RAG in Production 2026: GraphRAG, Hybrid Retrieval, and Evals
A 2026 playbook for production RAG: hybrid retrieval, GraphRAG, rerankers, RAGAS evaluation, observability, security, cost, and a week-one reference stack you can ship.
Foundational AI concepts: LLMs, transformers, embeddings, RLHF, fine-tuning.
A 2026 playbook for production RAG: hybrid retrieval, GraphRAG, rerankers, RAGAS evaluation, observability, security, cost, and a week-one reference stack you can ship.
Apple’s iOS 27 ships Siri Extensions — route queries to Claude, Gemini, Grok, and others. End of OpenAI exclusivity + Gemini-based foundation models inside.
What Dify.ai Is Dify.ai is an open-source LLMOps platform for building, deploying, and managing AI applications – chatbots, agents, RAG
What Microsoft Copilot Studio Is Microsoft Copilot Studio is a low-code platform for building, customizing, and deploying AI agents (‘copilots’)
What CrewAI Is CrewAI is an open-source Python framework for building multi-agent AI systems. Instead of a single AI doing
What OpenAI Operator Is OpenAI Operator is an autonomous AI agent built into ChatGPT that controls a web browser to
What Manus AI Is Manus AI is an autonomous AI agent developed by Butterfly Effect that can complete complex multi-step
What Suno AI Is Suno AI is a generative AI music platform that turns a text prompt into a fully
What Cursor Is Cursor is an AI-first code editor built on top of VS Code that deeply integrates Claude Sonnet
What Artlist.io Is Artlist.io is an all-in-one creative asset platform offering royalty-free music, sound effects, stock video and images, and
What Infinite Minds AI Is Infinite Minds AI is a specialist software development company that builds custom Artificial Intelligence and
What Replit Is Replit is a browser-based coding platform that combines a full cloud IDE, instant deployment, real-time collaboration, and
What Twin AI Is Twin AI (accessible at twin.so) is a no-code platform that lets anyone build AI agents to
What Expo Go Is Expo Go is a free mobile app by Expo that lets developers instantly preview React Native
What Kling AI Is Kling AI is the video generation platform developed by Kuaishou, one of China’s largest short-video companies.
What OpenArt AI Is OpenArt AI is a unified creative platform that gives you access to every major AI image
What Canva AI Is Canva AI is the umbrella brand for Canva’s entire suite of AI features, sometimes called Magic
What InVideo AI Is InVideo AI is a browser-based AI video creation platform that turns a short text prompt into
What Runway Gen-4.5 Is Runway Gen-4.5 is the latest flagship AI video model from Runway, one of the original pioneers
What Google Veo 3.1 Is Google Veo 3.1 is Google DeepMind’s flagship text-to-video and image-to-video model, released as an incremental
What ElevenLabs Is in One Sentence ElevenLabs is an AI audio platform that turns written text into lifelike, emotional, human-sounding
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AI Is Changing Fine-Tuning? — And Most People Are Missing It There’s a quiet revolution happening in fine-tuning? right now.
AI Is Changing RAG? — And Most People Are Missing It There’s a quiet revolution happening in rag? right now.
What Is Perplexity AI? Perplexity AI is different from every other AI on this list because it’s not just a
What Is Qwen 2.5? Qwen 2.5 (pronounced “chwen”) is a family of AI models from Alibaba Cloud, one of China’s
What Is Phi-3? Phi-3 is Microsoft’s family of small language models (SLMs) that prove you don’t need hundreds of billions
What Is Command R+? Command R+ is the flagship model from Cohere, a Canadian AI company focused on enterprise AI.
What Is Grok? Grok is the AI model built by xAI, Elon Musk’s artificial intelligence company. What sets Grok apart
What Is DeepSeek V3? DeepSeek V3 is a massive 671 billion parameter AI model from DeepSeek, a Chinese AI lab
What Is Mixtral 8x7B? Mixtral 8x7B is Mistral AI’s open-source model that uses a revolutionary architecture called Mixture of Experts