Opentelemetry semantic conventions for GenAI traces
Blog post from Portkey
Portkey emphasizes the importance of observability for applications, ensuring that all requests, in terms of cost and latency, are securely logged by default through its gateway. Particularly for non-deterministic LLM-based applications, deeper observability is crucial, and OpenTelemetry has introduced a development specification to improve tracing for such applications. Portkey supports using semantic conventions for logging to enhance the observability and filtering of requests, and it allows integration with various tracing libraries like Arize Phoenix, Langfuse, and Langsmith. The gateway's logging layer enables rich analytics and quick debugging, and Portkey provides robust support for exporting traces using its analytics APIs, adhering to evolving semantic conventions.
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