Commit Graph

4576 Commits

Author SHA1 Message Date
zkleb-aai
7648b62e6e Update src/pipecat/services/assemblyai/stt.py
Co-authored-by: Mark Backman <m.backman@gmail.com>
2026-03-02 17:04:17 -05:00
zack
42f91a9056 Apply ruff formatting fixes 2026-03-01 11:44:37 -05:00
zack
5de495cc98 Use logger.warning instead of warnings.warn for deprecation message
- Makes deprecation warning visible in logs without needing Python warning flags
- Users will see the warning during normal operation
2026-03-01 11:39:00 -05:00
zack
66fca7e382 Add backward compatibility for min_end_of_turn_silence_when_confident parameter
- Keep old parameter name for backward compatibility
- Add deprecation warning when old parameter is used
- Automatically migrate old parameter value to new min_turn_silence parameter
- Exclude deprecated parameter from WebSocket URL to avoid sending it to API
- New parameter takes precedence if both are set
2026-03-01 11:33:22 -05:00
zack
21a409e447 Update prompt warning and rename min_end_of_turn_silence_when_confident to min_turn_silence
- Add "beta feature" note to custom prompt warning
- Rename min_end_of_turn_silence_when_confident parameter to min_turn_silence across all AssemblyAI code
- Update documentation, examples, and test files to use new parameter name
2026-03-01 11:17:39 -05:00
zack
ef00f27d53 Fix incorrect await on synchronous request_finalize() method
The request_finalize() method in STTService is synchronous (sets a flag),
but was being called with await in the VAD turn endpoint handling code.
This caused "object NoneType can't be used in 'await' expression" errors.

Also includes automatic formatting improvements from ruff.
2026-02-27 17:58:05 -05:00
zack
45532a9478 Remove info logs and unused import per PR feedback
- Remove unused Mapping import
- Remove info logs at initialization (connection params)
- Remove info logs in _handle_transcription (transcript details, text sent to LLM)
- Remove info logs in _build_ws_url (WebSocket URL and params)
- Keep debug logs (less verbose, appropriate for development)
2026-02-27 16:15:49 -05:00
zack
6ba9f780b0 Remove unnecessary SpeechStarted fallback in STT mode
u3-rt-pro guarantees SpeechStarted is always sent before transcripts,
so the fallback UserStartedSpeakingFrame broadcast is never needed.

This ensures clean pairing of UserStarted/StoppedSpeakingFrame:
- Start: Always from _handle_speech_started
- Stop: Always from _handle_transcription on final turn
2026-02-27 15:00:38 -05:00
zack
aa7e9a17d5 Fix finalization pattern: Use request/confirm in Pipecat mode, finalized flag in STT mode
- Add request_finalize() before sending ForceEndpoint in Pipecat mode
- Keep confirm_finalize() when receiving formatted finals in Pipecat mode
- Remove confirm_finalize() from STT mode (use finalized=True instead)

