S
To be verifiedSketch is an AI code-writing assistant for pandas users that understands the context of their data, greatly improving the relevance of suggestions. It is usable in seconds and doesn't require adding a plugin to an IDE. Sketch uses efficient approximation algorithms (data sketches) to quickly summarize data and feed that information into language models. It summarizes columns and writes these summary statistics as additional context for the code-writing prompt.
AI code-writing assistant for pandas users that understands data context.
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github.com/approximatelabs/sketch
What is S?
AI code-writing assistant for pandas users that understands data context.
Sketch is an AI code-writing assistant for pandas users that understands the context of their data, greatly improving the relevance of suggestions. It is usable in seconds and doesn't require adding a plugin to an IDE. Sketch uses efficient approximation algorithms (data sketches) to quickly summarize data and feed that information into language models. It summarizes columns and writes these summary statistics as additional context for the code-writing prompt.
Core Features
AI-powered code suggestions for pandas
Data understanding through data sketches
Natural language interface for data analysis
Local and remote execution options
Popular Use Cases
- Data cata
Feature Comparison
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Comparison details are provided for informational purposes and should be verified with the official website.
How to use
- Import sketch
- and then use the .sketch extension on any pandas dataframe. Use .sketch.ask for question-answer
- .sketch.howto for code-writing prompts
- and .sketch.apply for data generation.
Pricing
S uses a freemium pricing model. Pricing and features may change over time.
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Frequently Asked Questions
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Source
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Related Tags
AI WritingContent GenerationResearchEmail WritingSummarizationRewritingAcademic ResearchBrowser ExtensionFreemium
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