LLM Observability
LLM-based applications leverage the deep learning capabilities of GenAI and Large Language Models (LLMs) to understand, interpret, and generate human-like text and reasoning.
Due to the massive scale of data processing involved—coupled with distributed architectures and real-time interactions—monitoring LLM applications requires sophisticated systems capable of accessing high volumes of data, performing end-to-end tracing, and providing insights into costs, token usage, and latency.
KloudMate provides native support for LLM Observability via the OpenTelemetry ecosystem.