Shypd.aiThe largest open index of AI toolsSketch is an AI code-writing assistant that understands data content, specifically designed for pandas users. It provides relevant code suggestions and can be used without requiring an IDE plugin.
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Sketch is an AI code-writing assistant tailored for pandas users, designed to understand the context of your data to provide highly relevant code suggestions. It offers a natural language interface, allowing users to ask questions and generate code blocks for various data analysis tasks. Sketch supports data cataloging, cleaning, feature creation, analysis, and visualization. It can be integrated into a workflow by simply importing the library and using the `.sketch` extension on any pandas DataFrame. Users can leverage its `ask`, `howto`, and `apply` functions for querying data, generating code, and parsing fields or creating new features, respectively. Sketch uses efficient approximation algorithms to summarize data for language models and can run locally with pre-built Hugging Face models or connect to OpenAI directly.
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Free