https://docs.ag2.ai/latest/ 2026-04-03 https://docs.ag2.ai/latest/docs/quick-start/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/Agent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/AgentNameConflictError/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/AssistantAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/Cache/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/ChatResult/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/ContextExpression/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/ConversableAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/GroupChat/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/GroupChatManager/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/InvalidCarryOverTypeError/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/LLMConfig/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/ModelClient/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/NoEligibleSpeakerError/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/OpenAIWrapper/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/SenderRequiredError/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/UndefinedNextAgentError/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/UpdateSystemMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/UserProxyAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/a_initiate_swarm_chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/a_run_swarm/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/config_list_from_dotenv/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/config_list_from_models/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/config_list_gpt4_gpt35/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/config_list_openai_aoai/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/gather_usage_summary/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/get_config_list/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/initiate_chats/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/register_function/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/run_swarm/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/a2a/A2aAgentServer/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/a2a/A2aRemoteAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/a2a/AutogenAgentExecutor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/a2a/CardSettings/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/a2a/HttpxClientFactory/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/a2a/MockClient/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/ag_ui/AGUIStream/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/a_initiate_group_chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/a_run_group_chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/a_run_group_chat_iter/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/run_group_chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/run_group_chat_iter/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/chat/a_initiate_chats/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/captainagent/AgentBuilder/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/captainagent/CaptainAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/captainagent/ToolBuilder/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/captainagent/format_ag2_tool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/captainagent/get_full_tool_description/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/graph_rag/document/Document/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/graph_rag/document/DocumentType/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/graph_rag/graph_query_engine/GraphQueryEngine/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/graph_rag/graph_query_engine/GraphStoreQueryResult/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/graph_rag/graph_rag_capability/GraphRagCapability/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/rag/ChromaDBQueryEngine/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/rag/LlamaIndexQueryEngine/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/rag/MongoDBQueryEngine/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/rag/RAGQueryEngine/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/retrieve_user_proxy_agent/RetrieveUserProxyAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/swarm_agent/AFTER_WORK/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/swarm_agent/ON_CONDITION/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/swarm_agent/SwarmAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/contrib/swarm_agent/create_swarm_transition/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/GroupChatConfig/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/GroupChatTarget/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/available_condition/AvailableCondition/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/available_condition/ExpressionAvailableCondition/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/available_condition/StringAvailableCondition/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/context_condition/ContextCondition/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/context_condition/ExpressionContextCondition/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/context_condition/StringContextCondition/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/context_str/ContextStr/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/context_variables/ContextVariables/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/handoffs/Handoffs/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/llm_condition/ContextStrLLMCondition/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/llm_condition/LLMCondition/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/llm_condition/StringLLMCondition/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/on_context_condition/OnContextCondition/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/patterns/auto/AutoPattern/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/patterns/manual/ManualPattern/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/patterns/pattern/DefaultPattern/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/patterns/random/RandomPattern/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/patterns/round_robin/RoundRobinPattern/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/reply_result/ReplyResult/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/safeguards/api/apply_safeguard_policy/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/safeguards/api/reset_safeguard_policy/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/safeguards/enforcer/SafeguardEnforcer/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/safeguards/events/SafeguardEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/speaker_selection_result/SpeakerSelectionResult/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/targets/function_target/FunctionTarget/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/targets/function_target/FunctionTargetMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/targets/function_target/FunctionTargetResult/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/targets/function_target/broadcast/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/targets/group_manager_target/GroupManagerTarget/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/targets/transition_target/AgentNameTarget/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/targets/transition_target/AgentTarget/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/targets/transition_target/AskUserTarget/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/targets/transition_target/NestedChatTarget/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/targets/transition_target/RandomAgentTarget/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/targets/transition_target/RevertToUserTarget/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/targets/transition_target/StayTarget/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/targets/transition_target/TerminateTarget/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/group/targets/transition_target/TransitionTarget/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/realtime/experimental/AudioObserver/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/realtime/experimental/FunctionObserver/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/realtime/experimental/RealtimeAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/realtime/experimental/RealtimeObserver/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/realtime/experimental/TwilioAudioAdapter/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/realtime/experimental/WebSocketAudioAdapter/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/realtime/experimental/register_swarm/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/realtime/experimental/clients/GeminiRealtimeClient/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/realtime/experimental/clients/OpenAIRealtimeClient/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/realtime/experimental/clients/RealtimeClientProtocol/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/realtime/experimental/clients/get_client/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/realtime/experimental/clients/oai/OpenAIRealtimeWebRTCClient/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/realtime/experimental/clients/oai/utils/parse_oai_message/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/realtime/experimental/clients/realtime_client/register_realtime_client/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/realtime/experimental/websockets/WebSocketProtocol/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/remote/agent_service/AgentService/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/remote/errors/RemoteAgentError/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/remote/errors/RemoteAgentNotFoundError/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/remote/protocol/RequestMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/remote/protocol/ResponseMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agentchat/remote/protocol/ServiceResponse/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/contrib/TimeReplyAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/contrib/TimeToolAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/A2UIAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/DeepResearchAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/DiscordAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/DocAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/DoclingDocIngestAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/InMemoryQueryEngine/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/ReasoningAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/SlackAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/TelegramAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/ThinkNode/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/VectorChromaQueryEngine/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/WebSurferAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/WikipediaAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/a2ui/a2a_executor/A2UIAgentExecutor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/a2ui/a2a_helpers/create_a2ui_part/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/a2ui/a2a_helpers/get_a2ui_agent_extension/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/a2ui/a2a_helpers/get_a2ui_datapart/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/a2ui/a2a_helpers/is_a2ui_part/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/a2ui/a2a_helpers/try_activate_a2ui_extension/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/a2ui/actions/A2UIAction/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/a2ui/ag_ui_interceptor/a2ui_event_interceptor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/a2ui/ag_ui_interceptor/create_a2ui_event_interceptor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/a2ui/response_parser/A2UIParseResult/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/a2ui/response_parser/A2UIResponseParser/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/a2ui/response_parser/A2UIValidationResult/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/a2ui/schema_manager/A2UISchemaManager/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/document_agent/docling_parse_docs/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/document_agent/handle_input/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/agents/experimental/document_agent/document_conditions/SummaryTaskAvailableCondition/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/agent/Agent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/agent/AgentReply/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/annotations/Inject/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/annotations/Variable/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/anthropic/anthropic_client/AnthropicClient/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/anthropic/config/AnthropicConfig/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/client/LLMClient/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/config/ModelConfig/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/dashscope/config/DashScopeConfig/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/dashscope/dashscope_client/DashScopeClient/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/gemini/config/GeminiConfig/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/gemini/gemini_client/GeminiClient/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/ollama/config/OllamaConfig/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/ollama/ollama_client/OllamaClient/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/openai/config/OpenAIConfig/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/openai/config/OpenAIResponsesConfig/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/openai/containers/ContainerInfo/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/openai/containers/ContainerManager/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/openai/containers/ExpiresAfter/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/openai/openai_client/OpenAIClient/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/config/openai/openai_responses_client/OpenAIResponsesClient/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/context/Stream/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/base/BaseEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/base/Field/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/conditions/Condition/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/tool_events/ClientToolCallEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/tool_events/ToolCallEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/tool_events/ToolCallsEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/tool_events/ToolErrorEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/tool_events/ToolNotFoundEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/tool_events/ToolResult/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/tool_events/ToolResultEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/tool_events/ToolResultsEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/types/HumanInputRequest/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/types/HumanMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/types/ModelMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/types/ModelMessageChunk/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/types/ModelReasoning/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/types/ModelRequest