This week, the Autoplay team focused on enhancing AI-driven features and refining system integrations. The backend received key updates, including improvements to AI analysis, chatbot API integration, and structured search handling.

On the AI side, we rolled out Semantic Navigation v2.1 and introduced the first version of our chatbot. Meanwhile, the frontend team made progress on chatbot integration and session replay enhancements. Significant work was also completed on evaluation metrics, particularly in bounding similarity and semantic similarity comparisons.

🔥 Highlights

• Bug Fixes: Various minor fixes and stability improvements.

• Chatbot Integration: Added chatbot functionality to capture interaction, intention, knowledge, and hesitation data.

• Semantic Navigation v2.1: Improved search and navigation experience based on semantic relevance.

• Session Replay Enhancements: Sessions in the pilot program can now be linked back to their original sources.

• Evaluation Metrics:

  • Bounding Similarity Comparison: Fully functional with JSON normalization.

  • Semantic Similarity Comparison: Nearing completion, with final prompt adjustments underway.