02. GenAI Learnathon_Deployment_Solution

GenAI Learnathon: Enrich Data Analytics with GenAI 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. Without any coding experience you will learn to:<ul><li>Detect fraud in investment contracts visually and using statistical techniques</li><li>Prompt engineer an LLM via the OpenAI integration</li><li>Create a vector store from a corpus of different types of investment contracts (the knowledge base)</li><li>Build and deploy a data app to display email alerts and make it available to authenticated users on a web browser</li></ul>Other KNIME AI integrations we will discuss include GPT4All, Hugging Face, Chroma, FAISS and more.

URL: KNIME AI Extension https://hub.knime.com/knime/extensions/org.knime.python.features.llm/latest/
URL: KNIME for Generative AI https://hub.knime.com/-/collections/~D4ckx2q_J5FPBQXu/

E) Deploy Fraud Detection with GenAI Alert on KNIME Business Hub (OPTIONAL)

Step 1: Apply fraud detection on new contract data

Step 2: Apply vector store on newly detected fraud to get context

Step 3: Apply prompt engineering and the LLM to perform RAG and generate new fraud email alerts

Step 4: Deploy to KNIME Business Hub the resulting Data App

02. GenAI Learnathon_​Deployment_​Solution

E) Deploy Fraud Detection with GenAI Alert on KNIME Business Hub (OPTIONAL)

Step 1: Apply fraud detection on new contract data

Step 2: Apply vector store on newly detected fraud to get context

Step 3: Apply prompt engineering and the LLM to perform RAG and generate new fraud email alerts

Step 4: Deploy to KNIME Business Hub the resulting Data App

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02. GenAI Learnathon_Deployment_Solution