/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/types/ModelResponse/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/events/types/Usage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/middleware/base/BaseMiddleware/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/middleware/base/Middleware/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/middleware/builtin/history_limiter/HistoryLimiter/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/middleware/builtin/llm_retry/RetryMiddleware/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/middleware/builtin/logging/LoggingMiddleware/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/middleware/builtin/telemetry/TelemetryMiddleware/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/middleware/builtin/token_limiter/TokenLimiter/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/middleware/builtin/tools/approval/approval_required/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/response/callable/response_schema/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/response/prompted/PromptedSchema/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/response/proto/ResponseProto/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/response/schema/ResponseSchema/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/stream/MemoryStream/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/streams/redis/serializer/Serializer/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/streams/redis/storage/RedisStorage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/streams/redis/stream/RedisStream/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/textual/TUIAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/builtin/code_execution/CodeExecutionTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/builtin/image_generation/ImageGenerationTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/builtin/mcp_server/MCPServerTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/builtin/memory/MemoryTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/builtin/shell/ContainerAutoEnvironment/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/builtin/shell/ContainerReferenceEnvironment/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/builtin/shell/LocalEnvironment/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/builtin/shell/NetworkPolicy/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/builtin/shell/ShellTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/builtin/web_fetch/WebFetchTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/builtin/web_search/UserLocation/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/builtin/web_search/WebSearchTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/final/client_tool/ClientTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/final/function_tool/FunctionDefinition/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/final/function_tool/FunctionTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/final/function_tool/FunctionToolSchema/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/final/function_tool/tool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/final/toolkit/Toolkit/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/beta/tools/schemas/ToolSchema/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/cache/AbstractCache/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/CodeBlock/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/CodeExecutor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/CodeExecutorFactory/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/CodeExtractor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/CodeResult/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/DockerCommandLineCodeExecutor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/LocalCommandLineCodeExecutor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/MarkdownCodeExtractor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/RemyxCodeExecutor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/RemyxCodeResult/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/YepCodeCodeExecutor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/YepCodeCodeResult/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/base/CodeExecutionConfig/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/jupyter/DockerJupyterServer/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/jupyter/EmbeddedIPythonCodeExecutor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/jupyter/JupyterClient/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/jupyter/JupyterCodeExecutor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/jupyter/JupyterConnectable/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/jupyter/JupyterConnectionInfo/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/jupyter/LocalJupyterServer/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/jupyter/import_utils/require_jupyter_kernel_gateway_installed/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/coding/jupyter/import_utils/skip_on_missing_jupyter_kernel_gateway/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/doc_utils/export_module/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/environments/docker_python_environment/DockerPythonEnvironment/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/environments/python_environment/PythonEnvironment/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/environments/system_python_environment/SystemPythonEnvironment/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/environments/venv_python_environment/VenvPythonEnvironment/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/environments/working_directory/WorkingDirectory/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/BaseEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/get_annotated_type_for_event_classes/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/wrap_event/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/ClearAgentsHistoryEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/ClearConversableAgentHistoryEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/ConversableAgentUsageSummaryEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/ConversableAgentUsageSummaryNoCostIncurredEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/ExecuteCodeBlockEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/ExecuteFunctionEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/FunctionCallEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/FunctionResponseEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/GenerateCodeExecutionReplyEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/GroupChatResumeEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/GroupChatRunChatEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/PostCarryoverProcessingEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/SelectSpeakerEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/SpeakerAttemptFailedMultipleAgentsEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/SpeakerAttemptFailedNoAgentsEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/SpeakerAttemptSuccessfulEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/TerminationAndHumanReplyNoInputEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/TerminationEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/TextEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/ToolCallEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/agent_events/ToolResponseEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/base_event/get_event_classes/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/base_event/resolve_print_callable/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/client_events/UsageSummaryEvent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/events/helpers/deprecated_by/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/exception_utils/ModelToolNotSupportedError/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/fast_depends/_compat/get_config_base/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/fast_depends/core/build/build_call_model/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/fast_depends/core/model/CallModel/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/fast_depends/dependencies/model/Depends/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/fast_depends/dependencies/provider/Provider/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/fast_depends/library/model/CustomField/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/fast_depends/use/Depends/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/fast_depends/use/inject/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/import_utils/optional_import_block/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/import_utils/patch_object/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/import_utils/require_optional_import/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/import_utils/run_for_optional_imports/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/import_utils/skip_on_missing_imports/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/interop/CrewAIInteroperability/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/interop/Interoperability/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/interop/Interoperable/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/interop/LangChainChatModelFactory/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/interop/LangChainInteroperability/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/interop/LiteLLmConfigFactory/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/interop/PydanticAIInteroperability/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/interop/register_interoperable_class/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/interop/litellm/litellm_config_factory/LiteLLmConfigAdapter/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/interop/registry/InteroperableRegistry/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/io/IOConsole/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/io/IOStream/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/io/IOWebsockets/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/io/InputStream/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/io/OutputStream/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/json_utils/resolve_json_references/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/client_v2/ModelClientV2/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/content_blocks/AudioContent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/content_blocks/BaseContent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/content_blocks/CitationContent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/content_blocks/ContentParser/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/content_blocks/ContentType/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/content_blocks/GenericContent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/content_blocks/ImageContent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/content_blocks/ReasoningContent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/content_blocks/TextContent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/content_blocks/ToolCallContent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/content_blocks/ToolResultContent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/content_blocks/VideoContent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/unified_message/UnifiedMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/unified_message/UserRoleEnum/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/unified_message/normalize_role/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/models/unified_response/UnifiedResponse/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/llm_clients/openai_completions_client/OpenAICompletionsClient/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/logger/FileLogger/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/logger/LoggerFactory/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/logger/SqliteLogger/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/logger/logger_utils/EventStreamHandler/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/logger/logger_utils/event_print/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/logger/logger_utils/get_current_ts/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/logger/logger_utils/get_event_logger/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/logger/logger_utils/to_dict/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/mcp/create_toolkit/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/mcp/mcp_client/ResultSaved/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/mcp/mcp_proxy/fastapi_code_generator_helpers/patch_get_parameter_type/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/mcp/mcp_proxy/mcp_proxy/MCPProxy/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/BaseMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/get_annotated_type_for_message_classes/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/wrap_message/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/ClearAgentsHistoryMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/ClearConversableAgentHistoryMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/ConversableAgentUsageSummaryMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/ConversableAgentUsageSummaryNoCostIncurredMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/ExecuteCodeBlockMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/ExecuteFunctionMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/FunctionCallMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/FunctionResponseMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/GenerateCodeExecutionReplyMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/GroupChatResumeMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/GroupChatRunChatMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/PostCarryoverProcessingMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/SelectSpeakerMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/SpeakerAttemptFailedMultipleAgentsMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/SpeakerAttemptFailedNoAgentsMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/SpeakerAttemptSuccessfulMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/TerminationAndHumanReplyNoInputMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/TerminationMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/TextMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/ToolCallMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/agent_messages/ToolResponseMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/messages/client_messages/UsageSummaryMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/anthropic/AnthropicLLMConfigEntry/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/bedrock/BedrockLLMConfigEntry/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/cerebras/CerebrasLLMConfigEntry/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/client/AzureOpenAILLMConfigEntry/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/client/DeepSeekLLMConfigEntry/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/client/OpenAILLMConfigEntry/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/client/OpenAIResponsesLLMConfigEntry/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/client/OpenAIV2LLMConfigEntry/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/cohere/CohereLLMConfigEntry/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/gemini/GeminiLLMConfigEntry/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/groq/GroqLLMConfigEntry/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/mistral/MistralLLMConfigEntry/