Demo 09 - Observability =============================================== The 3 main pillars of observability are logging, tracing, and metrics. # Logging To ensure that our LLM interactions are monitored and logged, we need to implement logging in our application. # Metrics It’s also important to gain insight into the performance and behavior of our application. Using these metrics, we can create meaningful graphs, dashboards and alerts. # Tracing Tracing is another important aspect of observability. It involves tracking the flow of requests and responses through your application, and identifying any anomalies or inconsistencies that may indicate a problem. It also allows you to identify bottlenecks and areas for improvement in your application.