Public Leaderboard Web Interface And Visualization

via “experiment tracking and leaderboard visualization with streamlit dashboard”

LLM app instrumentation and evaluation with feedback functions.

Unique: Integrates Streamlit dashboard directly with TruSession database queries, enabling real-time leaderboard updates without ETL. Provides framework-agnostic trace visualization that works across LangChain, LlamaIndex, and LangGraph applications via unified span schema

vs others: More lightweight than dedicated experiment tracking platforms (Weights & Biases, MLflow); runs locally without external service dependencies while providing LLM-specific visualizations (span hierarchies, feedback scores) that generic dashboards cannot infer