ai-data-analyst

Open-source local-first AI data analyst for CSV, Excel, and read-only databases. Verify evidence and build editable reports.

Ask questions about your CSV in plain English — verified SQL/Python generated by an LLM, executed entirely in your browser via DuckDB-WASM and Pyodide. Zero backend, zero cost.

AI-powered self-healing data scientist.

An intelligent tool that connects to your database and acts as your personal data analyst.

AI data analyst using Streamlit, Groq, DuckDB, and secure SQL validation. Upload CSV files and ask questions in plain English.

Open source AI data analyst that answers questions about your data in plain English. Governed by a dbt semantic layer, runs locally on DuckDB, refuses to guess when it is unsure, and publishes execution accuracy on every commit. Text to SQL you can put in a board deck.

Self-service AI data workspace for CSV/XLSX profiling, deterministic cleaning, natural-language SQL analysis, and traceable charts.

A benchmark testing whether LLM SQL agents can answer causal 'why did this metric move?' questions — scored against a deterministic decomposition engine.

Local-first AI data analyst for CSV files with bounded Gemini tools, read-only SQL, pandas analysis, charts, and traceable evidence.