From Logs to Metrics: OpenSearch's Prometheus support with Agentic AI and...
summary
OpenSearch has a merged backend plugin merged for native Prometheus ingest while the front-end metrics UX remains in progress; experimental features include an AI chat assistant for logs and traces that supports AGUI-compatible HomesGPT adapter and pluggable agents (self‑hosted or third‑party). The agent uses indexed knowledge bases plus live context and can execute front‑end queries and produce graphs, with an add-to-dashboard prototype working in demos though some live demo stability issues appear.
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chapters (13)
- 0:00Introduction
- 1:03OpenSearch overview
- 3:09Prometheus and AI motivation
- 4:55LLM natural language queries
- 6:22Knowledge base for responses
- 8:13Agentic AI data exploration
- 9:19Custom agents in Dashboards
- 10:42Homes GPT as agent
- 12:23Agent interaction protocol
- 15:10AI chat in logs and traces
- 18:09Demo: agentic AI in Dashboards
- 21:42Agent-led investigations
- 22:53Q&A
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