Whitepaper · AGENTIC AI
Building Agentic AI Powered By ClickHouse
How ClickHouse underpins agentic AI systems that reason over real-time analytical data.
Agentic AI systems need a data backend that can answer high cardinality, ad-hoc analytical questions in milliseconds. This paper explains why ClickHouse has emerged as a natural fit for the data layer beneath LLM agents, and how to architect agentic applications that query, learn from and act on real-time analytical data at scale.
[01] · What's Inside
- Why analytical databases matter in the agentic stack
- Patterns for letting LLMs query ClickHouse safely and efficiently
- Real time ingestion of events, telemetry and tool outputs
- Grounding agents in fresh data with materialised views
- Operational considerations: cost, latency, observability
[02] · Download