Perplexity llms.txt · AI Docs Browser · mdream [llms.txt Tools](https://mdream.dev/llms-txt/perplexity/llms-txt) # Perplexity llms.txt docs.perplexity.ai/llms.txt [Raw llms.txt](https://docs.perplexity.ai/llms.txt) [Raw llms-full.txt](https://docs.perplexity.ai/llms-full.txt) Copy Markdown [](https://docs.perplexity.ai/llms.txt) llms.txt Docs Cancel Agent Response Download Agent Response File List Agent Response Files Retrieve Agent Response Create Agent Response Get Async Chat Completion List Async Chat Completions Create Async Chat Completion Computer Usage Analytics Create Contextualized Embeddings Create Embeddings Generate Auth Token List Models Revoke Auth Token Search the Web Create Chat Completion API Key Management Computer Analytics API Rate Limits & Usage Tiers Background Mode Define the run Give it tools Keep context Prompt the agent Run code Structure the output Conversation state Image Attachments How to migrate from Sonar Migrate from Sonar to the Agent API Model Fallback Agent API Models OpenAI Compatibility Output Control Presets Prompt Guide Agent API Skills Custom Functions Fetch URL Content Finance Search MCP Tools overview People Search Sandbox Web Search Wide Research Working with Files Academic and Scholarly Search Daily AI Stock News PDF with Skills Deep Research Workflows RAG with Perplexity Embeddings Function Calling End-to-End VC Investment Memo Agent with LangGraph Memory Management Chat Summary Memory Buffer Persistent Chat Memory Multi-Provider Orchestration OpenAI Agents Integration Search Domain Filtering Patterns Streaming Citation Parsing Structured Output Extraction Examples Overview Agent Research Assistant Competitor Buzz Tracker Daily Knowledge Bot Perplexity Discord Bot Disease Information App Document Q&A with Embeddings Equity Research Brief Fact Checker CLI Document Q&A Financial News Tracker Image Analysis Multi-Provider Model Comparison Model Picker Academic Research Finder CLI Search News Monitor SEC Filing Search Talent Sourcer TypeScript Agent CLI Getting Started Cookbook 4Point Hoops | AI Basketball Analytics Platform Ellipsis | One-Click Podcast Generation Agent BazaarAISaathi | AI-Powered Indian Stock Market Assistant Briefo | Perplexity Powered News & Finance Social App CityPulse | AI-Powered Geospatial Discovery Search CycleSyncAI | Personalized Health Plans Powered by Sonar API Daily News Briefing | AI-Powered News Summaries for Obsidian Executive Intelligence | AI-Powered Strategic Decision Platform Fact Dynamics | Real-time Fact-Checking Flutter App FirstPrinciples | AI Learning Roadmap Generator FlameGuardAI | AI-powered wildfire prevention Flow & Focus | Personalized News for Genuine Understanding Greenify | Localized community-driven greenification/plantation solution with AI Monday – Voice-First AI Learning Assistant MVP LifeLine | AI Youth Empowerment Platform PerplexiCart | AI-Powered Value-Aligned Shopping Assistant PerplexiGrid | Interactive Analytics Dashboards Perplexity Client | Desktop AI Chat Interface with API Controls Perplexity Dart & Flutter SDKs Perplexity Lens | AI-Powered Knowledge Graph Browser Extension PosterLens | Scientific Poster Scanner & Research Assistant Sonar Chromium Browser | Native Search Omnibox and Context Menu StarPlex | AI-Powered Startup Intelligence Platform TruthTracer | AI-Powered Misinformation Detection Platform UnCovered | Real-Time Fact-Checking Chrome Extension Valetudo AI | Trusted Medical Answer Assistant Best Practices Contextualized Embeddings Embeddings API Standard Embeddings API Groups & Billing Perplexity with AG2 Perplexity with Agno Perplexity with Google Antigravity Perplexity with AnythingLLM Perplexity with CAMEL-AI Perplexity with Claude Code Perplexity with Composio Perplexity with Cursor Perplexity with Haystack Perplexity with LangChain Perplexity with LiteLLM Perplexity with LiveKit Agents Perplexity with Mastra Perplexity MCP Server Perplexity with n8n Perplexity with OpenClaw Perplexity with OpenCode Perplexity with Pipedream Perplexity with SuperPlane Perplexity with the Vercel AI SDK Overview Pricing Quickstart AWS Marketplace Changelog Get in Touch Frequently Asked Questions API Roadmap Perplexity Crawlers Privacy & Security System Status Best Practices Configuration Error Handling Quickstart Performance Optimization Type Safety Use Search API with the Anthropic SDK Use Search API with the Google Gemini SDK Use Search API with the OpenAI SDK Best Practices Search Date and Time Filters Search Domain Filter Search Language Filter People Search Perplexity Search API Core Features Search Filters Media & Attachments Models Sonar Sonar Deep Research Sonar Pro Sonar Reasoning Pro OpenAI SDK Compatibility Pro Search Classifier Quickstart Stream Mode: Concise vs Full Built-in Tool Capabilities Prompt Guide Sonar API OpenAPI Specs openapi openapi-auth Optional Community Blog ## What is Perplexity's llms.txt? Perplexity publishes an `/llms.txt` file that provides AI systems with a structured index of its documentation. It follows the [llms.txt specification](https://llmstxt.org), organizing links to guides, API references, and tutorials under section headings so that LLMs like ChatGPT, Claude, and Gemini can quickly understand what Perplexity offers and where to find details. Pass Spec 3 Sections 179 Links 37.6 KB Size ~9.6k Tokens Sections: Docs · OpenAPI Specs · Optional ## Add Perplexity Docs to Your AI Assistant Select your tool to see how to add Perplexity's llms.txt as a documentation source. Cursor Windsurf Claude Code ChatGPT Zed Copilot 1. 1 Open any chat or composer panel 2. 2 Type @Docs and select "Add new doc" 3. 3 Paste the URL: https://docs.perplexity.ai/llms.txt 4. 4 Wait for the green dot (indexing complete) 5. 5 Reference @Docs in chat when asking about Perplexity Cursor crawls the URL and indexes all subpages. Add a trailing slash to index child pages too. ## Spec Compliance 2 notes ## Frequently Asked Questions Where is Perplexity's llms.txt file? Perplexity publishes its llms.txt at https://docs.perplexity.ai/llms.txt. This file provides a structured, markdown-formatted index of Perplexity's documentation that AI systems can consume to understand the project's APIs, guides, and references. How do I use Perplexity's llms.txt with AI coding assistants? Copy the llms.txt content and paste it into your AI assistant (Cursor, Windsurf, Claude, ChatGPT) as context. This gives the AI an accurate map of Perplexity's documentation so it can provide better code suggestions and answers about Perplexity. What does Perplexity's llms.txt contain? Perplexity's llms.txt contains 3 sections and 179 documentation links in 37.6 KB (~9.6k tokens). Key sections include Docs, OpenAPI Specs, Optional. How many tokens does Perplexity's llms.txt use? The concise llms.txt index is approximately 9.6k tokens (37.6 KB). Most AI assistants can fit this within their context window. For the full expanded documentation, look for an llms-full.txt variant which embeds all content inline. Can I generate an llms.txt for my own project? Yes. Use the free llms.txt generator at mdream.dev/tools/llms-txt/generator to crawl your site and produce a spec-compliant llms.txt file. You can also validate existing files with the llms.txt validator. ## Browse More llms.txt Files [http://docs.copilotkit.ai llms.txt The Frontend Stack for Agents & Generative UI. React + Angular. 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