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The RADS Agent leverages multi-agent orchestration paired with an in-memory execution engine (DuckDB) to completely automate data ingestion, Exploratory Data Analysis (EDA), and semantic business queries.
Functionality
- By simply providing a Kaggle dataset URL, the agent constructs a secure pipeline.
- It performs automated data cleaning, schema abstraction, and type coercion.
- Users can ask natural language questions ("What was the highest grossing product last quarter?"), which the multi-agent system translates into secure, vectorized SQL execution.
- Fully Open Source: Provides transparency and adaptability for diverse research needs.