elasticsearch-esql

You can convert natural language to ES|QL queries by providing text prompts that describe your data exploration goals. The tool generates executable ES|QL commands targeting Elasticsearch syntax like FROM, WHERE, EVAL, STATS BY, and SORT.

Yes, you can visualize Elasticsearch query results automatically using Vega-Lite charts or Graphviz diagrams. The tool generates visualizations directly from your executed ES|QL queries to help you explore logs and metrics.

The supported ES|QL syntax includes FROM, WHERE, EVAL, STATS BY, KEEP, DROP, SORT, and LIMIT commands. This coverage allows you to filter, aggregate, transform, and sort Elasticsearch data sources using natural language prompts.

To start querying Elasticsearch logs, install the necessary dependencies, configure your Elasticsearch access, and run the CLI tool. You can then input natural language prompts to generate, execute, and visualize ES|QL queries against your data sources.

Yes, the tool works for exploring both Elasticsearch logs and metrics. It translates your natural language data exploration prompts into executable ES|QL queries, enabling quick iteration on data analysis and dashboards.

The tool enforces specific ES|QL syntax coverage including FROM, WHERE, EVAL, STATS BY, KEEP, DROP, SORT, and LIMIT. Queries are constrained to this supported syntax when generating executable commands from natural language prompts.