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__init__.py
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# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
"""
Agent OS Integrations
Adapters to wrap existing agent frameworks with Agent OS governance.
Supported Frameworks:
- LangChain: Chains, Agents, Runnables
- LlamaIndex: Query Engines, Chat Engines, Agents
- CrewAI: Crews and Agents
- AutoGen: Multi-agent conversations
- OpenAI Assistants: Assistants API with tools
- Anthropic Claude: Messages API with tool use
- Google Gemini: GenerativeModel with function calling
- Mistral AI: Chat API with tool calls
- Semantic Kernel: Microsoft's AI orchestration framework
- PydanticAI: Model-agnostic agents with tool governance
Usage:
# LangChain
from agent_os.integrations import LangChainKernel
kernel = LangChainKernel()
governed_chain = kernel.wrap(my_chain)
# LlamaIndex
from agent_os.integrations import LlamaIndexKernel
kernel = LlamaIndexKernel()
governed_engine = kernel.wrap(my_query_engine)
# OpenAI Assistants
from agent_os.integrations import OpenAIKernel
kernel = OpenAIKernel()
governed = kernel.wrap(assistant, client)
# Semantic Kernel
from agent_os.integrations import SemanticKernelWrapper
governed = SemanticKernelWrapper().wrap(sk_kernel)
"""
from agent_os.exceptions import (
AdapterNotFoundError,
AdapterTimeoutError,
AgentOSError,
BudgetError,
BudgetExceededError,
BudgetWarningError,
ConfigurationError,
CredentialExpiredError,
IdentityError,
IdentityVerificationError,
IntegrationError,
InvalidPolicyError,
MissingConfigError,
PolicyDeniedError,
PolicyError,
PolicyTimeoutError,
PolicyViolationError,
RateLimitError,
)
from agent_os.integrations.a2a_adapter import A2AEvaluation, A2AGovernanceAdapter, A2APolicy
from agent_os.integrations.anthropic_adapter import AnthropicKernel, GovernedAnthropicClient
from agent_os.integrations.autogen_adapter import AutoGenKernel
from agent_os.integrations.crewai_adapter import CrewAIKernel
from agent_os.integrations.gemini_adapter import GeminiKernel, GovernedGeminiModel
from agent_os.integrations.google_adk_adapter import GoogleADKKernel
from agent_os.integrations.guardrails_adapter import GuardrailsKernel
from agent_os.integrations.langchain_adapter import LangChainKernel
try:
from agent_os.integrations.maf_adapter import (
AuditTrailMiddleware as MAFAuditTrailMiddleware,
CapabilityGuardMiddleware as MAFCapabilityGuardMiddleware,
GovernancePolicyMiddleware as MAFGovernancePolicyMiddleware,
RogueDetectionMiddleware as MAFRogueDetectionMiddleware,
create_governance_middleware as maf_create_governance_middleware,
)
except ImportError: # agent_framework is an optional dependency
pass
from agent_os.integrations.llamafirewall import (
FirewallMode,
FirewallResult,
FirewallVerdict,
LlamaFirewallAdapter,
)
from agent_os.integrations.llamaindex_adapter import LlamaIndexKernel
from agent_os.integrations.mistral_adapter import GovernedMistralClient, MistralKernel
from agent_os.integrations.openai_adapter import GovernedAssistant, OpenAIKernel
from agent_os.integrations.pydantic_ai_adapter import PydanticAIKernel
from agent_os.integrations.semantic_kernel_adapter import (
GovernedSemanticKernel,
SemanticKernelWrapper,
)
from .base import (
AsyncGovernedWrapper,
BaseIntegration,
BoundedSemaphore,
CompositeInterceptor,
DriftResult,
GovernancePolicy,
PolicyInterceptor,
ToolCallInterceptor,
ToolCallRequest,
ToolCallResult,
)
from .config import AgentOSConfig, get_config, reset_config
from .conversation_guardian import (
AlertAction,
AlertSeverity,
ConversationAlert,
ConversationGuardian,
ConversationGuardianConfig,
EscalationClassifier,
FeedbackLoopBreaker,
