Sandboxed Execution
Every query runs inside an isolated Docker container with read-only access to your data. DuckDB, ripgrep, Python — pre-installed and ready.
Ask naturally. Get answers grounded in your own data.
Your agent reads the files you already use, then searches, joins, and analyzes them for you.
A secure, tool-equipped agent that handles the technical details while you stay focused on the question.
Every query runs inside an isolated Docker container with read-only access to your data. DuckDB, ripgrep, Python — pre-installed and ready.
Complex queries join catalogue, sales and document sources into a single answer.
CSV, Parquet, Markdown, JSON — the agent picks the right tool for each format.
The agent remembers context, refines its own prompts through git-backed evolution, and consolidates knowledge overnight — getting sharper with each conversation.
No schemas to configure or dashboards to build. Just bring your data and start asking.
Drop CSV, Excel, PDF, or Markdown files. They're automatically converted, classified, and organized into queryable folders.
Type naturally. The agent figures out which files to read, what queries to run, and how to join data across sources.
Watch the agent work in real-time — every bash command, every query, every finding streamed live to your screen.
Bring your files. Ask in plain language. Let the agent do the searching, joining, and analysis for you.
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