The real choice when you build a chatbot in 2026 is not "which of these three platforms." It is a choice between two fundamentally different approaches, and the three options split cleanly across that line. Amazon Lex and Google Dialogflow are managed conversational-AI platforms: they…
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Conversational AI is the umbrella term for any technology that lets a machine understand, process, and respond to human language in something close to a natural conversation, by text or by voice. That is the whole definition. It is not one product or one technique.
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If you want an AI assistant that actually knows your store, your real products, your current prices, your live stock, your specific return policy, the technique you need is RAG, retrieval-augmented generation. It connects the AI to your live business data so it answers from…
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The loudest take in 2026 is that the old rule-based chatbot is dead, that large language models have made the intent-based bot obsolete, and that you should rip out the scripts and let a generative model handle everything. It is a clean story, and it…
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Most chatbot projects are lost before anyone opens a tool. By the time the building starts, the decisions that decide success or failure, what the bot is for, what it will handle, how it will be measured, who will maintain it, have usually already been…
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Here is the trap almost every multilingual chatbot project falls into: treating "support more languages" as a translation task. You build the bot in one language, get it working, then hand the whole thing to a translation step and assume you are done. You are…
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The hard part of building a chatbot was never the technology. I learned this in 2019, building a natural-language chatbot from scratch for a large hotel group, across dozens of locations and several languages, back when "conversational AI" was a research term and not a…
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Conversational AI & Chatbots: Ein ehrlicher Leitfaden jenseits des Hypes – mit dem, was funktioniert, was schiefgeht, und was du wirklich beachten musst. Der Artikel bietet einen umfassenden, praxisnahen Überblick über den aktuellen Stand, die Einsatzmöglichkeiten, Risiken und strategischen Erfolgsfaktoren von Conversational AI und Chatbots…
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