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/_models/BaseModel/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/chat_completion/ChatCompletion/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/chat_completion/ChatCompletionExtended/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/chat_completion/Choice/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/chat_completion/ChoiceLogprobs/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/chat_completion_audio/ChatCompletionAudio/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/chat_completion_message/Annotation/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/chat_completion_message/AnnotationURLCitation/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/chat_completion_message/ChatCompletionMessage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/chat_completion_message/FunctionCall/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/chat_completion_message_tool_call/ChatCompletionMessageCustomToolCall/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/chat_completion_message_tool_call/ChatCompletionMessageFunctionToolCall/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/chat_completion_message_tool_call/Custom/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/chat_completion_message_tool_call/Function/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/chat_completion_token_logprob/ChatCompletionTokenLogprob/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/chat_completion_token_logprob/TopLogprob/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/completion_usage/CompletionTokensDetails/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/completion_usage/CompletionUsage/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/oai_models/completion_usage/PromptTokensDetails/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/ollama/OllamaLLMConfigEntry/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/oai/together/TogetherLLMConfigEntry/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/opentelemetry/instrument_a2a_server/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/opentelemetry/instrument_agent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/opentelemetry/instrument_llm_wrapper/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/opentelemetry/instrument_pattern/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/opentelemetry/instrumentators/agent_instrumentators/chat/instrument_initiate_chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/opentelemetry/instrumentators/agent_instrumentators/chat/instrument_initiate_chats/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/opentelemetry/instrumentators/agent_instrumentators/chat/instrument_resume/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/opentelemetry/instrumentators/agent_instrumentators/chat/instrument_run_chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/opentelemetry/instrumentators/agent_instrumentators/code/instrument_code_execution/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/opentelemetry/instrumentators/agent_instrumentators/code/instrument_create_or_get_executor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/opentelemetry/instrumentators/agent_instrumentators/human_input/instrument_human_input/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/opentelemetry/instrumentators/agent_instrumentators/remote/instrument_remote_reply/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/opentelemetry/instrumentators/agent_instrumentators/reply/instrument_generate_oai_reply/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/opentelemetry/instrumentators/agent_instrumentators/reply/instrument_generate_reply/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/opentelemetry/instrumentators/agent_instrumentators/tool/instrument_execute_function/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/testing/messages/ToolCall/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/testing/messages/tools_message/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/testing/test_agent/TestAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/BaseContext/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/ChatContext/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/Depends/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/Tool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/Toolkit/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/get_function_schema/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/load_basemodels_if_needed/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/serialize_to_str/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/tool_func/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/contrib/TimeTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/dependency_injection/Field/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/dependency_injection/get_context_params/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/dependency_injection/inject_params/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/dependency_injection/on/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/dependency_injection/remove_params/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/BrowserUseTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/Crawl4AITool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/DeepResearchTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/DiscordRetrieveTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/DiscordSendTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/DuckDuckGoSearchTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/FirecrawlTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/GoogleSearchTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/PythonCodeExecutionTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/QuickResearchTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/ReliableTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/ReliableToolError/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/SearxngSearchTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/SlackRetrieveRepliesTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/SlackRetrieveTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/SlackSendTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/TavilySearchTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/TelegramRetrieveTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/TelegramSendTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/TinyFishTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/WebSearchPreviewTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/YoutubeSearchTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/apply_patch/apply_patch_tool/PatchEditor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/apply_patch/apply_patch_tool/WorkspaceEditor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/browser_use/BrowserUseResult/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/browser_use/ExtractedContent/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/google/authentication/GoogleCredentialsLocalProvider/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/google/authentication/GoogleCredentialsProvider/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/google/drive/GoogleDriveToolkit/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/google/drive/drive_functions/download_file/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/google/drive/drive_functions/list_files_and_folders/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/google/model/GoogleFileInfo/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/google/toolkit_protocol/GoogleToolkitProtocol/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/perplexity/perplexity_search/PerplexitySearchTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/reliable/reliable/SuccessfulExecutionParameters/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