alibabacloud-sls-data-agent
Installation
SKILL.md
SLS DataAgent
SLS DataAgent is an AI assistant that autonomously understands natural language and automatically completes data acquisition, processing, analysis, and visualization. It acts as your "fully automated data analyst": you ask a question in natural language, and it fetches, cleans, analyzes the data, and returns conclusions and visualizations.
It is invoked through the SLS DataAgent OpenAPI; the session streams the analysis process and conclusions back over SSE.
Capabilities
- Natural language understanding: turn colloquial data questions into well-defined analysis tasks.
- Data acquisition: automatically locate and pull relevant data (logs, metrics, etc.) within the SLS project.
- Data processing: cleaning, aggregation, transformation.
- Data analysis: statistics, trends, comparisons, anomalies / insights.
- Visualization: generate charts and structured conclusion reports.