ทวีตที่ปักหมุด

Working on a research agent with langraph.
So far.:
> Added an orchestrator node that breaks the user's request into self-contained sub-questions instead of answering directly.
> Wired parallel fan-out in the graph so each sub-question runs through research concurrently, with routing to either a direct answer or the orchestrated pipeline.
> Added a researcher node to work per sub-question and return structured findings with content and source URLs
> Added a composer node to produce formal documents with an executive summary, themed sections, conclusion, and sources
> Pointed the advocator node critique at the new research findings.
I might touch up the architecture because it is a little bit different from how it turned out when I moved from langchain to langraph and added extra ideas.


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