Crawler Report for docs.pipecat.ai

Summary

Website Quality Score

7.5 Good
Performance
10.0
SEO
8.9
Security
6.5
Accessibility
5.0
Best Practices
7.4
  • ⛔ Skipped URLs - 241 skipped URLs found.
  • ⛔ 1 page(s) without <h1> heading.
  • ⛔ Security - 104 pages(s) with critical finding(s).
  • ⚠️ Redirects - 5 redirects found.
  • ⚠️ 230 page(s) do not support Brotli compression.
  • ⚠️ No WebP image found on the website.
  • ⚠️ No AVIF image found on the website.
  • ⚠️ 231 page(s) with skipped heading levels.
  • ⚠️ 6 page(s) with non-clickable (non-interactive) phone numbers.
  • ⚠️ 1 page(s) without image alt attributes.
  • ⚠️ 230 page(s) without aria labels.
  • ⚠️ 230 page(s) without role attributes.
  • ⏩ Loaded robots.txt for domain 'docs.pipecat.ai': status code 200, size 78 B and took 136 ms.
  • ⏩ External URLs - 241 external URL(s) found.
  • ⏩ DNS IPv6: domain docs.pipecat.ai does not support IPv6 (DNS server: 127.0.0.53).
  • ✅ 404 OK - all pages exists, no non-existent pages found.
  • ✅ SSL/TLS certificate is valid until May 6 20:21:01 2026 GMT. Issued by C = US, O = Let's Encrypt, CN = R12. Subject is CN = docs.pipecat.ai.
  • ✅ SSL/TLS certificate issued by 'C = US, O = Let's Encrypt, CN = R12'.
  • ✅ Performance OK - all non-media URLs are faster than 3 seconds.
  • ✅ HTTP headers - found 29 unique headers.
  • ✅ All 205 unique title(s) are within the allowed 10% duplicity. Highest duplicity title has 2%.
  • ✅ All 226 description(s) are within the allowed 10% duplicity. Highest duplicity description has 1%.
  • ✅ All pages have quoted attributes.
  • ✅ All pages have inline SVGs smaller than 5120 bytes.
  • ✅ All pages have inline SVGs with less than 5 duplicates.
  • ✅ All pages have valid or none inline SVGs.
  • ✅ All pages without multiple <h1> headings.
  • ✅ All pages have DOM depth less than 30.
  • ✅ All pages have valid HTML.
  • ✅ All pages have form labels.
  • ✅ All pages have lang attribute.
  • ✅ DNS IPv4 OK: domain docs.pipecat.ai resolved to cname.vercel-dns.com., 76.76.21.98, 66.33.60.67 (DNS server: 127.0.0.53).
  • 📌 DNS Aliases: IP(s) for domain docs.pipecat.ai were resolved by CNAME chain docs.pipecat.ai > cname.vercel-dns.com.

Visited URLs

Found 290 row(s).
URLStatusTypeTime (s)SizeCache
/308 Redirect331 ms123 B0 s
/getting-started/introduction200 HTML87 ms 352 kB0 s
/guides/learn/overview200 HTML149 ms395 kB0 s
/examples200 HTML109 ms380 kB0 s
/getting-started/ai-tools200 HTML60 ms 367 kB0 s
/getting-started/quickstart200 HTML74 ms 624 kB0 s
/client/introduction200 HTML90 ms 691 kB0 s
/getting-started/build-your-next-bot200 HTML192 ms354 kB0 s
/deployment/overview200 HTML116 ms368 kB0 s
/cli/overview200 HTML232 ms354 kB0 s
/getting-started/ecosystem200 HTML115 ms352 kB0 s
/server/introduction200 HTML68 ms 430 kB0 s
/getting-started/next-steps200 HTML267 ms346 kB0 s
/guides/features/whatsapp200 HTML156 ms446 kB0 s
/guides/learn/pipeline200 HTML105 ms644 kB0 s
/guides/telephony/exotel-websockets200 HTML118 ms572 kB0 s
/guides/telephony/daily-pstn200 HTML67 ms 635 kB0 s
/guides/fundamentals/saving-transcripts200 HTML238 ms412 kB0 s
/guides/learn/text-to-speech200 HTML115 ms656 kB0 s
/guides/features/gemini-live200 HTML67 ms 408 kB0 s
/guides/fundamentals/recording-audio200 HTML338 ms535 kB0 s
/guides/learn/pipeline-termination200 HTML124 ms556 kB0 s
/guides/learn/function-calling200 HTML75 ms 946 kB0 s
/guides/fundamentals/user-input-muting200 HTML254 ms485 kB0 s
/guides/fundamentals/voicemail200 HTML474 ms442 kB0 s
/guides/learn/session-initialization200 HTML85 ms 517 kB0 s
/guides/learn/context-management200 HTML91 ms 605 kB0 s
/guides/fundamentals/service-settings200 HTML431 ms569 kB0 s
/guides/telephony/telnyx-websockets200 HTML135 ms626 kB0 s
/guides/fundamentals/stt-latency-tuning200 HTML123 ms373 kB0 s
/guides/telephony/overview200 HTML105 ms380 kB0 s
/guides/telephony/daily-phone-numbers200 HTML462 ms457 kB0 s
/guides/telephony/plivo-websockets200 HTML113 ms649 kB0 s
/guides/features/pipecat-flows200 HTML86 ms 797 kB0 s
/guides/learn/speech-to-text200 HTML307 ms530 kB0 s
/guides/learn/llm200 HTML129 ms490 kB0 s
/guides/learn/whats-next200 HTML231 ms343 kB0 s
/guides/learn/transports200 HTML174 ms544 kB0 s
/guides/learn/speech-input200 HTML70 ms 485 kB0 s
/guides/fundamentals/context-summarization200 HTML244 ms549 kB0 s
/guides/fundamentals/detecting-user-idle200 HTML120 ms485 kB0 s
/guides/fundamentals/custom-frame-processor200 HTML71 ms 514 kB0 s
/guides/fundamentals/ivr200 HTML242 ms561 kB0 s
/guides/features/krisp-viva200 HTML72 ms 454 kB0 s
/guides/features/openai-audio-models-and-apis200 HTML109 ms411 kB0 s
/guides/fundamentals/metrics200 HTML77 ms 698 kB0 s
/guides/telephony/twilio-websockets200 HTML128 ms579 kB0 s
/guides/telephony/twilio-daily-sip200 HTML139 ms615 kB0 s
/recipes200 HTML118 ms383 kB0 s
/server/utilities/observers/observer-pattern200 HTML113 ms464 kB0 s
/server/services/supported-services200 HTML112 ms458 kB0 s
/deployment/pipecat-cloud/guides/container-registries/overview200 HTML261 ms381 kB0 s
/client/rtvi-standard200 HTML101 ms724 kB0 s
/client/js/introduction200 HTML103 ms402 kB0 s
/client/react-native/api-reference200 HTML291 ms323 kB0 s
/client/react-native/migration-guide200 HTML239 ms430 kB0 s
/client/ios/introduction200 HTML228 ms424 kB0 s
/client/android/introduction200 HTML123 ms372 kB0 s
/client/c++/introduction200 HTML237 ms393 kB0 s
/client/react/introduction200 HTML68 ms 472 kB0 s
/client/migration-guide200 HTML210 ms345 kB0 s
/client/js/migration-guide200 HTML88 ms 650 kB0 s
/client/react/migration-guide200 HTML246 ms517 kB0 s
/client/ios/migration-guide200 HTML222 ms578 kB0 s
/client/c++/transport200 HTML215 ms389 kB0 s
/client/android/migration-guide200 HTML199 ms493 kB0 s
/client/react-native/introduction200 HTML133 ms388 kB0 s
/deployment/pattern200 HTML91 ms 865 kB0 s
/deployment/pipecat-cloud/introduction200 HTML116 ms329 kB0 s
/cli/tail200 HTML107 ms342 kB0 s
/cli/cloud/auth200 HTML113 ms378 kB0 s
/cli/init200 HTML119 ms632 kB0 s
/server/services/community-integrations200 HTML73 ms 402 kB0 s
/server/links/server-reference307 Redirect217 ms137 B0 s
/deployment/pipecat-cloud/sdk-reference/overview200 HTML606 ms396 kB0 s
/server/pipeline/pipeline-task200 HTML130 ms655 kB0 s
/server/pipeline/parallel-pipeline200 HTML95 ms 422 kB0 s
/server/pipeline/heartbeats200 HTML216 ms374 kB0 s
/server/pipeline/pipeline-params200 HTML202 ms499 kB0 s
/server/utilities/frame/llm-text-processor200 HTML80 ms 400 kB0 s
/server/pipeline/pipeline-idle-detection200 HTML229 ms436 kB0 s
/server/utilities/turn-management/filter-incomplete-turns200 HTML95 ms 608 kB0 s
/server/utilities/text/pattern-pair-aggregator200 HTML226 ms606 kB0 s
/server/utilities/runner/guide200 HTML77 ms 935 kB0 s
/server/utilities/turn-management/user-turn-strategies200 HTML89 ms 744 kB0 s
/server/utilities/turn-management/user-mute-strategies200 HTML123 ms533 kB0 s
/server/utilities/context-summarization200 HTML224 ms549 kB0 s
/server/utilities/audio/krisp-viva-filter200 HTML131 ms404 kB0 s
/server/utilities/turn-detection/krisp-viva-turn200 HTML251 ms425 kB0 s
/server/utilities/turn-detection/smart-turn-overview200 HTML131 ms496 kB0 s
/server/services/llm/openai200 HTML181 ms521 kB0 s
/server/services/s2s/openai200 HTML136 ms633 kB0 s
/server/services/tts/openai200 HTML68 ms 494 kB0 s
/server/services/stt/openai200 HTML68 ms 561 kB0 s
/server/utilities/observers/llm-observer200 HTML72 ms 364 kB0 s
/server/utilities/observers/debug-observer200 HTML219 ms439 kB0 s
/server/utilities/observers/transcription-observer200 HTML271 ms362 kB0 s
/server/utilities/observers/user-bot-latency-observer200 HTML240 ms505 kB0 s
/server/utilities/observers/startup-timing-observer200 HTML95 ms 493 kB0 s
/server/utilities/mcp/mcp200 HTML195 ms703 kB0 s
/server/utilities/observers/turn-tracking-observer200 HTML155 ms427 kB0 s
/server/services/stt/elevenlabs200 HTML123 ms580 kB0 s
/server/services/transport/livekit200 HTML121 ms628 kB0 s
/server/services/serializers/vonage200 HTML208 ms433 kB0 s
/server/services/stt/nvidia200 HTML458 ms509 kB0 s
/server/services/stt/groq200 HTML87 ms 486 kB0 s
/server/services/stt/aws200 HTML224 ms488 kB0 s
/server/services/llm/grok200 HTML213 ms443 kB0 s
/server/services/llm/nvidia200 HTML167 ms446 kB0 s
/server/services/llm/perplexity200 HTML95 ms 448 kB0 s
/server/services/stt/speechmatics200 HTML96 ms 750 kB0 s
/server/services/llm/deepseek200 HTML263 ms444 kB0 s
/server/services/llm/qwen200 HTML159 ms444 kB0 s
/server/services/stt/whisper200 HTML121 ms552 kB0 s
/server/services/tts/camb200 HTML260 ms471 kB0 s
/server/services/tts/groq200 HTML213 ms465 kB0 s
/server/services/transport/small-webrtc200 HTML114 ms480 kB0 s
/server/services/tts/hume200 HTML242 ms484 kB0 s
/server/services/serializers/twilio200 HTML219 ms464 kB0 s
/server/services/stt/fal200 HTML209 ms481 kB0 s
/server/services/tts/minimax200 HTML111 ms501 kB0 s
/server/services/tts/lmnt200 HTML253 ms479 kB0 s
/server/services/stt/gladia200 HTML235 ms561 kB0 s
/server/services/stt/soniox200 HTML95 ms 547 kB0 s
/server/services/stt/gradium200 HTML238 ms464 kB0 s
/server/services/llm/ollama200 HTML187 ms460 kB0 s
/server/services/tts/fish200 HTML136 ms491 kB0 s
/server/services/tts/neuphonic200 HTML229 ms547 kB0 s
/server/services/transport/daily200 HTML125 ms976 kB0 s
/server/services/llm/aws200 HTML286 ms541 kB0 s
/server/services/llm/together200 HTML248 ms444 kB0 s
/server/services/transport/heygen200 HTML226 ms484 kB0 s
/server/services/tts/piper200 HTML190 ms495 kB0 s
/server/services/tts/sarvam200 HTML202 ms598 kB0 s
/server/services/llm/openpipe200 HTML228 ms457 kB0 s
/server/services/stt/assemblyai200 HTML207 ms591 kB0 s
/server/services/transport/tavus200 HTML79 ms 500 kB0 s
/server/services/transport/lemonslice200 HTML178 ms498 kB0 s
/server/services/llm/google-vertex200 HTML310 ms491 kB0 s
/server/services/tts/deepgram200 HTML164 ms580 kB0 s
/server/services/video/heygen200 HTML114 ms431 kB0 s
/server/services/video/tavus200 HTML86 ms 428 kB0 s
/server/services/serializers/plivo200 HTML339 ms456 kB0 s
/server/services/transport/websocket-server200 HTML72 ms 557 kB0 s
/server/services/image-generation/openai200 HTML731 ms448 kB0 s
/server/services/analytics/sentry200 HTML245 ms419 kB0 s
/server/services/serializers/telnyx200 HTML83 ms 467 kB0 s
/server/services/transport/whatsapp200 HTML253 ms414 kB0 s
/server/services/stt/google200 HTML162 ms537 kB0 s
/server/services/tts/azure200 HTML124 ms529 kB0 s
/server/services/tts/resembleai200 HTML214 ms484 kB0 s
/server/services/s2s/grok200 HTML122 ms597 kB0 s
/server/services/image-generation/azure200 HTML283 ms434 kB0 s
/server/services/stt/cartesia200 HTML193 ms471 kB0 s
/server/services/tts/elevenlabs200 HTML161 ms568 kB0 s
/server/services/tts/google200 HTML96 ms 598 kB0 s
/server/services/stt/azure200 HTML153 ms463 kB0 s
/server/services/stt/sambanova200 HTML176 ms472 kB0 s
/server/services/tts/inworld200 HTML195 ms554 kB0 s
/server/services/llm/google200 HTML124 ms569 kB0 s
/server/services/memory/mem0200 HTML90 ms 474 kB0 s
/server/services/tts/rime200 HTML271 ms758 kB0 s
/server/services/llm/azure200 HTML123 ms506 kB0 s
/server/services/tts/nvidia200 HTML278 ms474 kB0 s
/server/services/s2s/aws200 HTML164 ms574 kB0 s
/server/services/llm/cerebras200 HTML146 ms444 kB0 s
/server/services/serializers/exotel200 HTML100 ms424 kB0 s
/server/services/llm/openrouter200 HTML89 ms 443 kB0 s
/server/services/image-generation/fal200 HTML75 ms 466 kB0 s
/server/services/tts/xtts200 HTML77 ms 480 kB0 s
/server/services/video/simli200 HTML253 ms472 kB0 s
/server/services/transport/fastapi-websocket200 HTML125 ms484 kB0 s
/server/services/llm/fireworks200 HTML71 ms 444 kB0 s
/server/services/s2s/ultravox200 HTML278 ms566 kB0 s
/server/services/llm/groq200 HTML128 ms443 kB0 s
/server/services/s2s/gemini-live-vertex200 HTML80 ms 548 kB0 s
/server/services/llm/sambanova200 HTML237 ms445 kB0 s
/server/services/llm/anthropic200 HTML119 ms543 kB0 s
/server/services/tts/cartesia200 HTML70 ms 712 kB0 s
/server/services/tts/aws200 HTML224 ms483 kB0 s
/server/services/stt/deepgram200 HTML84 ms 785 kB0 s
/server/services/tts/asyncai200 HTML131 ms525 kB0 s
/server/services/s2s/gemini-live200 HTML84 ms 589 kB0 s
/server/services/tts/speechmatics200 HTML126 ms475 kB0 s
/server/services/tts/gradium200 HTML222 ms461 kB0 s
/server/services/stt/sarvam200 HTML157 ms523 kB0 s
/server/services/vision/moondream200 HTML106 ms434 kB0 s
/deployment/pipecat-cloud/guides/whatsapp200 HTML115 ms393 kB0 s
/server/services/image-generation/google200 HTML260 ms435 kB0 s
/deployment/pipecat-cloud/guides/ci-with-github-actions200 HTML207 ms501 kB0 s
/deployment/pipecat-cloud/guides/krisp-viva200 HTML154 ms451 kB0 s
/deployment/pipecat-cloud/guides/daily-webrtc200 HTML66 ms 443 kB0 s
/deployment/pipecat-cloud/guides/smart-turn200 HTML241 ms411 kB0 s
/deployment/pipecat-cloud/guides/container-registries/aws-ecr200 HTML500 ms451 kB0 s
/deployment/pipecat-cloud/guides/cloud-builds200 HTML227 ms475 kB0 s
/deployment/pipecat-cloud/guides/container-registries/gcp-artifact-registry200 HTML198 ms395 kB0 s
/deployment/pipecat-cloud/guides/capacity-planning200 HTML241 ms413 kB0 s
/deployment/pipecat-cloud/guides/session-api200 HTML110 ms492 kB0 s
/deployment/pipecat-cloud/guides/container-registries/docker-hub200 HTML200 ms395 kB0 s
/deployment/pipecat-cloud/guides/regions200 HTML108 ms423 kB0 s
/deployment/pipecat-cloud/guides/managed-api-keys200 HTML127 ms374 kB0 s
/client/js/api-reference/client-constructor200 HTML110 ms451 kB0 s
/client/react-native/transports/daily200 HTML96 ms 379 kB0 s
/client/ios/api-reference307 Redirect57 ms 121 B0 s
/client/android/api-reference307 Redirect55 ms 123 B0 s
/client/react-native/transports/small-webrtc200 HTML221 ms387 kB0 s
/client/react/components200 HTML66 ms 519 kB0 s
/client/js/api-reference/messages200 HTML210 ms787 kB0 s
/client/js/api-reference/client-methods200 HTML79 ms 796 kB0 s
/client/js/transports/openai-webrtc200 HTML225 ms500 kB0 s
/client/ios/transports/small-webrtc200 HTML113 ms415 kB0 s
/client/android/transports/small-webrtc200 HTML67 ms 367 kB0 s
/deployment/platforms/pipecat-cloud200 HTML64 ms 318 kB0 s
/client/react/hooks200 HTML415 ms759 kB0 s
/deployment/platforms/modal200 HTML88 ms 411 kB0 s
/deployment/pipecat-cloud/fundamentals/accounts-and-organizations200 HTML72 ms 415 kB0 s
/cli/cloud/agent200 HTML68 ms 467 kB0 s
/cli/cloud/organizations200 HTML130 ms478 kB0 s
/cli/cloud/build200 HTML247 ms399 kB0 s
/cli/cloud/deploy200 HTML119 ms722 kB0 s
/cli/cloud/secrets200 HTML301 ms483 kB0 s
/cli/cloud/docker200 HTML127 ms447 kB0 s
/cli/cloud/regions200 HTML101 ms357 kB0 s
/deployment/pipecat-cloud/rest-reference/endpoint/properties-update200 HTML195 ms370 kB0 s
/deployment/pipecat-cloud/sdk-reference/sessions200 HTML164 ms386 kB0 s
https://reference-server.pipecat.ai/302 Redirect370 ms157 BNone
/deployment/pipecat-cloud/sdk-reference/examples200 HTML96 ms 451 kB0 s
/deployment/pipecat-cloud/sdk-reference/session-arguments200 HTML217 ms412 kB0 s
/deployment/pipecat-cloud/sdk-reference/exceptions200 HTML188 ms479 kB0 s
/server/utilities/opentelemetry200 HTML142 ms691 kB0 s
/server/frameworks/flows/exceptions200 HTML215 ms418 kB0 s
/server/utilities/frame/producer-consumer200 HTML115 ms431 kB0 s
/server/utilities/user-idle-processor200 HTML247 ms498 kB0 s
/server/utilities/turn-management/turn-events200 HTML108 ms656 kB0 s
/server/utilities/turn-management/transcriptions200 HTML61 ms 482 kB0 s
/server/utilities/turn-management/external-turn-management403 HTML9 ms 33 kB0 s
/server/utilities/turn-management/interruption-strategies403 HTML9 ms 33 kB0 s
/server/utilities/text/overview403 HTML9 ms 33 kB0 s
/server/utilities/transcript-processor403 HTML9 ms 33 kB0 s
/server/utilities/text/markdown-text-filter403 HTML9 ms 33 kB0 s
/server/utilities/runner/transport-utils403 HTML9 ms 33 kB0 s
/server/utilities/events403 HTML9 ms 33 kB0 s
/server/utilities/audio/soundfile-mixer403 HTML9 ms 33 kB0 s
/server/utilities/audio/aic-filter403 HTML9 ms 33 kB0 s
/server/utilities/audio/koala-filter403 HTML9 ms 33 kB0 s
/server/utilities/audio/silero-vad-analyzer403 HTML9 ms 33 kB0 s
/server/utilities/audio/audio-buffer-processor403 HTML9 ms 33 kB0 s
/server/utilities/turn-detection/fal-smart-turn403 HTML9 ms 33 kB0 s
/server/utilities/service-switchers/llm-switcher403 HTML9 ms 33 kB0 s
/server/utilities/service-events403 HTML9 ms 33 kB0 s
/server/services/transport/transport-params403 HTML9 ms 33 kB0 s
/server/services/serializers/introduction403 HTML9 ms 33 kB0 s
/client/js/transports/small-webrtc403 HTML9 ms 33 kB0 s
/server/utilities/daily/rest-helper403 HTML10 ms 33 kB0 s
/client/js/transports/daily403 HTML9 ms 33 kB0 s
/deployment/pipecat-cloud/guides/telephony/twilio-websocket403 HTML9 ms 33 kB0 s
/deployment/pipecat-cloud/rest-reference/endpoint/build-create403 HTML9 ms 33 kB0 s
/deployment/pipecat-cloud/rest-reference/endpoint/agent-create403 HTML9 ms 33 kB0 s
/deployment/pipecat-cloud/fundamentals/error-codes403 HTML14 ms 33 kB0 s
/deployment/pipecat-cloud/fundamentals/active-sessions403 HTML9 ms 33 kB0 s
/deployment/pipecat-cloud/rest-reference/endpoint/regions-list403 HTML9 ms 33 kB0 s
/deployment/pipecat-cloud/fundamentals/secrets403 HTML9 ms 33 kB0 s
/deployment/pipecat-cloud/guides/using-datadog403 HTML9 ms 33 kB0 s
/deployment/pipecat-cloud/fundamentals/deploy403 HTML9 ms 33 kB0 s
/client/js/api-reference/errors403 HTML9 ms 33 kB0 s
/client/js/transports403 HTML9 ms 33 kB0 s
/client/js/api-reference/callbacks403 HTML9 ms 33 kB0 s
https://docs-android.rtvi.ai/200 HTML105 ms6 kB0 s
/server/frameworks/rtvi/rtvi-processor403 HTML9 ms 33 kB0 s
/client/js/transports/websocket403 HTML9 ms 33 kB0 s
https://docs-ios.pipecat.ai/200 HTML344 ms1 kB0 s
/client/js/transports/transport403 HTML9 ms 33 kB0 s
/client/js/transports/gemini403 HTML9 ms 33 kB0 s
/client/ios/transports/daily403 HTML9 ms 33 kB0 s
/client/ios/transports/openai-webrtc403 HTML9 ms 33 kB0 s
/client/ios/transports/gemini-websocket403 HTML9 ms 33 kB0 s
/client/android/transports/gemini-websocket403 HTML9 ms 33 kB0 s
/client/android/transports/daily403 HTML9 ms 33 kB0 s
/client/android/transports/openai-webrtc403 HTML9 ms 33 kB0 s
/deployment/platforms/fly403 HTML9 ms 33 kB0 s
/deployment/platforms/cerebrium403 HTML9 ms 33 kB0 s
/deployment/pipecat-cloud/fundamentals/logging403 HTML9 ms 33 kB0 s
/deployment/pipecat-cloud/fundamentals/agent-images403 HTML9 ms 33 kB0 s
/deployment/pipecat-cloud/fundamentals/scaling403 HTML9 ms 33 kB0 s
/deployment/pipecat-cloud/rest-reference/endpoint/properties-get403 HTML9 ms 33 kB0 s
/server/utilities/filters/wake-notifier-filter403 HTML9 ms 33 kB0 s
/server/frameworks/flows/flow-manager403 HTML9 ms 33 kB0 s
https://reference-server.pipecat.ai/en/latest/200 HTML295 ms6 kB20 min
/server/frameworks/flows/pipecat-flows403 HTML9 ms 33 kB0 s
/server/frameworks/flows/types403 HTML9 ms 33 kB0 s
No rows found, please edit your search term.

Best practices

Found 11 row(s).
Analysis nameOKNoticeWarningCritical
Heading structure232532330
Large inline SVGs (> 5120 B)142000
DOM depth (> 30)285000
Non-clickable phone numbers1060
Invalid inline SVGs142000
Duplicate inline SVGs (> 5 and > 1024 B)142000
Title uniqueness (> 10%)205000
Description uniqueness (> 10%)226000
Brotli support002300
WebP support0010
AVIF support0010
No rows found, please edit your search term.

Large inline SVGs

No problems found.


Duplicate inline SVGs

No problems found.


Invalid inline SVGs

No problems found.


Missing quotes on attributes

No problems found.


DOM depth

No problems found.


Heading structure

SeverityOccursDetailAffected URLs (max 5)
critical1No <h1> tag found in the HTML content.https://docs-android.rtvi.ai/
warning230Heading structure is skipping levels: found an <h5> without a previous higher heading.URL 1, URL 2, URL 3, URL 4, URL 5
warning1Heading structure is skipping levels: found an <h2> without a previous higher heading.https://docs-android.rtvi.ai/
warning1Heading structure is skipping levels: found an <h3> after an <h1>./guides/telephony/daily-phone-numbers
warning1Heading structure is skipping levels: found an <h4> after an <h1>./deployment/pipecat-cloud/rest-reference…t/properties-update
notice53No headings found in the HTML content.URL 1, URL 2, URL 3, URL 4, URL 5

Non-clickable phone numbers

SeverityOccursDetailAffected URLs (max 5)
warning3+1234567890URL 1, URL 2, URL 3
warning1+15559876543/server/utilities/runner/guide
warning1970-548-3274/guides/features/gemini-live
warning1+19499870006/guides/telephony/daily-phone-numbers
warning1+15551234567/server/utilities/runner/guide
warning1+19499800001/guides/telephony/daily-phone-numbers

Title uniqueness

No problems found.


Description uniqueness

No problems found.

Accessibility

Analysis nameOKNoticeWarningCritical
Missing roles0030
Missing html lang attribute1000
Missing aria labels870430
Missing image alt attributes12010

Valid HTML

No problems found.


Missing image alt attributes

SeverityOccursDetailAffected URLs (max 5)
warning1<img class="object-*" *** >/deployment/pipecat-cloud/introduction

Missing form labels

No problems found.


Missing aria labels

Found 38 row(s).
SeverityOccursDetailAffected URLs (max 5)
warning3013<a class="group flex items-* pr-* py-* cursor-* gap-* text-* rounded-* w-* outline-* hover:bg-* dark:hover:bg-* text-* hover:text-* dark:text-* dark:hover:text-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning1578<a class="group flex items-* pr-* py-* cursor-* gap-* text-* break-* hyphens-* rounded-* w-* outline-* hover:bg-* dark:hover:bg-* text-* hover:text-* dark:text-* dark:hover:text-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning1380<a class="link nav-* group relative h-* gap-* flex items-* font-* text-* dark:text-* hover:text-* dark:hover:text-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning1367<a class="group flex items-* break-* py-* whitespace-* text-* hover:text-* dark:text-* dark:hover:text-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning1092<a class="break-* py-* block font-* hover:text-* dark:text-* dark:hover:text-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning1043<a class="link" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning920<a class="link nav-* ml-* group flex items-* lg:text-* lg:leading-* mb-* sm:mb-* font-* outline-* text-* hover:text-* dark:text-* dark:hover:text-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning690<a class="h-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning460<a class="flex items-* gap-* whitespace-* font-* text-* hover:text-* dark:text-* dark:hover:text-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning236<a class="break-* py-* block hover:text-* dark:text-* dark:hover:text-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning230<a class="sr-* focus:not-* focus:fixed focus:top-* focus:left-* focus:z-* focus:p-* focus:text-* focus:bg-* dark:focus:bg-* focus:rounded-* focus:outline-* dark:focus:outline-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning230<a class="link nav-* group relative h-* gap-* flex items-* font-* hover:text-* dark:hover:text-* text-* dark:text-* [text-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning230<button class="flex items-* h-* py-* px-* lg:hidden focus:outline-* w-* text-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning230<a class="select-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning230<a class="group flex items-* gap-* text-* text-* dark:text-* hover:text-* dark:hover:text-* text-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning224<button class="text-* dark:text-* font-* flex items-* space-* hover:text-* dark:hover:text-* transition-* cursor-*">URL 1, URL 2, URL 3, URL 4, URL 5
warning221<a class="flex items-* ml-* space-* group" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning221<a class="flex items-* space-* group" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning125<a class="group flex items-* pr-* py-* cursor-* gap-* text-* rounded-* w-* outline-* bg-* text-* [text-* dark:text-* dark:bg-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning103<a class="group flex items-* pr-* py-* cursor-* gap-* text-* break-* hyphens-* rounded-* w-* outline-* bg-* text-* [text-* dark:text-* dark:bg-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning16<button class="px-* py-* text-* rounded-* flex items-* space-* bg-* text-* hover:bg-* dark:bg-* dark:text-*">URL 1, URL 2
warning6<button class="group disabled:pointer-* [& *** >/deployment/pipecat-cloud/rest-reference…t/properties-update
warning5<button class="group flex items-* relative gap-* my-* mb-* outline-* whitespace-* font-* !ml-* first:!ml-* focus:outline-* text-* dark:text-*" id="radix-_R_cldinpfcqcf99absnpfdb_-trigger-***" *** >URL 1, URL 2
warning4<button class="group flex items-* relative gap-* my-* mb-* outline-* whitespace-* font-* !ml-* first:!ml-* focus:outline-* text-* dark:text-*" id="radix-_R_rldinpfcqcf99absnpfdb_-trigger-***" *** >URL 1, URL 2
warning3<button class="group flex items-* relative gap-* my-* mb-* outline-* whitespace-* font-* !ml-* first:!ml-* focus:outline-* text-* dark:text-*" id="radix-_R_3ldinpfcqcf99absnpfdb_-trigger-***" *** >/client/js/api-reference/messages
warning2<button class="group flex items-* relative gap-* my-* mb-* outline-* whitespace-* font-* !ml-* first:!ml-* focus:outline-* text-* dark:text-*" id="radix-_R_4ldinpfcqcf99absnpfdb_-trigger-***" *** >/guides/telephony/daily-phone-numbers
warning2<button class="group flex items-* relative gap-* my-* mb-* outline-* whitespace-* font-* !ml-* first:!ml-* focus:outline-* text-* dark:text-*" id="radix-_R_9ldinpfcqcf99absnpfdb_-trigger-***" *** >/client/js/api-reference/messages
warning2<button class="group flex items-* relative gap-* my-* mb-* outline-* whitespace-* font-* !ml-* first:!ml-* focus:outline-* text-* dark:text-*" id="radix-_R_1mldinpfcqcf99absnpfdb_-trigger-***" *** >/guides/learn/function-calling
warning2<button class="group flex items-* relative gap-* my-* mb-* outline-* whitespace-* font-* !ml-* first:!ml-* focus:outline-* text-* dark:text-*" id="radix-_R_1meldinpfcqcf99absnpfdb_-trigger-***" *** >/client/introduction
warning2<button class="group flex items-* relative gap-* my-* mb-* outline-* whitespace-* font-* !ml-* first:!ml-* focus:outline-* text-* dark:text-*" id="radix-_R_fldinpfcqcf99absnpfdb_-trigger-***" *** >/guides/telephony/daily-phone-numbers
warning2<button class="text-* font-* px-* rounded-* hidden">URL 1, URL 2
warning2<button class="group flex items-* relative gap-* my-* mb-* outline-* whitespace-* font-* !ml-* first:!ml-* focus:outline-* text-* dark:text-*" id="radix-_R_14ldinpfcqcf99absnpfdb_-trigger-***" *** >/guides/learn/function-calling
warning2<a ***>/getting-started/ai-tools
warning2<button class="group flex items-* relative gap-* my-* mb-* outline-* whitespace-* font-* !ml-* first:!ml-* focus:outline-* text-* dark:text-*" id="radix-_R_15ldinpfcqcf99absnpfdb_-trigger-***" *** >/deployment/pattern
warning2<button class="group flex items-* relative gap-* my-* mb-* outline-* whitespace-* font-* !ml-* first:!ml-* focus:outline-* text-* dark:text-*" id="radix-_R_1qeldinpfcqcf99absnpfdb_-trigger-***" *** >/client/introduction
warning2<button class="group flex items-* relative gap-* my-* mb-* outline-* whitespace-* font-* !ml-* first:!ml-* focus:outline-* text-* dark:text-*" id="radix-_R_6ldinpfcqcf99absnpfdb_-trigger-***" *** >/client/js/api-reference/messages
warning2<button class="group flex items-* relative gap-* my-* mb-* outline-* whitespace-* font-* !ml-* first:!ml-* focus:outline-* text-* dark:text-*" id="radix-_R_7ldinpfcqcf99absnpfdb_-trigger-***" *** >/guides/telephony/daily-phone-numbers
warning2<button class="group group overflow-* rounded-* disabled:pointer-* [& *** >/deployment/pipecat-cloud/rest-reference…t/properties-update
No rows found, please edit your search term.

