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[Feature Request]: Structured Output/ Formatted Output #25

@Hk669

Description

@Hk669

Is your feature request related to a problem? Please describe.

Ive came across many comments from the community, asking for the formatted output/ structural output from the Agentic chat (initate_chat and groupchat ). I believe generating the expected response after the agentic chat can be the biggest improvement in AutoGen.

Me, @marklysze and @sonichi discussed about adding this feature over a call.

Describe the solution you'd like

There should be an output message after the completion of the chat, i can see there is last_message, but that doesn't serve the exact feature. adding this feature can help production apps use AutoGen.

solution: TBD ( help and ideas are appreciated )

Additional context

We can get started with the openai structured output and final goal should be the structured output for the complete chat.

cc @sonichi @BeibinLi @qingyun-wu @marklysze @yiranwu0 @skzhang1

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