and ranking relevant information. The right […]

Six months ago, LLMs.txt was introduced as a groundbreaking file format designed to make website documentation accessible for large language models (LLMs). Since its release, the standard has steadily gained traction among developers and content creators. Today, as discussions around Model Context Protocols (MCP) intensify, LLMs.txt is in the spotlight as a proven, AI-first documentation […]

On March 16, 2025, Lex Fridman welcomed Narendra Modi, Prime Minister of India, to hisPodcast (#460). The nearly three-hour talk covered leadership, spirituality, and technology. Beyond its personal and spiritual dimensions, the conversation offered deep insights into the mindset fueling India’s rapid tech rise. Modi’s focus on discipline, self-awareness, and a holistic life approach provides […]

The AI landscape is rapidly evolving, with smaller, lightweight models gaining prominence for their efficiency and scalability. After Google DeepMind launched its 27B model Gemma 3, Mistral AI has now released the Mistral 3.1 lightweight model of 24B parameters. This new, fast, and customizable model is redefining what lightweight models can do. It operates efficiently […]