Missing roles

SeverityOccursDetailAffected URLs (max 5)
warning230<nav class="text-*">URL 1, URL 2, URL 3, URL 4, URL 5
warning230<header class="relative leading-*" id="header">URL 1, URL 2, URL 3, URL 4, URL 5
warning230<footer class="flex gap-* justify-* pt-* border-* border-* sm:flex dark:border-* pb-*" id="footer">URL 1, URL 2, URL 3, URL 4, URL 5

Missing html lang attribute

No problems found.

Security

HeaderOKNoticeWarningCriticalRecommendation
Strict-Transport-Security2300052Strict-Transport-Security header is not set. It enforces secure connections and protects against MITM attacks.
Content-Security-Policy2300052Content-Security-Policy header is not set. It restricts resources the page can load and prevents XSS attacks.
X-Frame-Options2300520X-Frame-Options header is not set. It prevents clickjacking attacks when set to 'deny' or 'sameorigin.
X-Content-Type-Options002820X-Content-Type-Options header is not set. It stops MIME type sniffing and mitigates content type attacks.
Referrer-Policy002820Referrer-Policy header is not set. It controls referrer header sharing and enhances privacy and security.
Feature-Policy002820Feature-Policy header is not set. It allows enabling/disabling browser APIs and features for security. Not important if Permissions-Policy is set.
Permissions-Policy002820Permissions-Policy header is not set. It allows enabling/disabling browser APIs and features for security.
Server028200Server header is set to 'Vercel'. It is better not to reveal used technologies.
X-XSS-Protection282000

Security headers

SeverityOccursDetailAffected URLs (max 5)
critical52Strict-Transport-Security header is not set. It enforces secure connections and protects against MITM attacks.URL 1, URL 2, URL 3, URL 4, URL 5
critical52Content-Security-Policy header is not set. It restricts resources the page can load and prevents XSS attacks.URL 1, URL 2, URL 3, URL 4, URL 5
warning282Referrer-Policy header is not set. It controls referrer header sharing and enhances privacy and security.URL 1, URL 2, URL 3, URL 4, URL 5
warning282X-Content-Type-Options header is not set. It stops MIME type sniffing and mitigates content type attacks.URL 1, URL 2, URL 3, URL 4, URL 5
warning282Feature-Policy header is not set. It allows enabling/disabling browser APIs and features for security. Not important if Permissions-Policy is set.URL 1, URL 2, URL 3, URL 4, URL 5
warning282Permissions-Policy header is not set. It allows enabling/disabling browser APIs and features for security.URL 1, URL 2, URL 3, URL 4, URL 5
warning52X-Frame-Options header is not set. It prevents clickjacking attacks when set to 'deny' or 'sameorigin.URL 1, URL 2, URL 3, URL 4, URL 5
notice282Server header is set to 'Vercel'. It is better not to reveal used technologies.URL 1, URL 2, URL 3, URL 4, URL 5

TOP non-unique titles

Found 10 row(s).
Count 🔽Title
6SDK Introduction - Pipecat
3Azure - Pipecat
3OpenAI - Pipecat
3SmallWebRTCTransport - Pipecat
2Cartesia - Pipecat
2Gradium - Pipecat
2NVIDIA Riva - Pipecat
2Deepgram - Pipecat
2Context Summarization - Pipecat
2Daily WebRTC Transport - Pipecat
No rows found, please edit your search term.

TOP non-unique descriptions

Count 🔽Description
4
2AI avatar video generation service for creating interactive conversational avatars

