Sonar Chat Completions has been replaced by the Agent API. This page is kept for customers with continued Sonar access. Migration guide here.
An advanced search model designed for complex queries, delivering deeper content understanding with enhanced search result accuracy and 2x more search results than standard Sonar.
Use Pro Search for enhanced search results with reasoning.
curl --request POST \ --url https://api.perplexity.ai/v1/sonar \ --header "Authorization: Bearer <token>" \ --header "Content-Type: application/json" \ --data '{ "model": "sonar-pro", "messages": [ { "role": "user", "content": "Analyze the competitive positioning of Perplexity in the AI search market and evaluate how Comet compares to similar offerings from other companies." } ] }' | jq
import requestsurl = "https://api.perplexity.ai/v1/sonar"payload = { "model": "sonar-pro", "messages": [ {"role": "user", "content": "Analyze the competitive positioning of Perplexity in the AI search market and evaluate how Comet compares to similar offerings from other companies."} ]}headers = { "Authorization": "Bearer <token>", "Content-Type": "application/json"}response = requests.post(url, json=payload, headers=headers)print(response.json())
Sample Response Metadata
Success Response
{"id": "12572668-b12a-4ce5-a697-57e22816a2ce","model": "sonar-pro","created": 1756486047,"usage": { "prompt_tokens": 26, "completion_tokens": 832, "total_tokens": 858, "search_context_size": "low", "cost": { "input_tokens_cost": 0.0, "output_tokens_cost": 0.012, "request_cost": 0.006, "total_cost": 0.019 }},"citations": [ "https://explodingtopics.com/blog/perplexity-ai-stats", "https://opentools.ai/news/perplexity-ceo-challenges-googles-ai-strategy-in-the-browser-wars", "https://taptwicedigital.com/stats/perplexity", "https://www.leanware.co/insights/comet-perplexity-everything-you-need-to-know", "https://www.index.dev/blog/perplexity-statistics"],"search_results": [ { "title": "The Latest Perplexity AI Stats (2025)", "url": "https://explodingtopics.com/blog/perplexity-ai-stats", "date": "2025-06-23", "last_updated": "2025-08-29", "snippet": "As of 2025, the AI space is valued at approximately $600 billion, with projections to increase by 500% over the next 5 years." }, { "title": "Perplexity CEO Challenges Google's AI Strategy in the ...", "url": "https://opentools.ai/news/perplexity-ceo-challenges-googles-ai-strategy-in-the-browser-wars", "date": "2025-07-17", "last_updated": "2025-07-17", "snippet": "For example, Perplexity's AI-driven browser, Comet, represents a direct challenge to Google's traditional search engine model by prioritizing ..." }, { "title": "7 Perplexity AI Statistics (2025): Revenue, Valuation, ...", "url": "https://taptwicedigital.com/stats/perplexity", "date": "2025-04-19", "last_updated": "2025-08-29", "snippet": "Perplexity AI holds a 6.2% market share in the AI search market. Perplexity AI is valued at $18 billion as of March 2025. Perplexity AI has ..." }, { "title": "Comet Perplexity: Everything You Need to Know - Leanware", "url": "https://www.leanware.co/insights/comet-perplexity-everything-you-need-to-know", "date": "2025-07-25", "last_updated": "2025-08-28", "snippet": "Learn what Perplexity Comet is, how it works, and why it's changing the AI landscape, from real-world uses and tech insights to pricing, ..." }, { "title": "50+ Perplexity AI Stats to Know in 2025", "url": "https://www.index.dev/blog/perplexity-statistics", "date": "2025-08-01", "last_updated": null, "snippet": "As of May 2025, Perplexity AI processes over 780 million monthly search queries, up from just 230 million in mid-2024. That's more than 30 ..." }],"object": "chat.completion","choices": [ { "index": 0, "finish_reason": "stop", "message": { "role": "assistant", "content": "Perplexity occupies a rapidly expanding and influential position in the AI search market, characterized by robust user growth, significant market share, and disruptive innovation through products like the Comet browser[1][3][5]. Comet, Perplexity's AI-driven browser, stands out by favoring a user-centric, agentic browsing experience, in marked contrast to traditional browsers and search tools built around advertising ecosystems[2][4].\n\n**Competitive Positioning of Perplexity:**\n- **Market Share & Growth**: Perplexity has achieved a 6.2% market share in AI search, with an $18 billion valuation as of March 2025[3]. The platform saw visits surge from 52.4 million in March 2024 to 159.7 million in March 2025—a nearly 192% increase in monthly visitors—and now processes over 780 million monthly queries[1][5].\n- **User Base**: With approximately 15 million active monthly users, Perplexity is among the most adopted AI search platforms[1].\n- **Strategic Focus**: Its strategy centers on synthesizing information from multiple sources, rather than relying on a single proprietary index or algorithm[3].\n- **Ecosystem Independence**: By launching its own browser, Perplexity extends beyond plug-ins and integrations, directly challenging the dominance of Google (Chrome/Search), Microsoft (Edge/Bing), and Apple (Safari)[4].\n\n**Comet's Distinct Approach Compared to Competitors:**\n\n| Feature | Comet (Perplexity) | Google Chrome/Search | Microsoft Edge/Bing | Others (e.g., Safari, Firefox) |\n|-------------------------------|------------------------------------------|--------------------------|------------------------|----------------------------------|\n| **Business Model** | Subscription-based, low ad reliance | Ad-driven | Mixed (ads + services) | Mainly traditional browsing |\n| **AI Integration** | Deeply agentic, task automation | Incipient (AI summaries)| Embedded search AI | Limited or add-on only |\n| **User Experience Focus** | Automation, personalization | Traffic/ads optimization| Integration w/ Windows | Privacy, open-source emphasis |\n| **Ecosystem Independence** | Fully standalone browser; own assistant | Chrome Store dependence | Tied to Windows | Add-ons, less AI-focused |\n\n**Key Innovations of Comet vs. Competitors:**\n- **Agentic Browsing**: Comet enables autonomous execution of user intent—tasks beyond search, such as form completion or navigation—leveraging AI agents to streamline workflows[2][4].\n- **Contextual Awareness**: Maintains session and browsing context for more relevant, personalized assistance[4].\n- **Cross-Tab Functionality**: Performs tasks across all tabs and logged-in sites, surpassing limitations of plug-ins or browser extensions[4].\n- **User-Centric Model**: Moves away from ad-driven monetization, focusing on delivering value through direct service and subscription[2].\n\n**Competitive Landscape and Impact:**\n- **Direct Challenge to Market Leaders**: Comet attacks the core of Google's and Microsoft's value proposition, offering a radically different vision centered on user benefit rather than maximizing ad engagement[2][4].\n- **Potential Market Shift**: The shift toward premium, AI-enhanced browsing reflects growing consumer willingness to pay for advanced features, potentially leading to reduced reliance on advertising industry-wide[2].\n- **Risk and Opportunities**: While incumbents possess vast resources, Perplexity's rapid innovation and its Comet ecosystem present a legitimate threat to traditional models—if it maintains reliability and continues scaling its offerings[3][4].\n\n**Summary**\nPerplexity's Comet browser redefines competition in the AI search and browsing space by prioritizing intelligence, agentic workflows, and user-centric design over the prevailing ad-driven model. Its suite of features and rapidly growing user base set it apart from legacy offerings from Google, Microsoft, Apple, and Mozilla, positioning Perplexity as a leader in the evolving landscape of AI-powered digital information services[1][2][3][4][5]." }, "delta": { "role": "assistant", "content": "" } }]}
Cost Breakdown for Sample Request
Token Usage
Prompt Tokens: 26
Completion Tokens: 832
Search Context Size: Low
1
Calculate Input Tokens Cost
26 tokens ÷ 1,000,000 × $3 = $0.000078
2
Calculate Output Tokens Cost
832 tokens ÷ 1,000,000 × $15 = $0.01248
3
Calculate Search Context Cost
1 request × $6 ÷ 1,000 = $0.006
4
Calculate Total Cost
$0.000078 + $0.01248 + $0.006 = $0.018558
Total cost for this request: $0.018558
⌘I
{"docsConfig":{"theme":"almond","$schema":"https://mintlify.com/docs.json","name":"Perplexity","description":"Perplexity API docs. Search: ranked web results with extracted page text for your own model. Agent: hosted models with web search and tools, returning a cited answer. Decisions: calibrated probabilities. Orchestrator (private preview): OpenAI- and Anthropic-format routing. Embeddings: vectors.","colors":{"primary":"#121516","light":"#F7F7F8","dark":"#121516"},"logo":{"light":"https://mintcdn.com/perplexity/gHf_T6roVjp3yaJv/logo/Perplexity_API_Platform.svg?fit=max\u0026auto=format\u0026n=gHf_T6roVjp3yaJv\u0026q=85\u0026s=07cab879ca2ce031bbc3da8b20f7ab90","dark":"https://mintcdn.com/perplexity/gHf_T6roVjp3yaJv/logo/Perplexity_API_Platform_Light.svg?fit=max\u0026auto=format\u0026n=gHf_T6roVjp3yaJv\u0026q=85\u0026s=416d5342d11094201b851dcf3eabdc9d","href":"/docs/getting-started/overview"},"favicon":"https://mintcdn.com/perplexity/1nonjPul2rlRMt-c/favicon.png?fit=max\u0026auto=format\u0026n=1nonjPul2rlRMt-c\u0026q=85\u0026s=f095c28dbad15e333c62683681f3ec20","api":{"examples":{"defaults":"required"}},"background":{"color":{"light":"#F7F7F8","dark":"#121516"}},"navbar":{"primary":{"type":"button","label":"Get Started","href":"https://console.perplexity.ai"}},"footer":{"socials":{"x":"https://x.com/perplexitydevs","discord":"https://discord.com/invite/perplexity-ai","website":"https://community.perplexity.ai"}},"search":{"prompt":"Search"},"seo":{"metatags":{"google-site-verification":"l-0uTKc1Uf60LaNt0Pkw1wLOBFEKoBIhUrv0EMr1J4U"},"indexing":"navigable"},"fonts":{"family":"GT Standard","weight":300,"source":"fonts/GT-Standard-S-Standard-Light.woff2","format":"woff2"},"icons":{"library":"tabler"},"banner":{"content":"For AI agents: see the complete [llms.txt](/llms.txt) documentation index.","dismissible":true},"errors":{"404":{"redirect":false,"title":"Page not found","description":"The page you're looking for doesn't exist. Try the [documentation home](/docs/getting-started/overview) or search above."}},"contextual":{"options":["copy","view","perplexity"],"display":"header"},"interaction":{"drilldown":false},"metadata":{"timestamp":false},"styling":{"latex":true},"navigation":{"global":{"anchors":[{"anchor":"Community","icon":{"style":"regular","name":"message-circle"},"href":"https://community.perplexity.ai"},{"anchor":"Blog","icon":{"style":"regular","name":"pencil"},"href":"https://research.perplexity.ai/articles"},{"anchor":"Changelog","icon":{"style":"regular","name":"clock"},"href":"/docs/resources/changelog"}]},"pages":[]}},"deployment":{"deploymentMetadataValue":{"subdomain":"perplexity","hasAudioNarration":false,"actualSubdomain":"perplexity","customDomains":["docs.perplexity.ai"],"gitSource":{"type":"github","owner":"ppl-ai","repo":"api-docs","deployBranch":"main","contentDirectory":"","isPrivate":true,"mountPath":"","label":""},"chroma":{"liveDeploymentHistoryId":"6ae8de10f9d8810c2db7907b","collectionId":"44737a50-f83c-4c63-a1fb-e56673b6c870","schemaVersion":"v3","latestBuiltDeploymentHistoryId":"6ae8de10f9d8810c2db7907b"},"feedback":{"thumbs":true},"entitlements":{"AI_CHAT":{"status":"ENABLED"},"REMOVE_BRANDING":{"status":"ENABLED"},"CONTEXTUAL_FEEDBACK":{"status":"ENABLED"},"CODE_SNIPPET_FEEDBACK":{"status":"ENABLED"},"WEB_MCP":{"status":"ENABLED"},"NARRATION":{"status":"ENABLED"}},"buildId":"6ae8de10f9d8810c2db7907b","clientVersion":"0.0.4045","searchFilterCounts":[{"language":"default","tag":"Docs","count":102},{"language":"default","tag":"Cookbook","count":88},{"language":"default","tag":"Agent API","count":55},{"language":"default","tag":"API Reference","count":36},{"language":"default","tag":"Examples","count":28},{"language":"default","tag":"Resources","count":28},{"language":"default","tag":"Integrations","count":21},{"language":"default","tag":"Guides","count":18},{"language":"default","tag":"Search