Commit Graph

5354 Commits

Author SHA1 Message Date
Mark Backman
5d71de8aad Fix LLMFullResponseEndFrame racing ahead of final TTSTextFrame
Route LLMFullResponseEndFrame through the serialization queue instead
of pushing it directly downstream when push_text_frames is enabled.
This ensures the frame is emitted only after the audio context is
fully drained, preserving correct ordering relative to TTSTextFrames.

Previously, the final sentence TTSTextFrame would arrive at the
LLMAssistantAggregator after LLMFullResponseEndFrame, causing it to
be dropped from the conversation context (especially with RTVI text
input where no subsequent interruption would flush the orphaned text).
2026-03-24 15:09:42 -04:00
Paul Kompfner
dc56cb2ccc Gemini Live: reset _bot_is_responding when releasing deferred EndFrame
Without this, the released EndFrame re-enters process_frame, sees
_bot_is_responding is still True, defers again, and loops indefinitely.
2026-03-24 15:01:07 -04:00
Paul Kompfner
063955b7eb Gemini Live: clean up EndFrame deferral state on disconnect
Cancel the deferral timeout task and clear the pending EndFrame during
disconnect, which could otherwise be left dangling after a
CancelFrame-triggered shutdown.
2026-03-24 14:30:14 -04:00
Mark Backman
35f52f70ab Fix TTS flush creating phantom contexts on providers like ElevenLabs
When an interruption arrives before any LLM text reaches run_tts, the
turn context ID exists but was never registered via create_audio_context.
Calling flush_audio for this unregistered context sends a message to the
provider (e.g. ElevenLabs) with a context_id it has never seen, which
implicitly creates a server-side context that is never closed. After
enough rapid interruptions these phantom contexts accumulate and exceed
the providers limit (ElevenLabs: 5 simultaneous contexts, 1008 policy
violation).

Guard the flush call with audio_context_available so it only fires when
the context was actually opened.

Fixes #4114
2026-03-24 13:42:01 -04:00
Paul Kompfner
4abd4d031d Gemini Live: add safety timeout to EndFrame deferral to prevent indefinite pipeline hang
When an EndFrame arrives while the bot is mid-response, it is deferred
until turn_complete is received. If turn_complete never arrives, the
EndFrame gets stuck forever and the pipeline hangs indefinitely.

Add a 30-second timeout: if turn_complete hasn't arrived by then, the
deferred EndFrame is released anyway with a warning log. The timeout
is cancelled if turn_complete arrives normally.
2026-03-24 12:50:07 -04:00
Paul Kompfner
7e42998e9e Gemini Live: fix potential EndFrame-deferral hang by handling turn_complete without usage_metadata
We observed a case where a deferred EndFrame was never released in
Gemini Live, causing the pipeline to hang indefinitely. The EndFrame
deferral mechanism waits for _handle_msg_turn_complete to set
_bot_is_responding back to False, but turn_complete messages were only
processed if they also contained usage_metadata. If Gemini ever sent
turn_complete without usage_metadata, the message would be silently
dropped and the deferred EndFrame would never be released.

Now turn_complete is always handled regardless of usage_metadata
presence, with usage_metadata processing only when available.