SEO metadata

Found 200 row(s).
URL 🔼IndexingTitleH1DescriptionKeywords
/cli/cloud/agentAllowedagent - PipecatagentManage agent deployments
/cli/cloud/authAllowedauth - PipecatauthAuthentication and authorization commands
/cli/cloud/buildAllowedbuild - PipecatbuildManage cloud builds
/cli/cloud/deployAlloweddeploy - PipecatdeployCreate or modify an agent deployment
/cli/cloud/dockerAlloweddocker - PipecatdockerBuild and push Docker images for agent deployments
/cli/cloud/organizationsAllowedorganizations - PipecatorganizationsOrganization and API key management commands
/cli/cloud/regionsAllowedregions - PipecatregionsView available deployment regions
/cli/cloud/secretsAllowedsecrets - PipecatsecretsSecret sets and secret management commands
/cli/initAllowedinit - PipecatinitScaffold a new Pipecat project with an interactive wizard or CLI flags
/cli/overviewAllowedCLI Overview - PipecatCLI OverviewCommand-line tool for scaffolding, deploying, and monitoring Pipecat bots
/cli/tailAllowedtail - PipecattailA terminal dashboard for monitoring Pipecat sessions in real-time
/client/android/introductionAllowedSDK Introduction - PipecatSDK IntroductionBuild Android applications with Pipecat's Kotlin client library
/client/android/migration-guideAllowedRTVIClient Migration Guide for Android - PipecatRTVIClient Migration Guide for AndroidA Guide to migrating from RTVIClient to PipecatClient for Android
/client/android/transports/small-webrtcAllowedSmall WebRTC Transport - PipecatSmall WebRTC TransportWebRTC implementation for Android
/client/c++/introductionAllowedSDK Introduction - PipecatSDK IntroductionBuild native applications with Pipecat’s C++ client library
/client/c++/transportAllowedDaily WebRTC Transport - PipecatDaily WebRTC TransportWebRTC implementation for C++ using Daily
/client/introductionAllowedClient SDKs - PipecatClient SDKsClient libraries for building real-time AI applications with Pipecat
/client/ios/introductionAllowedSDK Introduction - PipecatSDK IntroductionBuild iOS applications with Pipecat’s Swift client library
/client/ios/migration-guideAllowedRTVIClient Migration Guide for IOS - PipecatRTVIClient Migration Guide for IOSA Guide to migrating from RTVIClient to PipecatClient for iOS
/client/ios/transports/small-webrtcAllowedSmallWebRTCTransport - PipecatSmallWebRTCTransportA lightweight WebRTC transport for peer-to-peer connections with Pipecat for iOS
/client/js/api-reference/client-constructorAllowedPipecatClient Constructor - PipecatPipecatClient ConstructorSetting up the PipecatClient
/client/js/api-reference/client-methodsAllowedClient Methods - PipecatClient Methods
/client/js/api-reference/messagesAllowedCustom Messaging - PipecatCustom Messaging
/client/js/introductionAllowedSDK Introduction - PipecatSDK IntroductionBuild web applications with Pipecat’s JavaScript client library
/client/js/migration-guideAllowedRTVIClient Migration Guide for JavaScript - PipecatRTVIClient Migration Guide for JavaScriptA Guide to migrating from a JavaScript RTVIClient to PipecatClient
/client/js/transports/openai-webrtcAllowedOpenAIRealTimeWebRTCTransport - PipecatOpenAIRealTimeWebRTCTransport
/client/migration-guideAllowedRTVIClient Migration Guide - PipecatRTVIClient Migration GuideA Guide to migrating from RTVIClient to PipecatClient
/client/react-native/api-referenceAllowedAPI Reference - PipecatAPI ReferenceAPI reference for the Pipecat React Native SDK
/client/react-native/introductionAllowedSDK Introduction - PipecatSDK IntroductionBuild React Native applications with Pipecat's React Native client library
/client/react-native/migration-guideAllowedRTVIClient Migration Guide for React Native - PipecatRTVIClient Migration Guide for React NativeA Guide to migrating from a React Native RTVIClient to PipecatClient
/client/react-native/transports/dailyAllowedDaily WebRTC Transport - PipecatDaily WebRTC Transport
/client/react-native/transports/small-webrtcAllowedSmallWebRTCTransport - PipecatSmallWebRTCTransportA lightweight WebRTC transport for peer-to-peer connections with Pipecat
/client/react/componentsAllowedComponents - PipecatComponentsReady-to-use React components for Pipecat applications
/client/react/hooksAllowedHooks - PipecatHooksReact hooks for accessing Pipecat client functionality
/client/react/introductionAllowedSDK Introduction - PipecatSDK IntroductionBuild React applications with Pipecat's React client library
/client/react/migration-guideAllowedRTVIClient Migration Guide for React - PipecatRTVIClient Migration Guide for ReactA Guide to migrating from an RTVIClient to PipecatClient in React
/client/rtvi-standardAllowedThe RTVI Standard - PipecatThe RTVI StandardAn overview of the RTVI standard and its key features
/deployment/overviewAllowedOverview - PipecatOverviewHow to deploy your Pipecat bot online
/deployment/patternAllowedDeployment pattern - PipecatDeployment patternBasic deployment pattern for Pipecat bots
/deployment/pipecat-cloud/fundamentals/accounts-and-organizationsAllowedAccounts and Organizations - PipecatAccounts and OrganizationsManaging your account and collaborating on agents as part of a team
/deployment/pipecat-cloud/guides/capacity-planningAllowedCapacity Planning - PipecatCapacity PlanningOptimize your agent deployments to minimize cold starts
/deployment/pipecat-cloud/guides/ci-with-github-actionsAllowedCI with GitHub Actions - PipecatCI with GitHub ActionsAutomate image builds and deploys for continuous integration
/deployment/pipecat-cloud/guides/cloud-buildsAllowedCloud Builds - PipecatCloud BuildsBuild and deploy agents without managing a container registry
/deployment/pipecat-cloud/guides/container-registries/aws-ecrAllowedAWS ECR - PipecatAWS ECRDeploy Pipecat Cloud agents using Amazon Elastic Container Registry
/deployment/pipecat-cloud/guides/container-registries/docker-hubAllowedDocker Hub - PipecatDocker HubDeploy Pipecat Cloud agents using Docker Hub
/deployment/pipecat-cloud/guides/container-registries/gcp-artifact-registryAllowedGCP Artifact Registry - PipecatGCP Artifact RegistryDeploy Pipecat Cloud agents using Google Cloud Artifact Registry
/deployment/pipecat-cloud/guides/container-registries/overviewAllowedContainer Registry Overview - PipecatContainer Registry OverviewDeploy Pipecat Cloud agents from private container registries
/deployment/pipecat-cloud/guides/daily-webrtcAllowedDaily WebRTC - PipecatDaily WebRTCUsing Daily as a WebRTC transport for your Pipecat Cloud agents
/deployment/pipecat-cloud/guides/krisp-vivaAllowedKrisp VIVA Voice Isolation - PipecatKrisp VIVA Voice IsolationEliminate background noise and voices for more reliable agent interactions using Krisp's VIVA voice isolation model
/deployment/pipecat-cloud/guides/managed-api-keysAllowedManaged API Keys - PipecatManaged API KeysUsing managed API keys for your Pipecat Cloud agents
/deployment/pipecat-cloud/guides/regionsAllowedRegions - PipecatRegionsDeploy agents to geographic regions for optimal performance and compliance
/deployment/pipecat-cloud/guides/session-apiAllowedSession API - PipecatSession APISend HTTP requests to your running Pipecat Cloud sessions
/deployment/pipecat-cloud/guides/smart-turnAllowedSmart Turn Detection - PipecatSmart Turn DetectionAdvanced conversational turn detection
/deployment/pipecat-cloud/guides/whatsappAllowedWhatsApp Business Calling API - PipecatWhatsApp Business Calling APILearn how to receive WhatsApp voice calls in your Pipecat Cloud application
/deployment/pipecat-cloud/introductionAllowedIntroduction - PipecatIntroductionDeploy your AI agents to production at scale
/deployment/pipecat-cloud/rest-reference/endpoint/properties-updateAllowedUpdate Organization Properties - PipecatUpdate Organization PropertiesUpdate configurable properties for your organization, such as the default deployment region.
/deployment/pipecat-cloud/sdk-reference/examplesAllowedExamples - PipecatExamplesCommon usage patterns for the Pipecat Cloud Python SDK
/deployment/pipecat-cloud/sdk-reference/exceptionsAllowedError Handling - PipecatError HandlingManaging errors with the Pipecat Cloud Python SDK
/deployment/pipecat-cloud/sdk-reference/overviewAllowedPython SDK Overview - PipecatPython SDK OverviewIntroduction to the Pipecat Cloud Python SDK
/deployment/pipecat-cloud/sdk-reference/session-argumentsAllowedSession Arguments - PipecatSession ArgumentsUnderstanding the arguments received by bot entry points
/deployment/pipecat-cloud/sdk-reference/sessionsAllowedSession Management - PipecatSession ManagementManaging agent sessions with the Pipecat Cloud Python SDK
/deployment/platforms/modalAllowedModal - PipecatModalDeploy Pipecat applications to Modal
/deployment/platforms/pipecat-cloudAllowedPipecat Cloud - PipecatPipecat CloudDeploy Pipecat agents with managed infrastructure
/examplesAllowedExamples - PipecatExamplesComplete applications and quickstart demos to accelerate your Pipecat development
/getting-started/ai-toolsAllowedAI-Assisted Development - PipecatAI-Assisted DevelopmentUse AI coding tools with Pipecat documentation and source code.
/getting-started/build-your-next-botAllowedBuild Your Next Bot - PipecatBuild Your Next BotScaffold a new Pipecat project with the CLI
/getting-started/ecosystemAllowedEcosystem - PipecatEcosystemClient SDKs, tools, and AI services in the Pipecat ecosystem
/getting-started/introductionAllowedIntroduction - PipecatIntroductionLearn about Pipecat and how to get started.
/getting-started/next-stepsAllowedContinue Learning - PipecatContinue LearningContinue your Pipecat journey
/getting-started/quickstartAllowedQuickstart - PipecatQuickstartRun your first Pipecat bot in under 5 minutes
/guides/features/gemini-liveAllowedBuilding with Gemini Live - PipecatBuilding with Gemini LiveCreate real-time voice AI agents using Google's Gemini Live API and Pipecat
/guides/features/krisp-vivaAllowedKrisp VIVA - PipecatKrisp VIVALearn how to integrate Krisp's VIVA voice isolation and turn detection into your Pipecat application
/guides/features/openai-audio-models-and-apisAllowedBuilding With OpenAI Audio Models and APIs - PipecatBuilding With OpenAI Audio Models and APIsCreate voice agents with OpenAI audio models and Pipecat
/guides/features/pipecat-flowsAllowedPipecat Flows - PipecatPipecat FlowsLearn how to create structured conversations using Pipecat's flow system
/guides/features/whatsappAllowedWhatsApp Business Calling API - PipecatWhatsApp Business Calling APILearn how to receive WhatsApp voice calls in your Pipecat application
/guides/fundamentals/context-summarizationAllowedContext Summarization - PipecatContext SummarizationAutomatically compress conversation history to manage token usage in long-running conversations
/guides/fundamentals/custom-frame-processorAllowedCustom FrameProcessor - PipecatCustom FrameProcessorLearn how to write your own custom FrameProcessor
/guides/fundamentals/detecting-user-idleAllowedDetecting Idle Users - PipecatDetecting Idle UsersLearn how to detect and respond when users are inactive in conversations
/guides/fundamentals/ivrAllowedIVR Navigation - PipecatIVR NavigationAutomatically navigate phone system menus using AI-powered decision making
/guides/fundamentals/metricsAllowedMetrics - PipecatMetricsLearn how to monitor performance and LLM / TTS usage with Pipecat.
/guides/fundamentals/recording-audioAllowedRecording Conversation Audio - PipecatRecording Conversation AudioLearn how to record and save audio from conversations between users and your bot
/guides/fundamentals/saving-transcriptsAllowedSaving Conversation Transcripts - PipecatSaving Conversation TranscriptsLearn how to collect and save conversation transcripts between users and your bot
/guides/fundamentals/service-settingsAllowedService Settings - PipecatService SettingsLearn how to configure and update AI service settings at initialization and runtime.
/guides/fundamentals/stt-latency-tuningAllowedSTT Latency Tuning - PipecatSTT Latency TuningMeasure and tune STT latency for better turn detection timing
/guides/fundamentals/user-input-mutingAllowedUser Input Muting - PipecatUser Input MutingLearn how to control when user speech is processed in your conversational bot
/guides/fundamentals/voicemailAllowedVoicemail Detection - PipecatVoicemail DetectionAutomatically classify outbound calls as conversation or voicemail and respond appropriately
/guides/learn/context-managementAllowedContext Management - PipecatContext ManagementA guide to working with Pipecat's Context and Context Aggregators
/guides/learn/function-callingAllowedFunction Calling - PipecatFunction CallingEnable LLMs to interact with external services and APIs in your voice AI pipeline
/guides/learn/llmAllowedLLM Inference - PipecatLLM InferenceLearn how to configure language models to generate intelligent responses in your voice AI pipeline
/guides/learn/overviewAllowedOverview of Pipecat - PipecatOverview of PipecatLearn the foundational concepts of Pipecat's architecture for building voice AI agents
/guides/learn/pipelineAllowedPipeline & Frame Processing - PipecatPipeline & Frame ProcessingLearn how Pipecat's pipeline architecture orchestrates frame processing for voice AI applications
/guides/learn/pipeline-terminationAllowedPipeline Termination - PipecatPipeline TerminationLearn how to properly terminate Pipecat pipelines for clean shutdown and resource management
/guides/learn/session-initializationAllowedSession Initialization - PipecatSession InitializationLearn how to set up connections between users and your Pipecat voice AI bot
/guides/learn/speech-inputAllowedSpeech Input & Turn Detection - PipecatSpeech Input & Turn DetectionLearn how Pipecat detects user turns using VAD, transcriptions, and turn detection models
/guides/learn/speech-to-textAllowedSpeech to Text - PipecatSpeech to TextLearn how to configure speech recognition to convert user audio into text in your Pipecat pipeline
/guides/learn/text-to-speechAllowedText to Speech - PipecatText to SpeechLearn how to configure speech synthesis to convert text into natural-sounding audio in your voice AI pipeline
/guides/learn/transportsAllowedTransports - PipecatTransportsLearn about the different ways users can connect to your Pipecat voice AI bot
/guides/learn/whats-nextAllowedWhat's Next - PipecatWhat's NextContinue your Pipecat journey with advanced features, examples, and production deployment
/guides/telephony/daily-phone-numbersAllowedDaily Phone Numbers - PipecatDaily Phone NumbersPurchase and manage phone numbers for Daily's PSTN services
/guides/telephony/daily-pstnAllowedDaily PSTN - PipecatDaily PSTNComplete guide to Daily's PSTN capabilities including dial-in, dial-out, and call transfers
/guides/telephony/exotel-websocketsAllowedExotel WebSocket Integration - PipecatExotel WebSocket IntegrationComplete guide to using Exotel Voice Streaming with Pipecat for dial-in and dial-out functionality
/guides/telephony/overviewAllowedOverview - PipecatOverviewHow to call your bots (or have them call you)
/guides/telephony/plivo-websocketsAllowedPlivo WebSocket Integration - PipecatPlivo WebSocket IntegrationComplete guide to using Plivo Media Streaming with Pipecat for dial-in and dial-out functionality
/guides/telephony/telnyx-websocketsAllowedTelnyx WebSocket Integration - PipecatTelnyx WebSocket IntegrationComplete guide to using Telnyx Media Streaming with Pipecat for dial-in and dial-out functionality
/guides/telephony/twilio-daily-sipAllowedDaily + Twilio SIP - PipecatDaily + Twilio SIPComplete guide to using Daily's WebRTC transport with Twilio's SIP services for dial-in and dial-out
/guides/telephony/twilio-websocketsAllowedTwilio WebSocket Integration - PipecatTwilio WebSocket IntegrationComplete guide to using Twilio Media Streams with Pipecat for dial-in and dial-out functionality
/recipesAllowedRecipes - PipecatRecipesCode snippets and techniques to enhance your Pipecat applications
/server/frameworks/flows/exceptionsAllowedExceptions - PipecatExceptionsError handling hierarchy for Pipecat Flows
/server/introductionAllowedServer API Reference - PipecatServer API ReferenceComplete reference for Pipecat’s Python server APIs and services
/server/pipeline/heartbeatsAllowedPipeline Heartbeats - PipecatPipeline HeartbeatsMonitor pipeline health with heartbeat frames
/server/pipeline/parallel-pipelineAllowedParallelPipeline - PipecatParallelPipelineRun multiple pipeline branches in parallel, with synchronized inputs and outputs for complex flows
/server/pipeline/pipeline-idle-detectionAllowedPipeline Idle Detection - PipecatPipeline Idle DetectionAutomatically detect and handle idle pipelines with no bot activity
/server/pipeline/pipeline-paramsAllowedPipelineParams - PipecatPipelineParamsConfigure pipeline execution with PipelineParams
/server/pipeline/pipeline-taskAllowedPipelineTask - PipecatPipelineTaskManage pipeline execution and lifecycle with PipelineTask
/server/services/analytics/sentryAllowedSentry Metrics - PipecatSentry MetricsPerformance monitoring integration with Sentry for Pipecat frame processors
/server/services/community-integrationsAllowedCommunity Integrations - PipecatCommunity IntegrationsCommunity-maintained service integrations for Pipecat
/server/services/image-generation/azureAllowedAzure OpenAI Image Generation - PipecatAzure OpenAI Image GenerationImage generation service implementation using Azure OpenAI's REST API
/server/services/image-generation/falAllowedfal - PipecatfalImage generation service implementation using fal's fast SDXL models
/server/services/image-generation/googleAllowedGoogle Imagen - PipecatGoogle ImagenImage generation service implementation using Google's Imagen models
/server/services/image-generation/openaiAllowedOpenAI Image Generation - PipecatOpenAI Image GenerationImage generation service implementation using OpenAI's DALL-E models
/server/services/llm/anthropicAllowedAnthropic - PipecatAnthropicLarge Language Model service implementation using Anthropic's Claude API
/server/services/llm/awsAllowedAWS Bedrock - PipecatAWS BedrockLarge Language Model service implementation using Amazon Bedrock API
/server/services/llm/azureAllowedAzure - PipecatAzureLarge Language Model service implementation using Azure OpenAI API
/server/services/llm/cerebrasAllowedCerebras - PipecatCerebrasLLM service implementation using Cerebras's API with OpenAI-compatible interface
/server/services/llm/deepseekAllowedDeepSeek - PipecatDeepSeekLLM service implementation using DeepSeek's API with OpenAI-compatible interface
/server/services/llm/fireworksAllowedFireworks AI - PipecatFireworks AILLM service implementation using Fireworks AI's API with OpenAI-compatible interface
/server/services/llm/googleAllowedGoogle Gemini - PipecatGoogle GeminiLarge Language Model service implementation using Google's Gemini API
/server/services/llm/google-vertexAllowedGoogle Vertex AI - PipecatGoogle Vertex AILLM service implementation using Google's Vertex AI with OpenAI-compatible interface
/server/services/llm/grokAllowedGrok - PipecatGrokLLM service implementation using Grok's API with OpenAI-compatible interface
/server/services/llm/groqAllowedGroq - PipecatGroqLLM service implementation using Groq's API with OpenAI-compatible interface
/server/services/llm/nvidiaAllowedNVIDIA NIM - PipecatNVIDIA NIMLLM service implementation using NVIDIA's NIM (NVIDIA Inference Microservice) API with OpenAI-compatible interface
/server/services/llm/ollamaAllowedOllama - PipecatOllamaLLM service implementation using Ollama with OpenAI-compatible interface
/server/services/llm/openaiAllowedOpenAI - PipecatOpenAILarge Language Model services using OpenAI's chat completion API
/server/services/llm/openpipeAllowedOpenPipe - PipecatOpenPipeLLM service implementation using OpenPipe for LLM request logging and fine-tuning
/server/services/llm/openrouterAllowedOpenRouter - PipecatOpenRouterLLM service implementation using OpenRouter's API with OpenAI-compatible interface
/server/services/llm/perplexityAllowedPerplexity - PipecatPerplexityLLM service implementation using Perplexity's API with OpenAI-compatible interface
/server/services/llm/qwenAllowedQwen - PipecatQwenLLM service implementation using Alibaba Cloud's Qwen models through an OpenAI-compatible interface
/server/services/llm/sambanovaAllowedSambaNova - PipecatSambaNovaLLM service implementation using SambaNova's API with OpenAI-compatible interface
/server/services/llm/togetherAllowedTogether AI - PipecatTogether AILLM service implementation using Together AI's API with OpenAI-compatible interface
/server/services/memory/mem0AllowedMem0 - PipecatMem0Long-term conversation memory service powered by Mem0
/server/services/s2s/awsAllowedAWS Nova Sonic - PipecatAWS Nova SonicReal-time speech-to-speech service implementation using AWS Nova Sonic
/server/services/s2s/gemini-liveAllowedGemini Live - PipecatGemini LiveA real-time, multimodal conversational AI service powered by Google's Gemini
/server/services/s2s/gemini-live-vertexAllowedGemini Live Vertex AI - PipecatGemini Live Vertex AIA real-time, multimodal conversational AI service powered by Google's Gemini via Vertex AI
/server/services/s2s/grokAllowedGrok Realtime - PipecatGrok RealtimeReal-time speech-to-speech service implementation using xAI's Grok Voice Agent API
/server/services/s2s/openaiAllowedOpenAI Realtime - PipecatOpenAI RealtimeReal-time speech-to-speech service implementation using OpenAI's Realtime API
/server/services/s2s/ultravoxAllowedUltravox Realtime - PipecatUltravox RealtimeReal-time speech-to-speech service implementation using Ultravox's Realtime API
/server/services/serializers/exotelAllowedExotelFrameSerializer - PipecatExotelFrameSerializerSerializer for Exotel WebSocket media streaming protocol
/server/services/serializers/plivoAllowedPlivoFrameSerializer - PipecatPlivoFrameSerializerSerializer for Plivo Audio Streaming WebSocket protocol
/server/services/serializers/telnyxAllowedTelnyxFrameSerializer - PipecatTelnyxFrameSerializerSerializer for Telnyx WebSocket media streaming protocol
/server/services/serializers/twilioAllowedTwilioFrameSerializer - PipecatTwilioFrameSerializerSerializer for Twilio Media Streams WebSocket protocol
/server/services/serializers/vonageAllowedVonageFrameSerializer - PipecatVonageFrameSerializerSerializer for Vonage Video API Audio Connector WebSocket protocol
/server/services/stt/assemblyaiAllowedAssemblyAI - PipecatAssemblyAISpeech-to-text service implementation using AssemblyAI's real-time transcription API
/server/services/stt/awsAllowedAWS Transcribe - PipecatAWS TranscribeSpeech-to-text service implementation using Amazon Transcribe's real-time transcription API
/server/services/stt/azureAllowedAzure - PipecatAzureSpeech-to-text service using Azure Cognitive Services Speech SDK
/server/services/stt/cartesiaAllowedCartesia - PipecatCartesiaSpeech-to-text service implementation using Cartesia's real-time transcription API
/server/services/stt/deepgramAllowedDeepgram - PipecatDeepgramSpeech-to-text service implementations using Deepgram's real-time transcription and Flux APIs
/server/services/stt/elevenlabsAllowedElevenLabs - PipecatElevenLabsSpeech-to-text service implementation using ElevenLabs' file-based transcription API
/server/services/stt/falAllowedFal (Wizper) - PipecatFal (Wizper)Speech-to-text service implementation using Fal's Wizper API
/server/services/stt/gladiaAllowedGladia - PipecatGladiaSpeech-to-text service implementation using Gladia's API
/server/services/stt/googleAllowedGoogle - PipecatGoogleSpeech-to-text service implementation using Google Cloud's Speech-to-Text V2 API
/server/services/stt/gradiumAllowedGradium - PipecatGradiumSpeech-to-text service using Gradium's real-time streaming API
/server/services/stt/groqAllowedGroq (Whisper) - PipecatGroq (Whisper)Speech-to-text service implementation using Groq's Whisper API
/server/services/stt/nvidiaAllowedNVIDIA Riva - PipecatNVIDIA RivaSpeech-to-text service implementation using NVIDIA Riva
/server/services/stt/openaiAllowedOpenAI - PipecatOpenAISpeech-to-text service implementations using OpenAI's Speech-to-Text APIs
/server/services/stt/sambanovaAllowedSambaNova (Whisper) - PipecatSambaNova (Whisper)Speech-to-text service implementation using SambaNova's Whisper API
/server/services/stt/sarvamAllowedSarvam - PipecatSarvamSpeech-to-text service implementation using Sarvam AI's WebSocket-based streaming API
/server/services/stt/sonioxAllowedSoniox - PipecatSonioxSpeech-to-text service implementation using Soniox's WebSocket API
/server/services/stt/speechmaticsAllowedSpeechmatics - PipecatSpeechmaticsSpeech-to-text service implementation using Speechmatics' real-time transcription STT API
/server/services/stt/whisperAllowedWhisper - PipecatWhisperSpeech-to-text service implementation using locally-downloaded Whisper models
/server/services/supported-servicesAllowedSupported Services - PipecatSupported ServicesAI services integrated with Pipecat and their setup requirements
/server/services/transport/dailyAllowedDailyTransport - PipecatDailyTransportWebRTC transport implementation using Daily for real-time audio/video communication
/server/services/transport/fastapi-websocketAllowedFastAPIWebsocketTransport - PipecatFastAPIWebsocketTransportWebSocket transport implementation for FastAPI web applications with telephony integration
/server/services/transport/heygenAllowedHeyGenTransport - PipecatHeyGenTransportAI avatar video generation service for creating interactive conversational avatars
/server/services/transport/lemonsliceAllowedLemonSliceTransport - PipecatLemonSliceTransportAI avatar video service for adding LemonSlice avatars to Daily rooms
/server/services/transport/livekitAllowedLiveKitTransport - PipecatLiveKitTransportWebRTC transport implementation using LiveKit for real-time audio communication
/server/services/transport/small-webrtcAllowedSmallWebRTCTransport - PipecatSmallWebRTCTransportA lightweight WebRTC transport for peer-to-peer audio and video communication in Pipecat
/server/services/transport/tavusAllowedTavusTransport - PipecatTavusTransportConversational AI applications with Tavus avatars using real-time audio/video streaming
/server/services/transport/websocket-serverAllowedWebSocket Transports - PipecatWebSocket TransportsWebSocket transport implementations for real-time client-server communication
/server/services/transport/whatsappAllowedWhatsAppTransport - PipecatWhatsAppTransportReal-time voice communication through WhatsApp Business API using WebRTC
/server/services/tts/asyncaiAllowedAsync - PipecatAsyncText-to-speech services using Async's WebSocket and HTTP APIs
/server/services/tts/awsAllowedAWS Polly - PipecatAWS PollyText-to-speech service using Amazon Polly
/server/services/tts/azureAllowedAzure - PipecatAzureText-to-speech service using Azure Cognitive Services Speech SDK
/server/services/tts/cambAllowedCamb AI - PipecatCamb AIText-to-speech service using Camb AI's MARS models for high-quality speech synthesis
/server/services/tts/cartesiaAllowedCartesia - PipecatCartesiaText-to-speech services using Cartesia's WebSocket and HTTP APIs
/server/services/tts/deepgramAllowedDeepgram - PipecatDeepgramText-to-speech service implementations using Deepgram's Aura API
/server/services/tts/elevenlabsAllowedElevenLabs - PipecatElevenLabsText-to-speech service using ElevenLabs' streaming API with word-level timing
/server/services/tts/fishAllowedFish Audio - PipecatFish AudioReal-time text-to-speech service using Fish Audio's WebSocket API
/server/services/tts/googleAllowedGoogle - PipecatGoogleText-to-speech service using Google's Cloud Text-to-Speech API
/server/services/tts/gradiumAllowedGradium - PipecatGradiumText-to-speech service using Gradium's low-latency streaming API
/server/services/tts/groqAllowedGroq - PipecatGroqText-to-speech service implementation using Groq's TTS API
/server/services/tts/humeAllowedHume - PipecatHumeText-to-speech service using Hume AI's expressive Octave models with word timestamps
/server/services/tts/inworldAllowedInworld - PipecatInworldText-to-speech service using Inworld AI's TTS APIs
/server/services/tts/lmntAllowedLMNT - PipecatLMNTText-to-speech service implementation using LMNT's streaming API
/server/services/tts/minimaxAllowedMiniMax - PipecatMiniMaxText-to-speech service implementation using MiniMax T2A API
/server/services/tts/neuphonicAllowedNeuphonic - PipecatNeuphonicText-to-speech service implementation using Neuphonic's API
/server/services/tts/nvidiaAllowedNVIDIA Riva - PipecatNVIDIA RivaText-to-speech service implementation using NVIDIA Riva
/server/services/tts/openaiAllowedOpenAI - PipecatOpenAIText-to-speech service using OpenAI's TTS API
/server/services/tts/piperAllowedPiper - PipecatPiperText-to-speech service implementation using the Piper TTS server
/server/services/tts/resembleaiAllowedResemble AI - PipecatResemble AIText-to-speech service using Resemble AI's WebSocket streaming API with word-level timing
/server/services/tts/rimeAllowedRime - PipecatRimeText-to-speech service implementations using Rime AI
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URL 🔼OG TitleOG DescriptionOG ImageTwitter TitleTwitter DescriptionTwitter Image
/cli/cloud/agentagent - PipecatManage agent deploymentshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100agent - PipecatManage agent deploymentshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/cli/cloud/authauth - PipecatAuthentication and authorization commandshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100auth - PipecatAuthentication and authorization commandshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/cli/cloud/buildbuild - PipecatManage cloud buildshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100build - PipecatManage cloud buildshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/cli/cloud/deploydeploy - PipecatCreate or modify an agent deploymenthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100deploy - PipecatCreate or modify an agent deploymenthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/cli/cloud/dockerdocker - PipecatBuild and push Docker images for agent deploymentshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100docker - PipecatBuild and push Docker images for agent deploymentshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/cli/cloud/organizationsorganizations - PipecatOrganization and API key management commandshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100organizations - PipecatOrganization and API key management commandshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/cli/cloud/regionsregions - PipecatView available deployment regionshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100regions - PipecatView available deployment regionshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/cli/cloud/secretssecrets - PipecatSecret sets and secret management commandshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100secrets - PipecatSecret sets and secret management commandshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/cli/initinit - PipecatScaffold a new Pipecat project with an interactive wizard or CLI flagshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100init - PipecatScaffold a new Pipecat project with an interactive wizard or CLI flagshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/cli/overviewCLI Overview - PipecatCommand-line tool for scaffolding, deploying, and monitoring Pipecat botshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100CLI Overview - PipecatCommand-line tool for scaffolding, deploying, and monitoring Pipecat botshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/cli/tailtail - PipecatA terminal dashboard for monitoring Pipecat sessions in real-timehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100tail - PipecatA terminal dashboard for monitoring Pipecat sessions in real-timehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/android/introductionSDK Introduction - PipecatBuild Android applications with Pipecat's Kotlin client libraryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100SDK Introduction - PipecatBuild Android applications with Pipecat's Kotlin client libraryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/android/migration-guideRTVIClient Migration Guide for Android - PipecatA Guide to migrating from RTVIClient to PipecatClient for Androidhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100RTVIClient Migration Guide for Android - PipecatA Guide to migrating from RTVIClient to PipecatClient for Androidhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/android/transports/small-webrtcSmall WebRTC Transport - PipecatWebRTC implementation for Androidhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Small WebRTC Transport - PipecatWebRTC implementation for Androidhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/c++/introductionSDK Introduction - PipecatBuild native applications with Pipecat’s C++ client libraryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100SDK Introduction - PipecatBuild native applications with Pipecat’s C++ client libraryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/c++/transportDaily WebRTC Transport - PipecatWebRTC implementation for C++ using Dailyhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Daily WebRTC Transport - PipecatWebRTC implementation for C++ using Dailyhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/introductionClient SDKs - PipecatClient libraries for building real-time AI applications with Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Client SDKs - PipecatClient libraries for building real-time AI applications with Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/ios/introductionSDK Introduction - PipecatBuild iOS applications with Pipecat’s Swift client libraryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100SDK Introduction - PipecatBuild iOS applications with Pipecat’s Swift client libraryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/ios/migration-guideRTVIClient Migration Guide for IOS - PipecatA Guide to migrating from RTVIClient to PipecatClient for iOShttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100RTVIClient Migration Guide for IOS - PipecatA Guide to migrating from RTVIClient to PipecatClient for iOShttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/ios/transports/small-webrtcSmallWebRTCTransport - PipecatA lightweight WebRTC transport for peer-to-peer connections with Pipecat for iOShttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100SmallWebRTCTransport - PipecatA lightweight WebRTC transport for peer-to-peer connections with Pipecat for iOShttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/js/api-reference/client-constructorPipecatClient Constructor - PipecatSetting up the PipecatClienthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100PipecatClient Constructor - PipecatSetting up the PipecatClienthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/js/api-reference/client-methodsClient Methods - Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Client Methods - Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/js/api-reference/messagesCustom Messaging - Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Custom Messaging - Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/js/introductionSDK Introduction - PipecatBuild web applications with Pipecat’s JavaScript client libraryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100SDK Introduction - PipecatBuild web applications with Pipecat’s JavaScript client libraryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/js/migration-guideRTVIClient Migration Guide for JavaScript - PipecatA Guide to migrating from a JavaScript RTVIClient to PipecatClienthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100RTVIClient Migration Guide for JavaScript - PipecatA Guide to migrating from a JavaScript RTVIClient to PipecatClienthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/js/transports/openai-webrtcOpenAIRealTimeWebRTCTransport - Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100OpenAIRealTimeWebRTCTransport - Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/migration-guideRTVIClient Migration Guide - PipecatA Guide to migrating from RTVIClient to PipecatClienthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100RTVIClient Migration Guide - PipecatA Guide to migrating from RTVIClient to PipecatClienthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/react-native/api-referenceAPI Reference - PipecatAPI reference for the Pipecat React Native SDKhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100API Reference - PipecatAPI reference for the Pipecat React Native SDKhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/react-native/introductionSDK Introduction - PipecatBuild React Native applications with Pipecat's React Native client libraryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100SDK Introduction - PipecatBuild React Native applications with Pipecat's React Native client libraryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/react-native/migration-guideRTVIClient Migration Guide for React Native - PipecatA Guide to migrating from a React Native RTVIClient to PipecatClienthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100RTVIClient Migration Guide for React Native - PipecatA Guide to migrating from a React Native RTVIClient to PipecatClienthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/react-native/transports/dailyDaily WebRTC Transport - Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Daily WebRTC Transport - Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/react-native/transports/small-webrtcSmallWebRTCTransport - PipecatA lightweight WebRTC transport for peer-to-peer connections with Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100SmallWebRTCTransport - PipecatA lightweight WebRTC transport for peer-to-peer connections with Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/react/componentsComponents - PipecatReady-to-use React components for Pipecat applicationshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Components - PipecatReady-to-use React components for Pipecat applicationshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/react/hooksHooks - PipecatReact hooks for accessing Pipecat client functionalityhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Hooks - PipecatReact hooks for accessing Pipecat client functionalityhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/react/introductionSDK Introduction - PipecatBuild React applications with Pipecat's React client libraryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100SDK Introduction - PipecatBuild React applications with Pipecat's React client libraryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/react/migration-guideRTVIClient Migration Guide for React - PipecatA Guide to migrating from an RTVIClient to PipecatClient in Reacthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100RTVIClient Migration Guide for React - PipecatA Guide to migrating from an RTVIClient to PipecatClient in Reacthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/client/rtvi-standardThe RTVI Standard - PipecatAn overview of the RTVI standard and its key featureshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100The RTVI Standard - PipecatAn overview of the RTVI standard and its key featureshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/overviewOverview - PipecatHow to deploy your Pipecat bot onlinehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Overview - PipecatHow to deploy your Pipecat bot onlinehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/patternDeployment pattern - PipecatBasic deployment pattern for Pipecat botshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Deployment pattern - PipecatBasic deployment pattern for Pipecat botshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/fundamentals/accounts-and-organizationsAccounts and Organizations - PipecatManaging your account and collaborating on agents as part of a teamhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Accounts and Organizations - PipecatManaging your account and collaborating on agents as part of a teamhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/guides/capacity-planningCapacity Planning - PipecatOptimize your agent deployments to minimize cold startshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Capacity Planning - PipecatOptimize your agent deployments to minimize cold startshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/guides/ci-with-github-actionsCI with GitHub Actions - PipecatAutomate image builds and deploys for continuous integrationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100CI with GitHub Actions - PipecatAutomate image builds and deploys for continuous integrationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/guides/cloud-buildsCloud Builds - PipecatBuild and deploy agents without managing a container registryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Cloud Builds - PipecatBuild and deploy agents without managing a container registryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/guides/container-registries/aws-ecrAWS ECR - PipecatDeploy Pipecat Cloud agents using Amazon Elastic Container Registryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100AWS ECR - PipecatDeploy Pipecat Cloud agents using Amazon Elastic Container Registryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/guides/container-registries/docker-hubDocker Hub - PipecatDeploy Pipecat Cloud agents using Docker Hubhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Docker Hub - PipecatDeploy Pipecat Cloud agents using Docker Hubhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/guides/container-registries/gcp-artifact-registryGCP Artifact Registry - PipecatDeploy Pipecat Cloud agents using Google Cloud Artifact Registryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100GCP Artifact Registry - PipecatDeploy Pipecat Cloud agents using Google Cloud Artifact Registryhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/guides/container-registries/overviewContainer Registry Overview - PipecatDeploy Pipecat Cloud agents from private container registrieshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Container Registry Overview - PipecatDeploy Pipecat Cloud agents from private container registrieshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/guides/daily-webrtcDaily WebRTC - PipecatUsing Daily as a WebRTC transport for your Pipecat Cloud agentshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Daily WebRTC - PipecatUsing Daily as a WebRTC transport for your Pipecat Cloud agentshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/guides/krisp-vivaKrisp VIVA Voice Isolation - PipecatEliminate background noise and voices for more reliable agent interactions using Krisp's VIVA voice isolation modelhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Krisp VIVA Voice Isolation - PipecatEliminate background noise and voices for more reliable agent interactions using Krisp's VIVA voice isolation modelhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/guides/managed-api-keysManaged API Keys - PipecatUsing managed API keys for your Pipecat Cloud agentshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Managed API Keys - PipecatUsing managed API keys for your Pipecat Cloud agentshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/guides/regionsRegions - PipecatDeploy agents to geographic regions for optimal performance and compliancehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Regions - PipecatDeploy agents to geographic regions for optimal performance and compliancehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/guides/session-apiSession API - PipecatSend HTTP requests to your running Pipecat Cloud sessionshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Session API - PipecatSend HTTP requests to your running Pipecat Cloud sessionshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/guides/smart-turnSmart Turn Detection - PipecatAdvanced conversational turn detectionhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Smart Turn Detection - PipecatAdvanced conversational turn detectionhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/guides/whatsappWhatsApp Business Calling API - PipecatLearn how to receive WhatsApp voice calls in your Pipecat Cloud applicationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100WhatsApp Business Calling API - PipecatLearn how to receive WhatsApp voice calls in your Pipecat Cloud applicationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/introductionIntroduction - PipecatDeploy your AI agents to production at scalehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Introduction - PipecatDeploy your AI agents to production at scalehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/rest-reference/endpoint/properties-updateUpdate Organization Properties - PipecatUpdate configurable properties for your organization, such as the default deployment