API","count":13},{"language":"default","tag":"Tools","count":10}]},"assistantConfig":{"enableStarterQuestions":true},"basePath":"","hasChatPermissions":true,"hasWebMcpPermissions":true,"toggles":[{"name":"kill-isr","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"agent-mintlify-slack","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"agent-integrations-settings","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automations-pr-grouping","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"custom-prefix","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"analytics-v7","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"user-flows-analytics","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"no-publish-flow","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-onboarding","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"llms-txt-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"snapshot-serving-live","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"stripTemperatureMiddleware","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"support-platform-pylon-zendesk","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"snapshot-serving","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"instant-rollback","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"granular-notifications-server","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"granular-notifications","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automations-fable","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"fixed-ai-action-pricing","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automation-resolve-merge-conflict","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"scoped-publishing","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"mintql","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"page-level-analytics","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-version-history-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"billing-page-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"full-page-search","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workspace-projects","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"assistant-v5","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"byok-sep-25","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"fork-pr-previews","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"revalidation-jwt","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"vite-origin","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"billing-updated-9-15","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-sso-scim","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"hobby-abuse-scan","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"dashboard-inbox","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-signup","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"turbopuffer-dual-write","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-enabled","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"approve-review-flow","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"sso-setup-deadline-banner","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false}],"starterQuestions":[{"_id":"6983db9dfb7ad2556f59e58e","deploymentId":"65a9ccde8bfbe120a55f6d5b","questionText":"What is the Agent API?","status":"active","generatedBy":"manual","createdAt":"2026-02-04T23:51:57.148Z","updatedAt":"2026-02-13T03:11:32.396Z","__v":0},{"_id":"6983db84fb7ad2556f59e4ee","deploymentId":"65a9ccde8bfbe120a55f6d5b","questionText":"Which Agent API model should I use?","status":"active","generatedBy":"manual","createdAt":"2026-02-04T23:51:32.666Z","updatedAt":"2026-02-13T03:11:40.522Z","__v":0},{"_id":"6983db82fb7ad2556f59e4e1","deploymentId":"65a9ccde8bfbe120a55f6d5b","questionText":"How do I create an API key?","status":"active","generatedBy":"manual","createdAt":"2026-02-04T23:51:30.248Z","updatedAt":"2026-02-06T16:17:57.191Z","__v":0}],"googleFontsInlined":false},"customCss":[{"filePath":"styles.css","content":"@font-face{font-family:\"GT Standard\";src:url(/fonts/GT-Standard-S-Standard-Light.woff2) format(\"woff2\");font-weight:300;font-style:normal;font-display:swap}@font-face{font-family:\"GT Standard\";src:url(/fonts/GT-Standard-S-Standard-Regular.woff2) format(\"woff2\");font-weight:400;font-style:normal;font-display:swap}@font-face{font-family:\"GT Standard\";src:url(/fonts/GT-Standard-S-Standard-Medium.woff2) format(\"woff2\");font-weight:500;font-style:normal;font-display:swap}@font-face{font-family:\"GT Standard\";src:url(/fonts/GT-Standard-M-Standard-Medium.woff2) format(\"woff2\");font-weight:500;font-style:normal;font-display:swap}@font-face{font-family:\"GT Standard\";src:url(/fonts/GT-Standard-M-Standard-Semibold.woff2) format(\"woff2\");font-weight:600;font-style:normal;font-display:swap}@font-face{font-family:\"GT Standard\";src:url(/fonts/GT-Standard-L-Standard-Medium.woff2) format(\"woff2\");font-weight:500;font-style:normal;font-display:swap}@font-face{font-family:\"GT Standard Mono\";src:url(/fonts/GT-Standard-Mono-Standard-Regular.woff2) format(\"woff2\");font-weight:400;font-style:normal;font-display:swap}.font-mono,kbd,pre,samp{font-family:\"GT Standard Mono\",ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,\"Liberation Mono\",\"Courier New\",monospace;font-feature-settings:normal;font-variation-settings:normal;font-size:1em}:root{--color-primary:#121516;--color-paperwhite:#fbfaf4;--color-ecru:#F7F7F8;--color-offblack:#121516;--color-dark-turquoise-dark:rgba(34, 128, 140, 0.7);--color-dark-turquoise-light:rgba(44, 160, 171, 1);--color-foreground:#121516;--color-muted-foreground:#6b7280;--color-card:#F7F7F8;--color-border:#DBDDDE;--cb-agent-api-fg:#1a7a85;--cb-agent-api-bg:rgba(34, 128, 140, 0.12);--cb-search-api-fg:#2f6fae;--cb-search-api-bg:rgba(47, 111, 174, 0.12);--cb-embeddings-api-fg:#b05f2e;--cb-embeddings-api-bg:rgba(176, 95, 46, 0.12);--cb-sonar-api-fg:#977621;--cb-sonar-api-bg:rgba(157, 118, 52, 0.16);--cb-decisions-api-fg:#944454;--cb-decisions-api-bg:rgba(148, 68, 84, 0.12);--cb-category-fg:#475569;--cb-category-bg:rgba(71, 85, 105, 0.10);--cb-type-fg:#6b7280;--cb-type-bg:rgba(107, 114, 128, 0.10);--cb-popover-bg:#ffffff;--cb-popover-border:#e5e7eb;--cb-hover:rgba(18, 21, 22, 0.05);--cb-accent-fg:#1a7a85;--sonar-bg:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonarbgmainlight.svg\");--reasoning-bg:url(\"https://mintlify-assets.b-cdn.net/perplexity/reasoningbgmainlight.svg\");--deep-research-bg:url(\"https://mintlify-assets.b-cdn.net/perplexity/deepbgmainlight.svg\");--sonar-banner:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonarmodelbannerlight.svg\");--sonar-pro-banner:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonarpromodelbannerlight.svg\");--sonar-reasoning-banner:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonarreasoningbannerlight.svg\");--sonar-reasoning-pro-banner:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonarreasoningprobannerlight.svg\");--sonar-deep-research-banner:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonardeepbannerlight.svg\");--search-api-banner:url(\"https://docs.perplexity.ai/models/assets/search_api.png\");--sonar-sq:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonarbglight.svg\");--sonar-pro-sq:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonarprobglight.svg\");--reasoning-sq:url(\"https://mintlify-assets.b-cdn.net/perplexity/reasoningbglight.svg\");--reasoning-pro-sq:url(\"https://mintlify-assets.b-cdn.net/perplexity/reasoningprobglight.svg\");--deep-sq:url(\"https://mintlify-assets.b-cdn.net/perplexity/deepbglight.svg\")}.dark{--color-primary:#F7F7F8;--color-foreground:#F7F7F8;--color-muted-foreground:#9ca3af;--color-card:rgba(8, 31, 34, 0.3);--color-border:rgba(247, 247, 248, 0.2);--cb-agent-api-fg:#4aa6af;--cb-agent-api-bg:rgba(53, 189, 200, 0.16);--cb-search-api-fg:#6aa8e0;--cb-search-api-bg:rgba(76, 140, 210, 0.18);--cb-embeddings-api-fg:#e0915f;--cb-embeddings-api-bg:rgba(200, 120, 60, 0.22);--cb-sonar-api-fg:#cda456;--cb-sonar-api-bg:rgba(200, 160, 70, 0.20);--cb-decisions-api-fg:#d17f90;--cb-decisions-api-bg:rgba(200, 120, 140, 0.22);--cb-category-fg:#cbd5e1;--cb-category-bg:rgba(148, 163, 184, 0.18);--cb-type-fg:#9ca3af;--cb-type-bg:rgba(156, 163, 175, 0.16);--cb-popover-bg:#15191a;--cb-popover-border:rgba(247, 247, 248, 0.14);--cb-hover:rgba(247, 247, 248, 0.08);--cb-accent-fg:#4aa6af;--sonar-bg:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonarbgmain.svg\");--reasoning-bg:url(\"https://mintlify-assets.b-cdn.net/perplexity/reasoningbgmain.svg\");--deep-research-bg:url(\"https://mintlify-assets.b-cdn.net/perplexity/deepbgmain.svg\");--sonar-banner:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonarmodelbanner.svg\");--sonar-pro-banner:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonarpromodelbanner.svg\");--sonar-reasoning-banner:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonarreasoningbanner.svg\");--sonar-reasoning-pro-banner:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonarreasoningprobanner.svg\");--sonar-deep-research-banner:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonardeepbanner.svg\");--search-api-banner:url(\"https://docs.perplexity.ai/models/assets/search_api.png\");--sonar-sq:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonarbg.svg\");--sonar-pro-sq:url(\"https://mintlify-assets.b-cdn.net/perplexity/sonarprobg.svg\");--reasoning-sq:url(\"https://mintlify-assets.b-cdn.net/perplexity/reasoningbg.svg\");--reasoning-pro-sq:url(\"https://mintlify-assets.b-cdn.net/perplexity/reasoningprobg.svg\");--deep-sq:url(\"https://mintlify-assets.b-cdn.net/perplexity/deepbg.svg\")}h1{font-size:32px;line-height:38px;letter-spacing:.01em;color:#000}h2{font-size:28px;line-height:32px}h3{font-size:22px;line-height:26px}h4{font-weight:600;font-size:18px;line-height:21px}body,h1,h2,h3,h4,h5,h6{font-family:\"GT Standard\",sans-serif}h2,h3,h4,h5,h6{letter-spacing:-.02em}h5{font-size:17px;line-height:22px;color:rgba(18,21,22,.9)}h6{font-size:15px;line-height:17px}.dark h1{color:#fff}.dark .content a:hover,.dark .paragraph-small a:hover,.dark .text-sm a:hover,.dark article a:hover,.dark h2,.dark h3,.dark h4,.dark h6,.dark li a:hover,.dark main a:hover,.dark p a:hover{color:#f7f7f8}.dark h5{color:rgba(247,247,248,.9)}.mdx-content li,.prose [data-as=p],.prose span[data-as=p],p{font-family:\"GT Standard\",sans-serif;font-weight:300;font-size:16px;line-height:140%;letter-spacing:-.03em;color:#545658}.paragraph-large,.text-lg{font-weight:300;font-size:18px;line-height:140%;letter-spacing:-.03em;color:#545658}.font-medium,b,h1,h2,h3,h5,h6,strong{font-weight:500}.paragraph-small,.paragraph-xs,.text-sm,.text-xs{font-weight:300;font-size:14px;line-height:140%;letter-spacing:-.03em;color:#545658}.paragraph-xs,.text-xs{font-weight:400;font-size:13px}.dark .mdx-content li,.dark .paragraph-large,.dark .paragraph-small,.dark .paragraph-xs,.dark .prose [data-as=p],.dark .prose span[data-as=p],.dark .text-lg,.dark .text-sm,.dark .text-xs,.dark p{color:#abb0b3}.content a,article a,main a{text-decoration:underline}.content a,article a,li a,main a,p a{font-family:\"GT Standard\",sans-serif;font-weight:400;color:rgba(18,21,22,.6);transition:color .2s ease}.content a:hover,article a:hover,h2,h3,h4,h6,li a:hover,main a:hover,p a:hover{color:#121516}.dark .content a,.dark article a,.dark li a,.dark main a,.dark p a{color:rgba(247,247,248,.6)}html[data-current-path=\"/docs/cookbook\"] #page-context-menu{display:none!important}.cb-chip:hover{background-color:var(--cb-hover)}.dark .paragraph-small a,.dark .text-sm a{color:#abb0b3}[data-component-part=callout-content] a,[data-component-part=card-content] a,[data-component-part=step-content] a,a.link,li a,p a,span a{border-bottom:none!important;text-decoration:underline!important;text-decoration-thickness:1px!important;text-underline-offset:2px!important}a.model-card-link{border-bottom-width:1px!important;border-bottom-style:solid!important;border-bottom-color:var(--color-border)!important}a.model-card-link:hover{border-bottom-color:var(--color-primary)!important}#content-area li a.cookbook-card,#navbar a,.almond-layout .sidebar-group a,.almond-layout a,a.model-card-link{text-decoration:none!important}#content-area [data-component-part=callout-content] a,#content-area [data-component-part=card-content] a,#content-area [data-component-part=step-content] a,#content-area a.link,#content-area li a,#content-area p a,#content-area td a{text-decoration:underline!important;text-decoration-thickness:1px!important;text-underline-offset:2px!important}#topbar-cta-button a,#topbar-cta-button a span{font-family:\"GT Standard\",sans-serif!important;font-weight:500!important;color:#f7f7f8!important}#topbar-cta-button a,.dark #topbar-cta-button a{background-color:#1a6872!important}#topbar-cta-button{margin-right:36px!important}.dark code,code{padding:4px 8px;border-radius:4px}code{font-family:\"GT Standard Mono\",ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;font-weight:400;font-size:13px;line-height:18px;letter-spacing:-.02em;color:#545658!important;background-color:rgba(18,21,22,.04)!important}.dark code{color:#f7f7f8!important;background-color:rgba(247,247,248,.04)!important}#navbar a img{max-width:165px}#navbar .group .absolute.bg-primary{background-color:var(--color-primary)}.text-5xl{font-size:3rem}.text-paperwhite{color:var(--color-paperwhite)}.text-ecru{color:var(--color-ecru)}.text-offblack{color:var(--color-offblack)}.bg-dark-turquoise{background-color:var(--color-dark-turquoise-light)}.text-foreground{color:var(--color-foreground)}.text-muted-foreground{color:var(--color-muted-foreground)}.bg-card{background-color:var(--color-card)}.border-border{border-color:var(--color-border)}.text-primary{color:var(--color-primary)}.border-primary{border-color:var(--color-primary)}.hover\\:bg-primary\\/90:hover{background-color:rgba(34,128,140,.9)}.bg-primary{background-color:var(--color-primary)}.hover\\:border-primary\\/30:hover{border-color:rgba(34,128,140,.3)}.bg-primary\\/10{background-color:rgba(34,128,140,.1)}.bg-button-active{background-color:#92dce2}.bg-button-primary{background-color:#35bdc8}.bg-quickstart{background-color:#1a6872}.bg-search-box{background-color:rgba(222,247,249,.03)}.border-search-box{border-color:rgba(222,247,249,.3)}.bg-nav-selected{background-color:rgba(247,247,248,.1)}.bg-command-key{background-color:rgba(32,128,141,.3)}.text-command-key{color:rgba(222,247,249,.7)}.text-dark-primary{color:#121516}.btn-default{background-color:#121516;color:#f7f7f8;border-radius:9999px;padding:.75rem 1.5rem;font-weight:500;font-size:1rem;text-align:center;white-space:nowrap;transition:all .2s ease;display:inline-block;text-decoration:none;border:0;cursor:pointer}.btn-default:hover{background-color:#0b0c0d}.btn-outline,.dark .btn-default{background-color:#f7f7f8;color:#121516}.dark .btn-default:hover{background-color:#fff}.btn-outline{background-color:transparent;border:2px solid #121516;border-radius:9999px;padding:.75rem 1.5rem;font-weight:500;font-size:1rem;text-align:center;white-space:nowrap;transition:all .2s ease;display:inline-block;text-decoration:none;cursor:pointer}.btn-outline:hover{background-color:rgba(18,21,22,.06)}.dark .btn-outline{color:#f7f7f8;border-color:#f7f7f8}.dark .btn-outline:hover{background-color:rgba(247,247,248,.14)}.code-group.dark\\:text-gray-50:is(.dark *){background:rgba(8,31,34,.3);border-radius:12px;padding:1rem}.code-group.text-gray-950{border-radius:12px;padding:1rem}[id^=usecase-panel-] .code-group{margin:0!important;border:0!important}#navbar .ml-auto{margin-left:0!important;position:absolute!important;left:calc(50% + 92px)!important;transform:translateX(-50%)!important;width:auto!important;flex:none!important}#navbar .nav-tabs,.nav-tabs-item{display:flex!important;gap:24px!important;align-items:center!important}.nav-tabs-item{padding:10px 30px!important;justify-content:center!important;gap:10px!important;font-family:\"GT Standard\",sans-serif!important;font-size:13px!important;font-weight:400!important;letter-spacing:-.52px!important;line-height:normal!important;border-radius:100px!important;transition:all .2s ease!important;height:auto!important}.nav-tabs-item.text-gray-800{background-color:rgba(18,21,22,.06)!important}.dark .nav-tabs-item.dark\\:text-gray-200{background-color:rgba(247,247,248,.14)!important}.nav-tabs-item:hover:not([aria-current=page]):not(.active){background-color:rgba(18,21,22,.04)!important}.dark .nav-tabs-item:hover:not([aria-current=page]):not(.active){background-color:rgba(247,247,248,.08)!important}#table-of-contents>button span,.nav-tabs-item .absolute.bg-primary,.nav-tabs-item>.absolute{display:none!important}.dark,.dark #navbar,.dark .almond-layout,.dark .almond-layout>div,.dark .almond-layout>div>div,.dark .code-block,.dark .code-group,.dark [class*=\"bg-[#09090B]\"],.dark [class*=bg-gray-950]{background-color:#121516!important}.code-block,.code-group{background-color:#f7f7f8!important}.code-block pre,.code-block-background,.code-group pre,pre.shiki{background-color:#fff!important}.dark .code-block pre,.dark .code-block-background,.dark .code-group pre,.dark pre.shiki{background-color:#0b0c0d!important}.code-block code,.code-group code,.dark .code-block code,.dark .code-group code,.table tr{background-color:transparent!important}.homepage-code-block .code-group,.homepage-code-block .code-group pre{border-radius:6px!important}.callout{padding:16px 24px 16px 16px!important;border-radius:12px!important;border-width:1px!important;border-style:solid!important;gap:12px!important;overflow:visible!important}.callout [data-component-part=callout-icon]{margin-top:0!important}.callout [data-component-part=callout-content]{font-family:\"GT Standard\",sans-serif!important;font-weight:300!important;font-size:14px!important;letter-spacing:-.02em!important;line-height:140%!important}.callout [data-component-part=callout-content] [data-as=p],.callout [data-component-part=callout-content] p{margin-bottom:12px!important}#section-menu-dropdown .toc-item:last-child a,.callout [data-component-part=callout-content] [data-as=p]:last-child,.callout [data-component-part=callout-content] p:last-child{margin-bottom:0!important}.callout[data-callout-type=note]{background-color:rgba(66,145,210,.1)!important;border-color:rgba(66,145,210,.14)!important}.callout[data-callout-type=note] [data-component-part=callout-content],.callout[data-callout-type=note] [data-component-part=callout-icon] svg{color:#135b8c!important}.dark .callout[data-callout-type=note]{background-color:rgba(66,145,210,.18)!important;border-color:rgba(66,145,210,.18)!important}.dark .callout[data-callout-type=note] [data-component-part=callout-content],.dark .callout[data-callout-type=note] [data-component-part=callout-icon] svg{color:#63aef2!important}.callout[data-callout-type=info]{background-color:rgba(18,21,22,.06)!important;border-color:rgba(18,21,22,.1)!important}.callout[data-callout-type=info] [data-component-part=callout-content],.callout[data-callout-type=info] [data-component-part=callout-icon] svg{color:#545658!important}.dark .callout[data-callout-type=info]{background-color:rgba(247,247,248,.1)!important;border-color:rgba(247,247,248,.14)!important}.dark #header .text-lg.prose p,.dark .callout[data-callout-type=info] [data-component-part=callout-content],.dark .callout[data-callout-type=info] [data-component-part=callout-icon] svg{color:#abb0b3!important}.callout[data-callout-type=tip]{background-color:rgba(75,158,79,.1)!important;border-color:rgba(75,158,79,.14)!important}.callout[data-callout-type=tip] [data-component-part=callout-content],.callout[data-callout-type=tip] [data-component-part=callout-icon] svg{color:#136a22!important}.dark .callout[data-callout-type=tip]{background-color:rgba(75,158,79,.18)!important;border-color:rgba(75,158,79,.22)!important}.dark .callout[data-callout-type=tip] [data-component-part=callout-content],.dark .callout[data-callout-type=tip] [data-component-part=callout-icon] svg{color:#88bb8c!important}.callout[data-callout-type=warning]{background-color:rgba(203,134,6,.1)!important;border-color:rgba(203,134,6,.14)!important}.callout[data-callout-type=warning] [data-component-part=callout-content],.callout[data-callout-type=warning] [data-component-part=callout-icon] svg{color:#7b571e!important}.dark .callout[data-callout-type=warning]{background-color:rgba(203,134,6,.16)!important;border-color:rgba(203,134,6,.2)!important}.dark .callout[data-callout-type=warning] [data-component-part=callout-content],.dark .callout[data-callout-type=warning] [data-component-part=callout-icon] svg{color:#bca482!important}.callout[data-callout-type=check]{background-color:rgba(75,158,79,.1)!important;border-color:rgba(75,158,79,.14)!important}.callout[data-callout-type=check] [data-component-part=callout-content],.callout[data-callout-type=check] [data-component-part=callout-icon] svg{color:#136a22!important}.dark .callout[data-callout-type=check]{background-color:rgba(75,158,79,.18)!important;border-color:rgba(75,158,79,.22)!important}.dark .callout[data-callout-type=check] [data-component-part=callout-content],.dark .callout[data-callout-type=check] [data-component-part=callout-icon] svg{color:#88bb8c!important}.callout [data-component-part=callout-content] a{color:inherit!important;text-decoration:underline!important}#header .text-lg.prose p{font-family:\"GT Standard\",sans-serif!important;font-weight:300!important;font-size:18px!important;line-height:140%!important;letter-spacing:-.02em!important;color:#545658!important}.card{background-color:#f7f7f8!important}.dark .card{background-color:#121516!important}[data-component-part=card-content-container].flex{align-items:flex-start!important}[data-component-part=card-content]{font-family:\"GT Standard\",sans-serif!important;font-weight:300!important;font-size:14px!important;letter-spacing:-.02em!important;line-height:140%!important;color:#545658!important}.dark [data-component-part=card-content],.dark [data-component-part=step-content]>[data-as=p],.dark [data-component-part=step-content]>p{color:#abb0b3!important}#content-area.max-w-xl,#content-area[class*=\"--content-width\"]{max-width:56rem!important}hr{border:0!important;border-top:1px solid rgba(18,21,22,.2)!important;margin:56px 0!important}.dark hr{border-top:1px solid rgba(247,247,248,.2)!important}.steps{margin-left:18px!important}.step-container{padding-bottom:48px!important}.step-container:last-child{padding-bottom:0!important}[data-component-part=step-line]{width:1px!important;left:0!important;top:44px!important;height:calc(100% - 52px)!important;background:rgba(18,21,22,.1)!important;background-image:none!important}.dark [data-component-part=step-line]{background:rgba(247,247,248,.1)!important}[data-component-part=step-number]{margin-left:-18px!important;padding-top:0!important;padding-bottom:0!important}[data-component-part=step-number]>div:first-child{width:36px!important;height:36px!important;min-width:36px!important;min-height:36px!important;border-radius:50%!important;background-color:rgba(18,21,22,.06)!important;font-family:\"GT Standard\",sans-serif!important;font-weight:500!important;font-size:15px!important;line-height:17px!important;letter-spacing:-.02em!important;color:#121516!important}.dark [data-component-part=step-number]>div:first-child{background-color:rgba(247,247,248,.1)!important;color:#f7f7f8!important}.step-container>.w-full{padding-left:38px!important}[data-component-part=step-title]{font-family:\"GT Standard\",sans-serif!important;font-weight:500!important;font-size:17px!important;line-height:22px!important;letter-spacing:-.02em!important;color:#121516!important;margin-top:7px!important}.dark #section-menu-dropdown .toc-item a.border-primary,.dark #section-menu-dropdown .toc-item a.text-primary,.dark #section-menu-dropdown .toc-item a:hover,.dark #section-menu-dropdown .toc-item[data-depth=\"1\"] a.border-primary,.dark #section-menu-dropdown .toc-item[data-depth=\"1\"] a.text-primary,.dark #section-menu-dropdown .toc-item[data-depth=\"1\"] a:hover,.dark #section-menu-dropdown .toc-item[data-depth=\"2\"] a.border-primary,.dark #section-menu-dropdown .toc-item[data-depth=\"2\"] a.text-primary,.dark #section-menu-dropdown .toc-item[data-depth=\"2\"] a:hover,.dark .table td a:hover,.dark .toc-item a:hover,.dark .toc-item[data-depth=\"1\"] a:hover,.dark .toc-item[data-depth=\"2\"] a:hover,.dark [data-component-part=step-title]{color:#f7f7f8!important}[data-component-part=step-content]{margin-top:24px!important}[data-component-part=step-content]>[data-as=p],[data-component-part=step-content]>p{font-family:\"GT Standard\",sans-serif!important;font-weight:300!important;font-size:16px!important;line-height:140%!important;letter-spacing:-.02em!important;color:#545658!important}#table-of-contents>button{padding:0!important;margin-bottom:12px!important}#table-of-contents>button svg{width:24px!important;height:24px!important;stroke:rgba(18,21,22,.6)!important;stroke-width:1px!important}.dark #table-of-contents>button svg{stroke:rgba(247,247,248,.6)!important}#table-of-contents-content{border-left:1px solid rgba(18,21,22,.1)!important;padding-left:0!important;margin-left:0!important}.dark #table-of-contents-content{border-left-color:rgba(247,247,248,.1)!important}.toc-item{border-left:none!important;padding-left:0!important}#section-menu-dropdown .toc-item a,.toc-item a{font-family:\"GT Standard\",sans-serif!important;font-size:13px!important;font-weight:400!important;line-height:normal!important;letter-spacing:-.02em!important;color:rgba(18,21,22,.6)!important;display:block!important;text-decoration:none!important}.toc-item a{border-left:2px solid transparent!important;margin-left:-1px!important;padding:8px 0 8px 16px!important;transition:color .15s ease,border-color .15s ease!important}.toc-item a:hover{color:#121516!important}.dark .toc-item a{color:rgba(247,247,248,.6)!important}.toc-item a.border-primary,.toc-item a.text-primary,.toc-item a[data-active=true]{color:#121516!important;border-left-color:#121516!important;font-weight:400!important}.dark .toc-item a.border-primary,.dark .toc-item a.text-primary,.dark .toc-item a[data-active=true],.dark .toc-item[data-depth=\"1\"] a.border-primary,.dark .toc-item[data-depth=\"1\"] a.text-primary,.dark .toc-item[data-depth=\"1\"] a[data-active=true],.dark .toc-item[data-depth=\"2\"] a.border-primary,.dark .toc-item[data-depth=\"2\"] a.text-primary,.dark .toc-item[data-depth=\"2\"] a[data-active=true]{color:#f7f7f8!important;border-left-color:#f7f7f8!important}.toc-item[data-depth=\"1\"] a,.toc-item[data-depth=\"2\"] a{padding-left:36px!important;color:rgba(18,21,22,.5)!important}.toc-item[data-depth=\"2\"] a{padding-left:56px!important}.dark #section-menu-dropdown .toc-item[data-depth=\"1\"] a,.dark #section-menu-dropdown .toc-item[data-depth=\"2\"] a,.dark .toc-item[data-depth=\"1\"] a,.dark .toc-item[data-depth=\"2\"] a{color:rgba(247,247,248,.5)!important}.toc-item[data-depth=\"1\"] a:hover,.toc-item[data-depth=\"2\"] a:hover{color:#121516!important}.toc-item[data-depth=\"1\"] a.border-primary,.toc-item[data-depth=\"1\"] a.text-primary,.toc-item[data-depth=\"1\"] a[data-active=true],.toc-item[data-depth=\"2\"] a.border-primary,.toc-item[data-depth=\"2\"] a.text-primary,.toc-item[data-depth=\"2\"] a[data-active=true]{color:#121516!important;border-left-color:#121516!important}@media (max-width:1279px){#content-area{max-width:56rem!important}}#section-menu-btn{position:fixed;top:80px;right:24px;width:32px;height:32px;border-radius:6px;border:1px solid rgba(18,21,22,.4);background-color:#f7f7f8;display:none;align-items:center;justify-content:center;cursor:pointer;z-index:50;transition:background-color .15s ease,border-color .15s ease;padding:0}#section-menu-btn.open,#section-menu-btn:hover{background-color:#fcfcfc;border-color:rgba(18,21,22,.6)}#section-menu-btn svg{width:24px;height:24px;stroke:#121516;stroke-width:1px}.dark #section-menu-btn{background-color:#121516;border-color:rgba(247,247,248,.4)}.dark #section-menu-btn.open,.dark #section-menu-btn:hover{background-color:#1d2022}.dark #section-menu-btn svg{stroke:#f7f7f8}#section-menu-backdrop{position:fixed;inset:0;z-index:51;display:none}#section-menu-backdrop.open{display:block}#section-menu-dropdown{position:fixed;top:120px;right:24px;background-color:#f7f7f8;padding:25px;border:1px solid rgba(18,21,22,.2);border-radius:8px;box-shadow:0 4px 10px rgba(0,0,0,.1);z-index:52;width:229px;max-height:60vh;overflow-y:auto;transform-origin:top right;opacity:0;transform:scale(.95);pointer-events:none;transition:opacity .15s ease,transform .15s ease}#section-menu-dropdown.open{opacity:1;transform:scale(1);pointer-events:auto}.dark #section-menu-dropdown{background-color:#121516;border-color:rgba(247,247,248,.2);box-shadow:none}#section-menu-dropdown ul{list-style:none;margin:0;padding:0}#section-menu-dropdown .toc-item{border-left:none!important;padding-left:0!important}#section-menu-dropdown .toc-item a{border-left:none!important;border-radius:0!important;background:0 0!important;padding:0!important;margin-bottom:15px!important;transition:color .15s ease!important}#section-menu-dropdown .toc-item a:hover{color:#121516!important;background:0 0!important}#section-menu-dropdown .toc-item a.border-primary,#section-menu-dropdown .toc-item a.text-primary,#section-menu-dropdown .toc-item[data-depth=\"1\"] a.border-primary,#section-menu-dropdown .toc-item[data-depth=\"1\"] a.text-primary,#section-menu-dropdown .toc-item[data-depth=\"1\"] a:hover,#section-menu-dropdown .toc-item[data-depth=\"2\"] a.border-primary,#section-menu-dropdown .toc-item[data-depth=\"2\"] a.text-primary,#section-menu-dropdown .toc-item[data-depth=\"2\"] a:hover,.sidebar-group a.bg-primary\\/10 svg,.sidebar-group a:hover svg,.sidebar-group a[aria-current=page] svg,.sidebar-group button[aria-expanded]:hover svg,.table td a:hover{color:#121516!important}.dark #section-menu-dropdown .toc-item a,.dark .sidebar-group svg,.dark .table td a{color:rgba(247,247,248,.6)!important}#section-menu-dropdown .toc-item[data-depth=\"1\"] a{padding-left:20px!important;color:rgba(18,21,22,.5)!important}#section-menu-dropdown .toc-item[data-depth=\"2\"] a{padding-left:40px!important;color:rgba(18,21,22,.5)!important}@media (min-width:1280px){#section-menu-backdrop,#section-menu-btn,#section-menu-dropdown{display:none!important}}[data-table-wrapper=true]{width:100%!important;max-width:100%!important;margin-left:0!important;margin-right:0!important;padding-left:0!important;padding-right:0!important}[data-table-wrapper=true]::-webkit-scrollbar{height:8px;-webkit-appearance:none}[data-table-wrapper=true]::-webkit-scrollbar-track{background:0 0}[data-table-wrapper=true]::-webkit-scrollbar-thumb{background-color:rgba(18,21,22,.35);border-radius:4px}[data-table-wrapper=true]:hover::-webkit-scrollbar-thumb{background-color:rgba(18,21,22,.55)}.dark [data-table-wrapper=true]::-webkit-scrollbar-thumb{background-color:rgba(247,247,248,.35)}.dark [data-table-wrapper=true]:hover::-webkit-scrollbar-thumb{background-color:rgba(247,247,248,.55)}@supports not (selector(::-webkit-scrollbar)){[data-table-wrapper=true]{scrollbar-width:thin;scrollbar-color:rgba(18,21,22,.35) transparent}.dark [data-table-wrapper=true]{scrollbar-color:rgba(247,247,248,.35) transparent}}.table{border-collapse:collapse!important;border-spacing:0!important}.table td,.table th{font-family:\"GT Standard\",sans-serif!important;font-size:13px!important;letter-spacing:-.02em!important;padding:16px 16px 16px 0!important;border-top:none!important;border-left:none!important;border-right:none!important;background-color:transparent!important}.table th{font-weight:400!important;color:#121516!important;border-bottom:1px solid rgba(18,21,22,.3)!important;white-space:nowrap}.table td{font-weight:300!important;color:#545658!important;border-bottom:1px solid rgba(18,21,22,.1)!important}.table tbody tr:last-child td{border-bottom:none!important}.dark .table th{color:#f7f7f8!important;border-bottom-color:rgba(247,247,248,.3)!important}.dark .table td{color:#abb0b3!important;border-bottom-color:rgba(247,247,248,.1)!important}.table td strong{color:inherit!important}.table td code{font-size:13px!important;padding:2px 6px!important}.table td:first-child code{white-space:nowrap}.table td:nth-child(2){white-space:normal;word-break:break-word}.sidebar-group svg,.table td a{color:rgba(18,21,22,.6)!important}.table td a{text-decoration:underline!important;text-decoration-thickness:1px!important;text-underline-offset:2px!important;transition:color .2s ease}.sidebar-group a,.sidebar-group button[aria-expanded],.sidebar-group-header{font-size:13px!important;font-family:\"GT Standard\",sans-serif!important;letter-spacing:-.02em!important;color:#121516!important}.sidebar-group-header{font-weight:600!important;text-transform:none!important}.dark .sidebar-group a,.dark .sidebar-group a.bg-primary\\/10 svg,.dark .sidebar-group a:hover svg,.dark .sidebar-group a[aria-current=page] svg,.dark .sidebar-group button[aria-expanded],.dark .sidebar-group button[aria-expanded]:hover svg,.dark .sidebar-group-header{color:#f7f7f8!important}.sidebar-group a,.sidebar-group button[aria-expanded]{font-weight:400!important;line-height:140%!important;text-decoration:none!important;transition:background-color .15s ease,color .15s ease!important}.sidebar-group a.bg-primary\\/10,.sidebar-group a:hover,.sidebar-group a[aria-current=page],.sidebar-group button[aria-expanded]:hover{background:rgba(18,21,22,.06)!important;color:#121516!important;border-radius:8px!important}.dark .sidebar-group a.bg-primary\\/10,.dark .sidebar-group a:hover,.dark .sidebar-group a[aria-current=page],.dark .sidebar-group button[aria-expanded]:hover{background:rgba(247,247,248,.14)!important;color:#f7f7f8!important}.sidebar-group svg{width:16px!important;height:16px!important;stroke-width:1px!important}@media (min-width:1024px){#content-container:has(>.flex.flex-row-reverse>:is(#content-area.max-w-xl, #content-area[class*=\"--content-width\"])){padding-left:3rem!important;padding-right:1.5rem!important}#content-container>.flex.flex-row-reverse:has(>:is(#content-area.max-w-xl, #content-area[class*=\"--content-width\"])){padding-left:0!important;column-gap:1.5rem!important}#content-container>.flex.flex-row-reverse>#content-side-layout>#table-of-contents-layout{width:15rem!important;padding-left:1rem!important}#content-container>.flex.flex-row-reverse>#content-side-layout>#table-of-contents-layout #table-of-contents{width:14rem!important}#content-container>.flex.flex-row-reverse>:is(#content-area.max-w-xl, #content-area[class*=\"--content-width\"]){max-width:64rem!important}}"}],"page":{"pagePath":"docs/legacy/sonar/models/sonar-pro","slug":"/docs/legacy/sonar/models/sonar-pro","pageMetadata":{"hidden":true,"title":"Sonar Pro","sidebarTitle":"Sonar Pro","description":"Learn about Sonar Pro for advanced search, including pricing, API usage, and Pro Search support.","mode":"frame","href":"/docs/legacy/sonar/models/sonar-pro","hiddenSetByFrontmatter":true},"description":{"compiledSource":"\"use strict\";\nconst {jsx: _jsx} = arguments[0];\nconst {useMDXComponents: _provideComponents} = arguments[0];\nfunction _createMdxContent(props) {\n const _components = {\n p: \"p\",\n ..._provideComponents(),\n ...props.components\n };\n return _jsx(_components.p, {\n children: \"Learn about Sonar Pro for advanced search, including pricing, API usage, and Pro Search support.\"\n });\n}\nfunction MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);\n}\nreturn {\n default: MDXContent\n};\n","frontmatter":{},"scope":{}},"pageType":"default","mdx":{"mdxSource":{"compiledSource":"\"use strict\";const{Fragment:_Fragment,jsx:_jsx,jsxs:_jsxs}=arguments[0];const{useMDXComponents:_provideComponents}=arguments[0];const SonarLegacyNotice=()=>{const _components={a:`a`,..._provideComponents()},{Warning}=_components;if(!Warning)_missingMdxReference(`Warning`,true);return _jsxs(Warning,{children:[`Sonar Chat Completions has been replaced by the `,_jsx(_components.a,{href:`/docs/agent-api/quickstart`,children:`Agent API`}),`. This page is kept for customers with continued Sonar access. Migration guide `,_jsx(_components.a,{href:`/docs/agent-api/migrate-from-sonar/overview`,children:`here`}),`.`]})};function _createMdxContent(props){const _components={a:`a`,code:`code`,li:`li`,p:`p`,pre:`pre`,span:`span`,strong:`strong`,ul:`ul`,..._provideComponents(),...props.components},{Accordion,Check,CodeBlock,CodeGroup,Info,OptimizedImage,Step,Steps,_MdxComponentBoundary}=_components;if(!Accordion)_missingMdxReference(`Accordion`,true);if(!Check)_missingMdxReference(`Check`,true);if(!CodeBlock)_missingMdxReference(`CodeBlock`,true);if(!CodeGroup)_missingMdxReference(`CodeGroup`,true);if(!Info)_missingMdxReference(`Info`,true);if(!OptimizedImage)_missingMdxReference(`OptimizedImage`,true);if(!Step)_missingMdxReference(`Step`,true);if(!Steps)_missingMdxReference(`Steps`,true);if(!_MdxComponentBoundary)_missingMdxReference(`_MdxComponentBoundary`,true);return _jsxs(_Fragment,{children:[_jsx(`div`,{className:`mint-px-8 mint-pt-8`,children:_jsxs(_components.a,{href:`/docs/legacy/sonar/models`,className:`mint-inline-flex mint-items-center text-muted-foreground hover:text-foreground mint-transition-colors mint-text-sm`,children:[_jsx(`svg`,{className:`mint-w-4 mint-h-4 mint-mr-2`,fill:`none`,stroke:`currentColor`,viewBox:`0 0 24 24`,children:_jsx(`path`,{strokeLinecap:`round`,strokeLinejoin:`round`,strokeWidth:2,d:`M15 19l-7-7 7-7`})}),_jsx(_components.p,{children:`Models`})]})}),`\n`,_jsxs(`div`,{className:`mint-w-[80%] mint-max-w-5xl mint-mx-auto mint-px-8 sm:mint-px-8 lg:mint-px-12 xl:mint-px-16`,children:[_jsx(`div`,{className:`mint-text-white mint-px-8 mint-pt-8 mint-rounded-xl mint-mb-8`,children:_jsxs(`div`,{className:`mint-max-w-6xl mint-mx-auto`,children:[_jsxs(`div`,{className:`mint-mb-8`,children:[_jsx(`div`,{className:`mint-w-full mint-h-48 mint-rounded-lg mint-mb-6`,style:{backgroundImage:`var(--sonar-pro-banner)`,backgroundRepeat:`no-repeat`,backgroundSize:`cover`,backgroundPosition:`center`}}),_jsx(`div`,{className:`mint-flex mint-items-center mint-justify-between`,children:_jsxs(`div`,{className:`mint-flex items-left mint-gap-2 mint-flex-col`,children:[_jsx(`h1`,{className:`mint-text-3xl mint-font-semibold text-foreground`,children:`Sonar Pro`}),_jsx(`p`,{className:`mint-text-sm text-muted-foreground`,children:`Advanced search with enhanced search results`})]})})]}),_jsx(_MdxComponentBoundary,{name:`SonarLegacyNotice`,children:_jsx(SonarLegacyNotice,{})}),_jsxs(`div`,{className:`mint-text-left mint-w-full mint-pt-8 mint-border-b mint-border-t border-border mint-py-8`,children:[_jsx(`p`,{className:`mint-text-lg text-foreground mint-leading-relaxed`,children:_jsx(_components.p,{children:`An advanced search model designed for complex queries, delivering deeper content understanding with enhanced search result accuracy and 2x more search results than standard Sonar.`})}),_jsx(`p`,{className:`mint-mt-4 mint-text-sm text-muted-foreground`,children:_jsxs(_components.p,{children:[`Use `,_jsx(_components.a,{href:`/docs/legacy/sonar/pro-search/quickstart`,children:`Pro Search`}),` for enhanced search results with reasoning.`]})})]})]})}),_jsxs(`div`,{className:`mint-px-8 mint-border-b border-border mint-pb-8 mint-max-w-6xl mint-mx-auto`,children:[_jsxs(`div`,{className:`mint-flex items-left mint-gap-2 mint-flex-col`,children:[_jsx(`h2`,{className:`mint-text-lg mint-font-semibold mint-text-left text-foreground`,children:`Pricing`}),_jsx(_components.a,{className:`mint-text-left text-muted-foreground mint-mb-8 mint-text-sm`,href:`/docs/getting-started/pricing`,style:{textDecoration:`underline`},children:`See the full pricing and search context size guide.