This week focused on refining the spell-check feature by integrating Google’s Generative Language API, improving backend functionality, and enhancing user experience. Several key challenges were addressed, leading to important learnings and system improvements.
Securing API Key Integration like
The initial phase involved setting up a secure API key retrieval process. While a hardcoded key was used for initial testing, a more secure approach was needed. The challenge arose when the retrieved key from the database was not being recognized. After troubleshooting, the issue was identified as a placeholder key, prompting a switch to a dynamic retrieval method that improved security and reliability.
Exploring Data Retrieval in React Admin
To enhance efficiency, different data retrieval methods within React Admin were explored, including fetchJSON and getOne. The getOne method was successfully implemented, allowing seamless API key retrieval without hardcoding credentials.
In parallel, adjustments were made to the UX for the spell-check button, ensuring an intuitive and user-friendly experience. Additionally, a customized prompt was developed to guide the model in generating accurate corrections.
Refining System Behavior & Addressing Edge Cases
Testing revealed that certain specialized terms were being incorrectly modified. To resolve this, the system prompt was updated to include contextual instructions, ensuring that domain-specific terms were preserved and understood correctly by the model.
Further refinements were made to the button placement and design, following feedback on usability and aesthetics. A more thoughtful placement was explored to enhance accessibility and ensure a seamless user experience.
Key Takeaways
- API Security Matters: Dynamic retrieval of API keys ensures better security and scalability.
- Efficient Data Handling: Exploring multiple retrieval methods optimizes performance and flexibility.
- UX Considerations Are Crucial: Thoughtful design decisions improve overall user interaction.
- Continuous Refinement Enhances Performance: Iterative improvements based on feedback lead to a more robust system.
With these advancements in place, the next steps will focus on refining functionality further and optimizing system performance. Looking forward to the upcoming challenges and improvements.