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Updated 3 months ago

Hello, I am trying to build an agent

Hello, I am trying to build an agent around a query pipeline by following the below document. Everything seems to be working fine but for some reason the state object is getting reset every time when I ask a question using agent.chat. Can anyone suggest me how I can troubleshoot this

https://docs.llamaindex.ai/en/stable/examples/agent/agent_runner/query_pipeline_agent/

5 comments

LLogan M

I'm not sure I totally follow

What are you checking for this? imo agent.chat_history or agent.memory.get_all() should be maintained just fine

vvenkyman

Thanks @Logan M The main issue that I am facing is, the chatbot is not able to maintain the context. So if I ask a fresh question its working fine, but if I ask a followup it just fails. So I thought it could be because it is not able to maintain the state.

LLogan M

Maybe the memory buffer is filling up too quickly and cutting off the previous history? i.e. agent.memory.get() will get the current buffer

LLogan M

Optionally you can increase the token limit of the memory, or use a summary buffer to help maintain older context a little better

vvenkyman

Got it.. let me try that. Thank you!

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