Automatically generate knowledge base descriptions using the default system LLM

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1. Is this request related to a challenge you're experiencing? Tell me about your story.

Knowledge base descriptions currently need to be written manually. This becomes time-consuming and error-prone when a knowledge base contains many documents or its content changes frequently. A missing or inaccurate description also makes it harder for users and agents to understand the scope and purpose of the knowledge base.

Please add a feature that automatically generates a knowledge base description from the knowledge base's full content.

Suggested behavior:

• Provide a Generate with AI action when creating or editing a knowledge base.
• Use the workspace's default system LLM, so users do not need to configure a separate model for this feature.
• Generate the description based on all content in the knowledge base. For content that exceeds the model context window, use a hierarchical/chunked summarization strategy so the final description still represents the whole knowledge base rather than only the first documents or segments.
• Allow users to review and manually edit the generated description.
• Allow users to regenerate the description after documents are added, removed, or updated.
• Show a clear error and leave the existing description unchanged if generation fails.

Expected result: users can quickly create an accurate, concise description that reflects the complete knowledge base while retaining full control over the final text.

2. Additional context or comments

This would reduce setup effort and improve the quality of knowledge base metadata, especially when descriptions are used to help an LLM or agent decide which knowledge base is relevant.

3. Can you help us with this feature?

• I am interested in contributing to this feature.