OpenInference provides OpenTelemetry instrumentation specifically for AI observability. It enables tracing, metrics collection, and evaluation data capture for AI applications built on frameworks including LangChain, LlamaIndex, LangGraph, OpenAI, and other LLM systems. The project standardizes telemetry collection across the AI ecosystem to support LLMOps workflows.