`})]}),_jsxs(`div`,{className:`mint-grid mint-grid-cols-1 md:mint-grid-cols-3 mint-gap-2`,children:[_jsx(`div`,{className:`bg-card mint-p-4 mint-rounded-lg mint-border border-border`,children:_jsxs(`div`,{className:`mint-text-left`,children:[_jsx(`div`,{className:`mint-mb-6`,children:_jsx(`h3`,{className:`mint-text-sm mint-font-semibold text-foreground`,children:`Input Tokens`})}),_jsx(`div`,{className:`mint-flex mint-justify-center mint-items-center`,children:_jsx(`span`,{className:`mint-text-xl text-foreground mint-font-mono`,children:`$3`})}),_jsx(`div`,{className:`mint-text-center mint-mt-2`,children:_jsx(`span`,{className:`mint-text-xs text-muted-foreground`,children:`Per 1M Tokens`})})]})}),_jsx(`div`,{className:`bg-card mint-p-4 mint-rounded-lg mint-border border-border`,children:_jsxs(`div`,{className:`mint-text-left`,children:[_jsx(`div`,{className:`mint-mb-6`,children:_jsx(`h3`,{className:`mint-text-sm mint-font-semibold text-foreground`,children:`Output Tokens`})}),_jsx(`div`,{className:`mint-flex mint-justify-center mint-items-center`,children:_jsx(`span`,{className:`mint-text-xl text-foreground mint-font-mono`,children:`$15`})}),_jsx(`div`,{className:`mint-text-center mint-mt-2`,children:_jsx(`span`,{className:`mint-text-xs text-muted-foreground`,children:`Per 1M Tokens`})})]})}),_jsx(`div`,{className:`bg-card mint-p-4 mint-rounded-lg mint-border border-border`,children:_jsxs(`div`,{className:`mint-text-left`,children:[_jsx(`h3`,{className:`mint-text-sm mint-font-semibold text-foreground mint-mb-2`,children:`Price Per 1K Requests`}),_jsx(`p`,{className:`mint-text-xs text-muted-foreground mint-mb-6`}),_jsxs(`div`,{className:`mint-space-y-2`,children:[_jsxs(`div`,{className:`mint-flex mint-justify-between mint-items-center`,children:[_jsx(`span`,{className:`mint-text-xl text-foreground mint-font-mono`,children:`$14`}),_jsx(`span`,{className:`mint-text-xl text-foreground mint-font-mono`,children:`$10`}),_jsx(`span`,{className:`mint-text-xl text-foreground mint-font-mono`,children:`$6`})]}),_jsxs(`div`,{className:`mint-flex mint-justify-between mint-items-center`,children:[_jsx(`span`,{className:`mint-text-xs text-muted-foreground`,children:`High`}),_jsx(`span`,{className:`mint-text-xs text-muted-foreground`,children:`Medium`}),_jsx(`span`,{className:`mint-text-xs text-muted-foreground`,children:`Low`})]})]})]})})]})]}),_jsxs(`div`,{className:`mint-px-8 mint-border-b border-border mint-py-8`,children:[_jsx(`h2`,{className:`mint-text-lg mint-font-semibold mint-text-left text-foreground mint-mb-8`,children:`Features`}),_jsxs(`div`,{className:`mint-grid mint-grid-cols-1 md:mint-grid-cols-2 mint-gap-8`,children:[_jsxs(`div`,{className:`mint-space-y-6`,children:[_jsxs(`div`,{className:`mint-flex mint-items-start mint-gap-4`,children:[_jsx(`div`,{className:`mint-w-8 mint-h-8 mint-flex mint-items-center mint-justify-center mint-flex-shrink-0`,children:_jsx(OptimizedImage,{src:`https://mintlify-assets.b-cdn.net/perplexity/arrow.svg`,alt:`Arrow`,className:`mint-w-8 mint-h-8`})}),_jsx(`div`,{children:_jsx(`h3`,{className:`mint-font-medium mint-mb-2`,children:`Non-reasoning model`})})]}),_jsxs(`div`,{className:`mint-flex mint-items-start mint-gap-4`,children:[_jsx(`div`,{className:`mint-w-8 mint-h-8 mint-flex mint-items-center mint-justify-center mint-flex-shrink-0`,children:_jsx(OptimizedImage,{src:`https://mintlify-assets.b-cdn.net/perplexity/searchicon.svg`,alt:`Search`,className:`mint-w-8 mint-h-8`})}),_jsx(`div`,{children:_jsx(`h3`,{className:`mint-font-medium mint-mb-2`,children:`Optimized for complex, multi-step Q\u0026A tasks`})})]}),_jsxs(`div`,{className:`mint-flex mint-items-start mint-gap-4`,children:[_jsx(`div`,{className:`mint-w-8 mint-h-8 mint-flex mint-items-center mint-justify-center mint-flex-shrink-0`,children:_jsx(OptimizedImage,{src:`https://mintlify-assets.b-cdn.net/perplexity/lengthicon.svg`,alt:`Length`,className:`mint-w-8 mint-h-8`})}),_jsx(`div`,{children:_jsx(`h3`,{className:`mint-font-medium mint-mb-2`,children:`200K context length`})})]})]}),_jsxs(`div`,{className:`mint-space-y-6`,children:[_jsxs(`div`,{className:`mint-flex mint-items-start mint-gap-4`,children:[_jsx(`div`,{className:`mint-w-8 mint-h-8 mint-flex mint-items-center mint-justify-center mint-flex-shrink-0`,children:_jsx(OptimizedImage,{src:`https://mintlify-assets.b-cdn.net/perplexity/speedicon.svg`,alt:`Speed`,className:`mint-w-8 mint-h-8`})}),_jsx(`div`,{children:_jsx(`h3`,{className:`mint-font-medium mint-mb-2`,children:`Advanced information retrieval architecture`})})]}),_jsxs(`div`,{className:`mint-flex mint-items-start mint-gap-4`,children:[_jsx(`div`,{className:`mint-w-8 mint-h-8 mint-flex mint-items-center mint-justify-center mint-flex-shrink-0`,children:_jsx(OptimizedImage,{src:`https://mintlify-assets.b-cdn.net/perplexity/citationicon.svg`,alt:`Citation`,className:`mint-w-8 mint-h-8`})}),_jsx(`div`,{children:_jsx(`h3`,{className:`mint-font-medium mint-mb-2`,children:`2x more search results than standard Sonar`})})]}),_jsxs(`div`,{className:`mint-flex mint-items-start mint-gap-4`,children:[_jsx(`div`,{className:`mint-w-8 mint-h-8 mint-flex mint-items-center mint-justify-center mint-flex-shrink-0`,children:_jsx(OptimizedImage,{src:`https://mintlify-assets.b-cdn.net/perplexity/lockicon.svg`,alt:`Lock`,className:`mint-w-8 mint-h-8`})}),_jsx(`div`,{children:_jsx(`h3`,{className:`mint-font-medium mint-mb-2`,children:`No training on customer data`})})]})]})]})]}),_jsxs(`div`,{className:`mint-px-8 mint-border-b border-border mint-py-8`,children:[_jsx(`h2`,{className:`mint-text-lg mint-font-semibold mint-text-left text-foreground mint-mb-8`,children:`Real World Use Cases`}),_jsxs(`div`,{className:`mint-grid mint-grid-cols-1 md:mint-grid-cols-3 mint-gap-8`,children:[_jsxs(`div`,{className:`mint-flex mint-items-start mint-gap-4`,children:[_jsx(`div`,{className:`mint-w-8 mint-h-8 mint-flex mint-items-center mint-justify-center mint-flex-shrink-0`,children:_jsx(OptimizedImage,{src:`https://mintlify-assets.b-cdn.net/perplexity/glasses.svg`,alt:`Research`,className:`mint-w-8 mint-h-8`})}),_jsx(`div`,{children:_jsx(`h3`,{className:`mint-font-medium mint-mb-2`,children:`Complex research questions requiring depth`})})]}),_jsxs(`div`,{className:`mint-flex mint-items-start mint-gap-4`,children:[_jsx(`div`,{className:`mint-w-8 mint-h-8 mint-flex mint-items-center mint-justify-center mint-flex-shrink-0`,children:_jsx(OptimizedImage,{src:`https://mintlify-assets.b-cdn.net/perplexity/search.svg`,alt:`Analysis`,className:`mint-w-8 mint-h-8`})}),_jsx(`div`,{children:_jsx(`h3`,{className:`mint-font-medium mint-mb-2`,children:`Comparative analysis across multiple sources`})})]}),_jsxs(`div`,{className:`mint-flex mint-items-start mint-gap-4`,children:[_jsx(`div`,{className:`mint-w-8 mint-h-8 mint-flex mint-items-center mint-justify-center mint-flex-shrink-0`,children:_jsx(OptimizedImage,{src:`https://mintlify-assets.b-cdn.net/perplexity/eye.svg`,alt:`Synthesis`,className:`mint-w-8 mint-h-8`})}),_jsx(`div`,{children:_jsx(`h3`,{className:`mint-font-medium mint-mb-2`,children:`Information synthesis and detailed reporting`})})]})]})]}),_jsxs(`div`,{className:`mint-px-8 mint-border-b border-border mint-py-8`,children:[_jsxs(CodeGroup,{children:[_jsx(CodeBlock,{filename:`cURL`,numberOfLines:`13`,language:`shellscript`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`shellscript`,children:_jsxs(_components.code,{language:`shellscript`,numberOfLines:`13`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#DCDCAA`},children:`curl`}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#569CD6`},children:` --request`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` POST`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D7BA7D`},children:` \\\\`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#569CD6`},children:` --url`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` https://api.perplexity.ai/v1/sonar`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D7BA7D`},children:` \\\\`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#569CD6`},children:` --header`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"Authorization: Bearer \u003ctoken>\"`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D7BA7D`},children:` \\\\`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#569CD6`},children:` --header`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"Content-Type: application/json\"`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D7BA7D`},children:` \\\\`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#569CD6`},children:` --data`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` '{`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"model\": \"sonar-pro\",`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"messages\": [`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` {`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"role\": \"user\",`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"content\": \"Analyze the competitive positioning of Perplexity in the AI search market and evaluate how Comet compares to similar offerings from other companies.\"`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` }`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` ]`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` }'`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:` |`}),_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#DCDCAA`},children:` jq`})]}),`\n`]})})}),_jsx(CodeBlock,{filename:`python`,numberOfLines:`17`,language:`python`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`python`,children:_jsxs(_components.code,{language:`python`,numberOfLines:`17`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#C586C0`},children:`import`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` requests`})]}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`url `}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"https://api.perplexity.ai/v1/sonar\"`})]}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`payload `}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"model\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"sonar-pro\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"messages\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: [`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"role\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"user\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"content\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Analyze the competitive positioning of Perplexity in the AI search market and evaluate how Comet compares to similar offerings from other companies.\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` ]`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`headers `}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"Authorization\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Bearer \u003ctoken>\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"Content-Type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"application/json\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`response `}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` requests.post(url, `}),_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:`json`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`payload, `}),_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:`headers`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`headers)`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#DCDCAA`},children:`print`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`(response.json())`})]}),`\n`]})})})]}),_jsx(_components.p,{children:_jsx(_components.strong,{children:`Sample Response Metadata`})}),_jsx(CodeBlock,{filename:`Success Response`,wrap:`true`,expandable:`true`,numberOfLines:`76`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`json`,children:_jsxs(_components.code,{language:`json`,numberOfLines:`76`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"id\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"12572668-b12a-4ce5-a697-57e22816a2ce\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"model\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"sonar-pro\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"created\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`1756486047`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"usage\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"prompt_tokens\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`26`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"completion_tokens\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`832`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"total_tokens\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`858`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"search_context_size\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"low\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"cost\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"input_tokens_cost\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`0.0`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"output_tokens_cost\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`0.012`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"request_cost\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`0.006`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"total_cost\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`0.019`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` }`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`},`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"citations\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: [`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"https://explodingtopics.com/blog/perplexity-ai-stats\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"https://opentools.ai/news/perplexity-ceo-challenges-googles-ai-strategy-in-the-browser-wars\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"https://taptwicedigital.com/stats/perplexity\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"https://www.leanware.co/insights/comet-perplexity-everything-you-need-to-know\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"https://www.index.dev/blog/perplexity-statistics\"`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`],`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"search_results\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: [`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"title\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"The Latest Perplexity AI Stats (2025)\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"url\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"https://explodingtopics.com/blog/perplexity-ai-stats\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"date\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"2025-06-23\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"last_updated\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"2025-08-29\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"snippet\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"As of 2025, the AI space is valued at approximately $600 billion, with projections to increase by 500% over the next 5 years.