AI & Machine Learning

Connect Ragie to Your AI Agents

Let your Wkil agents index documents and retrieve grounded answers through Ragie's retrieval engine.

Authentication: API key

What you can do

Available capabilities may vary by authentication and workspace configuration.

Create Document

Upload and index a new document for retrieval.

Create Document From URL

Index a document directly from a web URL.

Get Response

Retrieve a generated answer based on indexed documents.

Retrieve Document Chunks

Fetch the most relevant document chunks for a query.

Delete Document

Remove a document from the retrieval index.

List Documents

Retrieve the list of indexed documents.

An agent indexes a new knowledge-base article so it becomes searchable immediately.
An agent retrieves relevant document chunks to ground an answer before responding to a user.

1
Choose the integration
Add Ragie to your agent from inside the Wkil platform.
2
Grant the permissions it needs
Define precisely what the agent can access and perform.
3
Test, then run it
Test actions before they go live, with human approval where needed.

Permissions always stay in your control — you can scope access and require human approval before any sensitive action.

Does this use my own Ragie account?

Yes — the connection authenticates with an API key scoped to your account and its indexed documents.