semantic-conventions/docs/attributes-registry/gen-ai.md

Gen AI

Gen AI Attributes

This document defines the attributes used to describe telemetry in the context of LLM (Large Language Models) requests and responses.

Attribute	Type	Description	Examples	Stability
gen_ai.completion	string	The full response received from the LLM. [1]	[{'role': 'assistant', 'content': 'The capital of France is Paris.'}]
gen_ai.prompt	string	The full prompt sent to an LLM. [2]	[{'role': 'user', 'content': 'What is the capital of France?'}]
gen_ai.request.max_tokens	int	The maximum number of tokens the LLM generates for a request.	100
gen_ai.request.model	string	The name of the LLM a request is being made to.	gpt-4
gen_ai.request.temperature	double	The temperature setting for the LLM request.	0.0
gen_ai.request.top_p	double	The top_p sampling setting for the LLM request.	1.0
gen_ai.response.finish_reasons	string[]	Array of reasons the model stopped generating tokens, corresponding to each generation received.	stop
gen_ai.response.id	string	The unique identifier for the completion.	chatcmpl-123
gen_ai.response.model	string	The name of the LLM a response was generated from.	gpt-4-0613
gen_ai.system	string	The Generative AI product as identified by the client instrumentation. [3]	openai
gen_ai.usage.completion_tokens	int	The number of tokens used in the LLM response (completion).	180
gen_ai.usage.prompt_tokens	int	The number of tokens used in the LLM prompt.	100

[1]: It's RECOMMENDED to format completions as JSON string matching OpenAI messages format

[2]: It's RECOMMENDED to format prompts as JSON string matching OpenAI messages format

[3]: The actual GenAI product may differ from the one identified by the client. For example, when using OpenAI client libraries to communicate with Mistral, the gen_ai.system is set to openai based on the instrumentation's best knowledge.

gen_ai.system has the following list of well-known values. If one of them applies, then the respective value MUST be used; otherwise, a custom value MAY be used.

Value	Description	Stability
openai	OpenAI