\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"title\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Perplexity CEO Challenges Google's AI Strategy in the ...\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"url\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"https://opentools.ai/news/perplexity-ceo-challenges-googles-ai-strategy-in-the-browser-wars\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"date\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"2025-07-17\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"last_updated\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"2025-07-17\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"snippet\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"For example, Perplexity's AI-driven browser, Comet, represents a direct challenge to Google's traditional search engine model by prioritizing ...\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"title\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"7 Perplexity AI Statistics (2025): Revenue, Valuation, ...\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"url\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"https://taptwicedigital.com/stats/perplexity\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"date\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"2025-04-19\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"last_updated\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"2025-08-29\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"snippet\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Perplexity AI holds a 6.2% market share in the AI search market. Perplexity AI is valued at $18 billion as of March 2025. Perplexity AI has ...\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"title\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Comet Perplexity: Everything You Need to Know - Leanware\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"url\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"https://www.leanware.co/insights/comet-perplexity-everything-you-need-to-know\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"date\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"2025-07-25\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"last_updated\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"2025-08-28\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"snippet\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Learn what Perplexity Comet is, how it works, and why it's changing the AI landscape, from real-world uses and tech insights to pricing, ...\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"title\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"50+ Perplexity AI Stats to Know in 2025\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"url\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"https://www.index.dev/blog/perplexity-statistics\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"date\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"2025-08-01\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"last_updated\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#569CD6`},children:`null`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"snippet\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"As of May 2025, Perplexity AI processes over 780 million monthly search queries, up from just 230 million in mid-2024. That's more than 30 ...\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` }`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`],`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"object\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"chat.completion\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"choices\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: [`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"index\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`0`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"finish_reason\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"stop\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"message\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"role\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"assistant\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:` \"content\": \"Perplexity occupies a rapidly expanding and influential position in the AI search market, characterized by robust user growth, significant market share, and disruptive innovation through products like the Comet browser[1][3][5]. Comet, Perplexity's AI-driven browser, stands out by favoring a user-centric, agentic browsing experience, in marked contrast to traditional browsers and search tools built around advertising ecosystems[2][4].\\\\n\\\\n**Competitive Positioning of Perplexity:**\\\\n- **Market Share \u0026 Growth**: Perplexity has achieved a 6.2% market share in AI search, with an $18 billion valuation as of March 2025[3]. The platform saw visits surge from 52.4 million in March 2024 to 159.7 million in March 2025—a nearly 192% increase in monthly visitors—and now processes over 780 million monthly queries[1][5].\\\\n- **User Base**: With approximately 15 million active monthly users, Perplexity is among the most adopted AI search platforms[1].\\\\n- **Strategic Focus**: Its strategy centers on synthesizing information from multiple sources, rather than relying on a single proprietary index or algorithm[3].\\\\n- **Ecosystem Independence**: By launching its own browser, Perplexity extends beyond plug-ins and integrations, directly challenging the dominance of Google (Chrome/Search), Microsoft (Edge/Bing), and Apple (Safari)[4].\\\\n\\\\n**Comet's Distinct Approach Compared to Competitors:**\\\\n\\\\n| Feature | Comet (Perplexity) | Google Chrome/Search | Microsoft Edge/Bing | Others (e.g., Safari, Firefox) |\\\\n|-------------------------------|------------------------------------------|--------------------------|------------------------|----------------------------------|\\\\n| **Business Model** | Subscription-based, low ad reliance | Ad-driven | Mixed (ads + services) | Mainly traditional browsing |\\\\n| **AI Integration** | Deeply agentic, task automation | Incipient (AI summaries)| Embedded search AI | Limited or add-on only |\\\\n| **User Experience Focus** | Automation, personalization | Traffic/ads optimization| Integration w/ Windows | Privacy, open-source emphasis |\\\\n| **Ecosystem Independence** | Fully standalone browser; own assistant | Chrome Store dependence | Tied to Windows | Add-ons, less AI-focused |\\\\n\\\\n**Key Innovations of Comet vs. Competitors:**\\\\n- **Agentic Browsing**: Comet enables autonomous execution of user intent—tasks beyond search, such as form completion or navigation—leveraging AI agents to streamline workflows[2][4].\\\\n- **Contextual Awareness**: Maintains session and browsing context for more relevant, personalized assistance[4].\\\\n- **Cross-Tab Functionality**: Performs tasks across all tabs and logged-in sites, surpassing limitations of plug-ins or browser extensions[4].\\\\n- **User-Centric Model**: Moves away from ad-driven monetization, focusing on delivering value through direct service and subscription[2].\\\\n\\\\n**Competitive Landscape and Impact:**\\\\n- **Direct Challenge to Market Leaders**: Comet attacks the core of Google's and Microsoft's value proposition, offering a radically different vision centered on user benefit rather than maximizing ad engagement[2][4].\\\\n- **Potential Market Shift**: The shift toward premium, AI-enhanced browsing reflects growing consumer willingness to pay for advanced features, potentially leading to reduced reliance on advertising industry-wide[2].\\\\n- **Risk and Opportunities**: While incumbents possess vast resources, Perplexity's rapid innovation and its Comet ecosystem present a legitimate threat to traditional models—if it maintains reliability and continues scaling its offerings[3][4].\\\\n\\\\n**Summary**\\\\nPerplexity's Comet browser redefines competition in the AI search and browsing space by prioritizing intelligence, agentic workflows, and user-centric design over the prevailing ad-driven model. Its suite of features and rapidly growing user base set it apart from legacy offerings from Google, Microsoft, Apple, and Mozilla, positioning Perplexity as a leader in the evolving landscape of AI-powered digital information services[1][2][3][4][5].\"`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"delta\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"role\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"assistant\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"content\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` }`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` }`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`]`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`]})})}),_jsxs(Accordion,{title:`Cost Breakdown for Sample Request`,id:`cost-breakdown-for-sample-request`,children:[_jsxs(Info,{children:[_jsx(_components.p,{children:_jsx(_components.strong,{children:`Token Usage`})}),_jsxs(_components.ul,{children:[`\n`,_jsx(_components.li,{children:`Prompt Tokens: 26`}),`\n`,_jsx(_components.li,{children:`Completion Tokens: 832`}),`\n`,_jsx(_components.li,{children:`Search Context Size: Low`}),`\n`]})]}),_jsxs(Steps,{children:[_jsx(Step,{title:`Calculate Input Tokens Cost`,children:_jsx(_components.p,{children:`26 tokens ÷ 1,000,000 × $3 = $0.000078`})}),_jsx(Step,{title:`Calculate Output Tokens Cost`,children:_jsx(_components.p,{children:`832 tokens ÷ 1,000,000 × $15 = $0.01248`})}),_jsx(Step,{title:`Calculate Search Context Cost`,children:_jsx(_components.p,{children:`1 request × $6 ÷ 1,000 = $0.006`})}),_jsx(Step,{title:`Calculate Total Cost`,children:_jsx(_components.p,{children:`$0.000078 + $0.01248 + $0.006 = $0.018558`})})]}),_jsx(Check,{children:_jsx(_components.p,{children:_jsx(_components.strong,{children:`Total cost for this request: $0.018558`})})})]})]})]})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{SonarLegacyNotice,default:MDXContent};function _missingMdxReference(id,component){throw new Error(`Expected `+(component?`component`:`object`)+\" `\"+id+\"` to be defined: you likely forgot to import, pass, or provide it.\")}","frontmatter":{},"scope":{"config":{},"pageMetadata":{"hidden":true,"title":"Sonar Pro","sidebarTitle":"Sonar Pro","description":"Learn about Sonar Pro for advanced search, including pricing, API usage, and Pro Search support.","mode":"frame","href":"/docs/legacy/sonar/models/sonar-pro","hiddenSetByFrontmatter":true}}},"mdxSourceWithNoJs":null},"mdxExtracts":{"tableOfContents":[],"codeExamples":{}},"jsLinks":["/_mintlify/custom/perplexity/a3bce64cf9d1b46a/section-menu.js","/_mintlify/custom/perplexity/594e3514bce8f9d1/navbar-cta.js","/_mintlify/custom/perplexity/72c576fa3737c96e/singular-tracking.js"],"dynamicCss":".mint-mx-auto {\n margin-left: auto;\n margin-right: auto\n}\n.mint-mb-2 {\n margin-bottom: 0.5rem\n}\n.mint-mb-6 {\n margin-bottom: 1.5rem\n}\n.mint-mb-8 {\n margin-bottom: 2rem\n}\n.mint-mr-2 {\n margin-right: 0.5rem\n}\n.mint-mt-2 {\n margin-top: 0.5rem\n}\n.mint-mt-4 {\n margin-top: 1rem\n}\n.mint-flex {\n display: flex\n}\n.mint-inline-flex {\n display: inline-flex\n}\n.mint-grid {\n display: grid\n}\n.mint-h-4 {\n height: 1rem\n}\n.mint-h-48 {\n height: 12rem\n}\n.mint-h-8 {\n height: 2rem\n}\n.mint-w-4 {\n width: 1rem\n}\n.mint-w-8 {\n width: 2rem\n}\n.mint-w-\\[80\\%\\] {\n width: 80%\n}\n.mint-w-full {\n width: 100%\n}\n.mint-max-w-5xl {\n max-width: 64rem\n}\n.mint-max-w-6xl {\n max-width: 72rem\n}\n.mint-flex-shrink-0 {\n flex-shrink: 0\n}\n.mint-grid-cols-1 {\n grid-template-columns: repeat(1, minmax(0, 1fr))\n}\n.mint-flex-col {\n flex-direction: column\n}\n.mint-items-start {\n align-items: flex-start\n}\n.mint-items-center {\n align-items: center\n}\n.mint-justify-center {\n justify-content: center\n}\n.mint-justify-between {\n justify-content: space-between\n}\n.mint-gap-2 {\n gap: 0.5rem\n}\n.mint-gap-4 {\n gap: 1rem\n}\n.mint-gap-8 {\n gap: 2rem\n}\n.mint-space-y-2 > :not([hidden]) ~ :not([hidden]) {\n --tw-space-y-reverse: 0;\n margin-top: calc(0.5rem * calc(1 - var(--tw-space-y-reverse)));\n margin-bottom: calc(0.5rem * var(--tw-space-y-reverse))\n}\n.mint-space-y-6 > :not([hidden]) ~ :not([hidden]) {\n --tw-space-y-reverse: 0;\n margin-top: calc(1.5rem * calc(1 - var(--tw-space-y-reverse)));\n margin-bottom: calc(1.5rem * var(--tw-space-y-reverse))\n}\n.mint-rounded-lg {\n border-radius: 0.5rem\n}\n.mint-rounded-xl {\n border-radius: 0.75rem\n}\n.mint-border {\n border-width: 1px\n}\n.mint-border-b {\n border-bottom-width: 1px\n}\n.mint-border-t {\n border-top-width: 1px\n}\n.mint-p-4 {\n padding: 1rem\n}\n.mint-px-8 {\n padding-left: 2rem;\n padding-right: 2rem\n}\n.mint-py-8 {\n padding-top: 2rem;\n padding-bottom: 2rem\n}\n.mint-pb-8 {\n padding-bottom: 2rem\n}\n.mint-pt-8 {\n padding-top: 2rem\n}\n.mint-text-left {\n text-align: left\n}\n.mint-text-center {\n text-align: center\n}\n.mint-font-mono {\n font-family: ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, \"Liberation Mono\", \"Courier New\", monospace\n}\n.mint-text-3xl {\n font-size: 1.875rem;\n line-height: 2.25rem\n}\n.mint-text-lg {\n font-size: 1.125rem;\n line-height: 1.75rem\n}\n.mint-text-sm {\n font-size: 0.875rem;\n line-height: 1.25rem\n}\n.mint-text-xl {\n font-size: 1.25rem;\n line-height: 1.75rem\n}\n.mint-text-xs {\n font-size: 0.75rem;\n line-height: 1rem\n}\n.mint-font-medium {\n font-weight: 500\n}\n.mint-font-semibold {\n font-weight: 600\n}\n.mint-leading-relaxed {\n line-height: 1.625\n}\n.mint-text-white {\n --tw-text-opacity: 1;\n color: rgb(255 255 255 / var(--tw-text-opacity, 1))\n}\n.mint-transition-colors {\n transition-property: color, background-color, border-color, text-decoration-color, fill, stroke;\n transition-timing-function: cubic-bezier(0.4, 0, 0.2, 1);\n transition-duration: 150ms\n}\n@media (min-width: 640px) {\n .sm\\:mint-px-8 {\n padding-left: 2rem;\n padding-right: 2rem\n }\n}\n@media (min-width: 768px) {\n .md\\:mint-grid-cols-2 {\n grid-template-columns: repeat(2, minmax(0, 1fr))\n }\n .md\\:mint-grid-cols-3 {\n grid-template-columns: repeat(3, minmax(0, 1fr))\n }\n}\n@media (min-width: 1024px) {\n .lg\\:mint-px-12 {\n padding-left: 3rem;\n padding-right: 3rem\n }\n}\n@media (min-width: 1280px) {\n .xl\\:mint-px-16 {\n padding-left: 4rem;\n padding-right: 4rem\n }\n}","subdomain":"perplexity","siteName":"Perplexity","title":"Sonar Pro - Perplexity","navMaps":{"firstHrefInVersion":{},"firstHrefInLanguage":{}},"lastModified":"2026-09-28T20:03:42.730Z","originalFileLocation":"docs/legacy/sonar/models/sonar-pro.mdx"},"headHtml":"\u003cscript data-mint-head>(function(){var d=document.documentElement,p=null;if(!p){try{p=localStorage.getItem(\"isDarkMode\")}catch(e){}if(p==='true')p='dark';else if(p==='false')p='light';if(p!