AI Engineer Notebooks – free, framework-free RAG/agents/evals on Colab

consumer451

Man, I could have used something like this last year. Upon review, it appears that fumbling my way through the dark with Claude and Google led to the same place, in nearly all cases. However, this is all written by Claude — it has too many em-dashes to not be, does it not? So, maybe that's why we ended up in the same places. Does anyone know of any other resources in this vein?

nycdatasci

Why does applied AI intentionally exclude a framework/harness around AI? The job is to harness the power of AI, and a harness is a critical part of that.

KolibriFly

Glad to hear they are prioritizing evaluation right from the start. Usually people just throw together a rag pipeline on the knee and then judge the metrics by eye, skimming three responses in the terminal

ghm2199

One thing that evals are super important from the get go are where the harness+model inference is part of the product, e.g. if you are doing voice ai, building out a test harness to test the system is a non trivial first step.