AI knowledge search for Confluence
Connect one or more Confluence spaces and DaRetriva indexes every page into a semantic knowledge base — so your team can search or ask an AI agent instead of clicking through nested pages, with every answer cited back to the source page.
How Confluence indexing works
Connect your Confluence instance
Authenticate with an API token and choose which spaces to index — Cloud or Data Center deployments are supported.
Automatic indexing
Pages are parsed, chunked and embedded into a vector index, including tables and attached files.
Real-time or scheduled sync
Edits and new pages are reflected automatically, in real time (Business/Enterprise) or on a daily schedule (Starter).
Search and ask questions
Search semantically or chat with an AI agent scoped to your documentation — answers link back to the exact Confluence page.
Why teams use DaRetriva with Confluence
Stop losing knowledge in nested pages
Ask a question in plain language instead of navigating a page tree to find the right documentation.
Answers with citations
Every AI response links back to the source Confluence page, so your team can verify and open it directly.
Unify with other sources
Search across Confluence alongside Google Drive, SharePoint, Slack and 15+ other connectors in one place.
BYOK and secure hosting
Bring your own OpenAI/Anthropic/Mistral keys and host on DaRetriva's secure European cloud, or your own environment via a Dedicated License.
Frequently asked questions
Does DaRetriva support Confluence Cloud and Data Center?
Yes, both Confluence Cloud and Confluence Data Center / Server deployments are supported via API token authentication.
Can I limit indexing to specific spaces?
Yes — you choose exactly which Confluence spaces are connected and indexed; nothing outside that scope is read.
Are page attachments indexed too?
Yes, supported attachment types (PDF, DOCX, and similar) linked from indexed pages are processed alongside the page content.
How current is the Confluence index?
Business and Enterprise plans sync in real time as pages change. Starter plans sync on a daily schedule.