region.https://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Update Organization Properties - PipecatUpdate configurable properties for your organization, such as the default deployment region.https://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/sdk-reference/examplesExamples - PipecatCommon usage patterns for the Pipecat Cloud Python SDKhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Examples - PipecatCommon usage patterns for the Pipecat Cloud Python SDKhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/sdk-reference/exceptionsError Handling - PipecatManaging errors with the Pipecat Cloud Python SDKhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Error Handling - PipecatManaging errors with the Pipecat Cloud Python SDKhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/sdk-reference/overviewPython SDK Overview - PipecatIntroduction to the Pipecat Cloud Python SDKhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Python SDK Overview - PipecatIntroduction to the Pipecat Cloud Python SDKhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/sdk-reference/session-argumentsSession Arguments - PipecatUnderstanding the arguments received by bot entry pointshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Session Arguments - PipecatUnderstanding the arguments received by bot entry pointshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/pipecat-cloud/sdk-reference/sessionsSession Management - PipecatManaging agent sessions with the Pipecat Cloud Python SDKhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Session Management - PipecatManaging agent sessions with the Pipecat Cloud Python SDKhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/platforms/modalModal - PipecatDeploy Pipecat applications to Modalhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Modal - PipecatDeploy Pipecat applications to Modalhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/deployment/platforms/pipecat-cloudPipecat Cloud - PipecatDeploy Pipecat agents with managed infrastructurehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Pipecat Cloud - PipecatDeploy Pipecat agents with managed infrastructurehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/examplesExamples - PipecatComplete applications and quickstart demos to accelerate your Pipecat developmenthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Examples - PipecatComplete applications and quickstart demos to accelerate your Pipecat developmenthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/getting-started/ai-toolsAI-Assisted Development - PipecatUse AI coding tools with Pipecat documentation and source code.https://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100AI-Assisted Development - PipecatUse AI coding tools with Pipecat documentation and source code.https://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/getting-started/build-your-next-botBuild Your Next Bot - PipecatScaffold a new Pipecat project with the CLIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Build Your Next Bot - PipecatScaffold a new Pipecat project with the CLIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/getting-started/ecosystemEcosystem - PipecatClient SDKs, tools, and AI services in the Pipecat ecosystemhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Ecosystem - PipecatClient SDKs, tools, and AI services in the Pipecat ecosystemhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/getting-started/introductionIntroduction - PipecatLearn about Pipecat and how to get started.https://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Introduction - PipecatLearn about Pipecat and how to get started.https://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/getting-started/next-stepsContinue Learning - PipecatContinue your Pipecat journeyhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Continue Learning - PipecatContinue your Pipecat journeyhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/getting-started/quickstartQuickstart - PipecatRun your first Pipecat bot in under 5 minuteshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Quickstart - PipecatRun your first Pipecat bot in under 5 minuteshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/features/gemini-liveBuilding with Gemini Live - PipecatCreate real-time voice AI agents using Google's Gemini Live API and Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Building with Gemini Live - PipecatCreate real-time voice AI agents using Google's Gemini Live API and Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/features/krisp-vivaKrisp VIVA - PipecatLearn how to integrate Krisp's VIVA voice isolation and turn detection into your Pipecat applicationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Krisp VIVA - PipecatLearn how to integrate Krisp's VIVA voice isolation and turn detection into your Pipecat applicationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/features/openai-audio-models-and-apisBuilding With OpenAI Audio Models and APIs - PipecatCreate voice agents with OpenAI audio models and Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Building With OpenAI Audio Models and APIs - PipecatCreate voice agents with OpenAI audio models and Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/features/pipecat-flowsPipecat Flows - PipecatLearn how to create structured conversations using Pipecat's flow systemhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Pipecat Flows - PipecatLearn how to create structured conversations using Pipecat's flow systemhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/features/whatsappWhatsApp Business Calling API - PipecatLearn how to receive WhatsApp voice calls in your Pipecat applicationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100WhatsApp Business Calling API - PipecatLearn how to receive WhatsApp voice calls in your Pipecat applicationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/fundamentals/context-summarizationContext Summarization - PipecatAutomatically compress conversation history to manage token usage in long-running conversationshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Context Summarization - PipecatAutomatically compress conversation history to manage token usage in long-running conversationshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/fundamentals/custom-frame-processorCustom FrameProcessor - PipecatLearn how to write your own custom FrameProcessorhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Custom FrameProcessor - PipecatLearn how to write your own custom FrameProcessorhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/fundamentals/detecting-user-idleDetecting Idle Users - PipecatLearn how to detect and respond when users are inactive in conversationshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Detecting Idle Users - PipecatLearn how to detect and respond when users are inactive in conversationshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/fundamentals/ivrIVR Navigation - PipecatAutomatically navigate phone system menus using AI-powered decision makinghttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100IVR Navigation - PipecatAutomatically navigate phone system menus using AI-powered decision makinghttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/fundamentals/metricsMetrics - PipecatLearn how to monitor performance and LLM / TTS usage with Pipecat.https://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Metrics - PipecatLearn how to monitor performance and LLM / TTS usage with Pipecat.https://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/fundamentals/recording-audioRecording Conversation Audio - PipecatLearn how to record and save audio from conversations between users and your bothttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Recording Conversation Audio - PipecatLearn how to record and save audio from conversations between users and your bothttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/fundamentals/saving-transcriptsSaving Conversation Transcripts - PipecatLearn how to collect and save conversation transcripts between users and your bothttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Saving Conversation Transcripts - PipecatLearn how to collect and save conversation transcripts between users and your bothttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/fundamentals/service-settingsService Settings - PipecatLearn how to configure and update AI service settings at initialization and runtime.https://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Service Settings - PipecatLearn how to configure and update AI service settings at initialization and runtime.https://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/fundamentals/stt-latency-tuningSTT Latency Tuning - PipecatMeasure and tune STT latency for better turn detection timinghttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100STT Latency Tuning - PipecatMeasure and tune STT latency for better turn detection timinghttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/fundamentals/user-input-mutingUser Input Muting - PipecatLearn how to control when user speech is processed in your conversational bothttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100User Input Muting - PipecatLearn how to control when user speech is processed in your conversational bothttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/fundamentals/voicemailVoicemail Detection - PipecatAutomatically classify outbound calls as conversation or voicemail and respond appropriatelyhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Voicemail Detection - PipecatAutomatically classify outbound calls as conversation or voicemail and respond appropriatelyhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/learn/context-managementContext Management - PipecatA guide to working with Pipecat's Context and Context Aggregatorshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Context Management - PipecatA guide to working with Pipecat's Context and Context Aggregatorshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/learn/function-callingFunction Calling - PipecatEnable LLMs to interact with external services and APIs in your voice AI pipelinehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Function Calling - PipecatEnable LLMs to interact with external services and APIs in your voice AI pipelinehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/learn/llmLLM Inference - PipecatLearn how to configure language models to generate intelligent responses in your voice AI pipelinehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100LLM Inference - PipecatLearn how to configure language models to generate intelligent responses in your voice AI pipelinehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/learn/overviewOverview of Pipecat - PipecatLearn the foundational concepts of Pipecat's architecture for building voice AI agentshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Overview of Pipecat - PipecatLearn the foundational concepts of Pipecat's architecture for building voice AI agentshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/learn/pipelinePipeline & Frame Processing - PipecatLearn how Pipecat's pipeline architecture orchestrates frame processing for voice AI applicationshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Pipeline & Frame Processing - PipecatLearn how Pipecat's pipeline architecture orchestrates frame processing for voice AI applicationshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/learn/pipeline-terminationPipeline Termination - PipecatLearn how to properly terminate Pipecat pipelines for clean shutdown and resource managementhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Pipeline Termination - PipecatLearn how to properly terminate Pipecat pipelines for clean shutdown and resource managementhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/learn/session-initializationSession Initialization - PipecatLearn how to set up connections between users and your Pipecat voice AI bothttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Session Initialization - PipecatLearn how to set up connections between users and your Pipecat voice AI bothttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/learn/speech-inputSpeech Input & Turn Detection - PipecatLearn how Pipecat detects user turns using VAD, transcriptions, and turn detection modelshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Speech Input & Turn Detection - PipecatLearn how Pipecat detects user turns using VAD, transcriptions, and turn detection modelshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/learn/speech-to-textSpeech to Text - PipecatLearn how to configure speech recognition to convert user audio into text in your Pipecat pipelinehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Speech to Text - PipecatLearn how to configure speech recognition to convert user audio into text in your Pipecat pipelinehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/learn/text-to-speechText to Speech - PipecatLearn how to configure speech synthesis to convert text into natural-sounding audio in your voice AI pipelinehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Text to Speech - PipecatLearn how to configure speech synthesis to convert text into natural-sounding audio in your voice AI pipelinehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/learn/transportsTransports - PipecatLearn about the different ways users can connect to your Pipecat voice AI bothttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Transports - PipecatLearn about the different ways users can connect to your Pipecat voice AI bothttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/learn/whats-nextWhat's Next - PipecatContinue your Pipecat journey with advanced features, examples, and production deploymenthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100What's Next - PipecatContinue your Pipecat journey with advanced features, examples, and production deploymenthttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/telephony/daily-phone-numbersDaily Phone Numbers - PipecatPurchase and manage phone numbers for Daily's PSTN serviceshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Daily Phone Numbers - PipecatPurchase and manage phone numbers for Daily's PSTN serviceshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/telephony/daily-pstnDaily PSTN - PipecatComplete guide to Daily's PSTN capabilities including dial-in, dial-out, and call transfershttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Daily PSTN - PipecatComplete guide to Daily's PSTN capabilities including dial-in, dial-out, and call transfershttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/telephony/exotel-websocketsExotel WebSocket Integration - PipecatComplete guide to using Exotel Voice Streaming with Pipecat for dial-in and dial-out functionalityhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Exotel WebSocket Integration - PipecatComplete guide to using Exotel Voice Streaming with Pipecat for dial-in and dial-out functionalityhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/telephony/overviewOverview - PipecatHow to call your bots (or have them call you)https://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Overview - PipecatHow to call your bots (or have them call you)https://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/telephony/plivo-websocketsPlivo WebSocket Integration - PipecatComplete guide to using Plivo Media Streaming with Pipecat for dial-in and dial-out functionalityhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Plivo WebSocket Integration - PipecatComplete guide to using Plivo Media Streaming with Pipecat for dial-in and dial-out functionalityhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/telephony/telnyx-websocketsTelnyx WebSocket Integration - PipecatComplete guide to using Telnyx Media Streaming with Pipecat for dial-in and dial-out functionalityhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Telnyx WebSocket Integration - PipecatComplete guide to using Telnyx Media Streaming with Pipecat for dial-in and dial-out functionalityhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/telephony/twilio-daily-sipDaily + Twilio SIP - PipecatComplete guide to using Daily's WebRTC transport with Twilio's SIP services for dial-in and dial-outhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Daily + Twilio SIP - PipecatComplete guide to using Daily's WebRTC transport with Twilio's SIP services for dial-in and dial-outhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/guides/telephony/twilio-websocketsTwilio WebSocket Integration - PipecatComplete guide to using Twilio Media Streams with Pipecat for dial-in and dial-out functionalityhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Twilio WebSocket Integration - PipecatComplete guide to using Twilio Media Streams with Pipecat for dial-in and dial-out functionalityhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/recipesRecipes - PipecatCode snippets and techniques to enhance your Pipecat applicationshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Recipes - PipecatCode snippets and techniques to enhance your Pipecat applicationshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/frameworks/flows/exceptionsExceptions - PipecatError handling hierarchy for Pipecat Flowshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Exceptions - PipecatError handling hierarchy for Pipecat Flowshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/introductionServer API Reference - PipecatComplete reference for Pipecat’s Python server APIs and serviceshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Server API Reference - PipecatComplete reference for Pipecat’s Python server APIs and serviceshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/pipeline/heartbeatsPipeline Heartbeats - PipecatMonitor pipeline health with heartbeat frameshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Pipeline Heartbeats - PipecatMonitor pipeline health with heartbeat frameshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/pipeline/parallel-pipelineParallelPipeline - PipecatRun multiple pipeline branches in parallel, with synchronized inputs and outputs for complex flowshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100ParallelPipeline - PipecatRun multiple pipeline branches in parallel, with synchronized inputs and outputs for complex flowshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/pipeline/pipeline-idle-detectionPipeline Idle Detection - PipecatAutomatically detect and handle idle pipelines with no bot activityhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Pipeline Idle Detection - PipecatAutomatically detect and handle idle pipelines with no bot activityhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/pipeline/pipeline-paramsPipelineParams - PipecatConfigure pipeline execution with PipelineParamshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100PipelineParams - PipecatConfigure pipeline execution with PipelineParamshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/pipeline/pipeline-taskPipelineTask - PipecatManage pipeline execution and lifecycle with PipelineTaskhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100PipelineTask - PipecatManage pipeline execution and lifecycle with PipelineTaskhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/analytics/sentrySentry Metrics - PipecatPerformance monitoring integration with Sentry for Pipecat frame processorshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Sentry Metrics - PipecatPerformance monitoring integration with Sentry for Pipecat frame processorshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/community-integrationsCommunity Integrations - PipecatCommunity-maintained service integrations for Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Community Integrations - PipecatCommunity-maintained service integrations for Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/image-generation/azureAzure OpenAI Image Generation - PipecatImage generation service implementation using Azure OpenAI's REST APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Azure OpenAI Image Generation - PipecatImage generation service implementation using Azure OpenAI's REST APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/image-generation/falfal - PipecatImage generation service implementation using fal's fast SDXL modelshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100fal - PipecatImage generation service implementation using fal's fast SDXL modelshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/image-generation/googleGoogle Imagen - PipecatImage generation service implementation using Google's Imagen modelshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Google Imagen - PipecatImage generation service implementation using Google's Imagen modelshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/image-generation/openaiOpenAI Image Generation - PipecatImage generation service implementation using OpenAI's DALL-E modelshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100OpenAI Image Generation - PipecatImage generation service implementation using OpenAI's DALL-E modelshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/anthropicAnthropic - PipecatLarge Language Model service implementation using Anthropic's Claude APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Anthropic - PipecatLarge Language Model service implementation using Anthropic's Claude APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/awsAWS Bedrock - PipecatLarge Language Model service implementation using Amazon Bedrock APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100AWS Bedrock - PipecatLarge Language Model service implementation using Amazon Bedrock APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/azureAzure - PipecatLarge Language Model service implementation using Azure OpenAI APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Azure - PipecatLarge Language Model service implementation using Azure OpenAI APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/cerebrasCerebras - PipecatLLM service implementation using Cerebras's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Cerebras - PipecatLLM service implementation using Cerebras's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/deepseekDeepSeek - PipecatLLM service implementation using DeepSeek's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100DeepSeek - PipecatLLM service implementation using DeepSeek's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/fireworksFireworks AI - PipecatLLM service implementation using Fireworks AI's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Fireworks AI - PipecatLLM service implementation using Fireworks AI's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/googleGoogle Gemini - PipecatLarge Language Model service implementation using Google's Gemini APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Google Gemini - PipecatLarge Language Model service implementation using Google's Gemini APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/google-vertexGoogle Vertex AI - PipecatLLM service implementation using Google's Vertex AI with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Google Vertex AI - PipecatLLM service implementation using Google's Vertex AI with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/grokGrok - PipecatLLM service implementation using Grok's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Grok - PipecatLLM service implementation using Grok's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/groqGroq - PipecatLLM service implementation using Groq's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Groq - PipecatLLM service implementation using Groq's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/nvidiaNVIDIA NIM - PipecatLLM service implementation using NVIDIA's NIM (NVIDIA Inference Microservice) API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100NVIDIA NIM - PipecatLLM service implementation using NVIDIA's NIM (NVIDIA Inference Microservice) API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/ollamaOllama - PipecatLLM service implementation using Ollama with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Ollama - PipecatLLM service implementation using Ollama with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/openaiOpenAI - PipecatLarge Language Model services using OpenAI's chat completion APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100OpenAI - PipecatLarge Language Model services using OpenAI's chat completion APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/openpipeOpenPipe - PipecatLLM service implementation using OpenPipe for LLM request logging and fine-tuninghttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100OpenPipe - PipecatLLM service implementation using OpenPipe for LLM request logging and fine-tuninghttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/openrouterOpenRouter - PipecatLLM service implementation using OpenRouter's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100OpenRouter - PipecatLLM service implementation using OpenRouter's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/perplexityPerplexity - PipecatLLM service implementation using Perplexity's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Perplexity - PipecatLLM service implementation using Perplexity's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/qwenQwen - PipecatLLM service implementation using Alibaba Cloud's Qwen models through an OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Qwen - PipecatLLM service implementation using Alibaba Cloud's Qwen models through an OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/sambanovaSambaNova - PipecatLLM service implementation using SambaNova's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100SambaNova - PipecatLLM service implementation using SambaNova's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/llm/togetherTogether AI - PipecatLLM service implementation using Together AI's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Together AI - PipecatLLM service implementation using Together AI's API with OpenAI-compatible interfacehttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/memory/mem0Mem0 - PipecatLong-term conversation memory service powered by Mem0https://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Mem0 - PipecatLong-term conversation memory service powered by Mem0https://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/s2s/awsAWS Nova Sonic - PipecatReal-time speech-to-speech service implementation using AWS Nova Sonichttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100AWS Nova Sonic - PipecatReal-time speech-to-speech service implementation using AWS Nova Sonichttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/s2s/gemini-liveGemini Live - PipecatA real-time, multimodal conversational AI service powered by Google's Geminihttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Gemini Live - PipecatA real-time, multimodal conversational AI service powered by Google's Geminihttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/s2s/gemini-live-vertexGemini Live Vertex AI - PipecatA real-time, multimodal conversational AI service powered by Google's Gemini via Vertex AIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Gemini Live Vertex AI - PipecatA real-time, multimodal conversational AI service powered by Google's Gemini via Vertex AIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/s2s/grokGrok Realtime - PipecatReal-time speech-to-speech service implementation using xAI's Grok Voice Agent APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Grok Realtime - PipecatReal-time speech-to-speech service implementation using xAI's Grok Voice Agent APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/s2s/openaiOpenAI Realtime - PipecatReal-time speech-to-speech service implementation using OpenAI's Realtime APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100OpenAI Realtime - PipecatReal-time speech-to-speech service implementation using OpenAI's Realtime APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/s2s/ultravoxUltravox Realtime - PipecatReal-time speech-to-speech service implementation using Ultravox's Realtime APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Ultravox Realtime - PipecatReal-time speech-to-speech service implementation using Ultravox's Realtime APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/serializers/exotelExotelFrameSerializer - PipecatSerializer for Exotel WebSocket media streaming protocolhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100ExotelFrameSerializer - PipecatSerializer for Exotel WebSocket media streaming protocolhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/serializers/plivoPlivoFrameSerializer - PipecatSerializer for Plivo Audio Streaming WebSocket protocolhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100PlivoFrameSerializer - PipecatSerializer for Plivo Audio Streaming WebSocket protocolhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/serializers/telnyxTelnyxFrameSerializer - PipecatSerializer for Telnyx WebSocket media streaming protocolhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100TelnyxFrameSerializer - PipecatSerializer for Telnyx WebSocket media streaming protocolhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/serializers/twilioTwilioFrameSerializer - PipecatSerializer for Twilio Media Streams WebSocket protocolhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100TwilioFrameSerializer - PipecatSerializer for Twilio Media Streams WebSocket protocolhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/serializers/vonageVonageFrameSerializer - PipecatSerializer for Vonage Video API Audio Connector WebSocket protocolhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100VonageFrameSerializer - PipecatSerializer for Vonage Video API Audio Connector WebSocket protocolhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/assemblyaiAssemblyAI - PipecatSpeech-to-text service implementation using AssemblyAI's real-time transcription APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100AssemblyAI - PipecatSpeech-to-text service implementation using AssemblyAI's real-time transcription APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/awsAWS Transcribe - PipecatSpeech-to-text service implementation using Amazon Transcribe's real-time transcription APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100AWS Transcribe - PipecatSpeech-to-text service implementation using Amazon Transcribe's real-time transcription APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/azureAzure - PipecatSpeech-to-text service using Azure Cognitive Services Speech SDKhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Azure - PipecatSpeech-to-text service using Azure Cognitive Services Speech SDKhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/cartesiaCartesia - PipecatSpeech-to-text service implementation using Cartesia's real-time transcription APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Cartesia - PipecatSpeech-to-text service implementation using Cartesia's real-time transcription APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/deepgramDeepgram - PipecatSpeech-to-text service implementations using Deepgram's real-time transcription and Flux APIshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Deepgram - PipecatSpeech-to-text service implementations using Deepgram's real-time transcription and Flux APIshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/elevenlabsElevenLabs - PipecatSpeech-to-text service implementation using ElevenLabs' file-based transcription APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100ElevenLabs - PipecatSpeech-to-text service implementation using ElevenLabs' file-based transcription APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/falFal (Wizper) - PipecatSpeech-to-text service implementation using Fal's Wizper APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Fal (Wizper) - PipecatSpeech-to-text service implementation using Fal's Wizper APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/gladiaGladia - PipecatSpeech-to-text service implementation using Gladia's APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Gladia - PipecatSpeech-to-text service implementation using Gladia's APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/googleGoogle - PipecatSpeech-to-text service implementation using Google Cloud's Speech-to-Text V2 APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Google - PipecatSpeech-to-text service implementation using Google Cloud's Speech-to-Text V2 APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/gradiumGradium - PipecatSpeech-to-text service using Gradium's real-time streaming APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Gradium - PipecatSpeech-to-text service using Gradium's real-time streaming APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/groqGroq (Whisper) - PipecatSpeech-to-text service implementation using Groq's Whisper APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Groq (Whisper) - PipecatSpeech-to-text service implementation using Groq's Whisper APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/nvidiaNVIDIA Riva - PipecatSpeech-to-text service implementation using NVIDIA Rivahttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100NVIDIA Riva - PipecatSpeech-to-text service implementation using NVIDIA Rivahttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/openaiOpenAI - PipecatSpeech-to-text service implementations using OpenAI's Speech-to-Text APIshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100OpenAI - PipecatSpeech-to-text service implementations using OpenAI's Speech-to-Text APIshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/sambanovaSambaNova (Whisper) - PipecatSpeech-to-text service implementation using SambaNova's Whisper APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100SambaNova (Whisper) - PipecatSpeech-to-text service implementation using SambaNova's Whisper APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/sarvamSarvam - PipecatSpeech-to-text service implementation using Sarvam AI's WebSocket-based streaming APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Sarvam - PipecatSpeech-to-text service implementation using Sarvam AI's WebSocket-based streaming APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/sonioxSoniox - PipecatSpeech-to-text service implementation using Soniox's WebSocket APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Soniox - PipecatSpeech-to-text service implementation using Soniox's WebSocket APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/speechmaticsSpeechmatics - PipecatSpeech-to-text service implementation using Speechmatics' real-time transcription STT APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Speechmatics - PipecatSpeech-to-text service implementation using Speechmatics' real-time transcription STT APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/stt/whisperWhisper - PipecatSpeech-to-text service implementation using locally-downloaded Whisper modelshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Whisper - PipecatSpeech-to-text service implementation using locally-downloaded Whisper modelshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/supported-servicesSupported Services - PipecatAI services integrated with Pipecat and their setup requirementshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Supported Services - PipecatAI services integrated with Pipecat and their setup requirementshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/transport/dailyDailyTransport - PipecatWebRTC transport implementation using Daily for real-time audio/video communicationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100DailyTransport - PipecatWebRTC transport implementation using Daily for real-time audio/video communicationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/transport/fastapi-websocketFastAPIWebsocketTransport - PipecatWebSocket transport implementation for FastAPI web applications with telephony integrationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100FastAPIWebsocketTransport - PipecatWebSocket transport implementation for FastAPI web applications with telephony integrationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/transport/heygenHeyGenTransport - PipecatAI avatar video generation service for creating interactive conversational avatarshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100HeyGenTransport - PipecatAI avatar video generation service for creating interactive conversational avatarshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/transport/lemonsliceLemonSliceTransport - PipecatAI avatar video service for adding LemonSlice avatars to Daily roomshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100LemonSliceTransport - PipecatAI avatar video service for adding LemonSlice avatars to Daily roomshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/transport/livekitLiveKitTransport - PipecatWebRTC transport implementation using LiveKit for real-time audio communicationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100LiveKitTransport - PipecatWebRTC transport implementation using LiveKit for real-time audio communicationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/transport/small-webrtcSmallWebRTCTransport - PipecatA lightweight WebRTC transport for peer-to-peer audio and video communication in Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100SmallWebRTCTransport - PipecatA lightweight WebRTC transport for peer-to-peer audio and video communication in Pipecathttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/transport/tavusTavusTransport - PipecatConversational AI applications with Tavus avatars using real-time audio/video streaminghttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100TavusTransport - PipecatConversational AI applications with Tavus avatars using real-time audio/video streaminghttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/transport/websocket-serverWebSocket Transports - PipecatWebSocket transport implementations for real-time client-server communicationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100WebSocket Transports - PipecatWebSocket transport implementations for real-time client-server communicationhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/transport/whatsappWhatsAppTransport - PipecatReal-time voice communication through WhatsApp Business API using WebRTChttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100WhatsAppTransport - PipecatReal-time voice communication through WhatsApp Business API using WebRTChttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/asyncaiAsync - PipecatText-to-speech services using Async's WebSocket and HTTP APIshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Async - PipecatText-to-speech services using Async's WebSocket and HTTP APIshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/awsAWS Polly - PipecatText-to-speech service using Amazon Pollyhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100AWS Polly - PipecatText-to-speech service using Amazon Pollyhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/azureAzure - PipecatText-to-speech service using Azure Cognitive Services Speech SDKhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Azure - PipecatText-to-speech service using Azure Cognitive Services Speech SDKhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/cambCamb AI - PipecatText-to-speech service using Camb AI's MARS models for high-quality speech synthesishttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Camb AI - PipecatText-to-speech service using Camb AI's MARS models for high-quality speech synthesishttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/cartesiaCartesia - PipecatText-to-speech services using Cartesia's WebSocket and HTTP APIshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Cartesia - PipecatText-to-speech services using Cartesia's WebSocket and HTTP APIshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/deepgramDeepgram - PipecatText-to-speech service implementations using Deepgram's Aura APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Deepgram - PipecatText-to-speech service implementations using Deepgram's Aura APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/elevenlabsElevenLabs - PipecatText-to-speech service using ElevenLabs' streaming API with word-level timinghttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100ElevenLabs - PipecatText-to-speech service using ElevenLabs' streaming API with word-level timinghttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/fishFish Audio - PipecatReal-time text-to-speech service using Fish Audio's WebSocket APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Fish Audio - PipecatReal-time text-to-speech service using Fish Audio's WebSocket APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/googleGoogle - PipecatText-to-speech service using Google's Cloud Text-to-Speech APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Google - PipecatText-to-speech service using Google's Cloud Text-to-Speech APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/gradiumGradium - PipecatText-to-speech service using Gradium's low-latency streaming APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Gradium - PipecatText-to-speech service using Gradium's low-latency streaming APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/groqGroq - PipecatText-to-speech service implementation using Groq's TTS APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Groq - PipecatText-to-speech service implementation using Groq's TTS APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/humeHume - PipecatText-to-speech service using Hume AI's expressive Octave models with word timestampshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Hume - PipecatText-to-speech service using Hume AI's expressive Octave models with word timestampshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/inworldInworld - PipecatText-to-speech service using Inworld AI's TTS APIshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Inworld - PipecatText-to-speech service using Inworld AI's TTS APIshttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/lmntLMNT - PipecatText-to-speech service implementation using LMNT's streaming APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100LMNT - PipecatText-to-speech service implementation using LMNT's streaming APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/minimaxMiniMax - PipecatText-to-speech service implementation using MiniMax T2A APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100MiniMax - PipecatText-to-speech service implementation using MiniMax T2A APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/neuphonicNeuphonic - PipecatText-to-speech service implementation using Neuphonic's APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Neuphonic - PipecatText-to-speech service implementation using Neuphonic's APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/nvidiaNVIDIA Riva - PipecatText-to-speech service implementation using NVIDIA Rivahttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100NVIDIA Riva - PipecatText-to-speech service implementation using NVIDIA Rivahttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/openaiOpenAI - PipecatText-to-speech service using OpenAI's TTS APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100OpenAI - PipecatText-to-speech service using OpenAI's TTS APIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/piperPiper - PipecatText-to-speech service implementation using the Piper TTS serverhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Piper - PipecatText-to-speech service implementation using the Piper TTS serverhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/resembleaiResemble AI - PipecatText-to-speech service using Resemble AI's WebSocket streaming API with word-level timinghttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Resemble AI - PipecatText-to-speech service using Resemble AI's WebSocket streaming API with word-level timinghttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
/server/services/tts/rimeRime - PipecatText-to-speech service implementations using Rime AIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100Rime - PipecatText-to-speech service implementations using Rime AIhttps://daily.mintlify.app/mintlify-assets/_next/image?url=%2F_mint…dDark%3D%25230c0c10&w=1200&q=100
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  • <h1> Daily Phone Numbers [#page-title]
    • <h3> ​Search for available phone numbers [#search-for-available-phone-numbers]
    • <h3> ​Buy a phone number [#buy-a-phone-number]