=='light'\u0026\u0026p!=='dark'\u0026\u0026p!=='system')p=\"system\"}var r=p==='system'?(matchMedia(\"(prefers-color-scheme: dark)\").matches?'dark':'light'):p;d.classList.remove(r==='dark'?'light':'dark');d.classList.add(r);d.setAttribute(\"data-theme-preference\",p)})();\u003c/script>\u003cmeta data-mint-head name=\"description\" content=\"Learn about Sonar Pro for advanced search, including pricing, API usage, and Pro Search support.\">\u003cmeta data-mint-head name=\"application-name\" content=\"Perplexity\">\u003cmeta data-mint-head name=\"generator\" content=\"Mintlify\">\u003cmeta data-mint-head name=\"robots\" content=\"noindex\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"/mintlify-assets/_mintlify/favicons/perplexity/rSPP83rcZL_iw-xo/_generated/favicon/android-chrome-192x192.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"/mintlify-assets/_mintlify/favicons/perplexity/rSPP83rcZL_iw-xo/_generated/favicon/apple-touch-icon.png\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/mintlify-assets/_mintlify/favicons/perplexity/rSPP83rcZL_iw-xo/_generated/favicon/favicon-16x16.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/mintlify-assets/_mintlify/favicons/perplexity/rSPP83rcZL_iw-xo/_generated/favicon/favicon-32x32.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/mintlify-assets/_mintlify/favicons/perplexity/rSPP83rcZL_iw-xo/_generated/favicon/favicon.ico\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"/mintlify-assets/_mintlify/favicons/perplexity/rSPP83rcZL_iw-xo/_generated/favicon-dark/android-chrome-192x192.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/mintlify-assets/_mintlify/favicons/perplexity/rSPP83rcZL_iw-xo/_generated/favicon-dark/favicon-16x16.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/mintlify-assets/_mintlify/favicons/perplexity/rSPP83rcZL_iw-xo/_generated/favicon-dark/favicon-32x32.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/mintlify-assets/_mintlify/favicons/perplexity/rSPP83rcZL_iw-xo/_generated/favicon-dark/favicon.ico\" media=\"(prefers-color-scheme: dark)\">\u003cmeta data-mint-head property=\"og:title\" content=\"Sonar Pro - Perplexity\">\u003cmeta data-mint-head property=\"og:description\" content=\"Learn about Sonar Pro for advanced search, including pricing, API usage, and Pro Search support.\">\u003cmeta data-mint-head property=\"og:site_name\" content=\"Perplexity\">\u003cmeta data-mint-head property=\"og:url\" content=\"https://docs.perplexity.ai/docs/legacy/sonar/models/sonar-pro\">\u003cmeta data-mint-head property=\"og:type\" content=\"website\">\u003cmeta data-mint-head property=\"og:image\" content=\"https://perplexity.mintlify.app/_mintlify/api/og/v2?division=Documentation\u0026amp;title=Sonar+Pro\u0026amp;description=Learn+about+Sonar+Pro+for+advanced+search%2C+including+pricing%2C+API+usage%2C+and+Pro+Search+support.\u0026amp;theme=0c682f4b9a1b4bccaac4b8e9\u0026amp;signature=9b3de7b5d0cb5bb7596732a257800c9ea21454a6727143899495392ce9ed592f\">\u003cmeta data-mint-head property=\"og:image:width\" content=\"1200\">\u003cmeta data-mint-head property=\"og:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"twitter:card\" content=\"summary_large_image\">\u003cmeta data-mint-head name=\"twitter:title\" content=\"Sonar Pro - Perplexity\">\u003cmeta data-mint-head name=\"twitter:description\" content=\"Learn about Sonar Pro for advanced search, including pricing, API usage, and Pro Search support.\">\u003cmeta data-mint-head name=\"twitter:image\" content=\"https://perplexity.mintlify.app/_mintlify/api/og/v2?division=Documentation\u0026amp;title=Sonar+Pro\u0026amp;description=Learn+about+Sonar+Pro+for+advanced+search%2C+including+pricing%2C+API+usage%2C+and+Pro+Search+support.\u0026amp;theme=0c682f4b9a1b4bccaac4b8e9\u0026amp;signature=9b3de7b5d0cb5bb7596732a257800c9ea21454a6727143899495392ce9ed592f\">\u003cmeta data-mint-head name=\"twitter:image:width\" content=\"1200\">\u003cmeta data-mint-head name=\"twitter:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"msapplication-config\" content=\"/mintlify-assets/_mintlify/favicons/perplexity/rSPP83rcZL_iw-xo/_generated/favicon/browserconfig.xml\">\u003cmeta data-mint-head name=\"apple-mobile-web-app-title\" content=\"Perplexity\">\u003cmeta data-mint-head name=\"msapplication-TileColor\" content=\"#121516\">\u003cmeta data-mint-head name=\"google-site-verification\" content=\"l-0uTKc1Uf60LaNt0Pkw1wLOBFEKoBIhUrv0EMr1J4U\">\u003clink data-mint-head rel=\"canonical\" href=\"https://docs.perplexity.ai/docs/legacy/sonar/models/sonar-pro\">\u003clink data-mint-head rel=\"alternate\" type=\"application/xml\" href=\"/sitemap.xml\">\u003clink data-mint-head rel=\"alternate\" type=\"text/markdown\" href=\"/docs/legacy/sonar/models/sonar-pro.md\">","siteName":"Perplexity","nav":{"global":{"anchors":[{"anchor":"Community","icon":{"style":"regular","name":"message-circle"},"href":"https://community.perplexity.ai"},{"anchor":"Blog","icon":{"style":"regular","name":"pencil"},"href":"https://research.perplexity.ai/articles"},{"anchor":"Changelog","icon":{"style":"regular","name":"clock"},"href":"/docs/resources/changelog"}]},"tabs":[{"tab":"Docs","groups":[{"group":"Getting Started","pages":[{"mode":"frame","title":"Overview","href":"/docs/getting-started/overview"},{"title":"Quickstart","href":"/docs/getting-started/quickstart"},{"title":"Pricing","href":"/docs/getting-started/pricing"},{"title":"Perplexity API MCP Server","sidebarTitle":"Perplexity API MCP","href":"/docs/getting-started/integrations/mcp-server"},{"title":"Perplexity Computer MCP Server","sidebarTitle":"Perplexity Computer MCP","href":"/docs/getting-started/integrations/computer-mcp-server"},{"title":"Perplexity CLI","href":"/docs/cli/overview"}]},{"group":"Orchestrator API","pages":[{"title":"Perplexity Orchestrator API","sidebarTitle":"Quickstart","href":"/docs/router/quickstart"},{"title":"Orchestrator Models \u0026 Pricing","sidebarTitle":"Models","href":"/docs/router/models"},{"title":"Routing \u0026 Reliability","href":"/docs/router/routing-and-reliability"}]},{"group":"Agent API","boost":3,"pages":[{"title":"Agent API","sidebarTitle":"Quickstart","href":"/docs/agent-api/quickstart"},{"group":"Building agents","pages":[{"title":"Define the run","sidebarTitle":"Define the run","href":"/docs/agent-api/building-agents/define-the-run"},{"title":"Prompt the agent","sidebarTitle":"Prompt the agent","href":"/docs/agent-api/building-agents/prompt-the-agent"},{"title":"Give it tools","sidebarTitle":"Give it tools","href":"/docs/agent-api/building-agents/give-it-tools"},{"title":"Run code","sidebarTitle":"Run code","href":"/docs/agent-api/building-agents/run-code"},{"title":"Structure the output","sidebarTitle":"Structure the output","href":"/docs/agent-api/building-agents/shape-output"},{"title":"Keep context","sidebarTitle":"Keep context","href":"/docs/agent-api/building-agents/keep-context"}]},{"group":"Models \u0026 Configuration","pages":[{"title":"Agent API Models","sidebarTitle":"Models","mode":"wide","href":"/docs/agent-api/models"},{"title":"Effort","sidebarTitle":"Effort","href":"/docs/agent-api/effort"},{"title":"Profiles","sidebarTitle":"Profiles","href":"/docs/agent-api/profiles"},{"title":"Model Fallback","sidebarTitle":"Model Fallback","href":"/docs/agent-api/model-fallback"}]},{"group":"Tools","expanded":false,"pages":[{"title":"Tools overview","sidebarTitle":"Overview","href":"/docs/agent-api/tools/overview"},{"title":"Web Search","sidebarTitle":"Web Search","href":"/docs/agent-api/tools/web-search"},{"title":"Image Search","sidebarTitle":"Image Search","href":"/docs/agent-api/tools/image-search"},{"title":"Sandbox","sidebarTitle":"Sandbox","href":"/docs/agent-api/tools/sandbox"},{"title":"Fetch URL Content","sidebarTitle":"Fetch URL Content","href":"/docs/agent-api/tools/fetch-url-content"},{"title":"Finance Search","sidebarTitle":"Finance Search","href":"/docs/agent-api/tools/finance-search"},{"title":"People Search","sidebarTitle":"People Search","href":"/docs/agent-api/tools/people-search"},{"title":"MCP","sidebarTitle":"MCP","href":"/docs/agent-api/tools/mcp"},{"title":"Connectors","sidebarTitle":"Connectors","href":"/docs/agent-api/tools/connectors"},{"title":"Custom Functions","sidebarTitle":"Custom Functions","href":"/docs/agent-api/tools/custom-functions"}]},{"group":"Features","pages":[{"title":"Output Control","href":"/docs/agent-api/output-control"},{"title":"Conversation state","sidebarTitle":"Conversation state","href":"/docs/agent-api/conversation-state"},{"title":"Image Attachments","href":"/docs/agent-api/image-attachments"},{"title":"Background Mode","sidebarTitle":"Background Mode","href":"/docs/agent-api/background-mode"},{"title":"Batch API","sidebarTitle":"Batch API","href":"/docs/agent-api/batch"},{"title":"Working with Files","sidebarTitle":"Working with Files","href":"/docs/agent-api/working-with-files"},{"title":"Skills","sidebarTitle":"Skills","href":"/docs/agent-api/skills"}]},{"title":"OpenAI Compatibility","href":"/docs/agent-api/openai-compatibility"},{"group":"Migrate from Sonar","pages":[{"title":"Migrate from Sonar to the Agent API","sidebarTitle":"Overview","href":"/docs/agent-api/migrate-from-sonar/overview"},{"title":"How to migrate from Sonar","sidebarTitle":"How to migrate","href":"/docs/agent-api/migrate-from-sonar/how-to"},{"title":"Agent API vs Sonar benchmarks","sidebarTitle":"Benchmarks","href":"/docs/agent-api/migrate-from-sonar/benchmarks"}]},{"title":"Prompt Guide","href":"/docs/agent-api/prompt-guide"}]},{"group":"Search API","pages":[{"title":"Search API Overview","sidebarTitle":"Overview","href":"/docs/search/overview"},{"title":"Perplexity Search API","sidebarTitle":"Quickstart","href":"/docs/search/quickstart"},{"title":"Fast Search","sidebarTitle":"Fast Search","href":"/docs/search/fast-search"},{"title":"Best Practices","href":"/docs/search/best-practices"},{"title":"Perplexity Search SDK","sidebarTitle":"Search SDK for agents","href":"/docs/search-sdk/overview"},{"group":"Agent SDKs","pages":[{"title":"Use Search API with the Anthropic SDK","sidebarTitle":"Anthropic","href":"/docs/search/agent-sdks/anthropic"},{"title":"Use Search API with the OpenAI SDK","sidebarTitle":"OpenAI","href":"/docs/search/agent-sdks/openai"},{"title":"Use Search API with the Google Gemini SDK","sidebarTitle":"Gemini","href":"/docs/search/agent-sdks/gemini"}]},{"group":"Filters","pages":[{"title":"Search Date and Time Filters","href":"/docs/search/filters/date-time-filters"},{"title":"Search Language Filter","href":"/docs/search/filters/language-filter"},{"title":"Search Domain Filter","href":"/docs/search/filters/domain-filter"},{"title":"People Search","href":"/docs/search/filters/people-search"}]}]},{"group":"Embeddings API","pages":[{"title":"Embeddings API","sidebarTitle":"Quickstart","href":"/docs/embeddings/quickstart"},{"title":"Best Practices","href":"/docs/embeddings/best-practices"},{"title":"Standard Embeddings","href":"/docs/embeddings/standard-embeddings"},{"title":"Contextualized Embeddings","href":"/docs/embeddings/contextualized-embeddings"}]},{"group":"Decisions API","pages":[{"title":"Decisions API","sidebarTitle":"Quickstart","href":"/docs/decisions/quickstart"},{"title":"Decider for Mac","sidebarTitle":"Decider for Mac","href":"/docs/decisions/decider-for-mac"}]},{"group":"Perplexity SDK","pages":[{"title":"Quickstart","href":"/docs/sdk/overview"},{"group":"Guides","pages":[{"title":"Configuration","href":"/docs/sdk/configuration"},{"title":"Error Handling","href":"/docs/sdk/error-handling"},{"title":"Performance Optimization","href":"/docs/sdk/performance"},{"title":"Type Safety","href":"/docs/sdk/type-safety"},{"title":"Best Practices","href":"/docs/sdk/best-practices"}]}]},{"group":"Admin \u0026 Management","pages":[{"title":"Signing In to the API Portal","sidebarTitle":"Signing