Fine Tuning Search

The architecture team recognized the importance of providing administrators with the ability to manipulate scores and weights from various scoring methods to tailor search results to their preferences. To achieve this, they designed a dynamic dashboard interface that allows administrators to adjust parameters such as weights assigned to lexical analysis, semantic analysis, APS, listen notes, and other scoring methods. The dashboard provides intuitive controls such as sliders and visual cues, enabling administrators to fine-tune the influence of each scoring method on the overall result ranking. Additionally, the dashboard offers real-time feedback, displaying updated search results as users adjust the parameters, facilitating quick experimentation and comparison. Behind the scenes, the architecture team implemented robust algorithms to handle the manipulation of scores and weights seamlessly, ensuring that changes made through the dashboard are reflected accurately in the search results. This approach empowers administrators to personalize their search experience according to their preferences and priorities, enhancing user satisfaction and engagement with the search platform.