awesome-gpt3  by elyase

GPT-3 demos and articles collection

created 5 years ago
4,561 stars

Top 11.0% on sourcepulse

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Project Summary

This repository is a curated list of demos, applications, and articles showcasing the capabilities of OpenAI's GPT-3 API. It serves as a resource for developers, researchers, and enthusiasts interested in exploring practical use cases and understanding the technology behind GPT-3. The collection highlights GPT-3's versatility across various domains, from code generation and data analysis to creative writing and content creation.

How It Works

The project aggregates examples of GPT-3's application by leveraging its natural language processing and generation capabilities. Demos span areas like HTML layout generation, React component creation, question answering, search augmentation, and code generation for spreadsheets and databases. It also includes examples of GPT-3's use in creative writing, legal document simplification, email drafting, and even game generation.

Highlighted Details

  • Code Generation: Demonstrates GPT-3's ability to generate Python, SQL, shell commands, and even machine learning code from natural language descriptions.
  • Data Analysis & Visualization: Includes examples of creating charts from descriptions and building natural-language interfaces for spreadsheets.
  • Content Creation: Showcases GPT-3 for marketing content, meme generation, email writing, poetry, and quiz creation.
  • Research & Articles: Compiles papers and articles discussing GPT-3's functionality, limitations, and potential impact.

Maintenance & Community

This is a community-curated list, with contributions likely coming from various individuals and projects. Specific maintainer information or community links are not detailed in the provided README.

Licensing & Compatibility

The repository itself appears to be a collection of links and descriptions, not containing proprietary code. The licensing of the individual projects linked within is not specified. Compatibility for commercial use would depend on the licenses of the linked GPT-3 powered applications.

Limitations & Caveats

This repository is a curated list and does not provide direct access to GPT-3 or host any of the demos. Users will need to interact with the individual linked projects or the OpenAI API directly. The rapid evolution of GPT-3 and related technologies means some linked demos may become outdated.

Health Check
Last commit

1 year ago

Responsiveness

1+ week

Pull Requests (30d)
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Star History
3 stars in the last 90 days

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