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How we’re building a data platform for a new user: agents

Blog post from ClickHouse

Post Details
Company
Date Published
Author
The Agentic Data Stack #
Word Count
2,085
Company Posts That Month
32
Language
English
Hacker News Points
-
Post removed?
No
Summary

AI agents are transforming the way databases are used by transitioning from traditional human-centered workflows to AI-driven processes that require real-time data ingestion, rapid query execution, and scalable economic models. ClickHouse, a database platform, aligns naturally with these new AI workloads due to its fast aggregation and support for high concurrency. The development of the Agentic Data Stack exemplifies this shift, integrating tools like LibreChat, ClickHouse, and Langfuse to create a conversational analytics environment that supports AI agents. ClickHouse has introduced various tools and integrations, such as the ClickHouse Assistant and ClickHouse Agent Skills, to enhance the capabilities of AI agents in handling database queries efficiently. The platform's ability to manage large-scale data workloads has attracted companies like OpenAI, Anthropic, and Character.AI, which leverage ClickHouse for its reliability and performance in data-heavy AI applications. As AI continues to redefine database market expectations, ClickHouse aims to be at the forefront by providing a robust infrastructure that meets the demanding requirements of AI-driven data analytics.

Trends Found in this Post
Trend Post Mentions Total Month Mentions Posts Companies MoM
MCP 19 4,488 443 150 +34%
LLM 12 6,078 960 218 +18%
Observability 8 3,204 716 172 +14%
AI Agents 4 4,545 963 231 +27%
Real-time 4 6,457 1,307 242 +28%
Data Pipeline 1 732 223 82 +132%
RAG 1 1,806 326 91 +5%
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