RAG

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Key Facts

Year2020

Pioneered ByPatrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin

Key FrameworksLangChain, LlamaIndex, Haystack

Top News

Claude AI shifts from chatbot to co-worker as users discover hidden features that transform work

Users are discovering that Claude AI delivers dramatically better results when approached as a collaborative thinking partner rather than a simple chatbot. Key Claude features like Projects, Artifacts, and Claude Code's memory are transforming AI workflows by providing persistent context, interactive workspaces, and seamless automation capabilities that go far beyond traditional AI interactions.

Technology9 sources

Claude AI shifts from chatbot to co-worker as users discover hidden features that transform work

Technology9 sources

Gmail Live lets you talk to your inbox as Google expands AI search to millions of users

Google introduced Gmail Live at I/O 2026, a voice-powered feature that lets users search emails using natural voice commands instead of typing keywords. The conversational AI tool, built on Google Gemini, can answer follow-up questions and pull granular details from buried messages. AI Inbox is also expanding beyond Ultra subscribers to reach Pro and Plus tiers.

Technology6 sources

Gmail Live lets you talk to your inbox as Google expands AI search to millions of users

Technology6 sources

Google adds voice prompting to Docs, Keep, and Gmail as Workspace gets conversational AI upgrade

Google unveiled voice-based prompting features for Docs, Keep, and Gmail at its I/O 2026 developer conference. The new capabilities let users create documents, organize notes, and search emails entirely by speaking. Rolling out this summer to Google AI Pro and Ultra subscribers, the features mark a shift toward voice as the primary interface for productivity software.

Technology7 sources

Google adds voice prompting to Docs, Keep, and Gmail as Workspace gets conversational AI upgrade

Technology7 sources

Redis launches context architecture to solve the memory problem plaguing enterprise AI agents

Redis unveiled Iris, a context and memory platform designed to fix the structural data problem causing production AI agents to fail. The platform addresses the scale mismatch between agent-generated data requests and existing retrieval infrastructure built for human-scale queries. With components including Context Retriever, Agent Memory, and Redis Data Integration, the launch signals a broader industry shift away from traditional RAG approaches.

Technology2 sources

Redis launches context architecture to solve the memory problem plaguing enterprise AI agents

Technology2 sources

Dust raises $40M to transform enterprise AI from isolated assistants into collaborative agents

Paris-based Dust secured $40M in Series B funding led by Abstract and Sequoia to advance its multiplayer AI platform. The company challenges the single-player AI model where assistants operate in silos, proposing instead a shared workspace where humans and AI agents collaborate with governed access to the same information. With 3,000 organizations, 41,000 monthly active users, and zero customer churn in 2025, Dust is positioning itself as the alternative to traditional copilots.

Startups2 sources

Dust raises $40M to transform enterprise AI from isolated assistants into collaborative agents

Startups2 sources

Graphon AI raises $8.3M to build pre-model intelligence layer solving enterprise data limits

Graphon AI emerged from stealth with $8.3 million in seed funding led by Novera Ventures to commercialize a mathematical framework that addresses how large language models struggle with enterprise-scale data. The startup's platform uses graphon functions to create persistent relational memory, allowing AI models to understand relationships across trillions of tokens without hitting context window limits.

Technology2 sources

Graphon AI raises $8.3M to build pre-model intelligence layer solving enterprise data limits

Technology2 sources

NotebookLM emerges as Google AI tool that actually delivers on AI productivity promises

Google's NotebookLM is gaining attention as an AI-powered note-taking assistant that stands apart from traditional AI tools. Instead of generating information from the web, it works exclusively with user-uploaded documents to provide accurate, cited responses. Users report it excels at research, learning, and information management without the AI hallucinations that plague other tools.

