For IT: Keep job metadata clean for vector search
For IT: Keep job metadata clean for vector search
IT engineers see malformed job rows break recruiter search and assistant responses, risking poor candidate matches. It prevents malformed job records reaching the vector store, ensuring reliable search results for recruiters and assistants.
Overview
Broken or stale job records undermine recruiter search and AI assistants. This workflow validates and cleans job metadata before it reaches your vector store, turning noisy feeds into reliable search inputs and protecting candidate matching quality. IT and recruitment teams report fewer broken search responses and smoother downstream AI behavior.
Notable Features
- Validate required job fields
- Normalize and truncate text fields
- Push cleaned metadata to vector store