This follows Pipecat's two-step finalization pattern where request_finalize()
is called when sending a finalize request to the STT service, and
confirm_finalize() is called when receiving confirmation back.
2026-02-27 14:55:22 -05:00
zack
cd07937c5d Fix missing imports: Add UserStartedSpeakingFrame and UserStoppedSpeakingFrame 2026-02-26 22:18:02 -05:00
zack
72934bd8ae Add u3-rt-pro support and improvements to AssemblyAI STT service
- Fix speaker diarization: Add field alias for speaker_label → speaker
  mapping in TurnMessage model
- Add warning for non-optimal min_end_of_turn_silence_when_confident
  values (recommends 100ms for best latency)
- Improve max_turn_silence override warning message clarity
- Update custom prompt warning (remove 88% accuracy claim)
- Add comprehensive logging for debugging:
  - Log final connection params after modifications
  - Log WebSocket URL and parsed parameters
  - Log speaker field in transcripts
  - Log text sent to LLM with speaker formatting
- Support dynamic configuration updates via STTUpdateSettingsFrame:
  - keyterms_prompt (when AssemblyAI API supports it)
  - prompt
  - max_turn_silence
  - min_end_of_turn_silence_when_confident
2026-02-26 22:04:21 -05:00
Mark Backman
2a6a993869 Merge pull request #3850 from rupesh-svg/fix/genesys-remove-audio-chunk-logging
Remove verbose audio chunk logging from GenesysAudioHookSerializer
2026-02-26 21:52:54 -05:00
Rupesh
fff9db0d8f Remove verbose audio chunk logging from GenesysAudioHookSerializer
Fixes #3777
2026-02-26 13:51:05 -08:00
kompfner
7fe458fe59 Merge pull request #3817 from pipecat-ai/pk/service-settings-fix-back-compat-for-nested-external-sdk-types
Flatten `LiveOptions` into individual fields on `DeepgramSTTSettings`…
2026-02-26 11:08:27 -05:00
Paul Kompfner
faed775d90 Extract _DeepgramSTTSettingsBase with shared _merge_live_options_delta to deduplicate LiveOptions merge logic between __init__ and apply_update, and between the Deepgram STT and SageMaker variants; make top-level model/language take precedence over conflicting live_options values in updates; remove unnecessary Language enum-to-string conversion (Language is a StrEnum) 2026-02-26 11:02:44 -05:00
Mark Backman
907ff58d41 Align Ultravox Realtime service with OpenAI/Gemini patterns
- Add InterruptionFrame handling with stop_all_metrics()
- Add processing metrics (start/stop) at response boundaries
- Fix agent transcript handling for voice and text modalities:
  - Voice mode: push LLMTextFrame (append_to_context=False) and
    TTSTextFrame for deltas, skip duplicated final text
  - Text mode: push LLMTextFrame with proper response lifecycle,
    no TTSTextFrame (downstream TTS handles audio)
- Add output_medium parameter to AgentInputParams and OneShotInputParams
- Improve TTFB measurement using VAD speech end time
- Update example with user turn strategies and transcript events
- Add text-only output example (50a-ultravox-realtime-text.py)
2026-02-26 10:44:36 -05:00
Mark Backman
3ae173520e Code review feedback 2026-02-26 10:23:35 -05:00
Paul Kompfner
c184ac09b8 Inline _build_live_options into _connect in DeepgramSTTService and DeepgramSageMakerSTTService since it's trivial and only called from one place 2026-02-26 09:42:15 -05:00
Paul Kompfner
3c20eda8bf Keep model/language in LiveOptions at construction time so apply_update's bidirectional sync is sufficient; simplify _build_live_options to only add sample_rate 2026-02-26 09:32:52 -05:00
Mark Backman
d69a337def Add text_aggregation_mode parameter to TTSService
Move the sentence vs token aggregation concern into text aggregators
so all text flows through them regardless of mode. This enables
pattern detection and tag handling to work in TOKEN mode.

