Icon

Text Embedder

<p>This workflow compares different candidate profiles to identify the best match for an ideal candidate using embeddings. It is part of the AI Extension Guide and demonstrates how to use the Text Embedder node.</p>

This workflow compares different candidate profiles to identify the best match for an ideal candidate using embeddings. It is part of the AI Extension Guide and demonstrates how to use the Text Embedder node.

Text Embedder: Candidate Similarity Plot

This workflow compares different candidate profiles to identify the best match for an ideal candidate using embeddings. It is part of the AI Extension Guide and demonstrates how to use the Text Embedder node.


1. Read data

2. Generate embeddings

3. Reduce Dimensions

4. Plot results

Embed CVs
Text Embedder
Model: text-embedding-3-small
OpenAI Embedding Model Selector
CV_Similarity_Demo.csv
CSV Reader
Split "Embeddings"column
Split Collection Column
Insert OpenAI key
Credentials Configuration
Color Manager
Plot
Scatter Plot
OpenAI Authenticator
Reduce to two dimensions
PCA

Nodes

Extensions

Links