Azure AI Foundry

Integration version1.0.0

Overview

AI Foundry is a platform for designing, customizing, and managing AI applications. Use the Azure AI Foundry integration to track the usage and performance of your model deployments.

Setup

Installation

If you haven’t already, set up the Microsoft Azure integration first. There are no other installation steps.

Data Collected

Metrics

azure.cognitiveservices_accounts.model_availability_rate
(gauge)
Availability percentage with the following calculation: (total calls - server errors)/total calls. Server errors include any 500-level HTTP responses.
Shown as percent
azure.cognitiveservices_accounts.model_requests
(count)
Number of calls made to the model API over a period of time. Applies to PTU, PTU-managed, and pay-as-you-go deployments.
azure.cognitiveservices_accounts.input_tokens
(count)
Number of prompt tokens processed (input) on a model. Applies to PTU, PTU-managed, and pay-as-you-go deployments.
azure.cognitiveservices_accounts.output_tokens
(count)
Number of tokens generated (output) from an OpenAI model. Applies to PTU, PTU-managed, and pay-as-you-go deployments.
azure.cognitiveservices_accounts.total_tokens
(count)
Number of inference tokens processed on a model. Calculated as prompt tokens (input) plus generated tokens (output). Applies to PTU, PTU-managed, and pay-as-you-go deployments.
azure.cognitiveservices_accounts.count
(gauge)
Count of CognitiveServices accounts.
azure.cognitiveservices_accounts.annotated_pages
(count)
Total number of pages processed with annotations. Applies to PTU, ptu-managed and pay-as-you-go deployments.
azure.cognitiveservices_accounts.audio_input_tokens
(count)
Number of audio prompt tokens processed (input) on an openai model. Applies to ptu-managed model deployments.
azure.cognitiveservices_accounts.audio_output_tokens
(count)
Number of audio prompt tokens generated (output) on an openai model. Applies to ptu-managed model deployments.
azure.cognitiveservices_accounts.generated_images
(count)
Total number of images generated. Applies to PTU, ptu-managed and pay-as-you-go deployments.
azure.cognitiveservices_accounts.total_pages
(count)
Total number of pages processed. Applies to PTU, ptu-managed and pay-as-you-go deployments.
azure.cognitiveservices_accounts.realtime_api_seconds_used
(count)
RealtimeAPI number of seconds used.
azure.cognitiveservices_accounts.prompt_tokens_read_from_cache
(count)
Total number of tokens read from the cache. Applies to anthropic model deployments. Surfaced in response usage section as cache_read_input_tokens.
azure.cognitiveservices_accounts.prompt_tokens_written_to_cache_1_hour_ttl
(count)
Number of prompt tokens used to create the 1 hour entry. Applies to anthropic model deployments. Surfaced in response usage section as cache_creation.ephemeral_1h_input_tokens.
azure.cognitiveservices_accounts.prompt_tokens_written_to_cache_5_minute_ttl
(count)
Number of prompt tokens used to create the 5 minute cache entry. Applies to anthropic model deployments. Surfaced in response usage section as cache_creation.ephemeral_5m_input_tokens.
azure.cognitiveservices_accounts.voice_live_audio_input_tokens
(count)
Number of audio input tokens, excluding cached tokens.
azure.cognitiveservices_accounts.voice_live_audio_output_tokens
(count)
Number of audio output tokens.
azure.cognitiveservices_accounts.voice_live_cached_audio_input_tokens
(count)
Number of cached audio input tokens.
azure.cognitiveservices_accounts.voice_live_cached_text_input_tokens
(count)
Number of cached text input tokens.
azure.cognitiveservices_accounts.voice_live_text_input_tokens
(count)
Number of text input tokens, excluding cached tokens.
azure.cognitiveservices_accounts.voice_live_text_output_tokens
(count)
Number of text output tokens.

Service Checks

Azure AI Foundry does not include any service checks.

Events

Azure AI Foundry does not include any events.

Troubleshooting

Need help? Contact Datadog support.