is there an example of multiagent and letting llm ...
# ask-air
rough-hairdresser-81331
07/25/2025, 8:34 PMis there an example of multiagent and letting llm decide which agent to transfer to?
t
tall-airline-16756
07/25/2025, 8:34 PMThanks for reaching out, Weilan. I'm an AI assistant and I'm here to help. Give me a moment while I research this topic.
tall-airline-16756
07/25/2025, 11:35 PMYes, there are examples of multi-agent systems where an LLM decides which agent to transfer to. Here are some key examples:
• Medical Office Triage System: A TriageAgent determines patient needs and routes them to appropriate departments, such as support or billing, using function tools to make transfer decisions.
• Publishing House Editor System: A LeadEditorAgent analyzes story ideas and decides which specialist editor (e.g., children’s books or novels) to transfer to based on the content provided.
• Personal Shopper System: A TriageAgent routes customers to teams like sales based on their identified needs and user data.
The core mechanism involves function tools that allow the LLM to analyze the conversation context and user intent, then intelligently call the appropriate transfer function to route to the most suitable specialized agent. This approach ensures decisions are made dynamically based on the conversation content rather than simple rule-based routing.
If you need further details or specific implementation examples, let me know!
Sources: telephony/warm_handoff.py | main.py | Workflows | LiveKit Docs
d
damp-waiter-77572
08/13/2025, 4:24 PMgive us a code example
t
tall-airline-16756
08/13/2025, 4:25 PMHere’s a handy code example from a Medical Office Triage System where a TriageAgent helps guide users to the right department based on what they need:
Copy code
from livekit import function_tool
class TriageAgent:
@function_tool
async def transfer_to_support(self, context):
await self.session.say("I'll transfer you to our Patient Support team...")
return await self._transfer_to_agent("support", context)
@function_tool
async def transfer_to_billing(self, context):
await self.session.say("I'll transfer you to our Medical Billing department...")
return await self._transfer_to_agent("billing", context)