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NCAI MLS 2

Compute statistics for key columns
Statistics View
Select OpenAI embedding model
OpenAI Embedding Model Selector
Generate embeddings for desc column using OpenAI model
Text Embedder
Combine desc, purpose, emp_length, home_ownership into AI_Context column
Column Combiner
Select OpenAI LLM model for scoring
OpenAI LLM Selector
Send AI_Context to OpenAI LLM with strict JSON prompt for scoring
LLM Prompter
Join with LLM scores on RowID
Joiner
Parse LLM JSON output into table columns
String to JSON
OpenAI Authenticator
Join original data with embeddings on RowID
Joiner
Credentials Configuration
Normalize all columns (Min-Max scaling)
Normalizer
CSV Reader

Nodes

Extensions

Links

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To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: Thiresh Sidda
Created at: 2026-04-27
On NodePit since: 2026-04-29
Last update: 2026-04-29
Created with KNIME version: v5.8.3

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