Microsoft Foundry
5 articles tagged Microsoft Foundry.
Azure OpenAI Deployment Types: Global Standard vs Data Zone vs Provisioned
Choose between Global Standard, Data Zone, Standard and Provisioned deployments in Azure OpenAI based on where data is processed, latency variance, throughput guarantees and billing model.
Azure OpenAI model retirement runbook: avoid 410 errors, upgrade safely
Track Azure OpenAI model retirement dates, set versionUpgradeOption, validate the replacement model and migrate provisioned deployments before the cutoff.
Fix Azure OpenAI 429 Too Many Requests: TPM, RPM and PTU limits
Diagnose Azure OpenAI 429 errors on Standard and provisioned deployments and fix them with quota changes, max_tokens tuning, correct retries and spillover.
Fix Azure OpenAI content filter 400 errors: ResponsibleAIPolicyViolation
Find which Azure OpenAI content filter category blocked a request, then fix false positives with custom content filters, Prompt Shields settings and blocklists.
Migrate from the Azure OpenAI Assistants API to Foundry Agent Service
Move code from the retired Azure OpenAI Assistants API to Foundry Agent Service: assistants to agents, threads to conversations, runs to responses, plus exporting thread history.