- Add TextAggregationMode enum (SENTENCE, TOKEN) as the user-facing
  TTS setting, separate from the internal AggregationType
- Add TOKEN mode support to Simple, SkipTags, and PatternPair aggregators
- Add text_aggregation_mode parameter to TTSService and all TTS subclasses
- Deprecate aggregate_sentences in favor of text_aggregation_mode
- Merge TTSService._process_text_frame() into a single codepath
2026-02-26 08:55:41 -05:00
Mark Backman
f7434cdde1 Add text aggregation time metric for TTS sentence aggregation
Add TextAggregationMetricsData measuring the time from the first LLM
token to the first complete sentence, representing the latency cost of
sentence aggregation in the TTS pipeline.
2026-02-26 08:48:47 -05:00
Paul Kompfner
8b6aa4b912 Unflatten LiveOptions back into a single live_options field on DeepgramSTTSettings and DeepgramSageMakerSTTSettings; add apply_update override with delta-merge semantics and from_mapping override for backward-compatible dict-style updates 2026-02-25 18:25:11 -05:00
Paul Kompfner
a4b6db6fb4 Flatten LiveOptions into individual fields on DeepgramSTTSettings and DeepgramSageMakerSTTSettings for backward-compatible dict-style updates via STTUpdateSettingsFrame; during the big service settings refactor, we accidentally got rid of the ability to update individual LiveOptions fields with a sparse update 2026-02-25 17:39:31 -05:00
Paul Kompfner
3d8e3a4043 Remove unnecessary _model ivar from ElevenLabs STT services, using _settings.model instead. 2026-02-25 16:07:33 -05:00
Paul Kompfner
7ee0400c4c Remove unnecessary _model ivar from Hathora TTS and STT services, using _settings.model instead. 2026-02-25 16:07:26 -05:00
Paul Kompfner
781d191509 Remove unnecessary _model ivar from GeminiTTSService, using _settings.model instead 2026-02-25 15:59:38 -05:00
kompfner
a8cb2a26d1 Merge pull request #3841 from pipecat-ai/pk/groq-tweaks
A few Groq-related tweaks:
2026-02-25 15:54:33 -05:00
Paul Kompfner
ff0f3dce32 A few Groq-related tweaks:
- Wire up passing speed setting to Groq, even though only a value of 1.0 is supported today
- Update the 55y example to switch voices instead of changing speed
- Add a 55zn example to exercise runtime updates of Groq STT
2026-02-25 15:10:48 -05:00
Paul Kompfner
bca42f7d68 Fix Hathora 55 series examples, and fix Hathora missing settings field warning 2026-02-25 14:48:40 -05:00
Paul Kompfner
27940d83a2 Make it so that AIService is the exclusive "syncer" of model name to metrics.
The only (rare) exception—where a service directly still needs to directly call `self._sync_model_name_to_metrics()`—is when the model name need to be "pulled" from another field (or nested field) in settings up to settings.model on a settings update. This only occurs in Deepgram services, where we use the voice as the model name.

This change has the side-effect of bringing model name to metrics for a number of services that were accidentally omitting it before.
2026-02-25 14:48:24 -05:00
Mark Backman
44993fe9e3 Remove PlayHT TTS services 2026-02-25 14:12:39 -05:00
Stephen Altamirano
ceead60ef2 Add append_trailing_space to all Rime websocket services
This was added in 31daa889e8, but only
to `RimeTTSService`, not to `RimeNonJsonTTSService. Bringing these
to parity means that users switching between the two, with the same
inputs, have more consistent vocalization behaviors.
2026-02-25 10:02:38 -08:00
Mark Backman
9273b158ea Merge pull request #3825 from pipecat-ai/mb/llm-user-aggregator-interim-transcription
Consume InterimTranscriptionFrame and TranslationFrame in LLMUserAggregator
2026-02-25 09:06:34 -05:00
Mark Backman
353a28842c Merge pull request #3807 from pipecat-ai/mb/update-openai-realtime-1.5
Update OpenAI Realtime default model to gpt-realtime-1.5
2026-02-25 09:06:19 -05:00
Mark Backman
3e6c59c736 Merge pull request #3809 from pipecat-ai/mb/krisp-viva-result
Add Krisp API key support and debug logging
2026-02-25 09:05:12 -05:00
Mark Backman
0ca8c850fb Add TurnMetricsData and e2e processing time for KrispVivaTurn
Introduce a generic TurnMetricsData class for turn detection metrics,
replacing the service-specific SmartTurnMetricsData (now deprecated).
Add end-to-end processing time measurement to KrispVivaTurn, tracking
the interval from VAD speech-to-silence transition to model threshold
crossing. Consume metrics in the strategy _handle_input_audio path
so they are pushed immediately when fresh.
2026-02-25 09:01:21 -05:00
Mark Backman
73ee4da7d4 Add Krisp API key support for new SDK licensing requirement
The Krisp VIVA SDK v1.8.0 requires a license key in globalInit(). Add
api_key parameter to KrispVivaSDKManager, KrispVivaTurn, and
KrispVivaFilter with fallback to KRISP_API_KEY env var. Maintain
backwards compatibility with older SDK versions by catching TypeError
and falling back to the old 3-arg signature.
2026-02-25 09:01:00 -05:00
filipi87
d899f0af11 Refactored all AudioContextTTSService based providers to override the new callbacks instead of _handle_interruption(), making provider-specific cleanup cleaner and more explicit 2026-02-25 10:18:16 -03:00
filipi87
c09ae6ba6d Added two new lifecycle callbacks to AudioContextTTSService: on_audio_context_interrupted() and on_audio_context_completed() 2026-02-25 10:17:54 -03:00
Mark Backman
a84930dc3e Skip empty audio frames after filter buffering
Audio filters like RNNoise, KrispViva, and AIC return empty bytes while
buffering audio to accumulate their required frame size. These empty
frames were flowing downstream, causing misleading "Empty audio frame
received for STT service" warnings.

