AI & Machine Learning

Connect Needle to Your AI Agents

Let your Wkil agents search and manage document collections through Needle.

Authentication: API key

What you can do

Available capabilities may vary by authentication and workspace configuration.

Search Collection

Search across the files stored in a collection.

Add files to a collection

Add new files to an existing document collection.

Create Collection

Set up a new document collection for search.

Get File Download URL

Retrieve a temporary download link for a stored file.

An agent searches a knowledge collection to answer a user's question with a source document.
An agent adds a newly uploaded document to the correct collection automatically.

1
Choose the integration
Add Needle 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.

What file types can be searched?

This depends on the file types you've added to your Needle collections.