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Python Package Status

This file tracks the current lifecycle state of the Python packages in this workspace. Some packages at later stages might have features within them that are not ready yet, these have feature stage decorators on the relevant APIs, and for experimental features warnings are raised. See the Feature-level staged APIs section below for details on which features are in which stage and where to find them.

Status is grouped into these buckets:

  • alpha - initial release and early development packages that are not yet ready for general use
  • beta - prerelease packages that are not currently release candidates
  • rc - release candidate packages, these are close to ready for release but may still have some breaking changes before the final release
  • released - stable packages without a prerelease suffix, these are stable packages that should not have breaking changes between versions
  • deprecated - removed or deprecated packages that should not be used for new work

Current packages

Package Path State
agent-framework python/ released
agent-framework-a2a python/packages/a2a beta
agent-framework-ag-ui python/packages/ag-ui released
agent-framework-anthropic python/packages/anthropic beta
agent-framework-azure-contentunderstanding python/packages/azure-contentunderstanding beta
agent-framework-azure-ai-search python/packages/azure-ai-search beta
agent-framework-azure-cosmos python/packages/azure-cosmos beta
agent-framework-azure-cosmos-memory python/packages/azure-cosmos-memory alpha
agent-framework-azurefunctions python/packages/azurefunctions beta
agent-framework-bedrock python/packages/bedrock beta
agent-framework-chatkit python/packages/chatkit beta
agent-framework-claude python/packages/claude beta
agent-framework-copilotstudio python/packages/copilotstudio beta
agent-framework-core python/packages/core released
agent-framework-declarative python/packages/declarative released
agent-framework-devui python/packages/devui beta
agent-framework-durabletask python/packages/durabletask beta
agent-framework-foundry python/packages/foundry released
agent-framework-foundry-hosting python/packages/foundry_hosting beta
agent-framework-foundry-local python/packages/foundry_local beta
agent-framework-gemini python/packages/gemini beta
agent-framework-github-copilot python/packages/github_copilot released
agent-framework-hosting python/packages/hosting alpha
agent-framework-hosting-a2a python/packages/hosting-a2a alpha
agent-framework-hosting-mcp python/packages/hosting-mcp alpha
agent-framework-hosting-responses python/packages/hosting-responses alpha
agent-framework-hosting-telegram python/packages/hosting-telegram alpha
agent-framework-hyperlight python/packages/hyperlight beta
agent-framework-lab python/packages/lab beta
agent-framework-mem0 python/packages/mem0 beta
agent-framework-mistral python/packages/mistral beta
agent-framework-monty python/packages/monty beta
agent-framework-ollama python/packages/ollama beta
agent-framework-openai python/packages/openai released
agent-framework-orchestrations python/packages/orchestrations released
agent-framework-purview python/packages/purview beta
agent-framework-redis python/packages/redis beta
agent-framework-tools python/packages/tools beta

Deprecated / removed packages

Package Previous path State Notes
agent-framework-azure-ai python/packages/azure-ai deprecated The client classes within the azure-ai package were renamed, sometimes changed, and moved to agent-framework-foundry.

Feature-level staged APIs

The following feature IDs have explicit feature-stage decorators on public APIs in the packages listed below.

Experimental features

DECLARATIVE_AGENTS

  • agent-framework-declarative: declarative agent loading APIs from agent_framework_declarative, including AgentFactory, DeclarativeLoaderError, ProviderLookupError, and ProviderTypeMapping from agent_framework_declarative/_loader.py

EVALS

  • agent-framework-core: exported evaluation APIs from agent_framework, including LocalEvaluator, evaluate_agent, evaluate_workflow, and the related evaluation types and helper checks defined in agent_framework/_evaluation.py
  • agent-framework-foundry: FoundryEvals, evaluate_traces, and evaluate_foundry_target

FILE_HISTORY

  • agent-framework-core: FileHistoryProvider from agent_framework/_sessions.py

FIDES

  • agent-framework-core: security labeling, content indirection, policy enforcement, and secure MCP APIs from agent_framework/security.py, including IntegrityLabel, ConfidentialityLabel, ContentLabel, ContentVariableStore, SecureAgentConfig, and SecureMCPToolProxy

FOUNDRY_TOOLS

  • agent-framework-foundry: released-service tool helpers on FoundryChatClient, currently get_bing_grounding_tool and get_azure_ai_search_tool

FOUNDRY_PREVIEW_TOOLS

  • agent-framework-foundry: preview-service tool helpers on FoundryChatClient, including Bing Custom Search, SharePoint, Fabric, Memory Search, Computer Use, Browser Automation, and A2A

FUNCTIONAL_WORKFLOWS

  • agent-framework-core: functional workflow APIs from agent_framework/_workflows/_functional.py, including RunContext, step, FunctionalWorkflow, workflow, and FunctionalWorkflowAgent

HARNESS

  • agent-framework-core: experimental harness APIs for background agents, file access, looping, memory, and file-backed todo storage under agent_framework/_harness/

MCP_LONG_RUNNING_TASKS

  • agent-framework-core: MCPTaskOptions from agent_framework/_mcp.py

MCP_SKILLS

  • agent-framework-core: MCPSkillResource, MCPSkill, and MCPSkillsSource from agent_framework/_skills.py

PROGRESSIVE_TOOLS

  • agent-framework-core: FunctionInvocationContext.add_tools and FunctionInvocationContext.remove_tools from agent_framework/_middleware.py

SESSION_STORE

  • agent-framework-core: SessionStore and FileSessionStore from agent_framework/_sessions.py
  • agent-framework-foundry-hosting: FoundrySessionStore from agent_framework_foundry_hosting/_session_store.py

TO_PROMPT_AGENT

  • agent-framework-foundry: to_prompt_agent from agent_framework_foundry/_to_prompt_agent.py

Release-candidate features

There are currently no feature-level rc APIs.