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AI Assistant

Explore observability data, build dashboards, and set alerts in plain English, no SQL required.

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Simplify troubleshooting

No SQL or schema knowledge needed, turn natural language queries into instant insights.

Spot Issues Before Users Do

Debug faster

Speed up root-cause analysis by summarizing logs, spotting patterns, and generating queries instantly.

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Reduce toil

Generate panels, dashboards, and alerts from a single prompt, in seconds.

OpenObserve AI Assistant

Natural Language Queries

  • Conversational SQL from Any Question

    Type a question like "Show me the error rate for the login service in the last 30 minutes" and the assistant generates the correct OpenObserve SQL query, ready to run, no editing required.

  • Instant Data Context

    Spot an anomaly? Ask the assistant. It surfaces key fields, patterns, and top values instantly, so you can understand what changed and investigate faster.

Natural Language Queries

Intelligent Log Investigation

  • Log Summarization & Pattern Detection

    Ask "Summarize the top errors in the last hour" and get a structured, readable breakdown, highlighting recurring patterns, spike events, and anomalies without manually scanning thousands of lines.

  • Deployment-Aware Change Analysis

    Ask "What changed in the last deployment?" and the assistant compares log behavior across time windows to surface regressions, new error signatures, or traffic shifts tied to your most recent release.

Intelligent Log Investigation

Automated Dashboard Generation

  • AI-Generated Dashboards

    Describe what you want like “Create a dashboard for HTTP errors and latency,” and the assistant recommends the right panels and generates the dashboard in seconds.

  • SLO & Burn Rate Dashboard Creation

    Generate SLO-specific views instantly, the assistant handles the underlying queries, burn rate calculations, and error budget panels.

Automated Dashboard Generation

Automated Alert Creation

  • Natural Language Alert Configuration

    Forget tedious alert configuration, request, "Build me an alert if error rate exceeds 5% in 10 minutes.", and the assistant takes it from there.

  • Trace & Log Schema Alerts

    Explore unfamiliar data structures and build alerts against them without prior knowledge. The assistant identifies relevant fields, suggests appropriate thresholds, and generates alert logic.

Automated Alert Creation

AI Assistant FAQs

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Try OpenObserve today for more efficient and performant observability.

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