Vettero

Knowledge Base

Query, upsert, and delete vectors, and manage datasources from a workflow.

Knowledge Base blocks sit in the builder palette under kb. They search and update the same knowledge bases you attach to agents for RAG.

Shared graph rules are on Workflows. Read only stores allow query and list, not upsert or delete. Strict stores require metadata that matches the meta fields you defined.

Add Datasource and Refresh Datasource queue work in the background. The graph continues before vectors are ready. Check status with Get Datasource or List Datasources before you Query.
UseBlock
List stores in the workspaceList Knowledge Bases
Search by text, vector, or idQuery
Add or replace one vectorUpsert
Remove vectorsDelete
Queue a file for ingestionAdd Datasource
Re-process a datasourceRefresh Datasource
Load one datasourceGet Datasource
List datasources in a storeList Datasources
Remove a datasource and its vectorsDelete Datasource

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List Knowledge Bases
List knowledge bases in the workspace.
Query
Query vectors in a knowledge base by id, text, or vector.
Upsert
Upsert a single vector record in a knowledge base.
Delete
Delete vectors from a knowledge base by id, ids, or metadata.
Add Datasource
Queue a knowledge-base file for ingestion.
Get Datasource
Fetch a knowledge-base datasource by ID.
List Datasources
List all datasources in a knowledge base.
Refresh Datasource
Re-queue a knowledge-base datasource for ingestion.
Delete Datasource
Remove a datasource and its vectors from a knowledge base.
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