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Add the span and log record processors for multi-agent GENAI systems #46703

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Add the span and log record processors for multi-agent GENAI systems
rads-1996 May 4, 2026
fc98fa9
Update CHANGELOG
rads-1996 May 4, 2026
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3 changes: 3 additions & 0 deletions sdk/monitor/azure-monitor-opentelemetry/CHANGELOG.md
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Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,9 @@
## 1.8.8 (Unreleased)

### Features Added
- Register GenAI main-agent attribution processors to automatically propagate
`microsoft.gen_ai.main_agent.*` attributes in multi-agent GenAI systems per [spec](https://github.com/aep-health-and-standards/Telemetry-Collection-Spec/blob/main/ApplicationInsights/genai_main_agent_attribution.md)
([#46703](https://github.com/Azure/azure-sdk-for-python/pull/46703))

### Breaking Changes

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8 changes: 8 additions & 0 deletions sdk/monitor/azure-monitor-opentelemetry/azure/monitor/opentelemetry/_configure.py
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Expand Up @@ -59,6 +59,10 @@
_QuickpulseLogRecordProcessor,
_QuickpulseSpanProcessor,
)
from azure.monitor.opentelemetry.exporter._gen_ai._processor import ( # pylint: disable=import-error,no-name-in-module
_GenAIMainAgentLogRecordProcessor,
_GenAIMainAgentSpanProcessor,
)
Comment on lines +62 to +65
from azure.monitor.opentelemetry.exporter import ( # pylint: disable=import-error,no-name-in-module
ApplicationInsightsSampler,
AzureMonitorMetricExporter,
Expand Down Expand Up @@ -182,6 +186,8 @@ def _setup_tracing(configurations: Dict[str, ConfigurationValue]):
sampler=RateLimitedSampler(target_spans_per_second_limit=cast(float, traces_per_second)), resource=resource
)

# GenAI main-agent attribution processor must be registered first
tracer_provider.add_span_processor(_GenAIMainAgentSpanProcessor())
Comment on lines +189 to +190
for span_processor in configurations[SPAN_PROCESSORS_ARG]: # type: ignore
tracer_provider.add_span_processor(span_processor) # type: ignore
if configurations.get(ENABLE_LIVE_METRICS_ARG):
Expand Down Expand Up @@ -235,6 +241,8 @@ def _setup_logging(configurations: Dict[str, ConfigurationValue]):
enable_performance_counters_config = configurations[ENABLE_PERFORMANCE_COUNTERS_ARG]
logger_provider = LoggerProvider(resource=resource)
enable_trace_based_sampling_for_logs = configurations[ENABLE_TRACE_BASED_SAMPLING_ARG]
# GenAI main-agent attribution processor must be registered first
logger_provider.add_log_record_processor(_GenAIMainAgentLogRecordProcessor())
Comment on lines +244 to +245
for custom_log_record_processor in configurations[LOG_RECORD_PROCESSORS_ARG]: # type: ignore
logger_provider.add_log_record_processor(custom_log_record_processor) # type: ignore
if configurations.get(ENABLE_LIVE_METRICS_ARG):
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