02_Deployment DataViz, IQR & GenAI for Fraud Detection
Fraud Detection Deployment: using the IQR method + GenAI for multilingual alerts
This workflow deploys a fraud detector for investment agreements using the IQR techniques for outlier detection. Once fraudulent agreements are identified, the workflow creates custom, multilingual alerts with the help of GenAI and a RAG process. The alert previews can be deployed as a Data App on the KNIME Business Hub.
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/-/collections/~D4ckx2q_J5FPBQXu/
Nodes
- Single Selection Configuration10 ×
- Cell Splitter8 ×
- CSS Editor7 ×
- String Configuration7 ×
- Table Row to Variable7 ×
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Extensions
- FeatureKNIME Base nodes
- FeatureKNIME Column Expressions (legacy)
- FeatureKNIME Database
- FeatureKNIME Excel Support
- FeatureKNIME JavaScript Views
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