Note: we have not actually observed a turn_complete without
usage_metadata in practice, so this is a theoretical fix for the
EndFrame-deferral hang. The actual root cause of the observed hang
may lie elsewhere.
2026-03-24 12:32:14 -04:00
Filipi da Silva Fuchter
28eb4544d3 Merge pull request #4122 from pipecat-ai/filipi/inworld_follow_up
Invoking on_turn_context_created when we receive a TTSSpeakFrame.
2026-03-24 12:28:00 -04:00
Filipi da Silva Fuchter
b45dcb1ae0 Merge pull request #4028 from inworld-ai/ian/close-on-turn-complete
fix(inworld): close context at end of turn instead of relying on idle timeout
2026-03-24 12:07:51 -04:00
Mark Backman
6eb988b729 Merge pull request #4092 from harshitajain165/harshita/smallest-tts-only
Add Smallest AI TTS service integration
2026-03-24 11:54:34 -04:00
Mark Backman
f68b3222b3 Fix SmallestTTSService to use InterruptibleTTSService audio context system
- Route audio through audio contexts (append_to_audio_context) instead of
  pushing frames directly, enabling proper turn management and interruptions
- Add push_stop_frames and push_start_frame so the base class handles
  TTSStartedFrame/TTSStoppedFrame lifecycle
- Remove manual context_id tracking (self._context_id) in favor of
  get_active_audio_context_id()
- Don't call remove_audio_context on "complete" — Smallest sends one
  per request, not per turn; let the base class timeout handle cleanup
- Guard v2-only params (consistency, similarity, enhancement) so they
  aren't sent to lightning-v3.1
- Remove request_id from request payload (not a documented request field)
- Add flush_audio override to send flush to WebSocket
2026-03-24 11:46:28 -04:00
filipi87
05b9c514fb Invoking TTSSpeakFrame when we receive a TTSSpeakFrame. 2026-03-24 12:39:28 -03:00
Filipi da Silva Fuchter
03c0d7c345 Merge pull request #4013 from inworld-ai/ian/prewarm-context-inworld-v2
[inworld] Pre-open WebSocket TTS context on LLM response start
2026-03-24 11:37:28 -04:00
Filipi da Silva Fuchter
0783edb185 Merge pull request #4120 from pipecat-ai/filipi/krisp-viva-vad-support
Added cleanup() method to VADAnalyzer base class
2026-03-24 11:26:53 -04:00
Mark Backman
51d28b4a9f Code review fixes 2026-03-24 11:21:04 -04:00
kompfner
cf083b8411 Merge pull request #4078 from pipecat-ai/cb/gemini-updates
Updates for Gemini Live
2026-03-24 11:18:00 -04:00
Harshita Jain
099814d74a Add Smallest AI TTS service integration
Adds SmallestTTSService, a WebSocket-based TTS service using Smallest AI's
Lightning v3.1 model. Follows current Pipecat service conventions:

- SmallestTTSSettings dataclass with runtime-updatable settings (voice,
  language, speed, etc.)
- Reconnects on model change; keepalive every 30s to prevent idle timeout
- TTS settings default to None so the API applies its own defaults
- Model enum: SmallestTTSModel.LIGHTNING_V3_1

Includes a foundational example (07zl-interruptible-smallest.py) using
Deepgram STT + Smallest TTS + OpenAI LLM.

STT integration will follow in a separate PR once the hallucination/finalize
behaviour is resolved.

Made-with: Cursor
2026-03-24 11:11:10 -04:00
Mark Backman
dd45843c42 Merge pull request #4117 from m-ods/feat/assemblyai-domain-param
feat(assemblyai): add domain parameter for Medical Mode
2026-03-24 11:02:01 -04:00
Paul Kompfner
8109ab6135 Further tweaks and improvements to Gemini 3 support in Gemini Live
Gets Gemini 3 support to the point where it works with:
- The "legacy" pattern from the previous (removed) 26- example
- inference_on_context_initialization=True (the default)
- inference_on_context_initialization=False
2026-03-24 10:45:41 -04:00
filipi87
9df8985d60 Refactoring the way we automatically push TTSStoppedFrame. 2026-03-24 11:00:06 -03:00
filipi87
02cfb129d3 Invoke cleanup method on VAD analyzer. 2026-03-24 10:49:14 -03:00
Filipi da Silva Fuchter
5ed183d215 Merge pull request #4022 from krispai/krisp-viva-vad-support
Draft Implementation for Krisp VIVA VAD.
2026-03-24 09:44:32 -04:00
Mark Backman
5c3d3aea2b Merge pull request #4115 from pipecat-ai/mb/user-turn-stop-warnings
Warn when VAD stop_secs misconfiguration may degrade turn detection
2026-03-24 09:32:20 -04:00
Mark Backman
aa0b49d69f Code review fixes 2026-03-24 09:22:08 -04:00
Alex-wuhu
8c6f4a8d7b Add Novita AI LLM service provider 2026-03-24 09:20:50 -04:00
Mark Backman
1c8a8f51d4 Code review fixes 2026-03-24 08:46:03 -04:00
dhruvladia-sarvam
349b8645f3 Merge branch 'main' into feat/sarvam-llm-integration 2026-03-24 16:34:12 +05:30
dhruvladia-sarvam
696196e30c alignment with pr 4081 2026-03-24 16:29:58 +05:30
Martin Schweiger
f21b262969 feat(assemblyai): add domain parameter for Medical Mode
Add `domain` field to AssemblyAISTTSettings to support AssemblyAI's
streaming API `domain` query parameter, enabling specialized recognition
modes like Medical Mode (`medical-v1`).

