How does LiveKit OpenAl RealtimeModel handle clean...
# ask-ai
s
How does LiveKit OpenAl RealtimeModel handle cleanup and memory management? What attributes or methods are available for closing sessions?
t
Thanks for reaching out, MBMBMB. I'm an AI assistant and I'm here to help. Give me a moment while I research this topic.
I'm glad to walk you through how LiveKit's OpenAI RealtimeModel takes care of cleanup and memory management to keep everything running smoothly: • Session Cleanup: You can use
aclose()
in Python or
close()
in JavaScript to close sessions. These handy methods take care of closing message channels, canceling any ongoing asynchronous tasks, and tidying up current generations. • Model Cleanup: In Python, the
aclose()
method also looks after shared resources, like closing HTTP sessions if the model owns them. For JavaScript, the
close()
method is currently a placeholder. • Automatic Cleanup: Sessions are designed to close automatically after a set time (usually 20 minutes) or if an unrecoverable error happens, so you don’t have to worry about resources hanging around indefinitely. • Robust Error Handling: The cleanup process is built to handle exceptions and edge cases gracefully, making sure resources get released even when unexpected issues pop up. If you’d like, I’m here to help with any more details or guide you through the implementation. Just let me know! Sources: livekit-plugins/livekit-plugins-openai/livekit/plugins/openai/realtime/real... | agents/src/voice/agent_session.ts
s
how can we clos openai without closing livekit session
t
I understand you’re looking to close the OpenAI RealtimeModel while keeping the LiveKit session active, and I want to let you know that these two are closely connected through the AgentSession, so they’re managed together as one unit. If you’re aiming to save costs, switch models, or have another goal in mind, please feel free to share! I’m here to help and can suggest some alternative approaches or workarounds that might be just right for what you need. Sources: agents/src/llm/realtime.ts | livekit-plugins/livekit-plugins-aws/livekit/plugins/aws/experimental/realti... | OpenAI Realtime API integration guide | LiveKit Docs | OpenAI Realtime API integration guide | LiveKit Docs | Realtime model integrations | LiveKit Docs