Google's AI research assistant that grounds answers in uploaded sources — PDFs, notes, audio.
RAGMemoryVoice
Demo · hover to play
55 agents · capability hub
AI agents with rag2026
Retrieval-Augmented Generation — agents that ground responses in your own data: docs, wiki, ticket history, codebase. The pattern behind every useful enterprise knowledge agent.
Want the technical definition? Read the rag glossary entry →
The 55 agents that ship rag
Multi-step research agent inside ChatGPT — autonomous browsing produces 5-30min citation-heavy reports.
BrowserRAGMemory
Demo · hover to playMicrosoft's AI work assistant — agents across Word, Excel, Outlook, Teams, and the Microsoft 365 stack.
Tool useRAGMemoryVisionDemo · hover to playAgentic AI search engine — multi-step web research with citations, code, and image modes.
BrowserRAGTool useDemo · hover to playAI assistant inside Notion — write, summarize, query your workspace, and run agents on connected data.
RAGMemoryTool useDemo · hover to playAI meeting agent that transcribes, summarizes, and extracts action items from every conversation.
VoiceRAGMemoryDemo · hover to playMulti-step research agent that produces sourced reports from a single question.
BrowserRAGMemory
Demo · hover to playKhan Academy's AI tutor — Socratic-style coaching for math, writing, history, and exam prep.
VoiceMemoryRAG
Demo · hover to playConversation-intelligence agent for sales and CS — transcribes, scores, and syncs calls to your CRM.
VoiceRAGMemoryTool useDemo · hover to playGeneral-purpose agent that turns a single prompt into a finished deliverable.
BrowserTool useCodeMemoryGet AGENTS20codeAGENTS20
Demo · hover to playAI search engine for scientific research — surfaces answers from 200M+ peer-reviewed papers.
RAGMemoryDemo · hover to playAWS's enterprise AI agent — coding assistant, business chat, and customizable Q apps grounded in your AWS data.
CodeTool useRAGMemoryDemo · hover to playHubSpot's AI agent layer for content, prospecting and CRM workflows — native to where marketing lives.
Tool useMemoryRAG
Demo · hover to playSales intelligence AI — 275M contact database plus AI sequences, dialer, and deal management.
Tool useMemoryRAGDemo · hover to playAI pendant + meeting recorder — captures conversations and surfaces them as searchable memory.
VoiceMemoryRAGDemo · hover to playSalesforce's platform for building and deploying AI agents inside your Salesforce instance.
Tool useRAGMemoryDemo · hover to playAutonomous coding agent grounded in your whole codebase — multi-file edits with deep context.
CodeTool useMemoryRAG
Demo · hover to playLong-running researcher inside Gemini that plans, browses and writes briefs.
BrowserRAGMemoryVision
Demo · hover to playAI search engine for developers — answers technical questions with code-first results and citations.
BrowserRAGMemoryDemo · hover to playCode intelligence agent for enterprise — answers questions about your code, navigates large monorepos.
CodeTool useRAGMemoryDemo · hover to playComposable agents for enrichment, scoring and outbound orchestration.
Tool useBrowserRAGDemo · hover to playRevenue intelligence AI — records, analyzes, and coaches every customer call across your sales org.
VoiceRAGMemoryTool use
Demo · hover to playAI digital workers for sales — Alice (SDR), Mike (SDR), and Jordan (CSM) handle full-cycle outbound.
BrowserTool useMemoryRAGDemo · hover to playAccount-based revenue platform with predictive AI — surfaces buyer intent signals and account scores.
RAGTool useResolution-based AI agent built into Intercom — pays for what it actually deflects.
RAGTool useMemoryDemo · hover to playEnterprise voice assistants for call centers — natural conversations that resolve customer calls.
VoiceTool useMemoryRAGDemo · hover to playEnterprise AI worker — unified search, work assistant, and custom agents grounded in your company knowledge.
RAGMemoryTool useDemo · hover to playAI agent inside Linear — triages issues, drafts engineering specs, runs cross-team workflows on tickets.
Tool useRAGMemory
Demo · hover to playAI sales execution platform — engagement sequences, deal forecasting, and conversation intelligence.
