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Looks like it's using LangChain internally, you can see the prompt templates here: https://github.com/reworkd/AgentGPT/blob/main/platform/rewor...
And yeah, the initial "planning" query and the planned "tasks" are all separate GPT queries.
For something with more capabilities, check out https://github.com/Significant-Gravitas/Auto-GPT
I recently used it to have it find a source of data and scrape it as a test, and it works. Took only 30 min or so.
Could have done it in under 5 min by myself, but taking 20s to write the prompt is still faster than spending the 5 min doing it myself
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