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> library changes quickly cause it to lose accuracy

yup, this is why an LLM only solution will not work. You need to provide extra context crafted from the language or library resources (docs, code, help, chat)

This is the same thing humans do. We go to the project resources to help know what code to write



Fwiw that's what Devv.ai claims to do (in my summation from the Devv.ai announcement, at least). Regardless of how true the claims of Devv.ai are, their library versioning support seems very poor. At least for the one library i tested it on (Rust's Bevy).


kapa.ai is another SaaS focused on per-project LLMs

As a developer, you would want something like this, which has access to all the languages / libraries you actually use




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