/reliable/reliable/ToolExecutionDetails/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/shell/shell_tool/ShellExecutor/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/wikipedia/wikipedia/WikipediaPageLoadTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/api-reference/autogen/tools/experimental/wikipedia/wikipedia/WikipediaQueryRunTool/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/ag2_compatibility/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/agents/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/depends/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/middleware/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/model_configuration/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/motivation/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/roadmap/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/structured_output/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/system_prompts/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/telemetry/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/testing/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/advanced/stream/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/context/human_in_the_loop/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/context/inject/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/context/variables/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/tools/approval_required/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/tools/builtin_tools/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/tools/tool_middleware/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/tools/toolkits/ 2026-04-03 https://docs.ag2.ai/latest/docs/beta/tools/tools/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2023/04/21/LLM-tuning-math/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2023/05/18/GPT-adaptive-humaneval/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2023/06/28/MathChat/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2023/07/14/Local-LLMs/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2023/10/18/RetrieveChat/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2023/10/26/TeachableAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2023/11/06/LMM-Agent/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2023/11/09/EcoAssistant/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2023/11/13/OAI-assistants/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2023/11/20/AgentEval/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2023/11/26/Agent-AutoBuild/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2023/12/01/AutoGenStudio/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2023/12/23/AgentOptimizer/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2023/12/29/AgentDescriptions/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/01/23/Code-execution-in-docker/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/01/25/AutoGenBench/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/01/26/Custom-Models/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/02/02/AutoAnny/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/02/11/FSM-GroupChat/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/02/29/StateFlow/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/03/03/AutoGen-Update/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/03/11/AutoDefense/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/05/24/Agent/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/06/21/AgentEval/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/06/24/AltModels-Classes/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/07/25/AgentOps/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/11/15/CaptainAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/11/17/Swarm/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/11/27/Prompt-Leakage-Probing/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/12/02/ReasoningAgent2/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/12/06/FalkorDB-Structured/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/12/20/RealtimeAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/12/20/Reasoning-Update/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2024/12/20/Tools-interoperability/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/01/07/Tools-Dependency-Injection/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/01/08/RealtimeAgent-over-websocket/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/01/09/RealtimeAgent-over-WebRTC/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/01/10/WebSockets/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/01/22/Tools-ChatContext-Dependency-Injection/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/01/29/RealtimeAgent-with-gemini/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/01/31/WebSurferAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/01/31/Websurfing-Tools/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/02/05/Communication-Agents/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/02/13/DeepResearchAgent/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/04/16/Reasoning/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/04/28/0.9-Release-Announcement/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/05/07/AG2-Copilot-Integration/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/06/12/ReAct-Loops-in-GroupChat/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/09/23/CascadiaAiHackathon/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/10/27/A2A-Protocol-Support/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/12/22/GPT-5.1-Apply-Patch-Tool/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/12/23/Ag2-logging-events/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/12/24/AG2-MultiMCPSessionManager/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/12/24/AG2-Shell-Tool-and-multi-in-built-tool-execution/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2025/12/29/AG2-Gemini-Thinking-Config-Support/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2026/02/08/AG2-OpenTelemetry-Tracing/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2026/02/17/AG2-AG-UI-Protocol/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2026/03/03/GPT-Researcher-AG2/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2026/03/05/AG2-Playground/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2026/03/05/Intelligent-Agent-Handoffs/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2026/03/16/AG2-Beta/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2026/03/19/Arcade/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/2026/03/20/AG2-A2UI/ 2026-04-03 https://docs.ag2.ai/latest/docs/community-talks/2025-04-10-NOVA/ 2026-04-03 https://docs.ag2.ai/latest/docs/contributor-guide/Research/ 2026-04-03 https://docs.ag2.ai/latest/docs/contributor-guide/contributing/ 2026-04-03 https://docs.ag2.ai/latest/docs/contributor-guide/documentation/ 2026-04-03 https://docs.ag2.ai/latest/docs/contributor-guide/file-bug-report/ 2026-04-03 https://docs.ag2.ai/latest/docs/contributor-guide/maintainer/ 2026-04-03 https://docs.ag2.ai/latest/docs/contributor-guide/pre-commit/ 2026-04-03 https://docs.ag2.ai/latest/docs/contributor-guide/setup-development-environment/ 2026-04-03 https://docs.ag2.ai/latest/docs/contributor-guide/tests/ 2026-04-03 https://docs.ag2.ai/latest/docs/contributor-guide/building/creating-a-tool/ 2026-04-03 https://docs.ag2.ai/latest/docs/contributor-guide/building/creating-an-agent/ 2026-04-03 https://docs.ag2.ai/latest/docs/contributor-guide/how-ag2-works/generate-reply/ 2026-04-03 https://docs.ag2.ai/latest/docs/contributor-guide/how-ag2-works/hooks/ 2026-04-03 https://docs.ag2.ai/latest/docs/contributor-guide/how-ag2-works/initiate-chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/contributor-guide/how-ag2-works/overview/ 2026-04-03 