    • <h3> ​Release a phone number [#release-a-phone-number]
    • <h3> ​List all purchased phone numbers [#list-all-purchased-phone-numbers]
    • <h3> ​CNAM Registration [#cnam-registration]
65/guides/telephony/daily-phone-numbers
  • <h1> Introduction [#page-title]
    • <h2> Quickstart
    • <h2> ​What You Can Build [#what-you-can-build]
    • <h2> Voice Assistants
    • <h2> Phone Agents
    • <h2> Multimodal Apps
    • <h2> Creative Experiences
    • <h2> Interactive Games
    • <h2> Conversation Flows
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Ready to Build? [#ready-to-build]
    • <h2> Quickstart
    • <h2> Explore the Ecosystem
    • <h2> ​Get Involved [#get-involved]
    • <h2> Discord Community
    • <h2> Pipecat GitHub repo
160/getting-started/introduction
  • <h1> Overview of Pipecat [#page-title]
    • <h2> ​What You’ll Learn [#what-you’ll-learn]
    • <h2> ​Why Voice AI is Challenging [#why-voice-ai-is-challenging]
    • <h2> ​Pipecat’s Solution [#pipecat’s-solution]
    • <h2> Ultra-Low Latency
    • <h2> Modular Design
    • <h2> Real-time Processing
    • <h2> Production Ready
    • <h2> ​Core Architecture Concepts [#core-architecture-concepts]
      • <h3> ​Frames [#frames]
      • <h3> ​Frame Processors [#frame-processors]
      • <h3> ​Pipelines [#pipelines]
    • <h2> ​Voice AI Processing Flow [#voice-ai-processing-flow]
    • <h2> ​Pipeline Architecture [#pipeline-architecture]
    • <h2> ​What’s Next [#what’s-next]
    • <h2> Ready to Start Building?
160/guides/learn/overview
  • <h1> Examples [#page-title]
    • <h2> ​💡 Need Help Getting Started? [#-need-help-getting-started]
    • <h2> More Examples
    • <h2> Recipes
    • <h2> Discord Community
50/examples
  • <h1> AI-Assisted Development [#page-title]
    • <h2> ​MCP Server [#mcp-server]
      • <h3> ​Claude Code [#claude-code]
      • <h3> ​Codex [#codex]
      • <h3> ​Cursor [#cursor]
      • <h3> ​VS Code [#vs-code]
    • <h2> ​CLAUDE.md [#claude-md]
    • <h2> ​Markdown docs [#markdown-docs]
    • <h2> ​llms.txt [#llms-txt]
90/getting-started/ai-tools
  • <h1> Quickstart [#page-title]
    • <h2> ​Step 1: Local Development [#step-1-local-development]
      • <h3> ​Prerequisites [#prerequisites]
    • <h2> Deepgram (STT)
    • <h2> OpenAI (LLM)
    • <h2> Cartesia (TTS)
      • <h3> ​Setup [#setup]
      • <h3> ​Run your bot locally [#run-your-bot-locally]
    • <h2> ​Step 2: Deploy to Production [#step-2-deploy-to-production]
      • <h3> ​Prerequisites [#prerequisites-2]
      • <h3> ​Configure your deployment [#configure-your-deployment]
      • <h3> ​Configure secrets [#configure-secrets]
      • <h3> ​Deploy [#deploy]
      • <h3> ​Connect to your agent [#connect-to-your-agent]
    • <h2> Ready to scale?
    • <h2> ​Understanding the Quickstart Bot [#understanding-the-quickstart-bot]
      • <h3> ​AI Services [#ai-services]
      • <h3> ​Context and Messages [#context-and-messages]
      • <h3> ​RTVI Protocol [#rtvi-protocol]
      • <h3> ​Pipeline Configuration [#pipeline-configuration]
      • <h3> ​Event Handlers [#event-handlers]
      • <h3> ​Running the Pipeline [#running-the-pipeline]
      • <h3> ​Bot Entry Point [#bot-entry-point]
    • <h2> ​Troubleshooting [#troubleshooting]
    • <h2> ​Next Steps [#next-steps]
      • <h3> ​🚀 Ready to Build Your Own Application? [#-ready-to-build-your-own-application]
    • <h2> Build Your Next Bot
      • <h3> ​🧠 Want to Understand How It Works? [#-want-to-understand-how-it-works]
    • <h2> Learn Core Concepts
    • <h2> Browse Examples
300/getting-started/quickstart
  • <h1> Client SDKs [#page-title]
    • <h2> Javascript
    • <h2> React
    • <h2> React Native
    • <h2> Swift
    • <h2> Kotlin
    • <h2> C++
    • <h2> ​Core Functionality [#core-functionality]
    • <h2> Media Management
    • <h2> Bot Integration
    • <h2> Session Management
    • <h2> ​Core Types [#core-types]
      • <h3> ​PipecatClient [#pipecatclient]
      • <h3> ​Transport [#transport]
      • <h3> ​RTVIMessage [#rtvimessage]
    • <h2> ​Simple Usage Examples [#simple-usage-examples]
    • <h2> ​About RTVI [#about-rtvi]
    • <h2> ​Next Steps [#next-steps]
    • <h2> Simple Chatbot Example
    • <h2> More Examples
200/client/introduction
  • <h1> Build Your Next Bot [#page-title]
    • <h2> ​Install the Pipecat CLI [#install-the-pipecat-cli]
    • <h2> ​Create Your Project [#create-your-project]
    • <h2> CLI Reference
    • <h2> ​Next Steps [#next-steps]
    • <h2> ​Deploy to Production [#deploy-to-production]
    • <h2> Pipecat Cloud
    • <h2> Self-Hosted Options
    • <h2> ​Learn More [#learn-more]
    • <h2> Core Concepts
    • <h2> Browse Examples
110/getting-started/build-your-next-bot
  • <h1> Overview [#page-title]
    • <h2> ​Introduction to Pipecat deployment [#introduction-to-pipecat-deployment]
      • <h3> ​Deployment options [#deployment-options]
      • <h3> ​Things you’ll need [#things-you’ll-need]
    • <h2> ​Production-ready bots [#production-ready-bots]
    • <h2> ​Supporting models [#supporting-models]
    • <h2> ​Getting started [#getting-started]
    • <h2> Basic deployment pattern
    • <h2> ​Provider guides [#provider-guides]
    • <h2> Pipecat Cloud
    • <h2> Fly.io
    • <h2> Modal
    • <h2> Cerebrium
130/deployment/overview
  • <h1> CLI Overview [#page-title]
    • <h2> Scaffold Projects
    • <h2> Deploy to Cloud
    • <h2> Monitor Live Bots
    • <h2> ​Requirements [#requirements]
    • <h2> ​Installation [#installation]
    • <h2> ​Commands [#commands]
    • <h2> ​Getting Help [#getting-help]
    • <h2> ​Next Steps [#next-steps]
    • <h2> Create Your First Bot
100/cli/overview
  • <h1> Ecosystem [#page-title]
    • <h2> ​Client SDKs [#client-sdks]
    • <h2> JavaScript
    • <h2> React
    • <h2> React Native
    • <h2> Swift
    • <h2> Kotlin
    • <h2> C++
    • <h2> ​Tools & Frameworks [#tools-&-frameworks]
      • <h3> ​Pipecat CLI [#pipecat-cli]
    • <h2> CLI Overview
      • <h3> ​Pipecat Flows [#pipecat-flows]
    • <h2> Pipecat Flows
      • <h3> ​Voice UI Kit [#voice-ui-kit]
    • <h2> Voice UI Kit
      • <h3> ​Tail [#tail]
    • <h2> Tail
    • <h2> ​AI Services [#ai-services]
    • <h2> View All Services
190/getting-started/ecosystem
  • <h1> Server API Reference [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Services
    • <h2> Frameworks
    • <h2> Utilities
    • <h2> ​Service Categories [#service-categories]
    • <h2> Transport
    • <h2> Speech Processing
    • <h2> Language Models
    • <h2> Vision & Media
    • <h2> ​Getting Started [#getting-started]
    • <h2> ​Example Usage [#example-usage]
120/server/introduction
  • <h1> Continue Learning [#page-title]
    • <h2> ​Choose Your Path [#choose-your-path]
    • <h2> Learn Core Concepts
    • <h2> Explore Examples
    • <h2> ​What’s Your Goal? [#what’s-your-goal]
      • <h3> ​🚀 Build a Production Application [#-build-a-production-application]
    • <h2> Build Your Next Bot
      • <h3> ​🧠 Understand How Pipecat Works [#-understand-how-pipecat-works]
    • <h2> Core Concepts
    • <h2> Common Features
      • <h3> ​💡 Get Inspired [#-get-inspired]
    • <h2> Browse Examples
    • <h2> Recipes
      • <h3> ​🚀 Deploy to Production [#-deploy-to-production]
    • <h2> Deployment Options
    • <h2> ​Need Help? [#need-help]
    • <h2> Discord Community
    • <h2> GitHub Issues
180/getting-started/next-steps
  • <h1> WhatsApp Business Calling API [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​WhatsApp Business Setup [#whatsapp-business-setup]
    • <h2> ​WhatsApp Configuration [#whatsapp-configuration]
      • <h3> ​1. Enable Voice Calls [#1-enable-voice-calls]
      • <h3> ​2. Configure Webhook [#2-configure-webhook]
      • <h3> ​3. Configure Access Token [#3-configure-access-token]
      • <h3> ​4. Configure App secret [#4-configure-app-secret]
    • <h2> ​Pipecat Integration [#pipecat-integration]
      • <h3> ​Example [#example]
    • <h2> ​Testing the Integration [#testing-the-integration]
    • <h2> ​Full demo [#full-demo]
    • <h2> Demo
    • <h2> ​Troubleshooting [#troubleshooting]
    • <h2> ​Notes [#notes]
    • <h2> ​References [#references]
170/guides/features/whatsapp
  • <h1> Pipeline & Frame Processing [#page-title]
    • <h2> ​Basic Pipeline Structure [#basic-pipeline-structure]
    • <h2> ​Understanding Frames and Frame Processing [#understanding-frames-and-frame-processing]
      • <h3> ​What Are Frames? [#what-are-frames]
      • <h3> ​What Are Frame Processors? [#what-are-frame-processors]
      • <h3> ​Frame Types [#frame-types]
      • <h3> ​Frame Processing Order [#frame-processing-order]
      • <h3> ​How Frame Processors Work [#how-frame-processors-work]
    • <h2> Custom Frame Processors
    • <h2> ​How Data Flows Through Pipelines [#how-data-flows-through-pipelines]
      • <h3> ​Frame Processing Order [#frame-processing-order-2]
      • <h3> ​Frame Propagation [#frame-propagation]
      • <h3> ​Parallel Processing Patterns [#parallel-processing-patterns]
      • <h3> ​Frame Queuing and Processing [#frame-queuing-and-processing]
    • <h2> ​Pipeline Execution [#pipeline-execution]
      • <h3> ​Creating a Pipeline Task [#creating-a-pipeline-task]
      • <h3> ​Running the Pipeline [#running-the-pipeline]
      • <h3> ​Pipeline Lifecycle [#pipeline-lifecycle]
    • <h2> ​Configuring Pipeline Behavior [#configuring-pipeline-behavior]
      • <h3> ​Pipeline Parameters [#pipeline-parameters]
      • <h3> ​Monitoring and Observability [#monitoring-and-observability]
    • <h2> Pipeline Parameters
    • <h2> Metrics Guide
    • <h2> Observer Pattern
    • <h2> ​Key Takeaways [#key-takeaways]
    • <h2> ​What’s Next [#what’s-next]
    • <h2> Transports
270/guides/learn/pipeline
  • <h1> Exotel WebSocket Integration [#page-title]
    • <h2> ​Things you’ll need [#things-you’ll-need]
    • <h2> Exotel Dial-in Example
    • <h2> Exotel Dial-out Example
    • <h2> ​Phone Number Setup [#phone-number-setup]
    • <h2> ​Environment Setup [#environment-setup]
    • <h2> ​Dial-in [#dial-in]
      • <h3> ​How It Works [#how-it-works]
      • <h3> ​Set up your App Bazaar flow [#set-up-your-app-bazaar-flow]
      • <h3> ​Personalizing Your Bot with Caller Information [#personalizing-your-bot-with-caller-information]
      • <h3> ​Configure your Pipecat bot for dial-in [#configure-your-pipecat-bot-for-dial-in]
    • <h2> Complete Bot Implementation
      • <h3> ​Set up Exotel phone number [#set-up-exotel-phone-number]
      • <h3> ​Run the Example [#run-the-example]
    • <h2> Complete Setup Instructions
    • <h2> ​Dial-out [#dial-out]
      • <h3> ​How It Works [#how-it-works-2]
      • <h3> ​Set up your server for dial-out [#set-up-your-server-for-dial-out]
    • <h2> Complete Server Implementation
      • <h3> ​Configure your Pipecat bot for dial-out [#configure-your-pipecat-bot-for-dial-out]
    • <h2> Complete Bot Implementation
      • <h3> ​Run the Example [#run-the-example-2]
    • <h2> Complete Setup Instructions
    • <h2> ​Key Features [#key-features]
      • <h3> ​Audio Format and Sample Rate [#audio-format-and-sample-rate]
      • <h3> ​Built-in Call Information [#built-in-call-information]
    • <h2> ​Deployment [#deployment]
      • <h3> ​Local Development [#local-development]
      • <h3> ​Pipecat Cloud Deployment [#pipecat-cloud-deployment]
    • <h2> Exotel WebSocket on Pipecat Cloud
      • <h3> ​Self-Hosted Production Deployment [#self-hosted-production-deployment]
    • <h2> ​Next Steps [#next-steps]
320/guides/telephony/exotel-websockets
  • <h1> Daily PSTN [#page-title]
    • <h2> ​Things you’ll need [#things-you’ll-need]
    • <h2> Dial-in Example
    • <h2> Dial-out Example
    • <h2> Cold Transfer Example
    • <h2> ​Phone Number Management [#phone-number-management]
    • <h2> Daily Phone Numbers Guide
    • <h2> ​Dial-in [#dial-in]
      • <h3> ​How It Works [#how-it-works]
      • <h3> ​Local Development [#local-development]
    • <h2> Daily Dial-in Config API
      • <h3> ​Configure your Pipecat bot for dial-in [#configure-your-pipecat-bot-for-dial-in]
    • <h2> Complete Bot Implementation
      • <h3> ​Customize Your Bot with Caller Information [#customize-your-bot-with-caller-information]
      • <h3> ​Run the Example [#run-the-example]
    • <h2> Complete Setup Instructions
    • <h2> ​Dial-out [#dial-out]
      • <h3> ​How It Works [#how-it-works-2]
      • <h3> ​Set up your server for dial-out [#set-up-your-server-for-dial-out]
    • <h2> Complete Server Implementation
      • <h3> ​Configure your Pipecat bot for dial-out [#configure-your-pipecat-bot-for-dial-out]
    • <h2> Complete Bot Implementation
      • <h3> ​Run the Example [#run-the-example-2]
    • <h2> Complete Setup Instructions
    • <h2> ​Call Transfers [#call-transfers]
      • <h3> ​How Call Transfers Work [#how-call-transfers-work]
      • <h3> ​Implementing Call Transfers [#implementing-call-transfers]
      • <h3> ​Handling Transfer Events [#handling-transfer-events]
    • <h2> Complete Transfer Implementation
    • <h2> ​Deployment [#deployment]
      • <h3> ​Pipecat Cloud [#pipecat-cloud]
    • <h2> Daily Dial-in on Pipecat Cloud
    • <h2> Daily Dial-out on Pipecat Cloud
      • <h3> ​Self-Hosted Deployment [#self-hosted-deployment]
    • <h2> ​Next Steps [#next-steps]
350/guides/telephony/daily-pstn
  • <h1> Saving Conversation Transcripts [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Basic Implementation [#basic-implementation]
      • <h3> ​Step 1: Create Context Aggregators [#step-1-create-context-aggregators]
      • <h3> ​Step 2: Add to Your Pipeline [#step-2-add-to-your-pipeline]
      • <h3> ​Step 3: Handle Turn Events [#step-3-handle-turn-events]
    • <h2> ​Next Steps [#next-steps]
    • <h2> Turn Events Reference
    • <h2> Transcriptions Reference
100/guides/fundamentals/saving-transcripts
  • <h1> Text to Speech [#page-title]
    • <h2> ​Pipeline Placement [#pipeline-placement]
      • <h3> ​Frame Processing Flow [#frame-processing-flow]
    • <h2> ​Supported TTS Services [#supported-tts-services]
    • <h2> Supported TTS Services
      • <h3> ​Service Categories [#service-categories]
    • <h2> ​TTS Configuration [#tts-configuration]
      • <h3> ​Service-Specific Configuration [#service-specific-configuration]
    • <h2> Individual TTS Services
      • <h3> ​Pipeline-Level Audio Configuration [#pipeline-level-audio-configuration]
    • <h2> ​Text Processing and Filtering [#text-processing-and-filtering]
      • <h3> ​Custom Text Aggregation [#custom-text-aggregation]
      • <h3> ​Skipping Text Aggregations [#skipping-text-aggregations]
      • <h3> ​Text Transforms [#text-transforms]
      • <h3> ​Text Filters [#text-filters]
    • <h2> ​Skipping TTS Output [#skipping-tts-output]
      • <h3> ​Configuring All LLM Output [#configuring-all-llm-output]
      • <h3> ​Setting skip_tts on Individual Frames [#setting-skip_tts-on-individual-frames]
      • <h3> ​Common Use Cases [#common-use-cases]
    • <h2> ​Advanced TTS Features [#advanced-tts-features]
      • <h3> ​Direct Speech Commands [#direct-speech-commands]
      • <h3> ​Dynamic Settings Updates [#dynamic-settings-updates]
    • <h2> ​Key Takeaways [#key-takeaways]
    • <h2> ​What’s Next [#what’s-next]
    • <h2> Pipeline Termination
250/guides/learn/text-to-speech
  • <h1> Building with Gemini Live [#page-title]
    • <h2> API Reference
    • <h2> Pipecat CLI
    • <h2> ​Capabilities [#capabilities]
    • <h2> Voice
    • <h2> Vision
    • <h2> Telephony
    • <h2> Tool Use
      • <h3> ​Architecture [#architecture]
    • <h2> ​Quick Start [#quick-start]
    • <h2> ​Starter Projects [#starter-projects]
      • <h3> ​Phone Bot (Twilio) [#phone-bot-twilio]
    • <h2> Phone Bot Starter
      • <h3> ​Web Bot (Vision) [#web-bot-vision]
    • <h2> Web Bot Starter
    • <h2> ​Deployment [#deployment]
    • <h2> Pipecat Cloud Deployment
    • <h2> ​Next Steps [#next-steps]
    • <h2> Function Calling
    • <h2> React Client SDK
    • <h2> Telephony Guide
    • <h2> Core Concepts
220/guides/features/gemini-live
  • <h1> Recording Conversation Audio [#page-title]
    • <h2> ​Overview [#overview]
      • <h3> ​Option 1: Record using your transport service provider [#option-1-record-using-your-transport-service-provider]
      • <h3> ​Option 2: Create your own recording pipeline [#option-2-create-your-own-recording-pipeline]
    • <h2> ​How the AudioBufferProcessor Works [#how-the-audiobufferprocessor-works]
    • <h2> ​Audio Recording Options [#audio-recording-options]
    • <h2> ​Basic Implementation [#basic-implementation]
      • <h3> ​Step 1: Create an Audio Buffer Processor [#step-1-create-an-audio-buffer-processor]
      • <h3> ​Step 2: Add to Your Pipeline [#step-2-add-to-your-pipeline]
      • <h3> ​Step 3: Start Recording [#step-3-start-recording]
      • <h3> ​Step 4: Handle Audio Data [#step-4-handle-audio-data]
    • <h2> ​Recording Longer Conversations [#recording-longer-conversations]
      • <h3> ​Chunked Recording [#chunked-recording]
      • <h3> ​Multipart Upload Strategy [#multipart-upload-strategy]
      • <h3> ​[Optional] Post-Processing Pipeline [#optional-post-processing-pipeline]
    • <h2> ​Next Steps [#next-steps]
    • <h2> Try the Audio Recording Example
    • <h2> AudioBufferProcessor Reference
180/guides/fundamentals/recording-audio
  • <h1> Pipeline Termination [#page-title]
    • <h2> ​Pipeline Integration [#pipeline-integration]
    • <h2> ​Termination Methods [#termination-methods]
      • <h3> ​1. Graceful Termination [#1-graceful-termination]
      • <h3> ​2. Immediate Termination [#2-immediate-termination]
    • <h2> ​Automatic Termination [#automatic-termination]
      • <h3> ​Pipeline Idle Detection [#pipeline-idle-detection]
    • <h2> Pipeline Idle Detection
    • <h2> ​Implementation Patterns [#implementation-patterns]
      • <h3> ​Event-Driven Termination [#event-driven-termination]
      • <h3> ​Conditional Termination [#conditional-termination]
      • <h3> ​Error Handling [#error-handling]
    • <h2> ​Troubleshooting [#troubleshooting]
      • <h3> ​Custom Processors Not Propagating Frames [#custom-processors-not-propagating-frames]
      • <h3> ​Incorrect Termination Frame Direction [#incorrect-termination-frame-direction]
    • <h2> ​Key Takeaways [#key-takeaways]
    • <h2> ​What’s Next [#what’s-next]
    • <h2> Next Steps
180/guides/learn/pipeline-termination
  • <h1> Function Calling [#page-title]
    • <h2> ​Pipeline Integration [#pipeline-integration]
    • <h2> ​Understanding Function Calling [#understanding-function-calling]
    • <h2> ​Implementation [#implementation]
      • <h3> ​1. Define Functions [#1-define-functions]
      • <h3> ​2. Register Function Handlers [#2-register-function-handlers]
      • <h3> ​3. Create the Pipeline [#3-create-the-pipeline]
    • <h2> ​Function Handler Details [#function-handler-details]
      • <h3> ​FunctionCallParams [#functioncallparams]
      • <h3> ​Handler Structure [#handler-structure]
    • <h2> ​Controlling Function Call Behavior (Advanced) [#controlling-function-call-behavior-advanced]
      • <h3> ​Properties [#properties]
      • <h3> ​Example Usage [#example-usage]
    • <h2> ​Key Takeaways [#key-takeaways]
    • <h2> ​What’s Next [#what’s-next]
    • <h2> Text to Speech
160/guides/learn/function-calling
  • <h1> User Input Muting [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​When to Use Mute Strategies [#when-to-use-mute-strategies]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Mute Strategies [#mute-strategies]
    • <h2> FirstSpeechUserMuteStrategy
    • <h2> MuteUntilFirstBotCompleteUserMuteStrategy
    • <h2> FunctionCallUserMuteStrategy
    • <h2> AlwaysUserMuteStrategy
    • <h2> ​Basic Implementation [#basic-implementation]
    • <h2> ​Combining Multiple Strategies [#combining-multiple-strategies]
    • <h2> ​Responding to Mute Events [#responding-to-mute-events]
      • <h3> ​RTVI Events [#rtvi-events]
    • <h2> ​Best Practices [#best-practices]
    • <h2> ​Next Steps [#next-steps]
    • <h2> User Mute Strategies Reference
    • <h2> User Turn Strategies
170/guides/fundamentals/user-input-muting
  • <h1> Voicemail Detection [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Basic Setup [#basic-setup]
      • <h3> ​1. Initialize the Detector [#1-initialize-the-detector]
      • <h3> ​2. Configure the Pipeline [#2-configure-the-pipeline]
      • <h3> ​3. Handle Voicemail Events [#3-handle-voicemail-events]
    • <h2> ​Detecting a Conversation [#detecting-a-conversation]
    • <h2> ​Configuration Options [#configuration-options]
      • <h3> ​Custom System Prompt [#custom-system-prompt]
      • <h3> ​Response Timing [#response-timing]
110/guides/fundamentals/voicemail
  • <h1> Session Initialization [#page-title]
    • <h2> ​Understanding the Architecture [#understanding-the-architecture]
    • <h2> ​Development Runner [#development-runner]
      • <h3> ​Using the Development Runner [#using-the-development-runner]
    • <h2> ​Connection Types Under the Hood [#connection-types-under-the-hood]
      • <h3> ​1. P2P WebRTC Connections [#1-p2p-webrtc-connections]
      • <h3> ​2. Room-Based WebRTC (Daily) [#2-room-based-webrtc-daily]
      • <h3> ​3. WebSocket Connections (Telephony) [#3-websocket-connections-telephony]
    • <h2> ​Starting Conversations [#starting-conversations]
      • <h3> ​Immediate Start (P2P WebRTC, WebSocket) [#immediate-start-p2p-webrtc-websocket]
      • <h3> ​Handshake Required (Client/Server Room-based WebRTC) [#handshake-required-client/server-room-based-webrtc]
    • <h2> ​Process Isolation [#process-isolation]
    • <h2> ​Custom Runners: When You Need More Control [#custom-runners-when-you-need-more-control]
    • <h2> ​Key Takeaways [#key-takeaways]
    • <h2> ​What’s Next [#what’s-next]
    • <h2> Pipeline & Frame Processing
160/guides/learn/session-initialization
  • <h1> Context Management [#page-title]
    • <h2> ​What is Context in Pipecat? [#what-is-context-in-pipecat]
    • <h2> ​How Context Updates During Conversations [#how-context-updates-during-conversations]
    • <h2> ​Setting Up Context Management [#setting-up-context-management]
      • <h3> ​1. Create the Context and Context Aggregator [#1-create-the-context-and-context-aggregator]
      • <h3> ​2. Context with Function Calling [#2-context-with-function-calling]
      • <h3> ​3. Add Context Aggregators to Your Pipeline [#3-add-context-aggregators-to-your-pipeline]
    • <h2> ​System Instruction vs Context System Messages [#system-instruction-vs-context-system-messages]
      • <h3> ​Using system_instruction (recommended) [#using-system_instruction-recommended]
      • <h3> ​Using a context system message [#using-a-context-system-message]
    • <h2> ​Context Aggregator Placement [#context-aggregator-placement]
      • <h3> ​User Context Aggregator [#user-context-aggregator]
      • <h3> ​Assistant Context Aggregator [#assistant-context-aggregator]
    • <h2> ​Manual Context Control [#manual-context-control]
      • <h3> ​Adding Messages [#adding-messages]
      • <h3> ​Retrieving Current Context [#retrieving-current-context]
    • <h2> ​Context Summarization [#context-summarization]
    • <h2> Context Summarization Guide
    • <h2> ​Triggering Bot Responses [#triggering-bot-responses]
    • <h2> ​Key Takeaways [#key-takeaways]
    • <h2> ​What’s Next [#what’s-next]
    • <h2> LLM Inference
220/guides/learn/context-management
  • <h1> Service Settings [#page-title]
    • <h2> ​Configuring settings at initialization [#configuring-settings-at-initialization]
    • <h2> ​Common settings by service type [#common-settings-by-service-type]
      • <h3> ​LLM settings [#llm-settings]
      • <h3> ​TTS settings [#tts-settings]
      • <h3> ​STT settings [#stt-settings]
    • <h2> ​Updating settings at runtime [#updating-settings-at-runtime]
    • <h2> ​Service-specific settings [#service-specific-settings]
    • <h2> ​Passing extra parameters [#passing-extra-parameters]
    • <h2> ​Migration from InputParams [#migration-from-inputparams]
100/guides/fundamentals/service-settings
  • <h1> Telnyx WebSocket Integration [#page-title]
    • <h2> ​Things you’ll need [#things-you’ll-need]
    • <h2> Telnyx Dial-in Example
    • <h2> Telnyx Dial-out Example
    • <h2> ​Phone Number Setup [#phone-number-setup]
    • <h2> ​Environment Setup [#environment-setup]
    • <h2> ​Dial-in [#dial-in]
      • <h3> ​How It Works [#how-it-works]
      • <h3> ​Set up your TeXML application [#set-up-your-texml-application]
      • <h3> ​Personalizing Your Bot with Caller Information [#personalizing-your-bot-with-caller-information]
      • <h3> ​Configure your Pipecat bot for dial-in [#configure-your-pipecat-bot-for-dial-in]
    • <h2> Complete Bot Implementation
      • <h3> ​Set up Telnyx TeXML application [#set-up-telnyx-texml-application]
    • <h2> Complete Setup Instructions
    • <h2> ​Dial-out [#dial-out]
      • <h3> ​How It Works [#how-it-works-2]
      • <h3> ​Set up your server for dial-out [#set-up-your-server-for-dial-out]
    • <h2> Complete Server Implementation
      • <h3> ​Passing Custom Data to Your Bot [#passing-custom-data-to-your-bot]
      • <h3> ​Configure your Pipecat bot for dial-out [#configure-your-pipecat-bot-for-dial-out]
    • <h2> Complete Bot Implementation
      • <h3> ​Run the Example [#run-the-example]
    • <h2> Complete Setup Instructions
    • <h2> ​Key Features [#key-features]
      • <h3> ​Audio Format and Sample Rate [#audio-format-and-sample-rate]
      • <h3> ​Automatic Call Termination [#automatic-call-termination]
      • <h3> ​Built-in Call Information [#built-in-call-information]
    • <h2> ​Deployment [#deployment]
      • <h3> ​Pipecat Cloud Deployment [#pipecat-cloud-deployment]
    • <h2> Telnyx WebSocket on Pipecat Cloud
      • <h3> ​Self-Hosted Production Deployment [#self-hosted-production-deployment]
    • <h2> ​Next Steps [#next-steps]
320/guides/telephony/telnyx-websockets
  • <h1> STT Latency Tuning [#page-title]
    • <h2> ​What is TTFS? [#what-is-ttfs]
    • <h2> ​Why TTFS matters [#why-ttfs-matters]
    • <h2> ​Default P99 latency values [#default-p99-latency-values]
    • <h2> ​Measuring latency for your deployment [#measuring-latency-for-your-deployment]
    • <h2> ​Overriding the default value [#overriding-the-default-value]
60/guides/fundamentals/stt-latency-tuning
  • <h1> Overview [#page-title]
    • <h2> ​Introduction [#introduction]
    • <h2> ​Key Terms [#key-terms]
    • <h2> ​Telephony Connection Options [#telephony-connection-options]
      • <h3> ​WebSocket Connections [#websocket-connections]
      • <h3> ​WebRTC Connections [#webrtc-connections]
      • <h3> ​SIP Connections [#sip-connections]
    • <h2> ​Telephony Provider Options [#telephony-provider-options]
      • <h3> ​Daily PSTN (WebRTC) [#daily-pstn-webrtc]
      • <h3> ​Daily + SIP Integration [#daily-+-sip-integration]
      • <h3> ​WebSocket Providers [#websocket-providers]
    • <h2> Twilio WebSocket
    • <h2> Telnyx WebSocket
    • <h2> Plivo WebSocket
    • <h2> Exotel WebSocket
    • <h2> ​Next Steps [#next-steps]
160/guides/telephony/overview
  • <h1> Plivo WebSocket Integration [#page-title]
    • <h2> ​Things you’ll need [#things-you’ll-need]
    • <h2> Plivo Dial-in Example
    • <h2> Plivo Dial-out Example
    • <h2> ​Phone Number Setup [#phone-number-setup]
    • <h2> ​Environment Setup [#environment-setup]
    • <h2> ​Dial-in [#dial-in]
      • <h3> ​How It Works [#how-it-works]
      • <h3> ​Set up your XML server [#set-up-your-xml-server]
      • <h3> ​Custom Data with Query Parameters [#custom-data-with-query-parameters]
    • <h2> Complete Server Implementation
      • <h3> ​Configure your Pipecat bot for dial-in [#configure-your-pipecat-bot-for-dial-in]
    • <h2> Complete Bot Implementation
      • <h3> ​Set up Plivo XML application [#set-up-plivo-xml-application]
      • <h3> ​Run the Example [#run-the-example]
    • <h2> Complete Setup Instructions
    • <h2> ​Dial-out [#dial-out]
      • <h3> ​How It Works [#how-it-works-2]
      • <h3> ​Set up your server for dial-out [#set-up-your-server-for-dial-out]
    • <h2> Complete Server Implementation
      • <h3> ​Passing Custom Data to Your Bot [#passing-custom-data-to-your-bot]
      • <h3> ​Configure your Pipecat bot for dial-out [#configure-your-pipecat-bot-for-dial-out]
    • <h2> Complete Bot Implementation
      • <h3> ​Run the Example [#run-the-example-2]
    • <h2> Complete Setup Instructions
    • <h2> ​Key Features [#key-features]
      • <h3> ​Audio Format and Sample Rate [#audio-format-and-sample-rate]
      • <h3> ​Automatic Call Termination [#automatic-call-termination]
    • <h2> ​Deployment [#deployment]
      • <h3> ​Local Development [#local-development]
      • <h3> ​Pipecat Cloud Deployment [#pipecat-cloud-deployment]
    • <h2> Plivo WebSocket on Pipecat Cloud
      • <h3> ​Self-Hosted Production Deployment [#self-hosted-production-deployment]
    • <h2> ​Next Steps [#next-steps]
340/guides/telephony/plivo-websockets
  • <h1> Pipecat Flows [#page-title]
    • <h2> ​What is Pipecat Flows? [#what-is-pipecat-flows]
    • <h2> Hello World
    • <h2> Restaurant Reservation
    • <h2> ​How do Pipecat and Pipecat Flows work together? [#how-do-pipecat-and-pipecat-flows-work-together]
    • <h2> ​When to Use Pipecat Flows? [#when-to-use-pipecat-flows]
    • <h2> ​Technical Overview [#technical-overview]
      • <h3> ​Messages [#messages]
      • <h3> ​Functions [#functions]
      • <h3> ​Actions [#actions]
      • <h3> ​Context Strategy [#context-strategy]
      • <h3> ​Respond Immediately [#respond-immediately]
    • <h2> ​Initialization [#initialization]
    • <h2> ​Cross-Node Logic [#cross-node-logic]
      • <h3> ​State [#state]
      • <h3> ​Functions [#functions-2]
    • <h2> ​Usage Example [#usage-example]
    • <h2> ​Next Steps [#next-steps]
    • <h2> Pipecat Flows Reference
    • <h2> Pipecat Flows Examples
200/guides/features/pipecat-flows
  • <h1> Speech to Text [#page-title]
    • <h2> ​Pipeline Placement [#pipeline-placement]
    • <h2> ​STT Service Types [#stt-service-types]
      • <h3> ​1. STTService (Streaming) [#1-sttservice-streaming]
      • <h3> ​2. SegmentedSTTService (HTTP-based) [#2-segmentedsttservice-http-based]
    • <h2> ​Supported STT Services [#supported-stt-services]
    • <h2> Supported STT Services
    • <h2> Deepgram
    • <h2> Speechmatics
    • <h2> AssemblyAI
    • <h2> Gladia
    • <h2> Azure Speech
    • <h2> Google Speech-to-Text
    • <h2> ​STT Configuration [#stt-configuration]
      • <h3> ​Service-Specific Configuration [#service-specific-configuration]
    • <h2> Individual STT Services
      • <h3> ​STTService Base Class Configuration [#sttservice-base-class-configuration]
      • <h3> ​Pipeline-Level Audio Configuration [#pipeline-level-audio-configuration]
    • <h2> ​Best Practices [#best-practices]
      • <h3> ​Enable Interim Results [#enable-interim-results]
      • <h3> ​Enable Punctuation and Formatting [#enable-punctuation-and-formatting]
      • <h3> ​Use Local VAD [#use-local-vad]
      • <h3> ​Tune STT Latency [#tune-stt-latency]
    • <h2> STT Latency Tuning
    • <h2> ​Key Takeaways [#key-takeaways]
    • <h2> ​What’s Next [#what’s-next]
    • <h2> Context Management
270/guides/learn/speech-to-text
  • <h1> LLM Inference [#page-title]
    • <h2> ​Pipeline Placement [#pipeline-placement]
    • <h2> ​Supported LLM Services [#supported-llm-services]
      • <h3> ​Text-Based LLMs [#text-based-llms]
    • <h2> OpenAI
    • <h2> Anthropic
    • <h2> Google Gemini
    • <h2> AWS Bedrock
      • <h3> ​Speech-to-Speech Models [#speech-to-speech-models]
    • <h2> Supported LLM Services
    • <h2> ​LLM Service Architecture [#llm-service-architecture]
      • <h3> ​BaseOpenAILLMService [#baseopenaillmservice]
    • <h2> ​LLM Configuration [#llm-configuration]
      • <h3> ​Service-Specific Configuration [#service-specific-configuration]
    • <h2> Individual LLM Services
      • <h3> ​Base Class Configuration [#base-class-configuration]
    • <h2> ​Event Handlers [#event-handlers]
    • <h2> ​Function Calling [#function-calling]
    • <h2> Function Calling
    • <h2> ​Key Takeaways [#key-takeaways]
    • <h2> ​What’s Next [#what’s-next]
    • <h2> Function Calling
220/guides/learn/llm
  • <h1> What's Next [#page-title]
    • <h2> ​You’ve Mastered Voice AI Pipelines! 🎉 [#you’ve-mastered-voice-ai-pipelines-]
    • <h2> ​Choose Your Path [#choose-your-path]
    • <h2> Explore Examples
    • <h2> Advanced Guides
    • <h2> ​💬 Join the Community [#-join-the-community]
60/guides/learn/whats-next
  • <h1> Transports [#page-title]
    • <h2> ​Available Transport Types [#available-transport-types]
    • <h2> DailyTransport
    • <h2> FastAPIWebsocketTransport
    • <h2> HeyGenTransport
    • <h2> LiveKitTransport
    • <h2> SmallWebRTCTransport
    • <h2> TavusTransport
    • <h2> WebsocketTransport
    • <h2> ​Pipeline Integration [#pipeline-integration]
      • <h3> ​Transport Input and Output [#transport-input-and-output]
    • <h2> ​Transport Modularity [#transport-modularity]
    • <h2> ​Transport Configuration [#transport-configuration]
    • <h2> TransportParams Reference
    • <h2> ​Telephony Integration [#telephony-integration]
      • <h3> ​Supported Telephony Providers [#supported-telephony-providers]
    • <h2> Twilio
    • <h2> Telnyx
    • <h2> Plivo
    • <h2> Exotel
      • <h3> ​Telephony Transport Setup [#telephony-transport-setup]
    • <h2> ​Conditional Transport Selection [#conditional-transport-selection]
    • <h2> ​WebRTC vs WebSocket Considerations [#webrtc-vs-websocket-considerations]
      • <h3> ​WebRTC (Recommended for Client Applications) [#webrtc-recommended-for-client-applications]
      • <h3> ​WebSocket (Good for Server-to-Server) [#websocket-good-for-server-to-server]
    • <h2> ​Key Takeaways [#key-takeaways]
    • <h2> ​What’s Next [#what’s-next]
    • <h2> Speech Input & Turn Detection
280/guides/learn/transports
  • <h1> Speech Input & Turn Detection [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​Voice Activity Detection (VAD) [#voice-activity-detection-vad]
      • <h3> ​What VAD Does [#what-vad-does]
      • <h3> ​VAD Configuration [#vad-configuration]
      • <h3> ​Key Parameters [#key-parameters]
    • <h2> ​User Turn Detection [#user-turn-detection]
      • <h3> ​How It Works [#how-it-works]
      • <h3> ​Detecting Turn End [#detecting-turn-end]
    • <h2> User Turn Strategies
    • <h2> Smart Turn Overview
      • <h3> ​Interruptions [#interruptions]
    • <h2> ​Best Practices [#best-practices]
      • <h3> ​Optimal Configuration [#optimal-configuration]
      • <h3> ​Performance Considerations [#performance-considerations]
    • <h2> ​Key Takeaways [#key-takeaways]
    • <h2> ​What’s Next [#what’s-next]
    • <h2> Speech to Text
180/guides/learn/speech-input
  • <h1> Context Summarization [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Enabling Context Summarization [#enabling-context-summarization]
    • <h2> ​Customizing Behavior [#customizing-behavior]
    • <h2> ​What Gets Preserved [#what-gets-preserved]
    • <h2> ​Custom Summarization Prompts [#custom-summarization-prompts]
    • <h2> ​Dedicated Summarization LLM [#dedicated-summarization-llm]
    • <h2> ​On-Demand Summarization [#on-demand-summarization]
    • <h2> ​Observability [#observability]
    • <h2> ​Next Steps [#next-steps]
    • <h2> Context Summarization Reference
    • <h2> Context Management
130/guides/fundamentals/context-summarization
  • <h1> Detecting Idle Users [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Basic Implementation [#basic-implementation]
      • <h3> ​Step 1: Enable Idle Detection [#step-1-enable-idle-detection]
      • <h3> ​Step 2: Handle Idle Events [#step-2-handle-idle-events]
      • <h3> ​Step 3: Implement Retry Logic (Optional) [#step-3-implement-retry-logic-optional]
    • <h2> ​Updating Timeout at Runtime [#updating-timeout-at-runtime]
    • <h2> ​Best Practices [#best-practices]
    • <h2> ​Next Steps [#next-steps]
    • <h2> Try the User Idle Example
    • <h2> Turn Events
120/guides/fundamentals/detecting-user-idle
  • <h1> Custom FrameProcessor [#page-title]
    • <h2> ​Example: MetricsFrame logger [#example-metricsframe-logger]
    • <h2> ​Add to a Pipeline [#add-to-a-pipeline]
    • <h2> ​Key Requirements [#key-requirements]
      • <h3> ​Essential Implementation Details [#essential-implementation-details]
    • <h2> ​Critical Responsibility: Frame Forwarding [#critical-responsibility-frame-forwarding]
    • <h2> ​Frame Direction [#frame-direction]
    • <h2> ​Best Practices [#best-practices]
80/guides/fundamentals/custom-frame-processor
  • <h1> IVR Navigation [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​How IVR Navigation Works [#how-ivr-navigation-works]
    • <h2> ​Navigation Outcomes [#navigation-outcomes]
      • <h3> ​Completed ✅ [#completed-]
      • <h3> ​Stuck ⚠️ [#stuck-]
    • <h2> ​Flexible Entry Points [#flexible-entry-points]
      • <h3> ​Human Conversation Detected [#human-conversation-detected]
      • <h3> ​IVR System Detected [#ivr-system-detected]
    • <h2> ​Basic Implementation [#basic-implementation]
      • <h3> ​Step 1: Create the IVR Navigator [#step-1-create-the-ivr-navigator]
      • <h3> ​Step 2: Set Up Event Handlers [#step-2-set-up-event-handlers]
      • <h3> ​Step 3: Add to Pipeline [#step-3-add-to-pipeline]
    • <h2> ​VAD Parameter Optimization [#vad-parameter-optimization]
      • <h3> ​IVR Navigation Mode [#ivr-navigation-mode]
      • <h3> ​Conversation Mode [#conversation-mode]
    • <h2> ​Next Steps [#next-steps]
    • <h2> Pipeline Termination
    • <h2> Pipecat Flows
190/guides/fundamentals/ivr
  • <h1> Krisp VIVA [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> KrispVivaFilter Reference
    • <h2> KrispVivaTurn Reference
    • <h2> Krisp VIVA Example
    • <h2> Krisp Developers
    • <h2> ​Prerequisites [#prerequisites]
    • <h2> ​Setup [#setup]
      • <h3> ​Download the Python SDK and Models [#download-the-python-sdk-and-models]
      • <h3> ​Install the Python wheel file [#install-the-python-wheel-file]
      • <h3> ​Generate an API key [#generate-an-api-key]
      • <h3> ​Set up environment variables [#set-up-environment-variables]
    • <h2> ​Test the integration [#test-the-integration]
    • <h2> ​Voice Isolation [#voice-isolation]
    • <h2> ​Turn Detection [#turn-detection]
150/guides/features/krisp-viva
  • <h1> Building With OpenAI Audio Models and APIs [#page-title]
    • <h2> ​Two Ways To Build Voice-to-voice [#two-ways-to-build-voice-to-voice]
    • <h2> ​OpenAI Audio Models and APIs [#openai-audio-models-and-apis]
      • <h3> ​Transcription API [#transcription-api]
      • <h3> ​Chat Completions API [#chat-completions-api]
      • <h3> ​Realtime API [#realtime-api]
      • <h3> ​Speech API [#speech-api]
    • <h2> ​Sample code and starter kits [#sample-code-and-starter-kits]
      • <h3> ​Single-file examples [#single-file-examples]
    • <h2> OpenAI STT → LLM → TTS
    • <h2> OpenAI Realtime API
      • <h3> ​OpenAI + Twilio + Pipecat Cloud [#openai-+-twilio-+-pipecat-cloud]
120/guides/features/openai-audio-models-and-apis
  • <h1> Metrics [#page-title]
    • <h2> ​Enabling performance metrics [#enabling-performance-metrics]
      • <h3> ​Limiting TTFB responses [#limiting-ttfb-responses]
      • <h3> ​Disabling initial empty metrics [#disabling-initial-empty-metrics]
    • <h2> ​Enabling LLM/TTS Usage Metrics [#enabling-llm/tts-usage-metrics]
    • <h2> ​Capturing Metrics Data [#capturing-metrics-data]
      • <h3> ​Example: Using MetricsLogObserver [#example-using-metricslogobserver]
      • <h3> ​Example: Using a Custom FrameProcessor [#example-using-a-custom-frameprocessor]
    • <h2> ​Metrics Data Reference [#metrics-data-reference]
      • <h3> ​TTFBMetricsData [#ttfbmetricsdata]
      • <h3> ​ProcessingMetricsData [#processingmetricsdata]
      • <h3> ​TextAggregationMetricsData [#textaggregationmetricsdata]
      • <h3> ​LLMUsageMetricsData [#llmusagemetricsdata]
      • <h3> ​TTSUsageMetricsData [#ttsusagemetricsdata]
      • <h3> ​TurnMetricsData [#turnmetricsdata]
    • <h2> ​Related Observers [#related-observers]
      • <h3> ​StartupTimingObserver [#startuptimingobserver]
      • <h3> ​UserBotLatencyObserver [#userbotlatencyobserver]
      • <h3> ​TurnTrackingObserver [#turntrackingobserver]
190/guides/fundamentals/metrics
  • <h1> Twilio WebSocket Integration [#page-title]
    • <h2> ​Things you’ll need [#things-you’ll-need]
    • <h2> Twilio Dial-in Example
    • <h2> Twilio Dial-out Example
    • <h2> ​Phone Number Setup [#phone-number-setup]
    • <h2> ​Environment Setup [#environment-setup]
    • <h2> ​Dial-in [#dial-in]
      • <h3> ​How It Works [#how-it-works]
      • <h3> ​Setting Up Twilio [#setting-up-twilio]
      • <h3> ​Running the Example [#running-the-example]
      • <h3> ​Personalizing Your Bot with Caller Information [#personalizing-your-bot-with-caller-information]
    • <h2> Complete Dial-in Example
    • <h2> ​Dial-out [#dial-out]
      • <h3> ​How It Works [#how-it-works-2]
      • <h3> ​Set up your server for dial-out [#set-up-your-server-for-dial-out]
    • <h2> Complete Server Implementation
      • <h3> ​Configure your Pipecat bot for dial-out [#configure-your-pipecat-bot-for-dial-out]
    • <h2> Complete Bot Implementation
      • <h3> ​Run the Example [#run-the-example]
    • <h2> Complete Setup Instructions
    • <h2> ​Key Features [#key-features]
      • <h3> ​Audio Format and Sample Rate [#audio-format-and-sample-rate]
      • <h3> ​Automatic Call Termination [#automatic-call-termination]
    • <h2> ​Deployment [#deployment]
      • <h3> ​Pipecat Cloud Deployment [#pipecat-cloud-deployment]
    • <h2> Twilio WebSocket on Pipecat Cloud
      • <h3> ​Self-Hosted Production Deployment [#self-hosted-production-deployment]
    • <h2> ​Next Steps [#next-steps]
280/guides/telephony/twilio-websockets
  • <h1> Daily + Twilio SIP [#page-title]
    • <h2> ​Things you’ll need [#things-you’ll-need]
    • <h2> SIP Dial-in Example
    • <h2> SIP Dial-out Example
    • <h2> ​Phone Number Setup [#phone-number-setup]
    • <h2> ​Environment Setup [#environment-setup]
    • <h2> ​Dial-in [#dial-in]
      • <h3> ​How It Works [#how-it-works]
      • <h3> ​Set up your webhook server [#set-up-your-webhook-server]
    • <h2> Complete Server Implementation
      • <h3> ​Configure your Pipecat bot for dial-in [#configure-your-pipecat-bot-for-dial-in]
    • <h2> Complete Bot Implementation
      • <h3> ​Set up Twilio webhook [#set-up-twilio-webhook]
      • <h3> ​Run the Example [#run-the-example]
    • <h2> Complete Setup Instructions
    • <h2> ​Dial-out [#dial-out]
      • <h3> ​How It Works [#how-it-works-2]
      • <h3> ​Set up your server for dial-out [#set-up-your-server-for-dial-out]
    • <h2> Complete Server Implementation
      • <h3> ​Configure your Pipecat bot for dial-out [#configure-your-pipecat-bot-for-dial-out]
    • <h2> Complete Bot Implementation
      • <h3> ​Run the Example [#run-the-example-2]
    • <h2> Complete Setup Instructions
    • <h2> ​Best Practices [#best-practices]
      • <h3> ​Hold Music for Initialization [#hold-music-for-initialization]
      • <h3> ​Handle Multiple Events [#handle-multiple-events]
    • <h2> ​Deployment [#deployment]
      • <h3> ​Local Development [#local-development]
      • <h3> ​Pipecat Cloud Deployment [#pipecat-cloud-deployment]
      • <h3> ​Self-Hosted Production Deployment [#self-hosted-production-deployment]
    • <h2> ​Next Steps [#next-steps]
310/guides/telephony/twilio-daily-sip
  • <h1> Recipes [#page-title]
    • <h2> ​💡 Need Help Getting Started? [#-need-help-getting-started]
    • <h2> More Recipes
    • <h2> Examples
    • <h2> Discord Community
50/recipes
  • <h1> Observer Pattern [#page-title]
    • <h2> ​Base Observer [#base-observer]
    • <h2> ​Available Observers [#available-observers]
    • <h2> ​Using Multiple Observers [#using-multiple-observers]
    • <h2> ​Example: Debug Observer [#example-debug-observer]
    • <h2> ​Common Use Cases [#common-use-cases]
60/server/utilities/observers/observer-pattern
  • <h1> Supported Services [#page-title]
    • <h2> ​Transports [#transports]
    • <h2> ​Serializers [#serializers]
    • <h2> ​Speech-to-Text [#speech-to-text]
    • <h2> ​Large Language Models [#large-language-models]
    • <h2> ​Text-to-Speech [#text-to-speech]
    • <h2> ​Speech-to-Speech [#speech-to-speech]
    • <h2> ​Image Generation [#image-generation]
    • <h2> ​Video [#video]
    • <h2> ​Memory [#memory]
    • <h2> ​Vision [#vision]
    • <h2> ​Analytics & Monitoring [#analytics-&-monitoring]
120/server/services/supported-services
  • <h1> Container Registry Overview [#page-title]
    • <h2> ​Public vs Private Images [#public-vs-private-images]
    • <h2> ​Private Registry Setup [#private-registry-setup]
    • <h2> Docker Hub
    • <h2> Google Cloud Artifact Registry
    • <h2> Amazon ECR
    • <h2> ​General Process [#general-process]
    • <h2> ​Need Another Registry? [#need-another-registry]
80/deployment/pipecat-cloud/guides/container-registries/overview
  • <h1> The RTVI Standard [#page-title]
    • <h2> ​Key Features [#key-features]
    • <h2> Connection Management
