Tag: genai
All the articles with the tag "genai".
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Evals Are the New Unit Tests (And You're Not Writing Them)
Shipping an LLM feature with no evals is shipping with no tests, and almost everyone is doing it. A small, hand-written harness you run on every change, plus the honest limits of grading with another model.
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Building a RAG Pipeline Before LangChain Was Cool
A production retrieval pipeline over a few hundred thousand internal documents, hand-rolled in early 2023. The model is the easy part. Retrieval is where the quality lives or dies.
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Everyone Wants ChatGPT in Their Product. Most Should Wait.
Weeks after ChatGPT launched, every exec wants it shipped into the product. Here is the production math most teams have not done yet, and the short list of who should not wait.