Embed and Test a Knowledge Document

Open Embedding after parsing and chunking are complete.

1. Select an active Embedding Model.
2. Select a supported Embedding Dimensions value.
3. Review the model and dimension summary.
4. Select Embed Document.

Changing dimensions can rebuild the shared search index and temporarily remove other documents from retrieval until they are embedded again. Coordinate that change before confirming it.

Test retrieval

After embedding, open Testing.

• Similarity Test: enter a relevant query, an irrelevant query, and a threshold. Review both scores and the PASS or FAIL result.
• Nearest Neighbor Test: enter a query and select Run. Review the three closest chunks, their scores, source page, section, and content.

Embedding makes the selected output searchable; it does not bypass Knowledge scope or access policies. Re-embed after changes to parsed content, chunks, summaries, or enrichment. Use Sync Access after policy-only changes to an already indexed document.