    • <h2> Transcriptions
    • <h2> Client-Server Messaging
    • <h2> Advanced LLM Interactions
    • <h2> Service-Specific Insights
    • <h2> Metrics and Monitoring
    • <h2> ​Terms [#terms]
    • <h2> ​RTVI Message Format [#rtvi-message-format]
    • <h2> ​RTVI Message Types [#rtvi-message-types]
      • <h3> ​Connection Management [#connection-management]
      • <h3> ​Speaking and Transcription [#speaking-and-transcription]
      • <h3> ​Client-Server Messaging [#client-server-messaging]
      • <h3> ​Advanced LLM Interactions [#advanced-llm-interactions]
      • <h3> ​Service-Specific Insights [#service-specific-insights]
      • <h3> ​Metrics and Monitoring [#metrics-and-monitoring]
170/client/rtvi-standard
  • <h1> SDK Introduction [#page-title]
    • <h2> ​Installation [#installation]
    • <h2> ​Example [#example]
    • <h2> ​Explore the SDK [#explore-the-sdk]
    • <h2> Client Constructor
    • <h2> Client Methods
    • <h2> API Reference
70/client/js/introduction
  • <h1> API Reference [#page-title]
10/client/react-native/api-reference
  • <h1> RTVIClient Migration Guide for React Native [#page-title]
    • <h2> ​Key Changes [#key-changes]
      • <h3> ​1. Transport Configuration [#1-transport-configuration]
      • <h3> ​2. Connection Methods [#2-connection-methods]
40/client/react-native/migration-guide
  • <h1> SDK Introduction [#page-title]
    • <h2> ​Installation [#installation]
    • <h2> ​Example [#example]
    • <h2> ​Documentation [#documentation]
    • <h2> API Reference
    • <h2> Source
    • <h2> Demo
    • <h2> Daily Transport
80/client/ios/introduction
  • <h1> SDK Introduction [#page-title]
    • <h2> ​Installation [#installation]
    • <h2> ​Example [#example]
    • <h2> ​Documentation [#documentation]
    • <h2> API Reference
    • <h2> Daily Transport
60/client/android/introduction
  • <h1> SDK Introduction [#page-title]
    • <h2> ​Dependencies [#dependencies]
      • <h3> ​libcurl [#libcurl]
    • <h2> ​Installation [#installation]
      • <h3> ​Cross-compilation [#cross-compilation]
    • <h2> ​Documentation [#documentation]
    • <h2> API Reference
    • <h2> Daily Transport
80/client/c++/introduction
  • <h1> SDK Introduction [#page-title]
    • <h2> ​Installation [#installation]
    • <h2> ​Example [#example]
    • <h2> ​Explore the SDK [#explore-the-sdk]
    • <h2> Components
    • <h2> Hooks
60/client/react/introduction
  • <h1> RTVIClient Migration Guide [#page-title]
    • <h2> ​Key changes [#key-changes]
    • <h2> ​Migration guides [#migration-guides]
    • <h2> JavaScript
    • <h2> React
    • <h2> iOS
    • <h2> Android
    • <h2> React Native
80/client/migration-guide
  • <h1> RTVIClient Migration Guide for JavaScript [#page-title]
    • <h2> ​Key Changes [#key-changes]
      • <h3> ​1. Package and Class Names [#1-package-and-class-names]
      • <h3> ​2. Client and Transport Configuration [#2-client-and-transport-configuration]
      • <h3> ​3. Connection Method [#3-connection-method]
      • <h3> ​4. Function Call Handling [#4-function-call-handling]
      • <h3> ​5. Pipeline Configuration Initialization [#5-pipeline-configuration-initialization]
      • <h3> ​6. Pipeline Configuration Updates [#6-pipeline-configuration-updates]
      • <h3> ​7. LLM Context Updates [#7-llm-context-updates]
    • <h2> ​Breaking Changes [#breaking-changes]
    • <h2> ​Migration Steps [#migration-steps]
110/client/js/migration-guide
  • <h1> RTVIClient Migration Guide for React [#page-title]
    • <h2> ​Key Changes [#key-changes]
      • <h3> ​1. Package and Class Names [#1-package-and-class-names]
      • <h3> ​2. React Components and Hooks [#2-react-components-and-hooks]
      • <h3> ​3. Client and Transport Configuration [#3-client-and-transport-configuration]
      • <h3> ​4. Connection Method [#4-connection-method]
      • <h3> ​5. Function Call Handling [#5-function-call-handling]
    • <h2> ​Breaking Changes [#breaking-changes]
    • <h2> ​Migration Steps [#migration-steps]
90/client/react/migration-guide
  • <h1> RTVIClient Migration Guide for IOS [#page-title]
    • <h2> ​Key Changes [#key-changes]
      • <h3> ​1. Package and Class Names [#1-package-and-class-names]
      • <h3> ​2. Client and Transport Configuration [#2-client-and-transport-configuration]
      • <h3> ​3. Connection Method [#3-connection-method]
      • <h3> ​4. Function Call Handling [#4-function-call-handling]
      • <h3> ​5. Pipeline Configuration Initialization [#5-pipeline-configuration-initialization]
      • <h3> ​6. LLM Context Updates [#6-llm-context-updates]
      • <h3> ​7. Pipeline Configuration Updates [#7-pipeline-configuration-updates]
      • <h3> ​8. Disconnecting [#8-disconnecting]
    • <h2> ​Breaking Changes [#breaking-changes]
    • <h2> ​Migration Steps [#migration-steps]
120/client/ios/migration-guide
  • <h1> Daily WebRTC Transport [#page-title]
    • <h2> ​Dependencies [#dependencies]
      • <h3> ​Daily Core C++ SDK [#daily-core-c++-sdk]
      • <h3> ​Pipecat C++ SDK [#pipecat-c++-sdk]
    • <h2> ​Building [#building]
    • <h2> ​Examples [#examples]
    • <h2> Basic Client
    • <h2> Audio Client
    • <h2> Node.js Server
90/client/c++/transport
  • <h1> RTVIClient Migration Guide for Android [#page-title]
    • <h2> ​Key Changes [#key-changes]
      • <h3> ​1. Package and Class Names [#1-package-and-class-names]
      • <h3> ​2. Client and Transport Configuration [#2-client-and-transport-configuration]
      • <h3> ​3. Connection [#3-connection]
      • <h3> ​4. Function Call Handling [#4-function-call-handling]
      • <h3> ​5. Pipeline Configuration Initialization [#5-pipeline-configuration-initialization]
      • <h3> ​6. LLM Context Updates [#6-llm-context-updates]
      • <h3> ​7. Pipeline Configuration Updates [#7-pipeline-configuration-updates]
      • <h3> ​8. Disconnecting [#8-disconnecting]
    • <h2> ​Breaking Changes [#breaking-changes]
110/client/android/migration-guide
  • <h1> SDK Introduction [#page-title]
    • <h2> ​Installation [#installation]
    • <h2> ​Requirements [#requirements]
    • <h2> ​Quick start [#quick-start]
      • <h3> ​More Examples [#more-examples]
    • <h2> Basic Example
    • <h2> Daily Full Example
    • <h2> SmallWebRTC Full Example
    • <h2> ​Explore the SDK [#explore-the-sdk]
    • <h2> Client Constructor
    • <h2> Client Methods
    • <h2> API Reference
120/client/react-native/introduction
  • <h1> Deployment pattern [#page-title]
    • <h2> ​Project structure [#project-structure]
    • <h2> 1. Bot file
    • <h2> 2. Bot runner
      • <h3> ​Typical user / bot flow [#typical-user-/-bot-flow]
    • <h2> ​Bot runner [#bot-runner]
      • <h3> ​Data transport [#data-transport]
      • <h3> ​Best practice for bot files [#best-practice-for-bot-files]
    • <h2> ​Example [#example]
      • <h3> ​HTTP API [#http-api]
      • <h3> ​Dockerfile [#dockerfile]
      • <h3> ​How it works [#how-it-works]
      • <h3> ​Best practices [#best-practices]
      • <h3> ​Build and run [#build-and-run]
140/deployment/pattern
  • <h1> Introduction [#page-title]
    • <h2> Create your account
    • <h2> Deploy your first agent
30/deployment/pipecat-cloud/introduction
  • <h1> tail [#page-title]
    • <h2> ​How to Use Tail [#how-to-use-tail]
20/cli/tail
  • <h1> auth [#page-title]
    • <h2> ​login [#login]
    • <h2> ​logout [#logout]
    • <h2> ​whoami [#whoami]
    • <h2> ​Configuration [#configuration]
    • <h2> More about user accounts
60/cli/cloud/auth
  • <h1> init [#page-title]
    • <h2> ​Interactive Setup [#interactive-setup]
    • <h2> ​Non-Interactive Mode [#non-interactive-mode]
    • <h2> ​Examples [#examples]
      • <h3> ​Interactive Wizard [#interactive-wizard]
      • <h3> ​Non-Interactive (Cascade) [#non-interactive-cascade]
      • <h3> ​Non-Interactive (Realtime) [#non-interactive-realtime]
      • <h3> ​Multiple Transports [#multiple-transports]
      • <h3> ​With React Client [#with-react-client]
      • <h3> ​Telephony [#telephony]
      • <h3> ​Discover Available Options [#discover-available-options]
      • <h3> ​Dry Run [#dry-run]
      • <h3> ​From Config File [#from-config-file]
      • <h3> ​Specify Output Directory [#specify-output-directory]
    • <h2> ​Generated Project Structure [#generated-project-structure]
150/cli/init
  • <h1> Community Integrations [#page-title]
    • <h2> ​Knowledge Retrieval [#knowledge-retrieval]
    • <h2> ​Large Language Models [#large-language-models]
    • <h2> ​Observability [#observability]
    • <h2> ​Speech-to-Text [#speech-to-text]
    • <h2> ​Translation [#translation]
    • <h2> ​Telephony Serializers [#telephony-serializers]
    • <h2> ​Text-to-Speech [#text-to-speech]
    • <h2> ​Video [#video]
    • <h2> ​Image Generation [#image-generation]
    • <h2> ​Vision [#vision]
110/server/services/community-integrations
  • <h1> Python SDK Overview [#page-title]
    • <h2> ​Installation [#installation]
    • <h2> ​Key Components [#key-components]
    • <h2> ​Quick Start [#quick-start]
40/deployment/pipecat-cloud/sdk-reference/overview
  • <h1> PipelineTask [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​Basic Usage [#basic-usage]
    • <h2> ​Constructor Parameters [#constructor-parameters]
    • <h2> ​Methods [#methods]
      • <h3> ​Task Lifecycle Management [#task-lifecycle-management]
      • <h3> ​Frame Management [#frame-management]
    • <h2> ​Event Handlers [#event-handlers]
      • <h3> ​on_pipeline_started [#on_pipeline_started]
      • <h3> ​on_pipeline_finished [#on_pipeline_finished]
      • <h3> ​on_pipeline_error [#on_pipeline_error]
      • <h3> ​on_frame_reached_upstream [#on_frame_reached_upstream]
      • <h3> ​on_frame_reached_downstream [#on_frame_reached_downstream]
      • <h3> ​on_idle_timeout [#on_idle_timeout]
140/server/pipeline/pipeline-task
  • <h1> ParallelPipeline [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​Constructor Parameters [#constructor-parameters]
    • <h2> ​Usage Examples [#usage-examples]
      • <h3> ​Multi-Agent Conversation [#multi-agent-conversation]
      • <h3> ​Redundant Services with Failover [#redundant-services-with-failover]
      • <h3> ​Cross-Branch Communication [#cross-branch-communication]
    • <h2> ​How It Works [#how-it-works]
80/server/pipeline/parallel-pipeline
  • <h1> Pipeline Heartbeats [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​Enabling Heartbeats [#enabling-heartbeats]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Monitoring Output [#monitoring-output]
    • <h2> ​Use Cases [#use-cases]
    • <h2> ​Configuration [#configuration]
70/server/pipeline/heartbeats
  • <h1> PipelineParams [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​Basic Usage [#basic-usage]
    • <h2> ​Available Parameters [#available-parameters]
    • <h2> ​Common Configurations [#common-configurations]
      • <h3> ​Audio Processing Configuration [#audio-processing-configuration]
      • <h3> ​Performance Monitoring Configuration [#performance-monitoring-configuration]
    • <h2> ​How Parameters Are Used [#how-parameters-are-used]
    • <h2> ​Complete Example [#complete-example]
    • <h2> ​Additional Information [#additional-information]
100/server/pipeline/pipeline-params
  • <h1> LLMTextProcessor [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> LLMTextProcessor API Reference
    • <h2> Example Implementation
    • <h2> ​Constructor Parameters [#constructor-parameters]
    • <h2> ​Usage [#usage]
60/server/utilities/frame/llm-text-processor
  • <h1> Pipeline Idle Detection [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Configuration [#configuration]
    • <h2> ​Configuration Parameters [#configuration-parameters]
    • <h2> ​Handling Idle Timeouts [#handling-idle-timeouts]
    • <h2> ​Example Implementation [#example-implementation]
70/server/pipeline/pipeline-idle-detection
  • <h1> Filter Incomplete User Turns [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Configuration [#configuration]
      • <h3> ​LLMUserAggregatorParams [#llmuseraggregatorparams]
    • <h2> ​UserTurnCompletionConfig [#userturncompletionconfig]
      • <h3> ​Parameters [#parameters]
    • <h2> ​Markers Explained [#markers-explained]
      • <h3> ​Complete (✓) [#complete-✓]
      • <h3> ​Incomplete Short (○) [#incomplete-short-○]
      • <h3> ​Incomplete Long (◐) [#incomplete-long-◐]
    • <h2> ​Usage Examples [#usage-examples]
      • <h3> ​Basic Usage [#basic-usage]
      • <h3> ​Custom Timeouts [#custom-timeouts]
      • <h3> ​Custom Prompts [#custom-prompts]
      • <h3> ​With Smart Turn Detection [#with-smart-turn-detection]
    • <h2> ​Transcripts [#transcripts]
    • <h2> ​Supported LLM Services [#supported-llm-services]
    • <h2> ​Graceful Degradation [#graceful-degradation]
    • <h2> ​Related [#related]
200/server/utilities/turn-management/filter-incomplete-turns
  • <h1> PatternPairAggregator [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​Constructor [#constructor]
    • <h2> ​Methods [#methods]
      • <h3> ​add_pattern [#add_pattern]
      • <h3> ​add_pattern_pair [#add_pattern_pair]
      • <h3> ​on_pattern_match [#on_pattern_match]
    • <h2> ​Pattern Match Object [#pattern-match-object]
    • <h2> ​Usage Examples [#usage-examples]
      • <h3> ​Voice Switching in TTS [#voice-switching-in-tts]
      • <h3> ​Extracting Structured Data from LLM Outputs [#extracting-structured-data-from-llm-outputs]
      • <h3> ​Handling Special Values in LLM Output [#handling-special-values-in-llm-output]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Notes [#notes]
140/server/utilities/text/pattern-pair-aggregator
  • <h1> Development Runner [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​Installation [#installation]
    • <h2> ​What is a Runner? [#what-is-a-runner]
    • <h2> ​How the Development Runner Works [#how-the-development-runner-works]
    • <h2> ​Pipecat Cloud Ready [#pipecat-cloud-ready]
    • <h2> ​Building with the Runner [#building-with-the-runner]
    • <h2> ​Supporting Multiple Transports [#supporting-multiple-transports]
      • <h3> ​Understanding Runner Arguments [#understanding-runner-arguments]
    • <h2> ​Environment Detection [#environment-detection]
      • <h3> ​Environment Values [#environment-values]
    • <h2> ​All Supported Transports [#all-supported-transports]
      • <h3> ​WebRTC (-t webrtc) [#webrtct-webrtc]
      • <h3> ​Daily (-t daily) [#dailyt-daily]
      • <h3> ​Telephony (-t twilio|telnyx|plivo|exotel) [#telephonyt-twilio|telnyx|plivo|exotel]
    • <h2> ​Command Line Options [#command-line-options]
      • <h3> ​Key Arguments [#key-arguments]
      • <h3> ​Environment Variables [#environment-variables]
    • <h2> ​Simplifying with the Transport Utility [#simplifying-with-the-transport-utility]
    • <h2> ​RTVI Integration [#rtvi-integration]
      • <h3> ​The /start Endpoint [#the-/start-endpoint]
      • <h3> ​Accessing Request Data in Your Bot [#accessing-request-data-in-your-bot]
      • <h3> ​RTVI Client Example [#rtvi-client-example]
    • <h2> ​Daily Dial-In Webhook [#daily-dial-in-webhook]
      • <h3> ​Enabling Dial-In Support [#enabling-dial-in-support]
      • <h3> ​How It Works [#how-it-works]
      • <h3> ​Webhook Payload [#webhook-payload]
      • <h3> ​Accessing Dial-In Data in Your Bot [#accessing-dial-in-data-in-your-bot]
      • <h3> ​Configuring Daily Phone Numbers [#configuring-daily-phone-numbers]
    • <h2> ​Quick Reference [#quick-reference]
    • <h2> ​Examples [#examples]
    • <h2> Runner Examples
320/server/utilities/runner/guide
  • <h1> User Turn Strategies [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Configuration [#configuration]
    • <h2> ​Start Strategies [#start-strategies]
      • <h3> ​Base Parameters [#base-parameters]
      • <h3> ​VADUserTurnStartStrategy [#vaduserturnstartstrategy]
      • <h3> ​TranscriptionUserTurnStartStrategy [#transcriptionuserturnstartstrategy]
      • <h3> ​MinWordsUserTurnStartStrategy [#minwordsuserturnstartstrategy]
      • <h3> ​WakePhraseUserTurnStartStrategy [#wakephraseuserturnstartstrategy]
      • <h3> ​ExternalUserTurnStartStrategy [#externaluserturnstartstrategy]
    • <h2> ​Stop Strategies [#stop-strategies]
      • <h3> ​Base Parameters [#base-parameters-2]
      • <h3> ​SpeechTimeoutUserTurnStopStrategy [#speechtimeoutuserturnstopstrategy]
      • <h3> ​TurnAnalyzerUserTurnStopStrategy [#turnanalyzeruserturnstopstrategy]
      • <h3> ​ExternalUserTurnStopStrategy [#externaluserturnstopstrategy]
    • <h2> ​Helper Functions [#helper-functions]
      • <h3> ​default_user_turn_start_strategies() [#default_user_turn_start_strategies]
      • <h3> ​default_user_turn_stop_strategies() [#default_user_turn_stop_strategies]
    • <h2> ​UserTurnStrategies [#userturnstrategies]
    • <h2> ​ExternalUserTurnStrategies [#externaluserturnstrategies]
    • <h2> ​Usage Examples [#usage-examples]
      • <h3> ​Default Behavior [#default-behavior]
      • <h3> ​Minimum Words for Interruption [#minimum-words-for-interruption]
      • <h3> ​Wake Phrase Detection [#wake-phrase-detection]
      • <h3> ​Local Smart Turn Detection [#local-smart-turn-detection]
    • <h2> ​Related [#related]
270/server/utilities/turn-management/user-turn-strategies
  • <h1> User Mute Strategies [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​Configuration [#configuration]
    • <h2> ​Available Strategies [#available-strategies]
      • <h3> ​AlwaysUserMuteStrategy [#alwaysusermutestrategy]
      • <h3> ​FirstSpeechUserMuteStrategy [#firstspeechusermutestrategy]
      • <h3> ​MuteUntilFirstBotCompleteUserMuteStrategy [#muteuntilfirstbotcompleteusermutestrategy]
      • <h3> ​FunctionCallUserMuteStrategy [#functioncallusermutestrategy]
    • <h2> ​Combining Multiple Strategies [#combining-multiple-strategies]
    • <h2> ​Usage Examples [#usage-examples]
      • <h3> ​Prevent Interruptions During Greeting [#prevent-interruptions-during-greeting]
      • <h3> ​Mute During Function Calls Only [#mute-during-function-calls-only]
      • <h3> ​Never Allow Interruptions [#never-allow-interruptions]
    • <h2> ​Event Handlers [#event-handlers]
      • <h3> ​Available Events [#available-events]
    • <h2> ​Related [#related]
160/server/utilities/turn-management/user-mute-strategies
  • <h1> Context Summarization [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​LLMAutoContextSummarizationConfig [#llmautocontextsummarizationconfig]
    • <h2> ​LLMContextSummaryConfig [#llmcontextsummaryconfig]
    • <h2> ​LLMSummarizeContextFrame [#llmsummarizecontextframe]
    • <h2> ​LLMContextSummarizer [#llmcontextsummarizer]
      • <h3> ​Event Handlers [#event-handlers]
    • <h2> ​SummaryAppliedEvent [#summaryappliedevent]
    • <h2> ​Deprecated: LLMContextSummarizationConfig [#deprecated-llmcontextsummarizationconfig]
90/server/utilities/context-summarization
  • <h1> KrispVivaFilter [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​Installation [#installation]
    • <h2> ​Environment Variables [#environment-variables]
    • <h2> ​Constructor Parameters [#constructor-parameters]
    • <h2> ​Supported Sample Rates [#supported-sample-rates]
    • <h2> ​Input Frames [#input-frames]
    • <h2> ​Usage Example [#usage-example]
80/server/utilities/audio/krisp-viva-filter
  • <h1> Krisp VIVA Turn [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Krisp VIVA Example
    • <h2> Krisp Developers
    • <h2> ​Installation [#installation]
    • <h2> ​Environment Variables [#environment-variables]
    • <h2> ​Configuration [#configuration]
    • <h2> ​Constructor Parameters [#constructor-parameters]
    • <h2> ​Example [#example]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Notes [#notes]
110/server/utilities/turn-detection/krisp-viva-turn
  • <h1> Smart Turn Overview [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Smart Turn Model
    • <h2> Data Collector
    • <h2> Data Classifier
    • <h2> ​Installation [#installation]
    • <h2> ​Integration with User Turn Strategies [#integration-with-user-turn-strategies]
    • <h2> ​Configuration [#configuration]
    • <h2> ​Local Smart Turn [#local-smart-turn]
      • <h3> ​Constructor Parameters [#constructor-parameters]
      • <h3> ​Example [#example]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Notes [#notes]
130/server/utilities/turn-detection/smart-turn-overview
  • <h1> OpenAI [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> OpenAI LLM API Reference
    • <h2> Example Implementation
    • <h2> OpenAI Documentation
    • <h2> OpenAI Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​OpenAI Account Setup [#openai-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
      • <h3> ​Updating Settings at Runtime [#updating-settings-at-runtime]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
180/server/services/llm/openai
  • <h1> OpenAI Realtime [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> OpenAI Realtime API Reference
    • <h2> Example Implementation
    • <h2> OpenAI Documentation
    • <h2> OpenAI Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​OpenAI Account Setup [#openai-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​OpenAIRealtimeLLMService [#openairealtimellmservice]
      • <h3> ​Settings [#settings]
      • <h3> ​SessionProperties [#sessionproperties]
      • <h3> ​AudioConfiguration [#audioconfiguration]
      • <h3> ​TurnDetection [#turndetection]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Session Configuration [#with-session-configuration]
      • <h3> ​With Disabled Turn Detection (Manual Control) [#with-disabled-turn-detection-manual-control]
      • <h3> ​Updating Settings at Runtime [#updating-settings-at-runtime]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
240/server/services/s2s/openai
  • <h1> OpenAI [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> OpenAI TTS API Reference
    • <h2> Example Implementation
    • <h2> OpenAI Documentation
    • <h2> Voice Samples
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​OpenAI Account Setup [#openai-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​OpenAITTSService [#openaittsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Voice Customization [#with-voice-customization]
      • <h3> ​Updating Settings at Runtime [#updating-settings-at-runtime]
    • <h2> ​Notes [#notes]
180/server/services/tts/openai
  • <h1> OpenAI [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> OpenAI STT API Reference
    • <h2> Example Implementation
    • <h2> OpenAI Documentation
    • <h2> OpenAI Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​OpenAI Account Setup [#openai-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​OpenAISTTService [#openaisttservice]
      • <h3> ​Settings [#settings]
      • <h3> ​Usage [#usage]
      • <h3> ​Notes [#notes]
    • <h2> ​OpenAIRealtimeSTTService [#openairealtimesttservice]
      • <h3> ​Settings [#settings-2]
      • <h3> ​Usage [#usage-2]
      • <h3> ​Notes [#notes-2]
      • <h3> ​Event Handlers [#event-handlers]
190/server/services/stt/openai
  • <h1> LLM Log Observer [#page-title]
    • <h2> ​Frame Types Monitored [#frame-types-monitored]
    • <h2> ​Usage [#usage]
    • <h2> ​Log Output Format [#log-output-format]
40/server/utilities/observers/llm-observer
  • <h1> Debug Log Observer [#page-title]
    • <h2> ​Features [#features]
    • <h2> ​Usage [#usage]
      • <h3> ​Log All Frames [#log-all-frames]
      • <h3> ​Filter by Frame Types [#filter-by-frame-types]
      • <h3> ​Advanced Source/Destination Filtering [#advanced-source/destination-filtering]
    • <h2> ​Log Output Format [#log-output-format]
    • <h2> ​Configuration Options [#configuration-options]
    • <h2> ​FrameEndpoint Enum [#frameendpoint-enum]
90/server/utilities/observers/debug-observer
  • <h1> Transcription Log Observer [#page-title]
    • <h2> ​Frame Types Monitored [#frame-types-monitored]
    • <h2> ​Usage [#usage]
    • <h2> ​Log Output Format [#log-output-format]
40/server/utilities/observers/transcription-observer
  • <h1> User-Bot Latency Observer [#page-title]
    • <h2> ​Features [#features]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Latency Monitoring [#basic-latency-monitoring]
      • <h3> ​Detailed Latency Breakdown [#detailed-latency-breakdown]
      • <h3> ​OpenTelemetry Integration [#opentelemetry-integration]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Event Handlers [#event-handlers]
      • <h3> ​on_latency_measured [#on_latency_measured]
      • <h3> ​on_latency_breakdown [#on_latency_breakdown]
      • <h3> ​on_first_bot_speech_latency [#on_first_bot_speech_latency]
    • <h2> ​Deprecated: UserBotLatencyLogObserver [#deprecated-userbotlatencylogobserver]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Constructor Parameters [#constructor-parameters]
    • <h2> ​Limitations [#limitations]
150/server/utilities/observers/user-bot-latency-observer
  • <h1> Startup Timing Observer [#page-title]
    • <h2> ​Features [#features]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Startup Monitoring [#basic-startup-monitoring]
      • <h3> ​Filtering Processor Types [#filtering-processor-types]
    • <h2> ​Configuration [#configuration]
    • <h2> ​Event Handlers [#event-handlers]
      • <h3> ​on_startup_timing_report [#on_startup_timing_report]
      • <h3> ​on_transport_timing_report [#on_transport_timing_report]
90/server/utilities/observers/startup-timing-observer
  • <h1> MCPClient [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​Installation [#installation]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Constructor Parameters [#constructor-parameters]
      • <h3> ​Input Parameters [#input-parameters]
    • <h2> ​Usage Examples [#usage-examples]
      • <h3> ​MCP Stdio Transport [#mcp-stdio-transport]
      • <h3> ​MCP SSE Transport [#mcp-sse-transport]
      • <h3> ​MCP Streamable HTTP Transport [#mcp-streamable-http-transport]
      • <h3> ​Two-Step Registration [#two-step-registration]
      • <h3> ​Multiple MCP Servers [#multiple-mcp-servers]
    • <h2> ​Methods [#methods]
    • <h2> ​Additional documentation [#additional-documentation]
140/server/utilities/mcp/mcp
  • <h1> Turn Tracking Observer [#page-title]
    • <h2> ​Turn Lifecycle [#turn-lifecycle]
    • <h2> ​Events [#events]
    • <h2> ​Usage [#usage]
    • <h2> ​Configuration [#configuration]
    • <h2> ​Interruptions [#interruptions]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Use Cases [#use-cases]
80/server/utilities/observers/turn-tracking-observer
  • <h1> ElevenLabs [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ElevenLabs STT API Reference
    • <h2> Example Implementation
    • <h2> ElevenLabs Documentation
    • <h2> ElevenLabs Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​ElevenLabs Account Setup [#elevenlabs-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​ElevenLabsSTTService [#elevenlabssttservice]
      • <h3> ​Settings [#settings]
      • <h3> ​Usage [#usage]
      • <h3> ​Notes [#notes]
    • <h2> ​ElevenLabsRealtimeSTTService [#elevenlabsrealtimesttservice]
      • <h3> ​Settings [#settings-2]
      • <h3> ​Usage [#usage-2]
      • <h3> ​Notes [#notes-2]
      • <h3> ​Event Handlers [#event-handlers]
190/server/services/stt/elevenlabs
  • <h1> LiveKitTransport [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> LiveKitTransport API Reference
    • <h2> Example Implementation
    • <h2> LiveKit Documentation
    • <h2> LiveKit Cloud
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​LiveKit Setup [#livekit-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​LiveKitTransport [#livekittransport]
    • <h2> ​Usage [#usage]
    • <h2> ​Event Handlers [#event-handlers]
      • <h3> ​Events Summary [#events-summary]
      • <h3> ​Room Lifecycle [#room-lifecycle]
      • <h3> ​Participants [#participants]
      • <h3> ​Media Tracks [#media-tracks]
      • <h3> ​Messaging [#messaging]
    • <h2> ​Additional Resources [#additional-resources]
210/server/services/transport/livekit
  • <h1> VonageFrameSerializer [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Vonage Serializer API Reference
    • <h2> Example Implementation
    • <h2> Vonage Audio Connector Documentation
    • <h2> Vonage Video API Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Vonage Video API Account Setup [#vonage-video-api-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
      • <h3> ​Required Configuration [#required-configuration]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​InputParams [#inputparams]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Sample Rate [#with-custom-sample-rate]
    • <h2> ​Notes [#notes]
180/server/services/serializers/vonage
  • <h1> NVIDIA Riva [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> NVIDIA Riva STT API Reference
    • <h2> Example Implementation
    • <h2> NVIDIA Riva Documentation
    • <h2> NVIDIA Developer Portal
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​NVIDIA Riva Setup [#nvidia-riva-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​NvidiaSTTService [#nvidiasttservice]
      • <h3> ​Settings [#settings]
      • <h3> ​Usage [#usage]
      • <h3> ​Notes [#notes]
    • <h2> ​NvidiaSegmentedSTTService [#nvidiasegmentedsttservice]
      • <h3> ​Settings [#settings-2]
      • <h3> ​Usage [#usage-2]
      • <h3> ​Notes [#notes-2]
180/server/services/stt/nvidia
  • <h1> Groq (Whisper) [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Groq STT API Reference
    • <h2> Example Implementation
    • <h2> Groq Documentation
    • <h2> Groq Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Groq Account Setup [#groq-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Model and Language [#with-custom-model-and-language]
      • <h3> ​With Prompt and Temperature [#with-prompt-and-temperature]
    • <h2> ​Notes [#notes]
170/server/services/stt/groq
  • <h1> AWS Transcribe [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> AWS Transcribe STT API Reference
    • <h2> Example Implementation
    • <h2> AWS Transcribe Documentation
    • <h2> AWS Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​AWS Account Setup [#aws-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Language and Sample Rate [#with-custom-language-and-sample-rate]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
170/server/services/stt/aws
  • <h1> Grok [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Grok LLM API Reference
    • <h2> Example Implementation
    • <h2> Grok Documentation
    • <h2> X.AI Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Grok Account Setup [#grok-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
    • <h2> ​Notes [#notes]
160/server/services/llm/grok
  • <h1> NVIDIA NIM [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> NVIDIA NIM LLM API Reference
    • <h2> Example Implementation
    • <h2> NVIDIA NIM Documentation
    • <h2> NVIDIA Developer Portal
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​NVIDIA NIM Setup [#nvidia-nim-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
    • <h2> ​Notes [#notes]
160/server/services/llm/nvidia
  • <h1> Perplexity [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Perplexity LLM API Reference
    • <h2> Example Implementation
    • <h2> Perplexity Documentation
    • <h2> Perplexity Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Perplexity Account Setup [#perplexity-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
    • <h2> ​Notes [#notes]
160/server/services/llm/perplexity
  • <h1> Speechmatics [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Speechmatics STT API Reference
    • <h2> Example Implementation
    • <h2> Speechmatics Documentation
    • <h2> Speaker Diarization Guide
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Speechmatics Account Setup [#speechmatics-account-setup]
      • <h3> ​Select Endpoint [#select-endpoint]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​SpeechmaticsSTTService [#speechmaticssttservice]
      • <h3> ​Settings [#settings]
    • <h2> ​End of Turn detection [#end-of-turn-detection]
      • <h3> ​Default mode [#default-mode]
      • <h3> ​Adaptive End of Turn detection [#adaptive-end-of-turn-detection]
      • <h3> ​Smart Turn detection [#smart-turn-detection]
    • <h2> ​Speaker Diarization [#speaker-diarization]
      • <h3> ​Available attributes [#available-attributes]
    • <h2> ​Speaker Lock [#speaker-lock]
    • <h2> ​Language Support [#language-support]
    • <h2> ​Usage Examples [#usage-examples]
      • <h3> ​Basic Configuration [#basic-configuration]
      • <h3> ​With Diarization [#with-diarization]
    • <h2> ​Additional Notes [#additional-notes]
    • <h2> ​Event Handlers [#event-handlers]
270/server/services/stt/speechmatics
  • <h1> DeepSeek [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> DeepSeek LLM API Reference
    • <h2> Example Implementation
    • <h2> DeepSeek Documentation
    • <h2> DeepSeek Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​DeepSeek Account Setup [#deepseek-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
    • <h2> ​Notes [#notes]
160/server/services/llm/deepseek
  • <h1> Qwen [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Qwen LLM API Reference
    • <h2> Example Implementation
    • <h2> Qwen Documentation
    • <h2> Alibaba Cloud Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Qwen Account Setup [#qwen-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
    • <h2> ​Notes [#notes]
160/server/services/llm/qwen
  • <h1> Whisper [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Whisper STT API Reference
    • <h2> Standard Whisper Example
    • <h2> Whisper Documentation
    • <h2> MLX Whisper Example
    • <h2> ​Installation [#installation]
      • <h3> ​Standard Whisper (CPU/CUDA) [#standard-whisper-cpu/cuda]
      • <h3> ​MLX Whisper (Apple Silicon) [#mlx-whisper-apple-silicon]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Local Model Setup [#local-model-setup]
      • <h3> ​Configuration Options [#configuration-options]
    • <h2> ​Configuration [#configuration]
      • <h3> ​WhisperSTTService [#whispersttservice]
      • <h3> ​WhisperSTTServiceMLX [#whispersttservicemlx]
      • <h3> ​WhisperSTTService Settings [#whispersttservice-settings]
      • <h3> ​WhisperSTTServiceMLX Settings [#whispersttservicemlx-settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Faster Whisper Setup [#basic-faster-whisper-setup]
      • <h3> ​With CUDA Acceleration [#with-cuda-acceleration]
      • <h3> ​With Custom Language [#with-custom-language]
      • <h3> ​MLX Whisper on Apple Silicon [#mlx-whisper-on-apple-silicon]
    • <h2> ​Notes [#notes]
230/server/services/stt/whisper
  • <h1> Camb AI [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Camb AI TTS API Reference
    • <h2> Example Implementation
    • <h2> Camb AI Documentation
    • <h2> Camb AI Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Camb AI Account Setup [#camb-ai-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​CambTTSService [#cambttsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Language Customization [#with-language-customization]
    • <h2> ​Notes [#notes]
170/server/services/tts/camb
  • <h1> Groq [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Groq TTS API Reference
    • <h2> Example Implementation
    • <h2> Groq Documentation
    • <h2> Voice Options
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Groq Account Setup [#groq-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​GroqTTSService [#groqttsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
    • <h2> ​Notes [#notes]
170/server/services/tts/groq
  • <h1> SmallWebRTCTransport [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> SmallWebRTC Transport API Reference
    • <h2> SmallWebRTC Connection API Reference
    • <h2> Example Implementation
    • <h2> WebRTC Documentation
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​WebRTC Application Setup [#webrtc-application-setup]
      • <h3> ​Configuration Options [#configuration-options]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​SmallWebRTCTransport [#smallwebrtctransport]
    • <h2> ​Usage [#usage]
    • <h2> ​Event Handlers [#event-handlers]
      • <h3> ​Events Summary [#events-summary]
      • <h3> ​Connection Lifecycle [#connection-lifecycle]
      • <h3> ​Messaging [#messaging]
    • <h2> ​Additional Resources [#additional-resources]
190/server/services/transport/small-webrtc
  • <h1> Hume [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Hume TTS API Reference
    • <h2> Example Implementation
    • <h2> Hume Documentation
    • <h2> Voice Library
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Hume Account Setup [#hume-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​HumeTTSService [#humettsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Acting Directions [#with-acting-directions]
      • <h3> ​Updating Settings at Runtime [#updating-settings-at-runtime]
    • <h2> ​Notes [#notes]
180/server/services/tts/hume
  • <h1> TwilioFrameSerializer [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Twilio Serializer API Reference
    • <h2> Example Implementation
    • <h2> Twilio Documentation
    • <h2> Twilio Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Twilio Account Setup [#twilio-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
      • <h3> ​Required Configuration [#required-configuration]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​InputParams [#inputparams]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​Without Auto Hang-up [#without-auto-hang-up]
    • <h2> ​Notes [#notes]
180/server/services/serializers/twilio
  • <h1> Fal (Wizper) [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Fal STT API Reference
    • <h2> Example Implementation
    • <h2> Fal Documentation
    • <h2> Fal Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Fal Account Setup [#fal-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​FalSTTService [#falsttservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Parameters [#with-custom-parameters]
      • <h3> ​Translation Mode [#translation-mode]
    • <h2> ​Notes [#notes]
180/server/services/stt/fal
  • <h1> MiniMax [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> MiniMax TTS API Reference
    • <h2> Example Implementation
    • <h2> MiniMax Documentation
    • <h2> MiniMax Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​MiniMax Account Setup [#minimax-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​MiniMaxHttpTTSService [#minimaxhttpttsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Voice Customization [#with-voice-customization]
    • <h2> ​Notes [#notes]
170/server/services/tts/minimax
  • <h1> LMNT [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> LMNT TTS API Reference
    • <h2> Example Implementation
    • <h2> LMNT Documentation
    • <h2> Voice Library
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​LMNT Account Setup [#lmnt-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​LmntTTSService [#lmntttsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Language Configuration [#with-language-configuration]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
180/server/services/tts/lmnt
  • <h1> Gladia [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Gladia STT API Reference
    • <h2> Example Implementation
    • <h2> Gladia Documentation
    • <h2> Gladia Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Gladia Account Setup [#gladia-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​GladiaSTTService [#gladiasttservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Language Configuration [#with-language-configuration]
      • <h3> ​With Real-time Processing [#with-real-time-processing]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
190/server/services/stt/gladia
  • <h1> Soniox [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Soniox STT API Reference
    • <h2> Example Implementation
    • <h2> Soniox Documentation
    • <h2> Soniox Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Soniox Account Setup [#soniox-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​SonioxSTTService [#sonioxsttservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Language Hints and Context [#with-language-hints-and-context]
      • <h3> ​With Context Object (v3+ models) [#with-context-object-v3+-models]
      • <h3> ​With Soniox Native Turn Detection [#with-soniox-native-turn-detection]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
200/server/services/stt/soniox
  • <h1> Gradium [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Gradium STT API Reference
    • <h2> Example Implementation
    • <h2> Gradium Documentation
    • <h2> Gradium Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Gradium Account Setup [#gradium-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​GradiumSTTService [#gradiumsttservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Language and Delay Configuration [#with-language-and-delay-configuration]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
180/server/services/stt/gradium
  • <h1> Ollama [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Ollama LLM API Reference
    • <h2> Example Implementation
    • <h2> Ollama Documentation
    • <h2> Download Ollama
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Ollama Local Setup [#ollama-local-setup]
      • <h3> ​Configuration [#configuration]
    • <h2> ​Configuration [#configuration-2]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Model and URL [#with-custom-model-and-url]
      • <h3> ​With Custom Settings [#with-custom-settings]
    • <h2> ​Notes [#notes]
170/server/services/llm/ollama
  • <h1> Fish Audio [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Fish TTS API Reference
    • <h2> Example Implementation
    • <h2> Fish Audio Documentation
    • <h2> Voice Models
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Fish Audio Account Setup [#fish-audio-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​FishAudioTTSService [#fishaudiottsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Prosody Controls [#with-prosody-controls]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
180/server/services/tts/fish
  • <h1> Neuphonic [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Neuphonic TTS API Reference
    • <h2> Example Implementation
    • <h2> Neuphonic Documentation
    • <h2> Voice Library
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Neuphonic Account Setup [#neuphonic-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​NeuphonicTTSService [#neuphonicttsservice]
      • <h3> ​NeuphonicHttpTTSService [#neuphonichttpttsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup (WebSocket) [#basic-setup-websocket]
      • <h3> ​With Customization (WebSocket) [#with-customization-websocket]
      • <h3> ​HTTP Service [#http-service]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
200/server/services/tts/neuphonic
  • <h1> DailyTransport [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> DailyTransport API Reference
    • <h2> Example Implementation
    • <h2> Daily API Documentation
    • <h2> Daily Dashboard
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Daily Account Setup [#daily-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​DailyTransport [#dailytransport]
      • <h3> ​DailyParams [#dailyparams]
      • <h3> ​DailyDialinSettings [#dailydialinsettings]
      • <h3> ​DailyTranscriptionSettings [#dailytranscriptionsettings]
      • <h3> ​DailyCustomAudioTrackParams [#dailycustomaudiotrackparams]
      • <h3> ​DailyCustomVideoTrackParams [#dailycustomvideotrackparams]
    • <h2> ​Usage [#usage]
    • <h2> ​Event Handlers [#event-handlers]
      • <h3> ​Events Summary [#events-summary]
      • <h3> ​Room Lifecycle [#room-lifecycle]
      • <h3> ​Participants [#participants]
      • <h3> ​Messaging [#messaging]
      • <h3> ​Recording [#recording]
      • <h3> ​Telephony: Dial-in [#telephony-dial-in]
      • <h3> ​Telephony: Dial-out [#telephony-dial-out]
      • <h3> ​Telephony: DTMF [#telephony-dtmf]
    • <h2> ​Additional Resources [#additional-resources]
290/server/services/transport/daily
  • <h1> AWS Bedrock [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> AWS Bedrock LLM API Reference
    • <h2> Example Implementation
    • <h2> AWS Bedrock Documentation
    • <h2> AWS Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​AWS Account Setup [#aws-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
      • <h3> ​Updating Settings at Runtime [#updating-settings-at-runtime]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
180/server/services/llm/aws
  • <h1> Together AI [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Together AI LLM API Reference
    • <h2> Example Implementation
    • <h2> Together AI Documentation
    • <h2> Together AI Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Together AI Account Setup [#together-ai-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
    • <h2> ​Notes [#notes]
160/server/services/llm/together
  • <h1> HeyGenTransport [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> HeyGen Trasnport API Reference
    • <h2> Example Implementation
