August 2026
Beginner
272 pages
7h 45m
English
Content preview from Grokking AI Applications
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7 Integrating GenAI in your data ecosystem
In this chapter
- getting started with the KNIME platform for running data transformation and advanced analytics
- exploring the integration of GenAI flows with external data sources and systems
- building hybrid KNIME and Langflow applications to pull large amounts of data, run LLM calls, and store the outcome for future use
So far, we’ve built GenAI applications using large language models (LLMs) to build conversational experiences. In all these cases, a human user interacted through chat with an LLM-driven entity. Conversational AI is definitely one of the most popular applications of AI these days, but it’s clearly just one of many.
Quite often, the input data doesn’t come from a human user at all. ...
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