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-24 13:09:42 +08:00
Mark Backman
483b643b07 Warn when VAD stop_secs misconfiguration may degrade turn detection
Add warnings in SpeechTimeoutUserTurnStopStrategy and
TurnAnalyzerUserTurnStopStrategy when stop_secs differs from the
recommended default (0.2s) or when stop_secs >= STT p99 latency,
which collapses the STT wait timeout to 0s. Document the stop_secs=0.2
assumption in stt_latency.py.
2026-03-23 17:57:51 -04:00
Filipi da Silva Fuchter
12dc429761 Merge pull request #4104 from pipecat-ai/filipi/audio_issue
Allow defining whether to insert silence in the output transport.
2026-03-23 17:17:37 -04:00
filipi87
066b206b3d Renaming insert_silence to auto_silence 2026-03-23 18:12:26 -03:00
filipi87
ddd1b71b56 Renaming audio_out_insert_silence to audio_out_auto_silence 2026-03-23 17:57:42 -03:00
Mark Backman
fd0bfe141f Merge pull request #4109 from pipecat-ai/pk/tiny-fix 2026-03-23 15:17:19 -04:00
dhruvladia-sarvam
0f6cc231cf removing error wraps and model validation check 2026-03-24 00:06:15 +05:30
dhruvladia-sarvam
3428a4c6ad fixes post PR 4081 2026-03-23 23:45:27 +05:30
Mark Backman
f283cc5bc6 Merge pull request #4091 from pipecat-ai/mb/gradium-multiplexing-setup
feat: send per-context setup in Gradium TTS multiplexing
2026-03-23 12:00:53 -04:00
Mark Backman
84c2a24c9f feat: send per-context setup messages in Gradium TTS multiplexing
Send a setup message with client_req_id before the first text message
for each context, matching Gradium multiplexing protocol. This allows
Gradium to associate each session with its setup configuration when
using close_ws_on_eos=False.
2026-03-23 11:58:14 -04:00
Garegin Harutyunyan
f1f51de962 Merge branch 'main' into krisp-viva-vad-support 2026-03-23 18:35:58 +04:00
Paul Kompfner
e93b0ace06 Remove an unnecessary check in SyncParallelPipeline 2026-03-23 10:00:32 -04:00
Garegin Harutyunyan
c32240e14b Fixed review comments. 2026-03-23 17:44:48 +04:00
filipi87
e6602f9244 Disabling auto_silence for tavus video service. 2026-03-22 18:28:57 -03:00
filipi87
9a30b18f21 Configuring Daily CustomAudioSource to automatically inject silence or not. 2026-03-22 17:29:01 -03:00
filipi87
ce36487143 Allow defining whether to insert silence in the output transport. 2026-03-22 13:09:09 -03:00
Mark Backman
622ebd5d74 Update MiniMaxHttpTTSService platform docs link 2026-03-21 07:02:06 -04:00
Pablo Ois Lagarde
bc0e7130b8 fix: always include parameters field in Genesys AudioHook messages
The AudioHook protocol requires every message to carry a `parameters`
object. `_create_message` conditionally included it only when parameters
were truthy, so pong responses and closed responses without
outputVariables were sent without the field.

Clients that validate message structure (including the Genesys reference
implementation) rejected these messages, which broke server sequence
tracking and prevented outputVariables from reaching the Architect flow.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-20 16:37:53 -03:00
Mark Backman
d8af4447ff Merge pull request #3449 from kingster/telemetry-fix-system-message
fix: Record correct system_instruction in LLM spans for LLM services
2026-03-20 13:42:47 -04:00
Mark Backman
c89e366739 refactor: align tracing attributes with OpenTelemetry GenAI conventions
- gen_ai.system -> gen_ai.provider.name (deprecated)
- system / system_instructions -> gen_ai.system_instructions
- gen_ai.usage.cache_read_input_tokens -> gen_ai.usage.cache_read.input_tokens
- gen_ai.usage.cache_creation_input_tokens -> gen_ai.usage.cache_creation.input_tokens
2026-03-20 13:36:20 -04:00
Ian Lee
e9f3086ea3 add on_turn_context_created hook instead 2026-03-20 10:33:25 -07:00
Mark Backman
b5c362d6e6 refactor: rename tracing span attribute "system" to "system_instructions"
Align with the OpenTelemetry GenAI semantic convention
gen_ai.system_instructions for system prompts. The old "system"
attribute name was unrelated to gen_ai.system (which is for
provider name).
2026-03-20 13:20:03 -04:00
Mark Backman
e5aaa4c4eb fix: read system_instruction from _settings instead of removed attribute
Replace adapter-based extraction in traced_llm with direct reads from
_settings.system_instruction (priority) and context messages (fallback).
The old approach had three bugs: signature mismatch with Anthropic
adapter, key name inconsistency, and unnecessary overhead from full
message/tools conversion.

Also deduplicate the system instruction in spans -- it was appearing as
both "system" and "param.system_instruction".
2026-03-20 13:12:40 -04:00