Weโre excited to announce that the Databricks Agent Bricks Knowledge Assistant is now Generally Available making it easier than ever to turn your enterprise documents into accurate, cited answers powered by AI.
Built on Databricksโ new Instructed Retriever architecture, Knowledge Assistant goes beyond traditional RAG systems by intelligently understanding how each knowledge source should be queried. The result? More precise answers, fewer hallucinations, and grounded insights that link directly to your sources.
Key highlights:
- Deploy in minutes: Build a fully managed, trusted knowledge agent without complex setup.
- Instructed Retrieval: Delivers up to 70% higher answer quality than traditional RAG systems.
- Continuous improvement: Benefit from automatic research upgradesโno re-deployment needed.
- Page-level citations: Every response is fully traceable back to the original document.
- Agent Learning from Human Feedback (ALHF): Turns expert input into smarter, repeatable agent behavior.
- Native MLflow integration: Track feedback and performance with full governance and transparency.
Organizations like FinThrive are already using Knowledge Assistant to empower teams with always-available AI collaborators that boost decision-making and productivity.
Generally Available in 10+ regions, Knowledge Assistant helps teams unlock the value of their enterprise knowledge - securely, accurately, and at scale.
Read the full blog post and start building your own agent today!
