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Sketch

Automate workflows, enhance security & manage code changes.
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Monthly Traffic:

2000

What is Sketch?

Sketch is an AI code-writing assistant designed for pandas users that understands the context of data, improving the relevance of suggestions. It is usable in seconds and does not require adding a plugin to your IDE. Sketch is built to navigate various tasks in the data stack landscape, including data cataloging, data engineering, and data analysis. It offers features like Ask, which returns text-based answers based on summary statistics and data descriptions, and Howto, which provides code blocks for various data-related tasks. Sketch also supports the use of pre-built Hugging Face models and can be configured to use OpenAI directly. It uses efficient approximation algorithms to summarize data and feed the summaries into language models, with plans to integrate these summaries directly into custom “data + language” foundation models for more accurate results in the future.

 


 

⚡Top 5 Sketch Features:

  1. AI code-writing assistant: Sketch is an AI code-writing assistant that understands the context of your data, improving the relevance of suggestions.
  2. Natural Language interface: Sketch follows a standard data-analysis workflow, navigating tasks in the data stack landscape.
  3. Data Catalogging: Sketch supports general tagging, metadata generation, and data engineering tasks.
  4. Data cleaning and masking: Sketch helps with data cleaning and masking for compliance purposes.
  5. Data visualization: Sketch provides tools for data visualization, including plotting and creating models.

 


 

⚡Top 5 Sketch Use Cases:

  1. Data questions: Use Sketch to ask questions about your data and get answers in natural language.
  2. Data cleaning: Sketch can help clean your data by removing duplicates, nulls, and outliers.
  3. Data transformation: Sketch allows you to transform your data by creating new features and parsing fields.
  4. Data visualization: Sketch provides tools for visualizing your data with plots and charts.
  5. Data analysis: Sketch can be used to analyze your data by asking hypotheticals and generating code blocks for various tasks.
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