In this section, we’ll create a Knowledge Base (KB) using DigitalOcean's GenAI Platform, leveraging the dataset stored in your DigitalOcean Spaces object store, named kubernetes-agent-dataset
, from the previous step.
Ensure you have:
- The dataset uploaded to a Spaces object store (e.g.,
kubernetes-agent-dataset
). - The endpoint URL and credentials for your Space.
For more details on creating a Knowledge Base, refer to the Knowledge Base Quickstart Guide.
- Log in to your DigitalOcean account.
- Navigate to the GenAI Platform dashboard by selecting GenAI Platform from the side menu.
-
Select GenAI Platform from the side menu, scroll down until you see
Dive Into GenAI
, then in the START WITH DATA box, selectCreate a Knowledge base
. -
(Optionally) If you have played around with the GenAI Platform, you may not see the screen above. It may look like this below. In this case, click the Knowledge base tab, then select
Create Knowledge base
. -
Enter a name for your Knowledge Base (e.g.,
kubernetes-agent-kb
). -
Specify the source as Spaces Object Store and select
kubernetes-agent-dataset
from list of spaces buckets. -
Select the default Embeddings Model:
Multi QA MPNet Base Dot
. -
Click Create Knowledge Base to start the creation process.
-
Once created, the Knowledge Base will begin indexing the dataset files. Select your
kubernetes-agent-kb
Knowledge base. -
Navigate to the Knowledge Base Overview page to monitor progress.
-
Verify that all files have been indexed successfully. Any errors will be displayed in the logs.