Definition
An observability and monitoring platform used in RAG pipelines to track LLM-specific telemetry, including prompt/response traces, token usage, and latency across multi-step agentic workflows. It enables developers to debug 'hallucination' points by visualizing the chain of thought, though it introduces a minor architectural trade-off of increased telemetry cost and integration complexity.
Focus on 'LLM Observability' for tracking AI reasoning paths, not just general cloud infrastructure monitoring.
"A high-fidelity flight data recorder (Black Box) for an AI agent's decision-making process."
- Observability(Category)
- Tracing(Component)
- Token Tracking(Component)
- Chain of Thought (CoT)(Monitoring Target)
Conceptual Overview
An observability and monitoring platform used in RAG pipelines to track LLM-specific telemetry, including prompt/response traces, token usage, and latency across multi-step agentic workflows. It enables developers to debug 'hallucination' points by visualizing the chain of thought, though it introduces a minor architectural trade-off of increased telemetry cost and integration complexity.
Disambiguation
Focus on 'LLM Observability' for tracking AI reasoning paths, not just general cloud infrastructure monitoring.
Visual Analog
A high-fidelity flight data recorder (Black Box) for an AI agent's decision-making process.