Technology3 sources

NotebookLM emerges as Google AI tool that actually delivers on AI productivity promises

Technology3 sources

Google expands Gmail Help me write AI feature with personalization upgrades for millions

Google is rolling out major upgrades to Gmail Help me write, its Gemini-powered email drafting tool. The AI feature now learns from your past emails to match your tone and style, while pulling relevant information directly from Google Drive. The smarter Gmail writing feature is expanding to Workspace Business, Enterprise, Education users, and Google One AI Premium subscribers.

Technology4 sources

Google expands Gmail Help me write AI feature with personalization upgrades for millions

Technology4 sources

Google AI Overviews now surface expert advice from Reddit and social media in search results

Google is overhauling its AI Search experience to include direct quotes from Reddit, discussion boards, and social media posts in a new Expert Advice section. The update aims to connect users with first-hand experiences but raises questions about information reliability, especially given AI Overviews' history of citing dubious sources like sarcastic Reddit comments advising people to put glue on pizza.

Technology19 sources

Google AI Overviews now surface expert advice from Reddit and social media in search results

Technology19 sources

Subquadratic claims 1,000x AI efficiency with 12 million token context window, researchers skeptical

Miami-based Subquadratic emerged from stealth with $29 million in seed funding, claiming its SubQ model is the first large language model built on fully subquadratic architecture. The company says it reduces compute by almost 1,000 times at 12 million tokens compared to frontier models, but AI researchers are demanding independent proof of the extraordinary claims before validating what could be a major inflection point in how AI systems scale.

Technology2 sources

Subquadratic claims 1,000x AI efficiency with 12 million token context window, researchers skeptical

Technology2 sources

Thomson Reuters beats revenue forecasts as fiduciary-grade AI demand surges among professionals

Thomson Reuters reported first-quarter revenue of $2.09 billion, a 10% increase that exceeded Wall Street expectations. The company reaffirmed its 2026 financial forecasts as demand for its fiduciary-grade AI products grows among legal, tax, and accounting professionals. CEO Steve Hasker emphasized that professional clients are choosing AI-integrated tools built on authoritative content over frontier AI models, with AI-based solutions now representing 30% of contract value.

Business2 sources

Thomson Reuters beats revenue forecasts as fiduciary-grade AI demand surges among professionals

Business2 sources

Google tests Ask YouTube AI search with conversational answers for Premium subscribers

Google is rolling out Ask YouTube, an experimental AI-powered search feature that transforms how users find content on the platform. Available to YouTube Premium subscribers in the US aged 18 and older until June 8, the feature delivers guided answers combining text summaries, timestamps, and video recommendations instead of traditional search results.

Technology15 sources

Google tests Ask YouTube AI search with conversational answers for Premium subscribers

Technology15 sources

Google Workspace Intelligence turns Gemini into an agentic assistant for office automation

Google announced Workspace Intelligence at Cloud Next 2026, a new AI system that transforms Gemini into an autonomous assistant across its productivity suite. The update connects Gmail, Docs, Sheets, and Drive to automate complex workflows, draft documents, and handle data entry tasks up to 9x faster than manual work.

Technology10 sources

Google Workspace Intelligence turns Gemini into an agentic assistant for office automation

Technology10 sources

Dropbox launches three apps inside ChatGPT to transform it into a productivity hub

Dropbox is launching three apps inside ChatGPT, bringing file storage, enterprise search, and AI scheduling directly into OpenAI's chat interface. The move positions ChatGPT as a central productivity operating system where knowledge workers can manage files, search company knowledge, and coordinate schedules without switching tools.

Technology2 sources

Dropbox launches three apps inside ChatGPT to transform it into a productivity hub

Technology2 sources

Google AI Mode expands restaurant booking globally as agentic features reach 8 new markets

Google is rolling out agentic dining capabilities in AI Mode across eight new international markets, enabling users to book restaurants through natural language queries. The feature scans multiple booking platforms for live availability and presents curated results with direct booking links, while a redesigned interface streamlines the experience on mobile devices.

Technology4 sources

Google AI Mode expands restaurant booking globally as agentic features reach 8 new markets

Technology4 sources

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