https://docs.ag2.ai/latest/docs/ecosystem/agentops/ 2026-04-03 https://docs.ag2.ai/latest/docs/ecosystem/azure_cosmos_db/ 2026-04-03 https://docs.ag2.ai/latest/docs/ecosystem/bindu/ 2026-04-03 https://docs.ag2.ai/latest/docs/ecosystem/composio/ 2026-04-03 https://docs.ag2.ai/latest/docs/ecosystem/databricks/ 2026-04-03 https://docs.ag2.ai/latest/docs/ecosystem/llamaindex/ 2026-04-03 https://docs.ag2.ai/latest/docs/ecosystem/mem0/ 2026-04-03 https://docs.ag2.ai/latest/docs/ecosystem/memgpt/ 2026-04-03 https://docs.ag2.ai/latest/docs/ecosystem/microsoft-fabric/ 2026-04-03 https://docs.ag2.ai/latest/docs/ecosystem/ollama/ 2026-04-03 https://docs.ag2.ai/latest/docs/ecosystem/pgvector/ 2026-04-03 https://docs.ag2.ai/latest/docs/ecosystem/portkey/ 2026-04-03 https://docs.ag2.ai/latest/docs/ecosystem/promptflow/ 2026-04-03 https://docs.ag2.ai/latest/docs/ecosystem/waldiez/ 2026-04-03 https://docs.ag2.ai/latest/docs/home/quickstart/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/community-gallery/community-gallery/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/Notebooks/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_JSON_mode_example/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_LlamaIndex_query_engine/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_MathChat/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_RetrieveChat/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_RetrieveChat_couchbase/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_RetrieveChat_mongodb/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_RetrieveChat_pgvector/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_RetrieveChat_qdrant/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_agenteval_cq_math/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_agentops/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_agentoptimizer/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_agents_deep_researcher/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_agents_docagent/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_agents_websurfer/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_agents_wikipedia/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_anthropic_structured_outputs/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_assistant_agent_standalone/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_async_human_input/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_auto_feedback_from_code_execution/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_autobuild_agent_library/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_autobuild_basic/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_autogen_uniformed_api_calling/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_azr_ai_search/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_bedrock_additional_model_request_field_example/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_bedrock_client_exponential_backoff_and_retry_config/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_bedrock_client_structured_output/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_captainagent/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_captainagent_crosstool/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_chromadb_query_engine/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_config_loader_utility_functions/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_cost_token_tracking/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_custom_events/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_custom_model/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_dalle_and_gpt4v/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_databricks_dbrx/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_function_call/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_function_call_async/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_function_call_code_writing/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_function_call_currency_calculator/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_function_call_currency_converter_tool_api/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_function_target_example/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_gemini_thinking_config_example/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_gpt-5_verbosity_example/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_gpt5.1_apply_patch_example/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_gpt5.1_in_built_tools_example/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_gpt5.1_shell_tool_example/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_gpt_assistant_agent_function_call/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_graph_rag_falkordb/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_graph_rag_neo4j/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_graph_rag_neo4j_native/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_grok_example/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_grok_sbom_analysis/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_group_chat_with_llamaindex_agents/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_groupchat/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_groupchat_RAG/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_groupchat_customized/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_groupchat_finite_state_machine/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_groupchat_graphrag_trip_planner/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_groupchat_research/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_groupchat_stateflow/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_groupchat_tools/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_groupchat_vis/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_guidance/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_human_feedback/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_image_generation_capability/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_inception_function/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_iterating_runs/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_langchain/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_lats_search/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_lmm_gpt-4v/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_lmm_llava/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_logging/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_mcp_arxiv/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_mcp_filesystem/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_mcp_session_manager_example/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_mcp_wikipedia/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_memory_using_mem0/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_microsoft_fabric/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_mongodb_query_engine/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_multi_task_async_chats/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_multi_task_chats/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_nested_chats_chess/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_nested_chats_chess_altmodels/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_nested_sequential_chats/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_nestedchat/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_nestedchat_optiguide/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_oai_assistant_function_call/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_oai_assistant_groupchat/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_oai_assistant_retrieval/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_oai_assistant_twoagents_basic/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_oai_chatgpt_gpt4/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