VoiceTool useMemoryRAG
Demo · hover to playAccount-based marketing platform with AI-driven account scoring and intent signals.
RAGTool useDemo · hover to playRevenue intelligence platform — captures all sales activity automatically and feeds pipeline analytics.
Tool useRAGMemoryDemo · hover to playAI employee for IT and HR — resolves helpdesk tickets, answers policy questions, automates internal ops.
RAGTool useMemoryDemo · hover to playAI customer service agent — resolves tickets across chat, email, voice with measurable deflection rates.
RAGTool useMemoryVoiceDemo · hover to playLiterature-review agent for academics — extracts and synthesizes from 200M+ papers.
RAGMemoryDemo · hover to playBranded customer-facing agents from the founders of Salesforce + Google.
VoiceTool useMemoryRAGDemo · hover to playCompetitive intelligence platform — tracks competitor moves and feeds sales teams winning battle cards.
RAGTool useMemoryDemo · hover to playAI docs platform — generates, maintains, and answers questions on your developer documentation.
RAGTool useMemoryDemo · hover to playAI legal associate for law firms — drafts, reviews, and researches across complex matters.
RAGMemoryTool useDemo · hover to playAI email client — natural-language search, summary, scheduled send, and AI-drafted replies grounded in your inbox.
RAGMemoryTool useDemo · hover to playSmart citations and AI research assistant — papers classified by supporting vs contrasting evidence.
RAGMemoryDemo · hover to playAI workflow agent that prioritizes a rep's day across calls, emails and tasks based on signal strength.
Tool useMemoryRAGSelf-organizing memory agent that captures and surfaces what matters.
MemoryRAGTool useDemo · hover to playAI sales agent for outbound — generates personalized sequences, manages cadences, and books meetings.
Tool useMemoryRAGDemo · hover to playAI recruiter "Olivia" — sources candidates, screens, schedules interviews, and handles onboarding logistics.
Tool useMemoryRAGVoice
Demo · hover to playSafety-focused AI healthcare agents — patient outreach, intake, chronic-care follow-up.
VoiceRAGTool useMemory
Demo · hover to playNo-code AI agent builder — design and ship multi-step LLM workflows that anyone on the team can edit.
Tool useMemoryMulti-agentRAGDemo · hover to playConversational support agents that resolve tickets like your best reps.
Tool useMemoryRAGDemo · hover to playAI-powered bookkeeping and CFO services for startups — autonomous monthly close with human reviewers.
Tool useMemoryRAG
Demo · hover to playAI talent intelligence — skills-based hiring, internal mobility, and workforce planning powered by deep learning.
RAGMemoryTool useDemo · hover to playConversational AI agent assist for contact centers — coaches reps and automates after-call work in real time.
VoiceTool useMemoryRAGDemo · hover to playAutonomous AI support agent — resolves tier-1 tickets across email and chat with measurable deflection.
RAGTool useMemoryDemo · hover to playAI controller — autonomous month-end close, reconciliations, flux analysis and variance commentary.
Tool useMemoryRAG
Demo · hover to playAI-driven bookkeeping for SMBs — categorizes transactions, reconciles bank feeds, generates monthly close.
Tool useMemoryRAGDemo · hover to playBuild durable agents that act on your internal data — open framework.
Tool useRAGMemoryMulti-agentDemo · hover to playAccount research agents that prep your AEs before every call.
BrowserRAGMemory
Demo · hover to play
Frequently asked
What is rag in AI agents?+
Retrieval-augmented generation — pulling relevant documents from a knowledge base before generating, so the LLM grounds its answer in your data.
Which AI agents support rag?+
55 agents in our index ship rag. The list above is sorted by community interest; NotebookLM, OpenAI Deep Research, Microsoft Copilot are the most-researched in 2026.
How do I evaluate rag in an AI agent?+
Look for: (1) reliability across edge cases, not just demo videos; (2) how the agent recovers when rag fails mid-task; (3) whether rag is the default mode or an opt-in feature. Production-ready agents publish rag benchmarks; demos and screenshots aren't enough.
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