MicrosoftDocs/azure-ai-docs/articles/foundry

Trace to dataset, synthetric dataset, multi-turn, and rubric eval ga (#14610) * Trace to dataset, synthetric dataset, and rubric eval ga * Remove preview label from conversation evaluation Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Revise traces to dataset article and add new section Updated reviewer information and refined text for clarity. Added a section on manually adding traces to a dataset. * refresh simulation to latest and promote to GA * updates to synthetic add new multi-turn scenario * Align conversation evaluation guidance Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update articles/foundry/observability/how-to/traces-to-dataset.md Co-authored-by: learn-build-service-prod-08[bot] <274430765+learn-build-service-prod-08[bot]@users.noreply.github.com> * Update evaluation data generation docs Update the synthetic and trace dataset articles for the GA data generation API and SDK request shape. Remove obsolete portal screenshots and document current sampling, privacy, versioning, and job-management behavior. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Copilot-Session: 1ee3eb6c-452c-4624-bddb-16a2d82e91a6 * Document multi-source synthetic conversations Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add multi-language synthetic conversation samples Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add synthetic conversations article to TOC Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix synthetic conversations TOC depth Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add JavaScript synthetic data evaluation samples Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update trace dataset portal screenshot Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update rubric evaluator samples to GA API Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * add more clarity on the evaluators supported set * Update articles/foundry/observability/how-to/cloud-evaluation-conversations.md Co-authored-by: learn-build-service-prod-06[bot] <274430002+learn-build-service-prod-06[bot]@users.noreply.github.com> * Add JavaScript deployed conversation samples Document conversation ID and agent filter evaluation flows with the preview trace data source. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Correct trace evaluation time windows Clarify the seven-day default, explicit ID lookup windows, and optional agent-filter end time. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add JavaScript conversation evaluation samples Replace the remaining PR-scoped JavaScript placeholders with dataset evaluation and simulation examples based on the Azure SDK samples. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Clarify conversation evaluator compatibility Keep trace evaluation on the preview SDK contract and document how mixed evaluator sets behave with message inputs. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Clarify GA trace dataset guidance Use the 2.8 SDK surface for trace-to-dataset generation and keep direct trace evaluation references on the preview documentation path. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Lauryn Gayhardt <23491583+lgayhardt@users.noreply.github.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Co-authored-by: Yan Chen <chey0913@hotmail.com> Co-authored-by: learn-build-service-prod-08[bot] <274430765+learn-build-service-prod-08[bot]@users.noreply.github.com> Co-authored-by: Nitish Kundala <nkundala@microsoft.com> Co-authored-by: learn-build-service-prod-06[bot] <274430002+learn-build-service-prod-06[bot]@users.noreply.github.com> Copilot-Session: 1ee3eb6c-452c-4624-bddb-16a2d82e91a6

Add voice agent image input guidance and navigation (#14655) * Update role assignment needs for simulation and TOC chapter names for prompt agents. * Update articles/foundry/agents/concepts/voice-agent-observability.md Co-authored-by: learn-build-service-prod-10[bot] <274431553+learn-build-service-prod-10[bot]@users.noreply.github.com> * Add voice agent image input how-to draft Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Clarify voice observability access boundaries Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Organize hosted agents by interaction mode Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update articles/foundry/agents/how-to/send-image-input-voice-agent.md Co-authored-by: learn-build-service-prod-05[bot] <274429479+learn-build-service-prod-05[bot]@users.noreply.github.com> * Track image sample publication dependency Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Reference published voice image samples Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Resolve voice agent documentation review items Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: learn-build-service-prod-10[bot] <274431553+learn-build-service-prod-10[bot]@users.noreply.github.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Co-authored-by: learn-build-service-prod-05[bot] <274429479+learn-build-service-prod-05[bot]@users.noreply.github.com>

move haiku up in table

model launch (#14776) * model launch * Update articles/foundry/foundry-models/includes/models-partners.md Co-authored-by: learn-build-service-prod-02[bot] <274428175+learn-build-service-prod-02[bot]@users.noreply.github.com> * Update articles/foundry/foundry-models/includes/claude-models-hosting-comparison-content.md Co-authored-by: learn-build-service-prod-02[bot] <274428175+learn-build-service-prod-02[bot]@users.noreply.github.com> * preexisting typo Corrected 'English language' to 'English languages' for grammatical accuracy. --------- Co-authored-by: learn-build-service-prod-02[bot] <274428175+learn-build-service-prod-02[bot]@users.noreply.github.com> Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com>

Revise agent subnet egress firewall allow list details Updated the egress firewall allow list for Azure Firewall integration with the agent subnet, specifying required FQDNs and clarifying TLS inspection considerations.

Remove gpt-6.1-sol from priority processing table

Merge pull request #14763 from sanjeev3/sajagtap/model-router-policy-note Update model router supported models

Update model router supported models Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Merge branch 'main' into docs/ai-projects-2.8.0

Merge pull request #14761 from yulin-li/docs/voice-agent-model-selection Improve voice-agent model selection and self-deployed model samples

Address voice-agent documentation review feedback Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>

Improve voice-agent model selection and self-deployed samples Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>

Merge pull request #14754 from mattmccleary/patch-1 Update traces-sensitive-content.md with access instructions

Update articles/foundry/observability/how-to/traces-sensitive-content.md Co-authored-by: learn-build-service-prod-02[bot] <274428175+learn-build-service-prod-02[bot]@users.noreply.github.com>

Merge pull request #14713 from alvinashcraft/alvinashcraft/main-grok-47-release Updates for grok 4.7 model release

Remove instructions for granting read access to identities Removed section on granting read access to authorized identities for sensitive content.

Update traces-sensitive-content.md with access instructions Added instructions for granting read access to authorized identities for sensitive trace content.

Add Flex processing support for additional models Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Copilot-Session: 92ba906e-aa47-4b58-9dc8-986a8b327a2f

Apply batched suggestions from code review Co-authored-by: learn-build-service-prod-10[bot] <274431553+learn-build-service-prod-10[bot]@users.noreply.github.com>

Merge pull request #14747 from gfitzgerald42/gefitzgerald/docs/remove-agent-endpoint-api-version Remove API version from agent endpoint example