insightsmith is an open-source, locally-run agentic AI tool for data analysis. It functions as an autonomous data consultant that performs profiling, exploratory data analysis (EDA), and generates insights using libraries like Polars. Designed to run entirely on user hardware for privacy and speed, it is distributed as a CLI tool on PyPI under the Apache-2.0 license.
insightsmith is an AI & ML product. It focuses on performing insightful data analysis, profiling, and exploratory data analysis (EDA) without relying on cloud services or complex setups. insightsmith is an open-source project aimed at data analysts and data scientists. The project is open source (Apache-2.0). It runs on the command line.
Behind insightsmith is Sofiane Ouaari, and the product first shipped in 2026. The project is developed in the open on GitHub with 17 commits in the last 90 days. Among its 4 catalogued features are Data Profiling, Automated EDA, and Local Execution.
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