Added future improvements section to README.md

README.md

@@ -19,6 +19,7 @@ pinned: false
 6. [Deployment Details](#deployment-details)
 7. [Running Tests](#running-tests)
 8. [Information on How to Use the UI](#information-on-how-to-use-the-ui)
+9. [Future Improvements](#future-improvements)
 
 ---
 
@@ -245,3 +246,30 @@ The **Prompt Search Engine** interface is designed for simplicity and ease of us
 
 The clean, dark theme is optimized for readability, making it easier to analyze and use the results effectively.
 
+
+## Future Improvements
+
+1. **Replace Print Statements with Logging**
+   - Integrate the `logging` module to replace print statements for better debugging, configurability, and structured logs.
+
+2. **GitHub Workflow for Continuous Integration**
+   - Set up GitHub Actions to automatically sync the GitHub repository with the Hugging Face Space. This will streamline deployment processes and ensure consistency across versions.
+
+3. **Support for Predownloaded Datasets**
+   - Add options to use predownloaded datasets instead of downloading them at runtime, enhancing usability for restricted or offline environments.
+
+4. **Code Refactoring**
+   - Extract remaining hardcoded values into a constants module or configuration file for better maintainability.
+
+5. **Improve Prompt Corpus Handling**
+   - Make the current limitation on the number of prompts configurable via a parameter or remove it entirely if unnecessary to provide users with greater flexibility.
+
+6. **Database or Persistent Storage**
+   - Explore integrating a database for persistent storage, moving away from reliance on runtime memory or temporary files to enhance scalability and reliability.
+
+7. **Enhance Unit Testing**
+   - Expand the test coverage for edge cases and performance testing;
+   - Automate test execution with GitHub Actions to maintain code quality and reliability.
+
+8. **Frontend Enhancements**
+   - Focus on general improvements to the Gradio frontend, such as better customization, theming, and user experience.