{"categories":[{"label":"Application Frameworks","url":"https://skillfed.io/packages/category/software-development-libraries-application-frameworks/3"}],"enrichment":{"capability":"Provides the Responses protocol endpoints for Azure AI Hosted Agent containers, enabling handlers to create, stream, cancel, delete, and replay agent responses with full lifecycle management.","skillfed_tags":["azure-ai","async-streaming","agent-framework"],"use_cases":["Building conversational AI agents that stream token-by-token responses in real-time to clients over SSE.","Implementing multi-user agent sessions where per-request call IDs route tool invocations to user-scoped results.","Creating agents that emit function calls, reasoning traces, and structured outputs alongside text in a single response stream.","Handling graceful cancellation and server shutdown independently\u2014observing client cancellation via a signal while tracking server drain separately.","Recovering from crashes in background response handlers by replaying persisted stream events when resilient_background mode is enabled."],"what_it_does":"This package extends azure-ai-agentserver-core by adding a complete Responses protocol implementation for Azure AI Hosted Agent containers. It handles the full lifecycle of agent responses\u2014creation, streaming via Server-Sent Events (SSE), cancellation, deletion, and replay\u2014through REST endpoints and async handler decorators.\n\nDevelopers register async handlers using the @app.response_handler decorator to process incoming requests. The package manages response state transitions (created \u2192 in_progress \u2192 completed/failed/cancelled), handles client disconnections and cancellation signals independently from server shutdown, and provides utilities like TextResponse for simple text replies and ResponseEventStream for complex multi-type outputs with function calls and reasoning items. It supports streaming, background execution, and opt-in crash recovery for stored responses.","worth_installing":"Yes. This is a production-ready (Development Status 5) framework extension from Microsoft's official Azure SDK with no known vulnerabilities, low install friction, and active maintenance. Install it if you are building an agent server on the Azure AI Hosted Agent platform and need to implement the Responses protocol."},"id":"azure-ai-agentserver-responses","links":{"html":"https://skillfed.io/packages/azure-ai-agentserver-responses","md":"https://skillfed.io/packages/azure-ai-agentserver-responses.md","pypi":"https://pypi.org/project/azure-ai-agentserver-responses/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-11","license_spdx":"MIT","license_treatment":"permissive","name":"azure-ai-agentserver-responses","python_support":"supports_current","summary":"Python SDK for building servers implementing the Azure AI Responses protocol"},"popularity":{"monthly_downloads":382360,"position":7089,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"2.0.0"}