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Data2prompt is a powerful OSS CLI tool that compiles your entire data-heavy project into a single AI-optimized file. Handles CSVs, Excel, SQLite & notebooks like data, not raw text dumps. data2prompt fits into the Context Engineering phase of the data science lifecycle, bridging the gap between local development and LLM reasoning.
A governed semantic answer layer for agentic Q&A — answers only when it can stand behind the answer, with citations and permissions enforced, otherwise clarifying or abstaining.