In","href":"/docs/admin/signing-in"},{"title":"Projects \u0026 Billing","href":"/docs/getting-started/projects"},{"title":"API Key Management","href":"/docs/admin/api-key-management"},{"title":"Safety Identifiers","href":"/docs/admin/safety-identifiers"},{"title":"Analytics API","href":"/docs/admin/computer-analytics-api"},{"title":"Audit API","sidebarTitle":"Audit API","href":"/docs/admin/audit-api"},{"title":"Rate Limits \u0026 Usage Tiers","href":"/docs/admin/rate-limits-usage-tiers"},{"title":"AWS Marketplace","href":"/docs/resources/aws-marketplace"}]},{"group":"Resources","pages":[{"group":"Integrations","pages":[{"title":"Perplexity with AG2","sidebarTitle":"AG2","href":"/docs/getting-started/integrations/ag2"},{"title":"Perplexity with Agno","sidebarTitle":"Agno","href":"/docs/getting-started/integrations/agno"},{"title":"Perplexity MCP Server for Google Antigravity","sidebarTitle":"Google Antigravity","href":"/docs/getting-started/integrations/antigravity"},{"title":"Perplexity with AnythingLLM","sidebarTitle":"AnythingLLM","href":"/docs/getting-started/integrations/anythingllm"},{"title":"Perplexity with CAMEL-AI","sidebarTitle":"CAMEL-AI","href":"/docs/getting-started/integrations/camel"},{"title":"Perplexity with Claude Code","sidebarTitle":"Claude Code","href":"/docs/getting-started/integrations/claude-code"},{"title":"Perplexity with Composio","sidebarTitle":"Composio","href":"/docs/getting-started/integrations/composio"},{"title":"Perplexity with Cursor","sidebarTitle":"Cursor","href":"/docs/getting-started/integrations/cursor"},{"title":"Perplexity with Haystack","sidebarTitle":"Haystack","href":"/docs/getting-started/integrations/haystack"},{"title":"Perplexity web search in Hermes","sidebarTitle":"Hermes","href":"/docs/getting-started/integrations/hermes"},{"title":"Perplexity with LangChain","sidebarTitle":"LangChain","href":"/docs/getting-started/integrations/langchain"},{"title":"Perplexity with LiteLLM","sidebarTitle":"LiteLLM","href":"/docs/getting-started/integrations/litellm"},{"title":"Perplexity with LiveKit Agents","sidebarTitle":"LiveKit","href":"/docs/getting-started/integrations/livekit"},{"title":"Perplexity with Mastra","sidebarTitle":"Mastra","href":"/docs/getting-started/integrations/mastra"},{"title":"Perplexity with n8n","sidebarTitle":"n8n","href":"/docs/getting-started/integrations/n8n"},{"title":"Perplexity with OpenClaw","sidebarTitle":"OpenClaw","href":"/docs/getting-started/integrations/openclaw"},{"title":"Perplexity with OpenCode","sidebarTitle":"OpenCode","href":"/docs/getting-started/integrations/opencode"},{"title":"Perplexity with Pipedream","sidebarTitle":"Pipedream","href":"/docs/getting-started/integrations/pipedream"},{"title":"Perplexity on Stripe Projects","sidebarTitle":"Stripe Projects","href":"/docs/getting-started/integrations/stripe-projects"},{"title":"Perplexity with SuperPlane","sidebarTitle":"SuperPlane","href":"/docs/getting-started/integrations/superplane"},{"title":"Perplexity with the Vercel AI SDK","sidebarTitle":"Vercel AI SDK","href":"/docs/getting-started/integrations/vercel-ai-sdk"}]},{"title":"Feature Requests","mode":"center","href":"/docs/resources/feature-roadmap"},{"title":"Privacy \u0026 Security","href":"/docs/resources/privacy-security"},{"title":"Frequently Asked Questions","mode":"wide","href":"/docs/resources/faq"},{"title":"System Status","sidebarTitle":"System Status","href":"/docs/resources/status"},{"title":"Changelog","sidebarTitle":"Changelog","href":"/docs/resources/changelog"},{"title":"Get in Touch","sidebarTitle":"Get in Touch","href":"/docs/resources/discussions"},{"title":"Perplexity Crawlers","href":"/docs/resources/perplexity-crawlers"}]}]},{"tab":"Cookbook","groups":[{"group":"Cookbook","pages":[{"title":"Cookbook","sidebarTitle":"Perplexity API Cookbook","href":"/docs/cookbook"},{"title":"Getting Started","href":"/docs/cookbook/getting-started"},{"group":"Community Showcase","pages":[{"title":"Community Showcase","sidebarTitle":"Community Showcase","href":"/docs/cookbook/showcase/index"}]},{"group":"Examples","pages":[{"title":"Examples Overview","href":"/docs/cookbook/examples/README"},{"title":"Document Q\u0026A with Embeddings","href":"/docs/cookbook/examples/document-qa/README"},{"title":"Agent Research Assistant","href":"/docs/cookbook/examples/agent-research-assistant/README"},{"title":"Equity Research Brief","href":"/docs/cookbook/examples/equity-research-brief/README"},{"title":"TypeScript Agent CLI","href":"/docs/cookbook/examples/typescript-agent-cli/README"},{"title":"Image Analysis","href":"/docs/cookbook/examples/image-analysis/README"},{"title":"Multi-Provider Model Comparison","href":"/docs/cookbook/examples/model-comparison/README"},{"title":"Document Q\u0026A","href":"/docs/cookbook/examples/file-attachment-qa/README"},{"title":"Search News Monitor","href":"/docs/cookbook/examples/search-news-monitor/README"},{"title":"SEC Filing Search","href":"/docs/cookbook/examples/sec-filing-search/README"},{"title":"Competitor Buzz Tracker","href":"/docs/cookbook/examples/competitor-buzz-tracker/README"},{"title":"Talent Sourcer","href":"/docs/cookbook/examples/talent-sourcer/README"},{"title":"Enrich Customer Data with Agent API","href":"/docs/cookbook/examples/customer-enrichment-agent-api/README"},{"title":"Model Picker","href":"/docs/cookbook/examples/model-picker/README"},{"title":"Grounded Data Story with Kimi K3","href":"/docs/cookbook/examples/data-story-kimi-k3/README"},{"title":"Customizing Effort Levels","href":"/docs/cookbook/examples/agent-api-effort/README"},{"title":"GitHub investigation agent using managed connectors","href":"/docs/cookbook/examples/triage-bug-report-connectors/README"},{"title":"Triage Support Tickets with the Decisions API","href":"/docs/cookbook/examples/decisions-api-ticket-triage/README"},{"title":"Drive a Browser with the Decisions API","href":"/docs/cookbook/examples/decisions-api-browser-agent/README"},{"title":"Judge Citation Accuracy with Decisions API","href":"/docs/cookbook/examples/decisions-api-answer-gate/README"},{"title":"Check Agent Actions Before They Run with Decisions API","href":"/docs/cookbook/examples/decisions-api-action-gate/README"},{"title":"Rank Search Results to Answer Questions with the Best Quote Using Decisions API","href":"/docs/cookbook/examples/decisions-quote-finder/README"},{"title":"Catch Visual Bugs in CI with the Decisions API","href":"/docs/cookbook/examples/decisions-api-visual-qa-gate/README"},{"title":"Check a Chart for Misleading Design with a Decision Model","href":"/docs/cookbook/examples/decisions-api-chart-check/README"},{"title":"Enrich a CSV of Companies Overnight with the Batch API","href":"/docs/cookbook/examples/batch-api-company-enrichment/README"},{"title":"Track What the Web Said Each Week About a Topic, and Build a Report","href":"/docs/cookbook/examples/agent-api-story-timeline/README"},{"title":"Build a Data Analytics Agent Using Custom Connectors","href":"/docs/cookbook/examples/agent-api-data-analyst/README"},{"title":"Turn Agent Failures into Regression Tests","href":"/docs/cookbook/examples/agent-api-regression-testing/README"}]},{"group":"Guides","pages":[{"title":"RAG with Perplexity Embeddings","href":"/docs/cookbook/articles/embeddings-rag/README"},{"title":"Streaming Citation Parsing","href":"/docs/cookbook/articles/streaming-citations/README"},{"title":"Structured Output Extraction","href":"/docs/cookbook/articles/structured-output-extraction/README"},{"title":"Multi-Provider Orchestration","href":"/docs/cookbook/articles/multi-provider-orchestration/README"},{"title":"Academic and Scholarly Search","href":"/docs/cookbook/articles/academic-search/README"},{"title":"Deep Research Workflows","href":"/docs/cookbook/articles/async-deep-research/README"},{"title":"Search Domain Filtering Patterns","href":"/docs/cookbook/articles/search-domain-filtering/README"},{"title":"VC Investment Memo Agent with LangGraph","href":"/docs/cookbook/articles/langchain-vc-memo-agent/README"},{"title":"Daily AI Stock News PDF with Skills","href":"/docs/cookbook/articles/agent-skills/README"},{"title":"Daily News Digest with LLM Deduplication","href":"/docs/cookbook/articles/news-dedupe-digest/README"},{"title":"Build an incident responder with Profiles, Skills, and Managed Connectors","sidebarTitle":"Incident responder","href":"/docs/cookbook/articles/incident-responder/README"},{"title":"Function Calling End-to-End","href":"/docs/cookbook/articles/function-calling-e2e/README"},{"title":"Search as Code for coding agents","sidebarTitle":"Search as Code for coding agents","href":"/docs/cookbook/articles/search-as-code-coding-agents/README"}]}]}]},{"tab":"API Reference","groups":[{"group":"Orchestrator API","pages":[{"openapi":"post /orchestrator/v1/chat/completions","title":"Create Chat Completion","href":"/api-reference/gateway-chat-completions-post"},{"openapi":"post /orchestrator/v1/responses","title":"Create Response","href":"/api-reference/gateway-responses-post"},{"openapi":"post /orchestrator/v1/messages","title":"Create Message","href":"/api-reference/gateway-messages-post"},{"openapi":"get /orchestrator/v1/models","title":"List Models","href":"/api-reference/gateway-models-get"},{"openapi":"get /orchestrator/v1/models/{model}","title":"Retrieve Model","href":"/api-reference/gateway-model-get"}]},{"group":"Agent API","boost":3,"pages":[{"openapi":"post /v1/agent","title":"Create Agent Response","href":"/api-reference/agent-post"},{"openapi":"get /v1/agent/{id}","title":"Retrieve Agent Response","href":"/api-reference/agent-get"},{"openapi":"get /v1/agent/{id}/files","title":"List Agent Response Files","href":"/api-reference/agent-files-get"},{"openapi":"get /v1/agent/{id}/files/{file_id}/content","title":"Download Agent Response File","href":"/api-reference/agent-file-content-get"},{"openapi":"post /v1/agent/{id}/cancel","title":"Cancel Agent Response","href":"/api-reference/agent-cancel-post"},{"openapi":"get /v1/models","title":"List Models","href":"/api-reference/models-get"},{"group":"Skills","pages":[{"openapi":"post /v1/skills","title":"Create a skill","href":"/api-reference/skills-create-post"},{"openapi":"get /v1/skills","title":"List skills","href":"/api-reference/skills-list-get"},{"openapi":"get /v1/skills/{skill_id}","title":"Get a skill","href":"/api-reference/skills-get"},{"openapi":"put /v1/skills/{skill_id}","title":"Add a skill revision","href":"/api-reference/skills-update-put"},{"openapi":"get /v1/skills/{skill_id}/revisions","title":"List skill revisions","href":"/api-reference/skills-revisions-get"},{"openapi":"get /v1/skills/{skill_id}/download","title":"Get a skill download URL","href":"/api-reference/skills-download-get"},{"openapi":"delete /v1/skills/{skill_id}","title":"Delete a skill","href":"/api-reference/skills-delete"}]},{"group":"Batches","pages":[{"openapi":"post /v1/files","title":"Upload a file","href":"/api-reference/files-create-post"},{"openapi":"get /v1/files","title":"List files","href":"/api-reference/files-list-get"},{"openapi":"get /v1/files/{file_id}","title":"Retrieve a file","href":"/api-reference/files-get"},{"openapi":"get /v1/files/{file_id}/content","title":"Download file content","href":"/api-reference/files-content-get"},{"openapi":"delete /v1/files/{file_id}","title":"Delete a file","href":"/api-reference/files-delete"},{"openapi":"post /v1/batches","title":"Create a batch","href":"/api-reference/batches-create-post"},{"openapi":"get /v1/batches","title":"List batches","href":"/api-reference/batches-list-get"},{"openapi":"get /v1/batches/{batch_id}","title":"Retrieve a batch","href":"/api-reference/batches-get"},{"openapi":"post /v1/batches/{batch_id}/cancel","title":"Cancel a batch","href":"/api-reference/batches-cancel-post"}]}]},{"group":"Search API","pages":[{"openapi":"post /search","title":"Search the Web","href":"/api-reference/search-post"}]},{"group":"Embeddings API","pages":[{"openapi":"post /v1/embeddings","title":"Create Embeddings","href":"/api-reference/embeddings-post"},{"openapi":"post /v1/contextualizedembeddings","title":"Create Contextualized Embeddings","href":"/api-reference/contextualized-embeddings-post"}]},{"group":"Decisions API","pages":[{"openapi":"post /v1/decisions","title":"Answer questions","href":"/api-reference/decisions-post"}]},{"group":"Authentication","pages":[{"openapi":"post /generate_auth_token","title":"Generate Auth Token","href":"/api-reference/generate-auth-token-post"},{"openapi":"post /revoke_auth_token","title":"Revoke Auth Token","href":"/api-reference/revoke-auth-token-post"}]},{"group":"Analytics API","pages":[{"openapi":"get /v1/analytics/computer/usage","title":"Usage Analytics","href":"/api-reference/computer-analytics-usage-get"},{"openapi":"get /v2/analytics/computer/usage","title":"Usage Analytics per Member","href":"/api-reference/computer-analytics-usage-v2-get"}]},{"group":"Audit API","pages":[{"openapi":"get /v1/admin/audit-events","title":"List audit events","href":"/api-reference/admin-audit-events-get"}]}]}]},"basePath":"","title":"Sonar Pro - Perplexity","buildId":"dpl_36EDyZCDfRuoUD9af5CH4M1bqY2h","deploymentId":"dpl_36EDyZCDfRuoUD9af5CH4M1bqY2h","dynamics":["10e4515597","a74be98ba7"],"chunks":["BannerMarkdown-DHaG7hr_.js","dist-DKZWslLH.js","lib-DuNMoZ05.js","lib-B8HbPgcC.js","clsx-BIWXJmsZ.js","html-void-elements-mCSPHezU.js","katex-YMM-FMeD.js","marked.esm-CZWythHk.js","zoom-image-lightbox-eHyQ0tlO.js","lightbox-handle-r17bVUz3.js"]}