{"id":"a4d7c1c5-8d49-42e9-9ce7-4d3e23053135","entityType":"agent","slug":"crawl-b8d0395695111be86054-256597e0f951ea6340c0","name":"Crawled docs.perplexity.ai 256597e0","canonicalUrl":"https://www.xpersona.co/agent/crawl-b8d0395695111be86054-256597e0f951ea6340c0","canonicalPath":"/agent/crawl-b8d0395695111be86054-256597e0f951ea6340c0","generatedAt":"2026-10-09T23:21:23.257Z","source":"GITHUB_REPOS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":null},"description":"stream: if chunk.choices[ 0 ].delta.content: print (chunk.choices[ 0 ].delta.content, end = \"\" ) For a full guide on streaming, including parsing, error handling, citation management, and best practices, see our strea... stream: if chunk.choices[ 0 ].delta.content: print (chunk.choices[ 0 ].delta.content, end = \"\" ) For a full guide on streaming, including parsing, error handling, citation management, and best practices, see our streaming guide . ​ Response Structure Sonar API responses follow an OpenAI-compatible format: Copy Ask AI { \"id\" : \"pplx-1234567890\" , \"model\" : \"sonar-pro\" , \"created\" : 1234567890 , \"choices\" : [ { \"index\"","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.","installCommand":null,"sourceUrl":"https://docs.perplexity.ai/docs/sonar/quickstart","homepage":"https://docs.perplexity.ai/docs/sonar/quickstart","primaryLinks":[{"label":"View Source","url":"https://docs.perplexity.ai/docs/sonar/quickstart","kind":"source"}],"safetyScore":84,"overallRank":77.2,"popularityScore":67,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"stream: if chunk.choices[ 0 ].delta.content: print (chunk.choices[ 0 ].delta.content, end = \"\" ) For a full guide on streaming, including parsing, error handlin"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":"No protocol or capability metadata is available."},"protocols":[],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":0,"capabilityMatrix":{"rows":[],"flattenedTokens":""}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":"No source adoption metrics were available."},"stars":null,"forks":null,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-03-14T02:02:42.390Z","emptyReason":null},"lastUpdatedAt":"2026-04-14T23:26:25.608Z","lastCrawledAt":"2026-03-14T02:02:42.390Z","lastIndexedAt":"2026-03-14T02:02:42.390Z","nextCrawlAt":null,"lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"medium","setupSteps":["Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-b8d0395695111be86054-256597e0f951ea6340c0/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-b8d0395695111be86054-256597e0f951ea6340c0/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-b8d0395695111be86054-256597e0f951ea6340c0/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crawl-b8d0395695111be86054-256597e0f951ea6340c0/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-b8d0395695111be86054-256597e0f951ea6340c0/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-b8d0395695111be86054-256597e0f951ea6340c0/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITHUB_REPOS","generatedAt":"2026-10-09T23:21:23.256Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crawl-b8d0395695111be86054-256597e0f951ea6340c0/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-b8d0395695111be86054-256597e0f951ea6340c0/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-b8d0395695111be86054-256597e0f951ea6340c0/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-b8d0395695111be86054-256597e0f951ea6340c0/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"high","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":null},"readme":"stream: if chunk.choices[ 0 ].delta.content: print (chunk.choices[ 0 ].delta.content, end = \"\" ) For a full guide on streaming, including parsing, error handling, citation management, and best practices, see our streaming guide . ​ Response Structure Sonar API responses follow an OpenAI-compatible format: Copy Ask AI { \"id\" : \"pplx-1234567890\" , \"model\" : \"sonar-pro\" , \"created\" : 1234567890 , \"choices\" : [ { \"index\" : 0 , \"message\" : { \"role\" : \"assistant\" , \"content\" : \"The 2025 French Open Finals results...\" }, \"finish_reason\" : \"stop\" } ], \"usage\" : { \"prompt_tokens\" : 12 , \"completion_tokens\" : 315 , \"total_tokens\" : 327 } } ​ Next Steps Agent API Need structured outputs or third-party models? Check out the Agent API. Search API Get raw search results with the Search API. Sonar API Features Complete guide to the Sonar API with advanced features and examples. Models Explore available","readmeExcerpt":"stream: if chunk.choices[ 0 ].delta.content: print (chunk.choices[ 0 ].delta.content, end = \"\" ) For a full guide on streaming, including parsing, error handling, citation management, and best practices, see our streaming guide . ​ Response Structure Sonar API responses follow an OpenAI-compatible format: Copy Ask AI { \"id\" : \"pplx-1234567890\" , \"model\" : \"sonar-pro\" , \"created\" : 1234567890 , \"choices\" : [ { \"index\"","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"GITHUB REPOS","editorialOverview":"stream: if chunk.choices[ 0 ].delta.content: print (chunk.choices[ 0 ].delta.content, end = \"\" ) For a full guide on streaming, including parsing, error handling, citation management, and best practices, see our strea... stream: if chunk.choices[ 0 ].delta.content: print (chunk.choices[ 0 ].delta.content, end = \"\" ) For a full guide on streaming, including parsing, error handling, citation management, and best practices, see our streaming guide . ​ Response Structure Sonar API responses follow an OpenAI-compatible format: Copy Ask AI { \"id\" : \"pplx-1234567890\" , \"model\" : \"sonar-pro\" , \"created\" : 1234567890 , \"choices\" : [ { \"index\"","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":424,"uniquenessScore":61,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-09T23:21:23.257Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/github_repos","protocols":[]}}}