Definition
An observability and visualization platform used in RAG pipelines to monitor real-time telemetry, such as retrieval latency, token consumption, and agentic loop performance, by aggregating data from time-series databases and tracing backends. It provides critical visibility into system health at the cost of increased infrastructure complexity for telemetry collection.
Used for monitoring LLM operational metrics and cost, not for building the agent logic itself.
"The cockpit dashboard of a jet, displaying fuel levels (token budget), airspeed (latency), and engine health (model status) on a single screen."
- Observability(Overarching Discipline)
- Prometheus(Standard Metric Data Source)
- Token Throughput(Key Metric Tracked)
- Semantic Trace(Visualized Component)
Conceptual Overview
An observability and visualization platform used in RAG pipelines to monitor real-time telemetry, such as retrieval latency, token consumption, and agentic loop performance, by aggregating data from time-series databases and tracing backends. It provides critical visibility into system health at the cost of increased infrastructure complexity for telemetry collection.
Disambiguation
Used for monitoring LLM operational metrics and cost, not for building the agent logic itself.
Visual Analog
The cockpit dashboard of a jet, displaying fuel levels (token budget), airspeed (latency), and engine health (model status) on a single screen.