    • <h2> HeyGen Documentation
    • <h2> HeyGen Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​HeyGen Account Setup [#heygen-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​HeyGenTransport [#heygentransport]
      • <h3> ​HeyGenParams [#heygenparams]
    • <h2> ​Usage [#usage]
    • <h2> ​Event Handlers [#event-handlers]
      • <h3> ​Events Summary [#events-summary]
      • <h3> ​Room Lifecycle [#room-lifecycle]
      • <h3> ​Connection Lifecycle [#connection-lifecycle]
    • <h2> ​Additional Resources [#additional-resources]
190/server/services/transport/heygen
  • <h1> Piper [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Piper TTS API Reference
    • <h2> Example Implementation
    • <h2> Piper Documentation
    • <h2> HTTP Server Setup
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Piper Server Setup [#piper-server-setup]
      • <h3> ​Required Configuration [#required-configuration]
    • <h2> ​Configuration [#configuration]
      • <h3> ​PiperTTSService [#piperttsservice]
      • <h3> ​PiperHttpTTSService [#piperhttpttsservice]
    • <h2> ​Usage [#usage]
      • <h3> ​Local Inference [#local-inference]
      • <h3> ​HTTP Server [#http-server]
    • <h2> ​Notes [#notes]
170/server/services/tts/piper
  • <h1> Sarvam AI [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Sarvam TTS API Reference
    • <h2> Example Implementation
    • <h2> Sarvam Documentation
    • <h2> Sarvam Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Sarvam AI Account Setup [#sarvam-ai-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​SarvamTTSService [#sarvamttsservice]
      • <h3> ​SarvamHttpTTSService [#sarvamhttpttsservice]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup (WebSocket) [#basic-setup-websocket]
      • <h3> ​With v3 Model and Temperature Control [#with-v3-model-and-temperature-control]
      • <h3> ​HTTP Service [#http-service]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
190/server/services/tts/sarvam
  • <h1> OpenPipe [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> OpenPipe LLM API Reference
    • <h2> Example Implementation
    • <h2> OpenPipe Documentation
    • <h2> OpenPipe Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​OpenPipe Account Setup [#openpipe-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Tags for Tracking [#with-tags-for-tracking]
    • <h2> ​Notes [#notes]
160/server/services/llm/openpipe
  • <h1> AssemblyAI [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> AssemblyAI STT API Reference
    • <h2> Example Implementation
    • <h2> Universal-3 Pro Streaming
    • <h2> U3 Pro API Reference
    • <h2> AssemblyAI Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​AssemblyAI Account Setup [#assemblyai-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​AssemblyAISTTService [#assemblyaisttservice]
      • <h3> ​AssemblyAIConnectionParams [#assemblyaiconnectionparams]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
      • <h3> ​With AssemblyAI Built-in Turn Detection [#with-assemblyai-built-in-turn-detection]
      • <h3> ​With Speaker Diarization [#with-speaker-diarization]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
220/server/services/stt/assemblyai
  • <h1> TavusTransport [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Tavus Transport API Reference
    • <h2> Example Implementation
    • <h2> Tavus API Documentation
    • <h2> Client SDK Integration
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Tavus Platform Setup [#tavus-platform-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​TavusTransport [#tavustransport]
      • <h3> ​TavusParams [#tavusparams]
    • <h2> ​Usage [#usage]
    • <h2> ​Event Handlers [#event-handlers]
      • <h3> ​Events Summary [#events-summary]
      • <h3> ​Room Lifecycle [#room-lifecycle]
      • <h3> ​Connection Lifecycle [#connection-lifecycle]
    • <h2> ​Additional Resources [#additional-resources]
200/server/services/transport/tavus
  • <h1> LemonSliceTransport [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> LemonSliceTransport API Reference
    • <h2> Example Implementation
    • <h2> LemonSlice Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​LemonSlice Account Setup [#lemonslice-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​LemonSliceTransport [#lemonslicetransport]
      • <h3> ​LemonSliceNewSessionRequest [#lemonslicenewsessionrequest]
      • <h3> ​LemonSliceParams [#lemonsliceparams]
    • <h2> ​Usage [#usage]
    • <h2> ​Event Handlers [#event-handlers]
      • <h3> ​Events Summary [#events-summary]
      • <h3> ​Connection Lifecycle [#connection-lifecycle]
    • <h2> ​Notes [#notes]
    • <h2> ​Additional Resources [#additional-resources]
190/server/services/transport/lemonslice
  • <h1> Google Vertex AI [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Vertex AI LLM API Reference
    • <h2> Example Implementation
    • <h2> Vertex AI Documentation
    • <h2> Google Cloud Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Google Cloud Setup [#google-cloud-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Credentials JSON String [#with-credentials-json-string]
      • <h3> ​With Application Default Credentials [#with-application-default-credentials]
    • <h2> ​Notes [#notes]
160/server/services/llm/google-vertex
  • <h1> Deepgram [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Deepgram TTS API Reference
    • <h2> Example Implementation
    • <h2> SageMaker Example
    • <h2> Deepgram Documentation
    • <h2> Voice Models
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Deepgram Account Setup [#deepgram-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
      • <h3> ​AWS SageMaker Setup [#aws-sagemaker-setup]
    • <h2> ​Configuration [#configuration]
      • <h3> ​DeepgramTTSService [#deepgramttsservice]
      • <h3> ​DeepgramHttpTTSService [#deepgramhttpttsservice]
      • <h3> ​DeepgramSageMakerTTSService [#deepgramsagemakerttsservice]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​HTTP Service [#http-service]
      • <h3> ​SageMaker Service [#sagemaker-service]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
220/server/services/tts/deepgram
  • <h1> HeyGen [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> HeyGen Video API Reference
    • <h2> Example Implementation
    • <h2> HeyGen Documentation
    • <h2> HeyGen Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​HeyGen Account Setup [#heygen-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Session Request [#with-custom-session-request]
    • <h2> ​Notes [#notes]
150/server/services/video/heygen
  • <h1> Tavus [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Tavus Video API Reference
    • <h2> Example Implementation
    • <h2> Tavus Documentation
    • <h2> Tavus Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Tavus Account Setup [#tavus-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Persona [#with-custom-persona]
    • <h2> ​Notes [#notes]
150/server/services/video/tavus
  • <h1> PlivoFrameSerializer [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Plivo Serializer API Reference
    • <h2> Example Implementation
    • <h2> Plivo Documentation
    • <h2> Plivo Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Plivo Account Setup [#plivo-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
      • <h3> ​Required Configuration [#required-configuration]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​InputParams [#inputparams]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​Without Auto Hang-up [#without-auto-hang-up]
    • <h2> ​Notes [#notes]
180/server/services/serializers/plivo
  • <h1> WebSocket Transports [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> WebSocket Client API Reference
    • <h2> WebSocket Server API Reference
    • <h2> Example Implementation
    • <h2> WebSocket Protocol
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​WebSocket Application Setup [#websocket-application-setup]
      • <h3> ​Configuration Options [#configuration-options]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​WebsocketServerTransport [#websocketservertransport]
      • <h3> ​WebsocketServerParams [#websocketserverparams]
      • <h3> ​WebsocketClientTransport [#websocketclienttransport]
      • <h3> ​WebsocketClientParams [#websocketclientparams]
    • <h2> ​Usage [#usage]
    • <h2> ​Event Handlers [#event-handlers]
      • <h3> ​WebsocketServerTransport Events [#websocketservertransport-events]
      • <h3> ​WebsocketClientTransport Events [#websocketclienttransport-events]
    • <h2> ​Additional Resources [#additional-resources]
210/server/services/transport/websocket-server
  • <h1> OpenAI Image Generation [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> OpenAI Image Gen API Reference
    • <h2> OpenAI Documentation
    • <h2> OpenAI Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​OpenAI Account Setup [#openai-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Settings [#with-settings]
    • <h2> ​Notes [#notes]
150/server/services/image-generation/openai
  • <h1> Sentry Metrics [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Sentry Metrics API Reference
    • <h2> Example Implementation
    • <h2> Sentry Documentation
    • <h2> Sentry Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Sentry Account Setup [#sentry-account-setup]
      • <h3> ​Required Configuration [#required-configuration]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Multiple Services [#with-multiple-services]
    • <h2> ​Notes [#notes]
160/server/services/analytics/sentry
  • <h1> TelnyxFrameSerializer [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Telnyx Serializer API Reference
    • <h2> Example Implementation
    • <h2> Telnyx Documentation
    • <h2> Telnyx Portal
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Telnyx Account Setup [#telnyx-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
      • <h3> ​Required Configuration [#required-configuration]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​InputParams [#inputparams]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​Without Auto Hang-up [#without-auto-hang-up]
    • <h2> ​Notes [#notes]
180/server/services/serializers/telnyx
  • <h1> WhatsAppTransport [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> WhatsApp API Reference
    • <h2> WhatsApp Client Reference
    • <h2> Example Implementation
    • <h2> WhatsApp Business API Docs
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​WhatsApp Business API Setup [#whatsapp-business-api-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​WhatsAppClient [#whatsappclient]
    • <h2> ​Usage [#usage]
    • <h2> ​Notes [#notes]
    • <h2> ​Additional Resources [#additional-resources]
160/server/services/transport/whatsapp
  • <h1> Google [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Google STT API Reference
    • <h2> Example Implementation
    • <h2> Google Cloud Documentation
    • <h2> Google Cloud Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Google Cloud Setup [#google-cloud-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​GoogleSTTService [#googlesttservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Credentials JSON String [#with-credentials-json-string]
      • <h3> ​With Custom Parameters [#with-custom-parameters]
      • <h3> ​Updating Settings at Runtime [#updating-settings-at-runtime]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
200/server/services/stt/google
  • <h1> Azure [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Azure TTS API Reference
    • <h2> Example Implementation
    • <h2> Azure Speech Documentation
    • <h2> Voice Gallery
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Azure Account Setup [#azure-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​AzureTTSService [#azurettsservice]
      • <h3> ​AzureHttpTTSService [#azurehttpttsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Voice Customization [#with-voice-customization]
      • <h3> ​HTTP Service [#http-service]
    • <h2> ​Notes [#notes]
190/server/services/tts/azure
  • <h1> Resemble AI [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Resemble AI TTS API Reference
    • <h2> Example Implementation
    • <h2> Resemble AI Documentation
    • <h2> Sign up
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Resemble AI Account Setup [#resemble-ai-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​ResembleAITTSService [#resembleaittsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
180/server/services/tts/resembleai
  • <h1> Grok Realtime [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Grok Realtime API Reference
    • <h2> Example Implementation
    • <h2> Grok Voice Documentation
    • <h2> xAI Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​xAI Account Setup [#xai-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​GrokRealtimeLLMService [#grokrealtimellmservice]
      • <h3> ​Settings [#settings]
      • <h3> ​SessionProperties [#sessionproperties]
      • <h3> ​AudioConfiguration [#audioconfiguration]
      • <h3> ​Built-in Tools [#built-in-tools]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Session Configuration [#with-session-configuration]
      • <h3> ​With Built-in Tools [#with-built-in-tools]
      • <h3> ​Updating Settings at Runtime [#updating-settings-at-runtime]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
240/server/services/s2s/grok
  • <h1> Azure OpenAI Image Generation [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Azure Image Gen API Reference
    • <h2> Azure OpenAI Documentation
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Azure Account Setup [#azure-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
    • <h2> ​Notes [#notes]
130/server/services/image-generation/azure
  • <h1> Cartesia [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Cartesia STT API Reference
    • <h2> Example Implementation
    • <h2> Cartesia Documentation
    • <h2> Cartesia Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Cartesia Account Setup [#cartesia-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​CartesiaSTTService [#cartesiasttservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Options [#with-custom-options]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
180/server/services/stt/cartesia
  • <h1> ElevenLabs [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ElevenLabs TTS API Reference
    • <h2> Example Implementation
    • <h2> ElevenLabs Documentation
    • <h2> Voice Library
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
    • <h2> ​Configuration [#configuration]
      • <h3> ​ElevenLabsTTSService [#elevenlabsttsservice]
      • <h3> ​ElevenLabsHttpTTSService [#elevenlabshttpttsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Voice Customization [#with-voice-customization]
      • <h3> ​Updating Settings at Runtime [#updating-settings-at-runtime]
      • <h3> ​HTTP Service [#http-service]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
190/server/services/tts/elevenlabs
  • <h1> Google [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Google TTS API Reference
    • <h2> Example Implementation
    • <h2> Google Cloud Documentation
    • <h2> Voice Gallery
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Google Cloud Setup [#google-cloud-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​GoogleTTSService [#googlettsservice]
      • <h3> ​GoogleHttpTTSService [#googlehttpttsservice]
      • <h3> ​GeminiTTSService [#geminittsservice]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup (Streaming) [#basic-setup-streaming]
      • <h3> ​HTTP Service with SSML [#http-service-with-ssml]
      • <h3> ​Gemini TTS with Style Prompt [#gemini-tts-with-style-prompt]
    • <h2> ​Notes [#notes]
190/server/services/tts/google
  • <h1> Azure [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Azure STT API Reference
    • <h2> Example Implementation
    • <h2> Azure Speech Documentation
    • <h2> Azure Portal
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Azure Account Setup [#azure-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Language [#with-custom-language]
    • <h2> ​Notes [#notes]
160/server/services/stt/azure
  • <h1> SambaNova (Whisper) [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> SambaNova STT API Reference
    • <h2> Example Implementation
    • <h2> SambaNova Documentation
    • <h2> SambaNova Cloud
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​SambaNova Account Setup [#sambanova-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​SambaNovaSTTService [#sambanovasttservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Configuration [#with-custom-configuration]
    • <h2> ​Notes [#notes]
170/server/services/stt/sambanova
  • <h1> Inworld [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Inworld TTS API Reference
    • <h2> Example Implementation (Websockets)
    • <h2> Inworld Documentation
    • <h2> Inworld Portal
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Inworld Account Setup [#inworld-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​InworldTTSService [#inworldttsservice]
      • <h3> ​InworldHttpTTSService [#inworldhttpttsservice]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup (WebSocket) [#basic-setup-websocket]
      • <h3> ​With Custom Settings [#with-custom-settings]
      • <h3> ​HTTP Service [#http-service]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
190/server/services/tts/inworld
  • <h1> Google Gemini [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Gemini LLM API Reference
    • <h2> Example Implementation
    • <h2> Gemini Documentation
    • <h2> Google AI Studio
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Google Gemini Setup [#google-gemini-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
      • <h3> ​GoogleThinkingConfig [#googlethinkingconfig]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
      • <h3> ​With Thinking Configuration [#with-thinking-configuration]
      • <h3> ​Updating Settings at Runtime [#updating-settings-at-runtime]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
200/server/services/llm/google
  • <h1> Mem0 [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Mem0 Memory API Reference
    • <h2> Example Implementation
    • <h2> Mem0 Documentation
    • <h2> Mem0 Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Mem0 Account Setup [#mem0-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
      • <h3> ​Configuration Options [#configuration-options]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​InputParams [#inputparams]
    • <h2> ​Usage [#usage]
      • <h3> ​Cloud API Setup [#cloud-api-setup]
      • <h3> ​With Custom Parameters [#with-custom-parameters]
      • <h3> ​Local Configuration [#local-configuration]
    • <h2> ​Notes [#notes]
190/server/services/memory/mem0
  • <h1> Rime [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Rime TTS API Reference
    • <h2> Example Implementation
    • <h2> Rime Documentation
    • <h2> Voice Models
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Rime Account Setup [#rime-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​RimeTTSService [#rimettsservice]
      • <h3> ​RimeHttpTTSService [#rimehttpttsservice]
      • <h3> ​RimeNonJsonTTSService [#rimenonjsonttsservice]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup (WebSocket) [#basic-setup-websocket]
      • <h3> ​With Customization (WebSocket) [#with-customization-websocket]
      • <h3> ​HTTP Service [#http-service]
      • <h3> ​Non-JSON WebSocket (Arcana) [#non-json-websocket-arcana]
    • <h2> ​Customizing Speech [#customizing-speech]
      • <h3> ​SPELL(text: str) -> str: [#spell-text-str->-str]
      • <h3> ​PAUSE_TAG(seconds: float) -> str: [#pause_tag-seconds-float->-str]
      • <h3> ​PRONOUNCE(self, text: str, word: str, phoneme: str) -> str: [#pronounce-self-text-str-word-str-phoneme-str->-str]
      • <h3> ​INLINE_SPEED(self, text: str, speed: float) -> str: [#inline_speed-self-text-str-speed-float->-str]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
260/server/services/tts/rime
  • <h1> Azure [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Azure LLM API Reference
    • <h2> Example Implementation
    • <h2> Azure OpenAI Documentation
    • <h2> Azure Portal
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Azure OpenAI Setup [#azure-openai-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
      • <h3> ​Updating Settings at Runtime [#updating-settings-at-runtime]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
180/server/services/llm/azure
  • <h1> NVIDIA Riva [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> NVIDIA Riva TTS API Reference
    • <h2> Example Implementation
    • <h2> NVIDIA Riva Documentation
    • <h2> NVIDIA Developer Portal
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​NVIDIA Riva Setup [#nvidia-riva-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​NvidiaTTSService [#nvidiattsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Voice and Quality [#with-custom-voice-and-quality]
    • <h2> ​Notes [#notes]
170/server/services/tts/nvidia
  • <h1> AWS Nova Sonic [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> AWS Nova Sonic API Reference
    • <h2> Example Implementation
    • <h2> AWS Bedrock Documentation
    • <h2> AWS Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​AWS Account Setup [#aws-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​AWSNovaSonicLLMService [#awsnovasonicllmservice]
      • <h3> ​Settings [#settings]
      • <h3> ​AudioConfig [#audioconfig]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Settings [#with-settings]
      • <h3> ​With Function Calling [#with-function-calling]
    • <h2> ​Notes [#notes]
200/server/services/s2s/aws
  • <h1> Cerebras [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Cerebras LLM API Reference
    • <h2> Example Implementation
    • <h2> Cerebras Documentation
    • <h2> Cerebras Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Cerebras Account Setup [#cerebras-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
    • <h2> ​Notes [#notes]
160/server/services/llm/cerebras
  • <h1> ExotelFrameSerializer [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Exotel Serializer API Reference
    • <h2> Example Implementation
    • <h2> Exotel Documentation
    • <h2> Exotel Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Exotel Account Setup [#exotel-account-setup]
      • <h3> ​Required Configuration [#required-configuration]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​InputParams [#inputparams]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
    • <h2> ​Notes [#notes]
160/server/services/serializers/exotel
  • <h1> OpenRouter [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> OpenRouter LLM API Reference
    • <h2> Example Implementation
    • <h2> OpenRouter Documentation
    • <h2> OpenRouter Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​OpenRouter Account Setup [#openrouter-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With a Different Provider Model [#with-a-different-provider-model]
    • <h2> ​Notes [#notes]
160/server/services/llm/openrouter
  • <h1> fal [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Fal Image Gen API Reference
    • <h2> Example Implementation
    • <h2> fal Documentation
    • <h2> fal Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​fal Account Setup [#fal-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
    • <h2> ​Notes [#notes]
160/server/services/image-generation/fal
  • <h1> XTTS [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> XTTS API Reference
    • <h2> Example Implementation
    • <h2> XTTS Repository
    • <h2> Voice Cloning
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​XTTS Server Setup [#xtts-server-setup]
      • <h3> ​Required Configuration [#required-configuration]
    • <h2> ​Configuration [#configuration]
      • <h3> ​XTTSService [#xttsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Language Configuration [#with-language-configuration]
    • <h2> ​Notes [#notes]
170/server/services/tts/xtts
  • <h1> Simli [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Simli Video API Reference
    • <h2> Example Implementation
    • <h2> Simli Documentation
    • <h2> Simli Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Simli Account Setup [#simli-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​InputParams [#inputparams]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Session Configuration [#with-session-configuration]
      • <h3> ​Using Settings (Alternative) [#using-settings-alternative]
    • <h2> ​Notes [#notes]
170/server/services/video/simli
  • <h1> FastAPIWebsocketTransport [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> FastAPI WebSocket API Reference
    • <h2> Example Implementation
    • <h2> FastAPI Documentation
    • <h2> Telephony Serializers
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​FastAPI Application Setup [#fastapi-application-setup]
      • <h3> ​Configuration Options [#configuration-options]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​FastAPIWebsocketTransport [#fastapiwebsockettransport]
      • <h3> ​FastAPIWebsocketParams [#fastapiwebsocketparams]
    • <h2> ​Usage [#usage]
    • <h2> ​Event Handlers [#event-handlers]
      • <h3> ​Events Summary [#events-summary]
      • <h3> ​Connection Lifecycle [#connection-lifecycle]
    • <h2> ​Additional Resources [#additional-resources]
190/server/services/transport/fastapi-websocket
  • <h1> Fireworks AI [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Fireworks LLM API Reference
    • <h2> Example Implementation
    • <h2> Fireworks Documentation
    • <h2> Fireworks Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Fireworks AI Account Setup [#fireworks-ai-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
    • <h2> ​Notes [#notes]
160/server/services/llm/fireworks
  • <h1> Ultravox Realtime [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Ultravox Realtime API Reference
    • <h2> Example Implementation
    • <h2> Ultravox Documentation
    • <h2> Ultravox Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Ultravox Account Setup [#ultravox-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​UltravoxRealtimeLLMService [#ultravoxrealtimellmservice]
      • <h3> ​Settings [#settings]
      • <h3> ​Input Parameter Types [#input-parameter-types]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup with Agent [#basic-setup-with-agent]
      • <h3> ​One-Shot Call [#one-shot-call]
      • <h3> ​One-Shot with Tools [#one-shot-with-tools]
      • <h3> ​Join Existing Call [#join-existing-call]
      • <h3> ​Switching Output Medium at Runtime [#switching-output-medium-at-runtime]
    • <h2> ​Notes [#notes]
220/server/services/s2s/ultravox
  • <h1> Groq [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Groq LLM API Reference
    • <h2> Example Implementation
    • <h2> Groq Documentation
    • <h2> Groq Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Groq Account Setup [#groq-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
    • <h2> ​Notes [#notes]
160/server/services/llm/groq
  • <h1> Gemini Live Vertex AI [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Gemini Live Vertex API Reference
    • <h2> Example Implementation
    • <h2> Vertex AI Gemini Documentation
    • <h2> Gemini Live Model Card
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Google Cloud Setup [#google-cloud-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​GeminiLiveVertexLLMService [#geminilivevertexllmservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup with Service Account Credentials [#basic-setup-with-service-account-credentials]
      • <h3> ​With Credentials File [#with-credentials-file]
      • <h3> ​Using Application Default Credentials (ADC) [#using-application-default-credentials-adc]
      • <h3> ​With Settings [#with-settings]
    • <h2> ​Notes [#notes]
200/server/services/s2s/gemini-live-vertex
  • <h1> SambaNova [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> SambaNova LLM API Reference
    • <h2> Example Implementation
    • <h2> SambaNova Documentation
    • <h2> SambaNova Cloud
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​SambaNova Account Setup [#sambanova-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
    • <h2> ​Notes [#notes]
160/server/services/llm/sambanova
  • <h1> Anthropic [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Anthropic LLM API Reference
    • <h2> Example Implementation
    • <h2> Anthropic Documentation
    • <h2> Anthropic Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Anthropic Account Setup [#anthropic-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
      • <h3> ​AnthropicThinkingConfig [#anthropicthinkingconfig]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
      • <h3> ​With Extended Thinking [#with-extended-thinking]
      • <h3> ​Updating Settings at Runtime [#updating-settings-at-runtime]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
200/server/services/llm/anthropic
  • <h1> Cartesia [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Cartesia TTS API Reference
    • <h2> Example Implementation
    • <h2> Cartesia Documentation
    • <h2> Voice Library
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Cartesia Account Setup [#cartesia-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​CartesiaTTSService [#cartesiattsservice]
      • <h3> ​CartesiaHttpTTSService [#cartesiahttpttsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Sonic-3 Generation Config [#with-sonic-3-generation-config]
      • <h3> ​HTTP Service [#http-service]
    • <h2> ​Customizing Speech [#customizing-speech]
      • <h3> ​SPELL(text: str) -> str: [#spell-text-str->-str]
      • <h3> ​EMOTION_TAG(emotion: CartesiaEmotion) -> str: [#emotion_tag-emotion-cartesiaemotion->-str]
      • <h3> ​PAUSE_TAG(seconds: float) -> str: [#pause_tag-seconds-float->-str]
      • <h3> ​VOLUME_TAG(volume: float) -> str: [#volume_tag-volume-float->-str]
      • <h3> ​SPEED_TAG(speed: float) -> str: [#speed_tag-speed-float->-str]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
260/server/services/tts/cartesia
  • <h1> AWS Polly [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> AWS Polly API Reference
    • <h2> Example Implementation
    • <h2> AWS Polly Documentation
    • <h2> Voice Samples
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​AWS Account Setup [#aws-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​AWSPollyTTSService [#awspollyttsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Voice Customization [#with-voice-customization]
    • <h2> ​Notes [#notes]
170/server/services/tts/aws
  • <h1> Deepgram [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Deepgram STT API Reference
    • <h2> Deepgram Flux API Reference
    • <h2> Standard STT Example
    • <h2> Flux STT Example
    • <h2> SageMaker Example
    • <h2> Deepgram Documentation
    • <h2> Deepgram Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Deepgram Account Setup [#deepgram-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
      • <h3> ​AWS SageMaker Setup [#aws-sagemaker-setup]
    • <h2> ​DeepgramSTTService [#deepgramsttservice]
      • <h3> ​Settings [#settings]
      • <h3> ​Usage [#usage]
      • <h3> ​Notes [#notes]
      • <h3> ​Event Handlers [#event-handlers]
    • <h2> ​DeepgramFluxSTTService [#deepgramfluxsttservice]
      • <h3> ​Settings [#settings-2]
      • <h3> ​Usage [#usage-2]
      • <h3> ​Notes [#notes-2]
      • <h3> ​Event Handlers [#event-handlers-2]
    • <h2> ​DeepgramSageMakerSTTService [#deepgramsagemakersttservice]
      • <h3> ​Settings [#settings-3]
      • <h3> ​Usage [#usage-3]
      • <h3> ​Notes [#notes-3]
      • <h3> ​Event Handlers [#event-handlers-3]
290/server/services/stt/deepgram
  • <h1> Async [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> AsyncAI TTS API Reference
    • <h2> Example Implementation
    • <h2> Async Documentation
    • <h2> Voice Models
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Async Account Setup [#async-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​AsyncAITTSService [#asyncaittsservice]
      • <h3> ​AsyncAIHttpTTSService [#asyncaihttpttsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Language Customization [#with-language-customization]
      • <h3> ​HTTP Service [#http-service]
    • <h2> ​Event Handlers [#event-handlers]
190/server/services/tts/asyncai
  • <h1> Gemini Live [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Gemini Live API Reference
    • <h2> Example Implementation
    • <h2> Gemini Documentation
    • <h2> Gemini Live Model Card
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Google AI Setup [#google-ai-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
      • <h3> ​Key Features [#key-features]
    • <h2> ​Configuration [#configuration]
      • <h3> ​GeminiLiveLLMService [#geminilivellmservice]
      • <h3> ​Settings [#settings]
      • <h3> ​GeminiVADParams [#geminivadparams]
      • <h3> ​ContextWindowCompressionParams [#contextwindowcompressionparams]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Settings [#with-settings]
      • <h3> ​Text-Only Mode [#text-only-mode]
      • <h3> ​With Thinking Enabled [#with-thinking-enabled]
    • <h2> ​Notes [#notes]
220/server/services/s2s/gemini-live
  • <h1> Speechmatics [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Speechmatics TTS API Reference
    • <h2> Example Implementation
    • <h2> Speechmatics Documentation
    • <h2> Speechmatics Portal
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Speechmatics Account Setup [#speechmatics-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​SpeechmaticsTTSService [#speechmaticsttsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Settings [#with-custom-settings]
    • <h2> ​Notes [#notes]
170/server/services/tts/speechmatics
  • <h1> Gradium [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Gradium TTS API Reference
    • <h2> Example Implementation
    • <h2> Gradium Documentation
    • <h2> Gradium Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Gradium Account Setup [#gradium-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​GradiumTTSService [#gradiumttsservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Custom Configuration [#with-custom-configuration]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
180/server/services/tts/gradium
  • <h1> Sarvam [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Sarvam STT API Reference
    • <h2> Example Implementation
    • <h2> Sarvam Documentation
    • <h2> Sarvam AI Platform
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Sarvam AI Account Setup [#sarvam-ai-account-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​SarvamSTTService [#sarvamsttservice]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Language and Model Configuration [#with-language-and-model-configuration]
      • <h3> ​With Server-Side VAD [#with-server-side-vad]
    • <h2> ​Notes [#notes]
    • <h2> ​Event Handlers [#event-handlers]
190/server/services/stt/sarvam
  • <h1> Moondream [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Moondream Vision API Reference
    • <h2> Example Implementation
    • <h2> Moondream Documentation
    • <h2> Hugging Face Model
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Local Model Setup [#local-model-setup]
      • <h3> ​Hardware Acceleration [#hardware-acceleration]
      • <h3> ​Configuration Options [#configuration-options]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Settings and CPU Override [#with-settings-and-cpu-override]
    • <h2> ​Notes [#notes]
170/server/services/vision/moondream
  • <h1> WhatsApp Business Calling API [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​Pipecat Cloud–Specific Setup [#pipecat-cloud–specific-setup]
      • <h3> ​Configure Webhook for Pipecat Cloud [#configure-webhook-for-pipecat-cloud]
      • <h3> ​Pipecat Cloud Secrets [#pipecat-cloud-secrets]
      • <h3> ​Example [#example]
    • <h2> ​Full demo [#full-demo]
    • <h2> Demo
      • <h3> ​Testing Calls [#testing-calls]
      • <h3> ​Troubleshooting [#troubleshooting]
100/deployment/pipecat-cloud/guides/whatsapp
  • <h1> Google Imagen [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> Google Imagen API Reference
    • <h2> Example Implementation
    • <h2> Google Imagen Documentation
    • <h2> Google Cloud Console
    • <h2> ​Installation [#installation]
    • <h2> ​Prerequisites [#prerequisites]
      • <h3> ​Google Cloud Setup [#google-cloud-setup]
      • <h3> ​Required Environment Variables [#required-environment-variables]
    • <h2> ​Configuration [#configuration]
      • <h3> ​Settings [#settings]
    • <h2> ​Usage [#usage]
      • <h3> ​Basic Setup [#basic-setup]
      • <h3> ​With Settings [#with-settings]
    • <h2> ​Notes [#notes]
160/server/services/image-generation/google
  • <h1> CI with GitHub Actions [#page-title]
    • <h2> ​Prerequisites [#prerequisites]
    • <h2> ​Configure GitHub Secrets [#configure-github-secrets]
    • <h2> ​Basic Workflow Configuration [#basic-workflow-configuration]
    • <h2> ​Image Tagging [#image-tagging]
    • <h2> ​Monorepo Configuration [#monorepo-configuration]
    • <h2> ​Platform and Build Behavior [#platform-and-build-behavior]
    • <h2> ​Customizing Deployment [#customizing-deployment]
    • <h2> ​Deploying a Pre-built Image [#deploying-a-pre-built-image]
    • <h2> ​Next Steps [#next-steps]
    • <h2> Secrets Management
    • <h2> Scaling Configuration
120/deployment/pipecat-cloud/guides/ci-with-github-actions
  • <h1> Krisp VIVA Voice Isolation [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​Enabling Krisp VIVA [#enabling-krisp-viva]
      • <h3> ​1. Use the Pipecat Base Image [#1-use-the-pipecat-base-image]
      • <h3> ​2. Add the KrispVivaFilter() to Your Transport [#2-add-the-krispvivafilter-to-your-transport]
      • <h3> ​3. Enable Krisp VIVA in Your Deployment [#3-enable-krisp-viva-in-your-deployment]
    • <h2> ​Testing Your Integration [#testing-your-integration]
    • <h2> ​Pricing [#pricing]
    • <h2> ​Local Development [#local-development]
    • <h2> ​Troubleshooting [#troubleshooting]
100/deployment/pipecat-cloud/guides/krisp-viva
  • <h1> Daily WebRTC [#page-title]
    • <h2> ​Using an Integrated Daily API Key [#using-an-integrated-daily-api-key]
    • <h2> ​Using Daily with Pipecat Cloud Agents [#using-daily-with-pipecat-cloud-agents]
      • <h3> ​Starting an Agent with Daily Transport [#starting-an-agent-with-daily-transport]
      • <h3> ​Using Your Own Daily API Key [#using-your-own-daily-api-key]
    • <h2> ​WebRTC vs. WebSockets for Voice AI [#webrtc-vs-websockets-for-voice-ai]
    • <h2> ​How it Works [#how-it-works]
    • <h2> ​Next Steps [#next-steps]
    • <h2> Daily WebRTC docs
    • <h2> DailyTransport Pipecat Docs
    • <h2> Pipecat Examples
110/deployment/pipecat-cloud/guides/daily-webrtc
  • <h1> Smart Turn Detection [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> GitHub Repository
    • <h2> Model weights
    • <h2> ​Key Benefits [#key-benefits]
    • <h2> ​Quick Start [#quick-start]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Training Data Collection [#training-data-collection]
    • <h2> Data Collector
    • <h2> Data Classifier
    • <h2> ​More information [#more-information]
    • <h2> Smart Turn Overview
120/deployment/pipecat-cloud/guides/smart-turn
  • <h1> AWS ECR [#page-title]
    • <h2> ​Authenticate Docker [#authenticate-docker]
    • <h2> ​Configure Image Pull Secrets [#configure-image-pull-secrets]
    • <h2> ​Configure Your Deployment [#configure-your-deployment]
    • <h2> ​Build and Push to ECR [#build-and-push-to-ecr]
    • <h2> ​Deploy Your Agent [#deploy-your-agent]
    • <h2> ​Automatic Token Refresh (Required) [#automatic-token-refresh-required]
    • <h2> ​Operational Considerations [#operational-considerations]
80/deployment/pipecat-cloud/guides/container-registries/aws-ecr
  • <h1> Cloud Builds [#page-title]
    • <h2> ​Prerequisites [#prerequisites]
    • <h2> ​Quick start [#quick-start]
    • <h2> ​Dockerfile requirement [#dockerfile-requirement]
    • <h2> ​How it works [#how-it-works]
    • <h2> ​Build caching [#build-caching]
      • <h3> ​Exclusion patterns [#exclusion-patterns]
    • <h2> ​CI/CD usage [#ci/cd-usage]
      • <h3> ​GitHub Actions example [#github-actions-example]
    • <h2> ​Build management [#build-management]
      • <h3> ​Redeploying a previous build [#redeploying-a-previous-build]
    • <h2> ​Configuration reference [#configuration-reference]
    • <h2> ​Next steps [#next-steps]
    • <h2> Agent Images
    • <h2> CI with GitHub Actions
    • <h2> Container Registries
    • <h2> Build CLI Reference
170/deployment/pipecat-cloud/guides/cloud-builds
  • <h1> GCP Artifact Registry [#page-title]
    • <h2> ​Authenticate Docker [#authenticate-docker]
    • <h2> ​Configure Image Pull Secrets [#configure-image-pull-secrets]
    • <h2> ​Configure Your Deployment [#configure-your-deployment]
    • <h2> ​Build and Push to Artifact Registry [#build-and-push-to-artifact-registry]
    • <h2> ​Deploy Your Agent [#deploy-your-agent]
    • <h2> ​Configuration Reference [#configuration-reference]
70/deployment/pipecat-cloud/guides/container-registries/gcp-artifact-registry
  • <h1> Capacity Planning [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​Agent Types [#agent-types]
    • <h2> ​Understanding Warm Capacity [#understanding-warm-capacity]
    • <h2> ​Agent Cooldown [#agent-cooldown]
    • <h2> ​Planning for Traffic Patterns [#planning-for-traffic-patterns]
    • <h2> ​Cost-Efficient Scaling Strategies [#cost-efficient-scaling-strategies]
    • <h2> ​Calculating Optimal Reserved Agents [#calculating-optimal-reserved-agents]
      • <h3> ​Growth Rate Examples [#growth-rate-examples]
      • <h3> ​Call Center Example [#call-center-example]
      • <h3> ​Understanding the Growth Rate Approach [#understanding-the-growth-rate-approach]
      • <h3> ​Trading Cost for Performance [#trading-cost-for-performance]
    • <h2> ​Summary and Next Steps [#summary-and-next-steps]
    • <h2> Explore Scaling Options
    • <h2> Deploy Your Agent
150/deployment/pipecat-cloud/guides/capacity-planning
  • <h1> Session API [#page-title]
    • <h2> ​How It Works [#how-it-works]
    • <h2> ​Endpoint Format [#endpoint-format]
      • <h3> ​Supported Methods [#supported-methods]
    • <h2> ​Authentication [#authentication]
    • <h2> ​Setting Up Your Bot [#setting-up-your-bot]
    • <h2> ​Examples [#examples]
      • <h3> ​Get Session Status [#get-session-status]
      • <h3> ​Update Conversation Context [#update-conversation-context]
      • <h3> ​Trigger an Action [#trigger-an-action]
    • <h2> ​Important Notes [#important-notes]
    • <h2> ​Getting Help [#getting-help]
120/deployment/pipecat-cloud/guides/session-api
  • <h1> Docker Hub [#page-title]
    • <h2> ​Create a Docker Hub Access Token [#create-a-docker-hub-access-token]
    • <h2> ​Configure Image Pull Secrets [#configure-image-pull-secrets]
    • <h2> ​Configure Your Deployment [#configure-your-deployment]
    • <h2> ​Build and Push to Docker Hub [#build-and-push-to-docker-hub]
    • <h2> ​Deploy Your Agent [#deploy-your-agent]
    • <h2> ​Making Repositories Private [#making-repositories-private]
70/deployment/pipecat-cloud/guides/container-registries/docker-hub
  • <h1> Regions [#page-title]
    • <h2> ​Available Regions [#available-regions]
    • <h2> ​Regional Requirements [#regional-requirements]
    • <h2> ​Regional WebSocket Endpoints [#regional-websocket-endpoints]
      • <h3> ​Default Endpoint [#default-endpoint]
      • <h3> ​Regional Endpoints [#regional-endpoints]
    • <h2> ​Setting a Default Region [#setting-a-default-region]
    • <h2> ​Deploying an Agent to a Region [#deploying-an-agent-to-a-region]
      • <h3> ​Step 1: Create a Secret Set [#step-1-create-a-secret-set]
      • <h3> ​Step 2: Create a Deployment Configuration [#step-2-create-a-deployment-configuration]
      • <h3> ​Step 3: Deploy Your Agent [#step-3-deploy-your-agent]
    • <h2> ​Deploying to Multiple Regions [#deploying-to-multiple-regions]
    • <h2> ​Learn More [#learn-more]
130/deployment/pipecat-cloud/guides/regions
  • <h1> Managed API Keys [#page-title]
    • <h2> ​Overview [#overview]
    • <h2> ​Supported Services [#supported-services]
    • <h2> ​Pricing [#pricing]
    • <h2> ​How to Use Managed Keys [#how-to-use-managed-keys]
      • <h3> ​Enable in Deployment Configuration [#enable-in-deployment-configuration]
      • <h3> ​Update Your Code [#update-your-code]
    • <h2> ​Getting Help [#getting-help]
80/deployment/pipecat-cloud/guides/managed-api-keys
  • <h1> PipecatClient Constructor [#page-title]
    • <h2> ​Example [#example]
    • <h2> ​API reference [#api-reference]
      • <h3> ​transport [#transport]
      • <h3> ​callbacks [#callbacks]
      • <h3> ​Media Initialization [#media-initialization]
60/client/js/api-reference/client-constructor
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External URLs

