01. GenAI Learnathon_​Solution

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During this hands-on learnathon, you will get familiar with the free low-code tool KNIME Analytics Platform, techniques for fraud detection, and the use of GenAI via the KNIME AI Extension (Labs).

Without any coding experience you will learn to:

* Detect frauds in investment contracts visually and using statistical techniques

* Prompt engineer an LLM via the OpenAI integration

* Create a vector store from a corpus of different types of investment contracts (the knowledge base)

* Build and deploy a data app to display email alerts and make it available to authenticated users on a web browser

Other KNIME AI integrations we will discuss include GPT4All, Hugging Face, Chroma, FAISS and more.

URL: KNIME AI Extension (Labs) https://hub.knime.com/knime/extensions/org.knime.python.features.llm/latest/
URL: KNIME for Generative AI https://hub.knime.com/knime/collections/KNIME%20for%20Generative%20AI~D4ckx2q_J5FPBQXu

Nodes

• Single Selection Configuration11 ×
• Cell Splitter8 ×
• Table Row to Variable8 ×
• CSS Editor7 ×
• FAISS Vector Store Creator7 ×
• Show all 52 nodes

Extensions

• FeatureKNIME Base nodes
• FeatureKNIME Column Expressions (legacy)
• FeatureKNIME Database
• FeatureKNIME Excel Support
• FeatureKNIME Hub Additional Connectivity
• Show all 13 modules

Links

• No links available