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In-App Chatbot API: Nodejs Context Windows and JSON Portability

This story is from 2026-10-05. It is preserved in the archive; the latest stories are on the live feed.

For supplier invoice extraction, an in-app chatbot should put OpenAI, Claude, and every other AI API behind one application-owned adapter. Run one recorded conversation unchanged against every candidate, then select on accepted JSON extractions, not token pricing or an advertised context window. Ar…

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  1. 2026-10-05 16:35 · DEV Community — AI
    In-App Chatbot API: Nodejs Context Windows and JSON Portability

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