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https://openim.io
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OpenIM AI Feature Issue - Web-based Issue Generation and Analysis #624

Closed cubxxw closed 1 year ago

cubxxw commented 1 year ago

Goal

The goal of this feature is to develop a comprehensive AI system within OpenIM that enables users to conveniently submit issues through a web-based interface. This AI system should automatically analyze the semantics and language of the submitted issues, classify them as bugs or features, assign appropriate labels, enhance user ideas, and provide suggestions to further elaborate on their thoughts.

Proposed Solution

  1. Web-based Issue Submission: Create a user-friendly web page accessible through the official OpenIM website. The page should provide a form where users can enter their issue details.
  2. Multilingual Support: The AI system should be capable of processing issues submitted in different languages. Since the underlying technology is based on chatgpt4, it should effectively handle various languages, including Chinese.
  3. Automated Semantic Analysis: Utilize the power of chatgpt4 to automatically analyze the semantic meaning of the submitted issues. The system should distinguish between bug reports and feature requests based on the content.
  4. Automated Labeling: Based on the semantic analysis, the AI system should automatically assign relevant labels to the issues. For example, labels like "bug," "enhancement," "feature request," etc.
  5. Enhancement and Elaboration: The AI system should further enhance user ideas by expanding upon their initial submissions. This could involve asking clarifying questions or suggesting potential improvements.
  6. User Feedback: Allow users to comment on their own submissions and provide additional insights or clarification, fostering a collaborative environment.

Additional Considerations

  1. Privacy and Data Protection: Implement robust measures to ensure user data privacy and security throughout the issue submission and analysis process.
  2. Optimization for ChatGPT4: Fine-tune the chatgpt4 model to be more adept at issue analysis, taking into account the specific requirements of the OpenIM platform.
  3. Scalability and Performance: Design the system to handle a large volume of issue submissions efficiently and ensure quick response times.
  4. Community Moderation: Implement community moderation features to address potential misuse or inappropriate content.

Expected Outcome

By implementing this AI-powered issue generation and analysis system, OpenIM aims to streamline the process of gathering user feedback, ensuring that valuable insights are captured, and fostering a more engaging and productive user-community relationship.

kubbot commented 1 year ago

This issue is available for anyone to work on. Make sure to reference this issue in your pull request. :sparkles: Thank you for your contribution! :sparkles: Join slack 🤖 to connect and communicate with our developers. If you wish to accept this assignment, please leave a comment in the comments section: /accept.🎯