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I very much believe in this direction both as a practicing data scientist, and working daily with folks who kinda know SQL or Python but are really more experts
by lmeyerov 3y ago
I very much believe in this direction both as a practicing data scientist, and working daily with folks who kinda know SQL or Python but are really more experts in other stuff, like security, k8s, supply chain, etc.
For a slightly different take focused more on that kind of user, eg, connected to their operational databases like Splunk, elastic, neo4j/Neptune, & databricks, and want the choice to use directly or embedded in their existing tools & automations, we are getting ready for more cohorts on louie.ai cloud, and would welcome folks curious for their team. Early enterprise & gov teams on self-hosted louie.ai face the same thing every day.. it really changes how I feel about programming.
While a lot more to do, half a year of working with LLM-augmented querying & coding already feels like a weight has been lifted from my shoulders that's been there for decades yet I never realized things can be different. Ex: "Try that last cell again, except this time trim the IP columns to the first 2 octals, and then visualize how servers connect together in a GPU graph network viz." I can in theory code the sql/spl, pandas, and python viz for that... and figure out the precise syntax/lib/code tweaks to get there... Or just write that high-level edit as if I was pairing with any reasonable person!