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It's a really cool area of putting AI in a feedback loop (langchain-like) with its own tools, which I think is where the magic happens, and where we'll see much
by cube2222 3y ago
It's a really cool area of putting AI in a feedback loop (langchain-like) with its own tools, which I think is where the magic happens, and where we'll see much more happening in the future. This should really super-charge engineers doing stuff in areas where they're not super-comfortable in, but comfortable enough to verify the AI isn't doing anything stupid.
I made something vaguely similar for your local terminal[0] and other locally-available tools.
The idea is to give you a chat with an assistant that can use these local tools. Here it's Python for data analysis, in my case it's more "give it access to your terminal, so it can answer questions / do tasks on your local machine" which is something web-based options can't do right now.
I.e. ask it about your system details (processes, wifi) or to do things (configure something). Have it automatically run the relevant commands, analyze the output, and respond either in natural language or i.e. plot a chart.
AutoGPT[1] is another very interesting project in this area.
[0]: https://github.com/cube2222/cuttlefish https://github.com/cube2222/cuttlefish
[1]: https://github.com/Significant-Gravitas/Auto-GPT https://github.com/Significant-Gravitas/Auto-GPT