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https://portal.telnyx.com/1/server/services/serializers/telnyx
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reference-server.pipecat.aiNo cache headers1---
docs-android.rtvi.aiCache-Control + ETag + Last-Modified10 s 0 s 0 s
docs-ios.pipecat.aiCache-Control + ETag + Last-Modified10 s 0 s 0 s
reference-server.pipecat.aiCache-Control + ETag + Last-Modified120 min20 min20 min

HTTP Caching by domain and content type

DomainContent typeCache typeURLs 🔽AVG lifetimeMIN lifetimeMAX lifetime
docs.pipecat.aiHTMLCache-Control2820 s 0 s 0 s
docs.pipecat.aiRedirectCache-Control40 s 0 s 0 s
docs-android.rtvi.aiHTMLCache-Control + ETag + Last-Modified10 s 0 s 0 s
reference-server.pipecat.aiHTMLCache-Control + ETag + Last-Modified120 min20 min20 min
docs-ios.pipecat.aiHTMLCache-Control + ETag + Last-Modified10 s 0 s 0 s
reference-server.pipecat.aiRedirectNo cache headers1---

DNS info

DNS resolving tree
docs.pipecat.ai
  cname.vercel-dns.com
    IPv4: cname.vercel-dns.com.
    IPv4: 76.76.21.98
    IPv4: 66.33.60.67
DNS server: 127.0.0.53

SSL/TLS info

InfoText
IssuerC = US, O = Let's Encrypt, CN = R12
SubjectCN = docs.pipecat.ai
Valid fromFeb  5 20:21:02 2026 GMT (VALID already 46.8 day(s))
Valid toMay  6 20:21:01 2026 GMT (VALID still for 43.2 day(s))
Supported protocolsTLSv1.2, TLSv1.3
RAW certificate outputCertificate:
    Data:
        Version: 3 (0x2)
        Serial Number:
            05:c7:74:68:ce:11:ef:63:4d:16:05:22:ab:f0:ae:af:0c:35
        Signature Algorithm: sha256WithRSAEncryption
        Issuer: C = US, O = Let's Encrypt, CN = R12
        Validity
            Not Before: Feb  5 20:21:02 2026 GMT
            Not After : May  6 20:21:01 2026 GMT
        Subject: CN = docs.pipecat.ai
        Subject Public Key Info:
            Public Key Algorithm: rsaEncryption
                Public-Key: (2048 bit)
                Modulus:
                    00:cb:20:e3:30:6e:20:9d:7d:89:02:64:cd:c4:ec:
                    83:e4:7f:dd:09:c3:63:88:9c:f4:ba:ec:2d:7a:72:
                    87:a3:6f:ce:30:00:17:65:f2:77:5e:c2:c5:82:ab:
                    04:5b:81:44:7e:ab:12:51:5f:82:50:0c:9b:e2:eb:
                    41:71:61:db:25:64:a0:f2:42:4b:59:d7:b5:91:2a:
                    1b:a1:48:15:84:29:62:a9:7c:d2:f7:67:36:52:cc:
                    73:6b:da:77:e5:a5:db:c2:6c:56:bc:b6:e6:7f:27:
                    39:85:64:08:db:af:4e:a3:42:9e:17:9e:c5:5e:ec:
                    0a:db:dc:e8:61:00:5f:9b:be:8a:b9:83:a5:3b:47:
                    6e:3d:73:44:50:f9:9d:5c:3e:01:64:8a:80:09:ce:
                    e2:f8:d8:7c:5f:3b:a6:bb:56:f9:1c:47:86:20:e4:
                    b9:cd:4b:05:59:b6:6e:c8:f4:9a:09:8d:94:de:96:
                    2a:b8:35:79:a4:50:9f:04:4e:2c:c2:59:f8:67:cd:
                    3c:75:0c:c2:1e:02:ed:24:40:24:30:7f:78:ed:1b:
                    a5:b6:29:f5:1d:90:7b:34:75:c9:af:18:34:25:fe:
                    22:24:01:5e:ec:12:01:aa:4b:53:ea:2f:59:37:e6:
                    fe:0c:1b:5b:cc:1f:5f:bf:04:c7:8e:b2:a7:59:13:
                    61:6f
                Exponent: 65537 (0x10001)
        X509v3 extensions:
            X509v3 Key Usage: critical
                Digital Signature, Key Encipherment
            X509v3 Extended Key Usage: 
                TLS Web Server Authentication, TLS Web Client Authentication
            X509v3 Basic Constraints: critical
                CA:FALSE
            X509v3 Subject Key Identifier: 
                10:35:1F:23:3D:2F:42:09:DF:01:41:A2:8F:68:0C:D0:71:E2:29:B6
            X509v3 Authority Key Identifier: 
                00:B5:29:F2:2D:8E:6F:31:E8:9B:4C:AD:78:3E:FA:DC:E9:0C:D1:D2
            Authority Information Access: 
                CA Issuers - URI:http://r12.i.lencr.org/
            X509v3 Subject Alternative Name: 
                DNS:docs.pipecat.ai
            X509v3 Certificate Policies: 
                Policy: 2.23.140.1.2.1
            X509v3 CRL Distribution Points: 
                Full Name:
                  URI:http://r12.c.lencr.org/54.crl
            CT Precertificate SCTs: 
                Signed Certificate Timestamp:
                    Version   : v1 (0x0)
                    Log ID    : 0E:57:94:BC:F3:AE:A9:3E:33:1B:2C:99:07:B3:F7:90:
                                DF:9B:C2:3D:71:32:25:DD:21:A9:25:AC:61:C5:4E:21
                    Timestamp : Feb  5 21:19:32.050 2026 GMT
                    Extensions: none
                    Signature : ecdsa-with-SHA256
                                30:46:02:21:00:C5:95:34:15:47:19:05:85:3C:8D:F8:
                                39:49:DF:70:94:9B:D0:9E:94:E7:39:34:E8:CE:4F:80:
                                A4:75:59:A0:08:02:21:00:F9:CD:11:2D:34:5E:70:02:
                                D2:72:77:8C:62:1D:DB:79:99:93:44:0B:60:B2:F8:27:
                                89:6F:0A:00:60:E8:4E:11
                Signed Certificate Timestamp:
                    Version   : v1 (0x0)
                    Log ID    : A5:C9:78:92:5D:57:46:17:82:87:0D:D8:89:66:0B:5C:
                                55:64:8B:7D:00:40:F2:EC:07:68:51:D1:88:69:19:F7
                    Timestamp : Feb  5 21:19:32.830 2026 GMT
                    Extensions: 00:00:05:00:31:42:6C:37
                    Signature : ecdsa-with-SHA256
                                30:45:02:21:00:F1:16:2E:65:70:D7:22:DF:CD:50:41:
                                27:86:6E:5F:BE:08:34:5C:2D:C2:49:18:C9:6B:0E:8A:
                                6B:E6:3D:38:83:02:20:52:64:D9:90:66:8B:9A:57:8B:
                                13:0B:CF:39:A6:30:DE:B3:A4:AA:AD:C0:E1:9C:2C:D2:
                                E4:E2:5C:1A:D9:43:85
    Signature Algorithm: sha256WithRSAEncryption
    Signature Value:
        92:6d:1f:62:2d:cd:b6:65:1e:0f:6e:e1:a5:ca:e4:1d:ac:3b:
        d1:63:cd:44:e8:33:f5:a7:58:0b:91:a0:d9:4a:ba:f1:0c:6c:
        0c:ae:9e:2e:d4:01:f6:8a:e8:af:37:ca:7e:b3:6c:65:f1:33:
        ec:04:fe:44:af:22:8d:42:fb:4e:cf:ac:35:a4:fe:3d:6e:0e:
        74:74:b1:a7:3c:67:ed:7d:65:e4:fe:b8:84:59:a7:70:4a:a4:
        5f:b3:08:36:b9:e8:a1:34:9e:3e:3a:3b:94:37:01:ce:d8:a5:
        21:8a:28:6d:42:4e:f7:fb:9b:8f:a2:e0:75:48:b4:be:eb:b9:
        13:68:bb:5c:ea:77:8b:f1:38:b2:ad:21:6f:6a:4f:79:d5:29:
        36:22:a2:31:a5:79:56:4b:0a:49:e0:6d:0d:c9:fe:fe:11:b4:
        82:7b:04:85:4c:dd:d2:f7:d1:94:9c:67:a1:23:38:5b:a1:4b:
        f8:64:ef:e8:10:37:30:c5:b7:55:1e:32:2d:bb:e1:f0:20:e0:
        c7:c8:b9:3a:84:d1:60:7d:03:18:70:d1:95:fc:3c:24:e2:f2:
        09:5e:3d:3b:84:0a:c8:82:1f:ee:a9:10:10:5b:e1:f8:99:06:
        47:dc:d2:6f:e6:14:8c:c8:50:5e:0e:04:89:a6:19:c4:2c:d0:
        f5:1a:66:48
RAW protocols output
=== ssl2 ===
s_client: Unknown option: -ssl2
s_client: Use -help for summary.

=== ssl3 ===
s_client: Unknown option: -ssl3
s_client: Use -help for summary.

=== tls1 ===
402701E4667C0000:error:0A0000BF:SSL routines:tls_setup_handshake:no protocols available:../ssl/statem/statem_lib.c:104:
CONNECTED(00000003)
---
no peer certificate available
---
No client certificate CA names sent
---
SSL handshake has read 0 bytes and written 7 bytes
Verification: OK
---
New, (NONE), Cipher is (NONE)
Secure Renegotiation IS NOT supported
Compression: NONE
Expansion: NONE
No ALPN negotiated
Early data was not sent
Verify return code: 0 (ok)
---

=== tls1_1 ===
4017D8EA757F0000:error:0A0000BF:SSL routines:tls_setup_handshake:no protocols available:../ssl/statem/statem_lib.c:104:
CONNECTED(00000003)
---
no peer certificate available
---
No client certificate CA names sent
---
SSL handshake has read 0 bytes and written 7 bytes
Verification: OK
---
New, (NONE), Cipher is (NONE)
Secure Renegotiation IS NOT supported
Compression: NONE
Expansion: NONE
No ALPN negotiated
Early data was not sent
Verify return code: 0 (ok)
---

=== tls1_2 ===
depth=2 C = US, O = Internet Security Research Group, CN = ISRG Root X1
verify return:1
depth=1 C = US, O = Let's Encrypt, CN = R12
verify return:1
depth=0 CN = docs.pipecat.ai
verify return:1
CONNECTED(00000003)
---
Certificate chain
 0 s:CN = docs.pipecat.ai
   i:C = US, O = Let's Encrypt, CN = R12
   a:PKEY: rsaEncryption, 2048 (bit); sigalg: RSA-SHA256
   v:NotBefore: Feb  5 20:21:02 2026 GMT; NotAfter: May  6 20:21:01 2026 GMT
 1 s:C = US, O = Let's Encrypt, CN = R12
   i:C = US, O = Internet Security Research Group, CN = ISRG Root X1
   a:PKEY: rsaEncryption, 2048 (bit); sigalg: RSA-SHA256
   v:NotBefore: Mar 13 00:00:00 2024 GMT; NotAfter: Mar 12 23:59:59 2027 GMT
---
Server certificate
-----BEGIN CERTIFICATE-----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-----END CERTIFICATE-----
subject=CN = docs.pipecat.ai
issuer=C = US, O = Let's Encrypt, CN = R12
---
No client certificate CA names sent
Peer signing digest: SHA256
Peer signature type: RSA-PSS
Server Temp Key: X25519, 253 bits
---
SSL handshake has read 3170 bytes and written 305 bytes
Verification: OK
---
New, TLSv1.2, Cipher is ECDHE-RSA-AES128-GCM-SHA256
Server public key is 2048 bit
Secure Renegotiation IS supported
Compression: NONE
Expansion: NONE
No ALPN negotiated
SSL-Session:
    Protocol  : TLSv1.2
    Cipher    : ECDHE-RSA-AES128-GCM-SHA256
    Session-ID: 0E441795AC7875BA11C1323D9E3358A8F49A0EAB560B2FFE6EE78CA42F87B343
    Session-ID-ctx: 
    Master-Key: 5CC376545E3B8AB9CEE19B13E62FFD82221C7ED28E8E48ADAD779CB46F323ED976EEF3231EAFA84E65AAAB4002AC85F3
    PSK identity: None
    PSK identity hint: None
    SRP username: None
    TLS session ticket:
    0000 - b8 a2 7c a5 20 38 0e ed-76 20 9e 79 4c 58 ec b8   ..|. 8..v .yLX..
    0010 - ae 2e 1e df fb 72 36 a0-ba 0b 3d c9 6f f1 2c c1   .....r6...=.o.,.
    0020 - 4f b4 ec f4 a2 02 b1 4e-b8 52 ec 6f a8 66 65 44   O......N.R.o.feD
    0030 - 8e 30 c6 12 14 2e 3e 0f-6c 51 67 81 a5 e9 c2 9a   .0....>.lQg.....
    0040 - 68 07 34 fd b2 71 de e6-46 5b b9 af f2 e8 53 f3   h.4..q..F[....S.
    0050 - f4 86 e5 e5 ff ca 67 4b-d6 e4 c5 6b 5c fb 2f a8   ......gK...k\./.
    0060 - f5 df 18 cd b1 10 75 1f-7c 12 49 4a 75 c2 46 55   ......u.|.IJu.FU
    0070 - 33 ab 96 f2 7d 4a 20 a6-4b 47 45                  3...}J .KGE

    Start Time: 1774363700
    Timeout   : 7200 (sec)
    Verify return code: 0 (ok)
    Extended master secret: yes
---
DONE

=== tls1_3 ===
depth=2 C = US, O = Internet Security Research Group, CN = ISRG Root X1
verify return:1
depth=1 C = US, O = Let's Encrypt, CN = R12
verify return:1
depth=0 CN = docs.pipecat.ai
verify return:1
CONNECTED(00000003)
---
Certificate chain
 0 s:CN = docs.pipecat.ai
   i:C = US, O = Let's Encrypt, CN = R12
   a:PKEY: rsaEncryption, 2048 (bit); sigalg: RSA-SHA256
   v:NotBefore: Feb  5 20:21:02 2026 GMT; NotAfter: May  6 20:21:01 2026 GMT
 1 s:C = US, O = Let's Encrypt, CN = R12
   i:C = US, O = Internet Security Research Group, CN = ISRG Root X1
   a:PKEY: rsaEncryption, 2048 (bit); sigalg: RSA-SHA256
   v:NotBefore: Mar 13 00:00:00 2024 GMT; NotAfter: Mar 12 23:59:59 2027 GMT
---
Server certificate
-----BEGIN CERTIFICATE-----
MIIFAzCCA+ugAwIBAgISBcd0aM4R72NNFgUiq/Curww1MA0GCSqGSIb3DQEBCwUA
MDMxCzAJBgNVBAYTAlVTMRYwFAYDVQQKEw1MZXQncyBFbmNyeXB0MQwwCgYDVQQD
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Hdt5mZNEC2Cy+CeJbwoAYOhOEQB+AKXJeJJdV0YXgocN2IlmC1xVZIt9AEDy7Ado
UdGIaRn3AAABnC+ssd4ACAAABQAxQmw3BAMARzBFAiEA8RYuZXDXIt/NUEEnhm5f
vgg0XC3CSRjJaw6Ka+Y9OIMCIFJk2ZBmi5pXixMLzzmmMN6zpKqtwOGcLNLk4lwa
2UOFMA0GCSqGSIb3DQEBCwUAA4IBAQCSbR9iLc22ZR4PbuGlyuQdrDvRY81E6DP1
p1gLkaDZSrrxDGwMrp4u1AH2iuivN8p+s2xl8TPsBP5EryKNQvtOz6w1pP49bg50
dLGnPGftfWXk/riEWadwSqRfswg2ueihNJ4+OjuUNwHO2KUhiihtQk73+5uPouB1
SLS+67kTaLtc6neL8TiyrSFvak951Sk2IqIxpXlWSwpJ4G0Nyf7+EbSCewSFTN3S
99GUnGehIzhboUv4ZO/oEDcwxbdVHjItu+HwIODHyLk6hNFgfQMYcNGV/Dwk4vIJ
Xj07hArIgh/uqRAQW+H4mQZH3NJv5hSMyFBeDgSJphnELND1GmZI
-----END CERTIFICATE-----
subject=CN = docs.pipecat.ai
issuer=C = US, O = Let's Encrypt, CN = R12
---
No client certificate CA names sent
Peer signing digest: SHA256
Peer signature type: RSA-PSS
Server Temp Key: X25519, 253 bits
---
SSL handshake has read 3126 bytes and written 313 bytes
Verification: OK
---
New, TLSv1.3, Cipher is TLS_AES_128_GCM_SHA256
Server public key is 2048 bit
Secure Renegotiation IS NOT supported
Compression: NONE
Expansion: NONE
No ALPN negotiated
Early data was not sent
Verify return code: 0 (ok)
---
DONE
---
Post-Handshake New Session Ticket arrived:
SSL-Session:
    Protocol  : TLSv1.3
    Cipher    : TLS_AES_128_GCM_SHA256
    Session-ID: 6484B4E851B1242FE8AD52F274A6ACAD65EB6C9E77A6223387F327058A122415
    Session-ID-ctx: 
    Resumption PSK: E8246CBA266AB940E9A99A04E0FF27916A0189ADCCBB531976A4C7E13725D67E
    PSK identity: None
    PSK identity hint: None
    SRP username: None
    TLS session ticket lifetime hint: 604800 (seconds)
    TLS session ticket:
    0000 - e2 33 68 5c e9 b9 43 78-5c 7b d6 f3 a6 a1 d9 9e   .3h\..Cx\{......
    0010 - 80 74 bc 9d 33 79 2d 15-ba ae 9e 0e f3 78 49 e3   .t..3y-......xI.
    0020 - 75 9f 88 dc 37 65 f1 2d-0a ce fd a3 a5 b5 5a 83   u...7e.-......Z.
    0030 - 2e 47 79 2d ad 3f de bc-f0 d4 34 a1 25 a4 2a e7   .Gy-.?....4.%.*.
    0040 - 24 61 93 a0 85 dc 31 d1-4d 0b 16 30 b0 b5 23 79   $a....1.M..0..#y
    0050 - 71 84 34 b5 83 e5 91 d6-12 de ad 3c f9 58 39 78   q.4........<.X9x
    0060 - 14 31 0b 99 83 34 2c 27-d0                        .1...4,'.

    Start Time: 1774363700
    Timeout   : 7200 (sec)
    Verify return code: 0 (ok)
    Extended master secret: no
    Max Early Data: 0
---
read R BLOCK

Crawler stats

Basic stats
Total execution time32 s
Total URLs290
Total size114 MB
Requests - total time40 s
Requests - avg time141 ms
Requests - min time9 ms
Requests - max time731 ms
Requests by status200: 233
302: 1
307: 3
308: 1
403: 52

Analysis stats

Found 21 row(s).
Class::methodExec time 🔽Exec count
BestPracticeAnalyzer::checkHeadingStructure1.1 s 285
BestPracticeAnalyzer::checkNonClickablePhoneNumbers1 s 285
AccessibilityAnalyzer::checkMissingAriaLabels972 ms 230
AccessibilityAnalyzer::checkMissingLabels967 ms 230
AccessibilityAnalyzer::checkMissingRoles826 ms 230
AccessibilityAnalyzer::checkMissingLang725 ms 230
BestPracticeAnalyzer::checkMaxDOMDepth655 ms 285
SslTlsAnalyzer::getTLSandSSLCertificateInfo449 ms 1
BestPracticeAnalyzer::checkInlineSvg238 ms 285
BestPracticeAnalyzer::checkMissingQuotesOnAttributes89 ms 285
SeoAndOpenGraphAnalyzer::analyzeHeadings35 ms 1
AccessibilityAnalyzer::checkImageAltAttributes23 ms 230
SecurityAnalyzer::checkHtmlSecurity20 ms 282
SecurityAnalyzer::checkHeaders6 ms 282
SeoAndOpenGraphAnalyzer::analyzeSeo0 ms 1
SeoAndOpenGraphAnalyzer::analyzeOpenGraph0 ms 1
BestPracticeAnalyzer::checkTitleUniqueness0 ms 1
BestPracticeAnalyzer::checkMetaDescriptionUniqueness0 ms 1
BestPracticeAnalyzer::checkBrotliSupport0 ms 1
BestPracticeAnalyzer::checkWebpSupport0 ms 1
BestPracticeAnalyzer::checkAvifSupport0 ms 1
No rows found, please edit your search term.

Content processor stats

Found 12 row(s).
Class::methodExec time 🔽Exec count
NextJsProcessor::applyContentChangesBeforeUrlParsing1.3 s 285
JavaScriptProcessor::findUrls579 ms 282
HtmlProcessor::findUrls318 ms 286
CssProcessor::findUrls37 ms 282
AstroProcessor::findUrls14 ms 282
AstroProcessor::applyContentChangesBeforeUrlParsing0 ms 285
NextJsProcessor::findUrls0 ms 282
JavaScriptProcessor::applyContentChangesBeforeUrlParsing0 ms 285
SvelteProcessor::applyContentChangesBeforeUrlParsing0 ms 285
SvelteProcessor::findUrls0 ms 282
HtmlProcessor::applyContentChangesBeforeUrlParsing0 ms 290
CssProcessor::applyContentChangesBeforeUrlParsing0 ms 285
No rows found, please edit your search term.

Crawler info

Version 2.1.0.20260317
Executed At 2026-03-24 14:47:49
Command siteone-crawler --url=https://docs.pipecat.ai --markdown-export-dir=/tmp/siteone-pipecat --markdown-exclude-selector=header,footer,nav,.sidebar,.menu,.breadcrumb,script,style --timeout=30 --workers=5 --disable-javascript --disable-styles --disable-fonts --disable-images --disable-files --no-color --hide-progress-bar --output=text
Hostname ubuntu-8gb-hel1-1
User-Agent Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/26.0.0.0 Safari/537.36 siteone-crawler/2.1.0.20260317