Part 14/16:
- Cloudflare: Handles petabytes of activity logs, traces, and metrics to detect malicious traffic and system anomalies instantly, showcasing ClickHouse’s capability in observability at scale.
The Future of Data: AI, Vectors, and Automation
ClickHouse is actively integrating with AI models for embedding storage, semantic Search, and feature engineering. Recent developments include:
Support for vector data: Cosine similarity, nearest neighbor search, enabling sophisticated AI workflows.
Seamless connection with LLMs like OpenAI or Anthropic, reducing complexity for data scientists.
Automated reporting: Systems like MCP (Managed Cloud Platform) provide no-code/low-code interfaces for query automation, democratizing data insights.