I want to implement a session restart method in my...
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h
I want to implement a session restart method in my agent.py I want to use a new session. this is my current implementation: await session.aclose() await session.start() how can i implement a session restart by using a new session
t
Thanks for reaching out, Ahmed. I'm an AI assistant and I'm here to help. Give me a moment while I research this topic.
Hey there! If you want to implement a session restart using a new session in your
agent.py
, here’s a friendly approach you can try:
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async def replace_session(self, ctx: JobContext, participant: rtc.RemoteParticipant, agent: MultimodalAgent, model: google.realtime.RealtimeModel):
    await self.end_session()

    self.current_agent = agent
    self.current_model = model

    agent.start(ctx.room, participant)
    agent.generate_reply("cancel_existing")

    session = self.current_model.sessions[0]

    chat_history = session.chat_ctx_copy()
    chat_history.messages = [
        msg
        for msg in chat_history.messages
        if msg.tool_call_id or msg.content is not None
    ]

    session._main_atask = asyncio.create_task(session._main_task())
    
    chat_history.append(
        text="We've just been reconnected, please continue the conversation.",
        role="assistant",
    )
    await session.set_chat_ctx(chat_history)
Here’s what’s going on step-by-step:End Current Session: We gracefully close the existing session using
end_session
. • Create New Session: Then, we set up a fresh session with the updated agent and model. • Preserve Context: We tidy up and keep the chat history intact so the conversation flows smoothly. • Task Management: Finally, we start a new task to handle the session’s main work, making sure everything runs nicely after the restart. This way, you get a clean session restart while keeping all the important context so nothing feels lost. Hope this helps!
h
the problem im facing is that whenever i restart a session, i lose access to the agents transcription in my Frontend. how do i resolved this?
t
Hey there! To keep your agent transcription access working smoothly in the frontend even after restarting a session, here’s a friendly step-by-step guide: Frontend Integration 1. Set Up Event Listeners: Use the LiveKit SDK to listen for
RoomEvent.TranscriptionReceived
in your frontend. This way, you’ll catch each transcription segment as it comes in. Each segment has a unique ID and tells you if it’s final.
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useEffect(() => {
    if (!room) {
        return;
    }
    
    const handleTranscriptionReceived = (transcriptionSegment) => {
        // Here’s where you handle the transcription segment
        // You can check if the segment is final to know when it’s done
    };

    room.on(RoomEvent.TranscriptionReceived, handleTranscriptionReceived);

    return () => {
        room.off(RoomEvent.TranscriptionReceived, handleTranscriptionReceived);
    };
}, [room]);
2. Keep Transcriptions Across Sessions: To make sure your transcription data sticks around even if the session restarts, store it in a state management tool like React Context or Redux.
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const [transcriptions, setTranscriptions] = useState<{ [id: string]: TranscriptionSegment }>({});

// Inside handleTranscriptionReceived
setTranscriptions(prev => ({
    ...prev,
    [transcriptionSegment.id]: transcriptionSegment
}));
Agent Configuration 1. Turn On Transcription Forwarding: Double-check that your
AgentSession
is set up to forward transcriptions. Usually, this means enabling transcription in the
RoomOutputOptions
when you start the session.
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session.start(
    agent=your_agent,
    room=ctx.room,
    room_output_options=RoomOutputOptions(
        transcription_enabled=True
    )
)
2. Handle Session Restarts Gracefully: When you restart a session, make sure transcription forwarding gets set up again properly. This might mean reapplying the
room_output_options
or confirming your agent’s transcription settings stay intact. By following these steps, you’ll keep those transcriptions flowing in the frontend, no matter how many times the session restarts. If you want me to walk you through any part or need some examples, just give me a shout!
h
i think the trackid of the agent changes hence im unable to access the transcripts. this is how im accessing transcripts: const voiceAssistant = useVoiceAssistant();
t
Hey there! If you’re looking to handle changing track IDs for agent transcripts in your frontend, here’s a friendly step-by-step guide to help you out: 1. Set Up Transcription Event Listening: Start by using the
RoomEvent.TranscriptionReceived
event to catch transcription updates. This event gives you
TranscriptionSegment
objects, which include the transcript text, segment ID, and whether the segment is final or not. 2. Implement State Management for Transcriptions: Keep a state map (like a dictionary) where each key is a segment ID, and the value is the corresponding
TranscriptionSegment
. Update this state whenever you get a new transcription segment. 3. Handle Segment Updates: • Check if each incoming segment already exists in your state map. • If it does and it’s marked as
final
, go ahead and replace the old entry. • If it’s not final yet, update the entry with the latest segment data. 4. Display the Transcriptions: Once a segment is marked as final, show the full transcription. Use the participant and track info from the transcription event to make sure the transcription is correctly attributed. Here’s an example implementation to get you started:
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import { useEffect, useState } from "react";
import {
  RoomEvent,
  TranscriptionSegment,
  Participant,
  TrackPublication,
} from "livekit-client";
import { useMaybeRoomContext } from "@livekit/components-react";

export default function AgentTranscriptions() {
  const room = useMaybeRoomContext();
  const [transcriptions, setTranscriptions] = useState<{ [id: string]: TranscriptionSegment }>({});

  useEffect(() => {
    if (!room) {
      return;
    }

    const updateTranscriptions = (
      segments: TranscriptionSegment[],
      participant?: Participant,
      publication?: TrackPublication
    ) => {
      setTranscriptions((prev) => {
        const newTranscriptions = { ...prev };
        for (const segment of segments) {
          newTranscriptions[segment.id] = segment;
        }
        return newTranscriptions;
      });
    };

    room.on(RoomEvent.TranscriptionReceived, updateTranscriptions);
    return () => {
      room.off(RoomEvent.TranscriptionReceived, updateTranscriptions);
    };
  }, [room]);

  return (
    <div>
      <h2>Agent Transcriptions</h2>
      {Object.values(transcriptions).map((segment) => (
        <div key="{segment.id}">
          <p>
            <strong>
              {segment.participant?.identity || "Unknown"}:{" "}
            </strong>
            {segment.text}
          </p>
        </div>
      ))}
    </div>
  );
}
Some quick tips to keep in mind:Track Changes: Since track IDs can change, lean on the `TranscriptionSegment`’s
id
and
participant
fields to uniquely identify and attribute each transcription. • Final Segments: Only show transcriptions when they’re marked as
final
so you’re sure you have the full text. • Participant Info: Always include participant details to keep context clear, especially if multiple people are involved. This way, you’ll smoothly handle changing track IDs and keep your transcription display accurate and reliable. If you have any questions or want me to walk you through any part, just let me know—I’m happy to help!