OffensiveIntentDetector,
)
from .dry_run import DryRunCollector, DryRunDecision, DryRunPolicy, DryRunResult
from .escalation import (
ApprovalBackend,
DefaultTimeoutAction,
EscalationDecision,
EscalationHandler,
EscalationPolicy,
EscalationRequest,
EscalationResult,
InMemoryApprovalQueue,
WebhookApprovalBackend,
)
from .compat import CompatReport, check_compatibility, doctor, warn_on_import
from .health import ComponentHealth, HealthChecker, HealthReport, HealthStatus
from .logging import GovernanceLogger, JSONFormatter, get_logger
from .policy_compose import PolicyHierarchy, compose_policies, override_policy
from .rate_limiter import RateLimiter, RateLimitStatus
from .templates import PolicyTemplates
from .token_budget import TokenBudgetStatus, TokenBudgetTracker
from .tool_aliases import ToolAliasRegistry
from .webhooks import DeliveryRecord, WebhookConfig, WebhookEvent, WebhookNotifier
__all__ = [
# Base
"AsyncGovernedWrapper",
"BaseIntegration",
"DriftResult",
"GovernancePolicy",
# Tool Call Interceptor (vendor-neutral)
"ToolCallInterceptor",
"ToolCallRequest",
"ToolCallResult",
"PolicyInterceptor",
"CompositeInterceptor",
# Backpressure / Concurrency
"BoundedSemaphore",
# LangChain
"LangChainKernel",
# LlamaIndex
"LlamaIndexKernel",
# CrewAI
"CrewAIKernel",
# AutoGen
"AutoGenKernel",
# OpenAI Assistants
"OpenAIKernel",
"GovernedAssistant",
# Anthropic Claude
"AnthropicKernel",
"GovernedAnthropicClient",
# Google Gemini
"GeminiKernel",
"GovernedGeminiModel",
# Mistral AI
"MistralKernel",
"GovernedMistralClient",
# Semantic Kernel
"SemanticKernelWrapper",
"GovernedSemanticKernel",
# Guardrails
"GuardrailsKernel",
# Google ADK
"GoogleADKKernel",
# A2A (Agent-to-Agent)
"A2AGovernanceAdapter",
"A2APolicy",
"A2AEvaluation",
# A2A Conversation Guardian
"ConversationGuardian",
"ConversationGuardianConfig",
"ConversationAlert",
"AlertAction",
"AlertSeverity",
"EscalationClassifier",
"FeedbackLoopBreaker",
"OffensiveIntentDetector",
# PydanticAI
"PydanticAIKernel",
# Microsoft Agent Framework (MAF)
"MAFGovernancePolicyMiddleware",
"MAFCapabilityGuardMiddleware",
"MAFAuditTrailMiddleware",
"MAFRogueDetectionMiddleware",
"maf_create_governance_middleware",
# LlamaFirewall
"LlamaFirewallAdapter",
"FirewallMode",
"FirewallVerdict",
"FirewallResult",
# Token Budget Tracking
"TokenBudgetTracker",
"TokenBudgetStatus",
# Dry Run
"DryRunPolicy",
"DryRunResult",
"DryRunDecision",
"DryRunCollector",
# Escalation (Human-in-the-Loop)
"EscalationPolicy",
"EscalationHandler",
"EscalationRequest",
"EscalationResult",
"EscalationDecision",
"DefaultTimeoutAction",
"ApprovalBackend",
"InMemoryApprovalQueue",
"WebhookApprovalBackend",
# Version Compatibility
"doctor",
"check_compatibility",
"CompatReport",
"warn_on_import",
# Tool Aliases
"ToolAliasRegistry",
# Rate Limiting
"RateLimiter",
"RateLimitStatus",
# Policy Templates
"PolicyTemplates",
# Webhooks
"WebhookConfig",
"WebhookEvent",
"WebhookNotifier",
"DeliveryRecord",
# Policy Composition
"compose_policies",
"PolicyHierarchy",
"override_policy",
# Exceptions
"AgentOSError",
"PolicyError",
"PolicyViolationError",
"PolicyDeniedError",
"PolicyTimeoutError",
"BudgetError",
"BudgetExceededError",
"BudgetWarningError",
"IdentityError",
"IdentityVerificationError",
"CredentialExpiredError",
"IntegrationError",
"AdapterNotFoundError",
"AdapterTimeoutError",
"ConfigurationError",
"InvalidPolicyError",
"MissingConfigError",
"RateLimitError",
# Health Checks
"HealthChecker",
"HealthReport",
"HealthStatus",
"ComponentHealth",
# Structured Logging
"GovernanceLogger",
"JSONFormatter",
"get_logger",
# Environment Configuration
"AgentOSConfig",
"get_config",
"reset_config",
]