Gorilla-CLI: LLMs for CLI including K8s/AWS/GCP/Azure/sed and 1500 APIs

Not to make this a debug thread but this is what I get when I try out gorilla

> gorilla I want to find my ip address

/home/username/.local/lib/python3.10/site-packages/requests/__init__.py:102: RequestsDependencyWarning: urllib3 (1.26.7) or chardet (5.1.0)/charset_normalizer (2.0.7) doesn't match a supported version! warnings.warn("urllib3 ({}) or chardet ({})/charset_normalizer ({}) doesn't match a supported " Traceback (most recent call last): File "/home/username/.local/bin/gorilla", line 8, in sys.exit(main()) File "/home/username/.local/lib/python3.10/site-packages/go_cli.py", line 128, in main user_id = get_user_id() File "/home/username/.local/lib/python3.10/site-packages/go_cli.py", line 76, in get_user_id assert user_id != "" AssertionError

One recent example: "what does -w do on curl" .. not a single top 10 result on Google mentions it in the context, but GPT3.5 nails it in two seconds complete with a working example. I know "-w" is interpreted by Google in a special way, but frankly given the obvious context I shouldn't need to know how Google works. (Through experience I also know https://explainshell.com/explain?cmd=curl+-w will do a good job, but ChatGPT actually provides a working example which is even better.)

That said, I do think you need a good critical eye to use LLMs in this context. It's like relying on a calculator. You still need mental math skills to know that 91 * 10 can't equal 2511. Similarly, when GPT starts hallucinating, it helps if you have a high sensitivity to smelling it out.