Skip the frame in BaseInputTransport when audio is empty, preventing
unnecessary processing in VAD and downstream processors.

Fixes #3517
2026-02-24 23:21:52 -05:00
kompfner
54fd73c460 Merge pull request #3821 from pipecat-ai/pk/fix-missing-field-warning-rime-tts
Fix missing field warning in `RimeTTSService`
2026-02-24 21:58:17 -05:00
kompfner
c954e1c898 Merge pull request #3820 from pipecat-ai/pk/fix-breakage-when-sending-generic-settings-update
Fix breakage when using a generic settings update (e.g. a `TTSSetting…
2026-02-24 21:58:05 -05:00
kompfner
db76cd052a Merge pull request #3819 from pipecat-ai/pk/make-update-settings-frames-uninterruptible
Make `ServiceUpdateSettingsFrame` uninterruptible—settings updates ar…
2026-02-24 21:57:41 -05:00
Mark Backman
69d916ca51 Consume InterimTranscriptionFrame and TranslationFrame in LLMUserAggregator
These frames were falling through to the else branch and being pushed
downstream, unlike TranscriptionFrame which is explicitly consumed.
This aligns with how the assistant aggregator already filters them.
2026-02-24 20:51:41 -05:00
Mark Backman
f421ad9cf6 Fix STT TTFB timeout measuring to timeout expiry instead of transcript time
PR #3776 replaced manual timestamp tracking with stop_ttfb_metrics() in
the timeout handler, but without an end_time it uses time.time() at
timeout expiry—producing TTFB = timeout + stop_secs (~2.2s) instead of
the actual transcript latency.

Restore _last_transcript_time tracking so the timeout handler measures
to when the transcript arrived, and skip reporting if none arrived.
2026-02-24 18:57:38 -05:00
Paul Kompfner
d918a20b75 Fix missing field warning in RimeTTSService 2026-02-24 18:14:16 -05:00
Paul Kompfner
d91c230b85 Fix breakage when using a generic settings update (e.g. a TTSSettings) instead of a more specific one (e.g. a RimeTTSSettings). Both should work, assuming you're only changing fields present in the generic settings. 2026-02-24 18:05:27 -05:00
Paul Kompfner
b6f21ab15d Make ServiceUpdateSettingsFrame uninterruptible—settings updates are generally independent of specific utterances.
Before this change, settings updates were often not applied. For example, a `TTSUpdateSettingsFrame` queued while the bot was speaking would only have an effect at the end of the bot's reply, and any interruption before the end of the reply would "cancel" the update.
2026-02-24 17:47:53 -05:00
kompfner
6f0061ab96 Merge pull request #3812 from pipecat-ai/pk/service-settings-storage-v-delta-mode
Make clearer the distinction between "storage-mode" and "delta-mode" …
2026-02-24 15:37:49 -05:00
Aleix Conchillo Flaqué
b4b9976b9c Fix SentryMetrics method signatures to match base class
Update start_ttfb_metrics, stop_ttfb_metrics, start_processing_metrics,
and stop_processing_metrics to accept start_time/end_time keyword
arguments matching the updated FrameProcessorMetrics signatures.

Closes #3808
2026-02-24 11:26:34 -08:00