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Match CV Skills to Job Descriptions with Term Indexer

<p>This Data App demonstrates how exorbyte's <strong>M|Box Term Indexing Nodes</strong> can be combined with AI-powered entity extraction for keyword-based skill detection in CVs.</p><p>The CV Job Description Matcher:</p><ul><li><p>Lets the user paste a job description and upload multiple applicants' resumes</p></li><li><p>Extracts required skills using the LLM-powered <strong>Document Entity Extractor</strong></p></li><li><p>Builds a searchable index from the extracted skill keywords using the <strong>Term Indexer</strong></p></li><li><p>Uses the <strong>Term Index Matcher</strong> to efficiently and fault-tolerantly detect those keywords in each CV</p></li><li><p>Returns a comparison table showing which skills were found in each CV — and which were not</p></li></ul><p>Index-based matching with the <strong>M|Box Term Indexing Nodes</strong> ensures scalable, reliable and fault-tolerant skill detection – even when working with typos, noisy LLM outputs or inconsistent CV formatting.</p>

URL: exorbyte GmbH https://exorbyte.ai/
URL: exorbyte/KNIME https://exorbyte.ai/knime

OpenAI API Credentials

Please enter your username and API key in the Credentials Configuration node

Request/Activate Exorbyte License

Request and register your exorbyte license before running any M|Box nodes.

If you do not have an active license, within the License Requester:

  1. Choose Demo (30 days) or Production.

  2. Enter your email (and Customer Token if production).

  3. Execute the node – it sends a secure request to the exorbyte team.

  4. When you receive the .lic file, reopen the node → Use available license fileand run the node

Afterwards, or if you already have an active license, run License Activator

⚠️ Each KNIME installation or Hub environment needs its own license

👉 See full exorbyte License Activation Guide

CV Skill Matching – Match skills between CVs and Job Descriptions

Upload CVs and enter a job description to match an applicant's skills to the required skillset using AI entity extraction and fuzzy matching powered by exorbyte's M|Box nodes for efficient index creation and rapid, fault-tolerant search.

License Activator
CV-Job Description Matcher
Credentials Configuration
OpenAI Authenticator
OpenAI LLM Selector
License Requester

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