_oai_code_interpreter/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_oai_completion/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_oai_responses_api_structured_output/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_oai_responses_api_tool_call/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_oai_responses_image/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_openai_v2_client_image/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_openlit/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_planning/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_quickstart_examples/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_realtime_gemini_swarm_websocket/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_realtime_gemini_websocket/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_realtime_swarm/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_realtime_swarm_webrtc/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_realtime_swarm_websocket/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_realtime_webrtc/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_realtime_websocket/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_reasoning_agent/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_reliable_basic_example/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_reliable_google_search/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_reliable_group_chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_remyx_executor/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_run_and_event_processing/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_safeguard_demo/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_sequential_chats/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_small_llm_rag_planning/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_society_of_mind/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_stream/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_structured_outputs/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_structured_outputs_from_config/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_swarm/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_swarm_enhanced/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_swarm_graphrag_telemetry_trip_planner/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_swarm_w_groupchat_legacy/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_tabular_data_rag_workflow/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_teachability/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_teachable_oai_assistants/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_teaching/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_throw-exception-for-specific-error-messages/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_tools_browser_use/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_tools_browser_use_deepseek/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_tools_chat_context_dependency_injection/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_tools_commsplatforms/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_tools_crawl4ai/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_tools_dependency_injection/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_tools_duckduckgo_search/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_tools_firecrawl/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_tools_run_examples/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_tracing_and_instrumentation/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_transform_messages/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_two_users/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_v1_v2_client_compatibility/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_v2_responses_client/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_video_transcript_translate_with_whisper/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_web_info/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_webscraping_with_apify/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_webscraping_with_oxylabs/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_websockets/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_with_memory/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_yepcode_executor/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/tools_google_drive/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/tools_google_search/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/tools_interoperability/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/tools_perplexity_search/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/tools_searxng_search/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/tools_tavily_search/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/tools_veronica_circuit_breaker/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/tools_web_search_preview/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/tools_wikipedia_search/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/tools_youtube_search/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/websurfer_firecrawl_example/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/use-cases/customer-service/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/use-cases/game-design/ 2026-04-03 https://docs.ag2.ai/latest/docs/use-cases/use-cases/travel-planning/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/FAQ/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/release-roadmap/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/a2a/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/a2a/a2ui/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/a2a/client/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/a2a/server/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/code-execution/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/ending-a-chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/iterating-runs/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/llm-configuration-deep-dive/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/nested-chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/orchestrations/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/rag/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/sequential-chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/two-agent-chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/groupchat/custom-group-chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/groupchat/groupchat/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/groupchat/resuming-group-chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/groupchat/tools/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/orchestration/ending-a-chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/orchestration/group-chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/orchestration/nested-chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/orchestration/orchestrations/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/orchestration/sequential-chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/orchestration/two-agent-chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/orchestration/group-chat/agent-tools-functions/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/orchestration/group-chat/context-variables/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/orchestration/group-chat/guardrails/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/orchestration/group-chat/handoffs/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/orchestration/group-chat/introduction/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/orchestration/group-chat/patterns/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/orchestration/group-chat/safeguards/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/orchestration/swarm/deprecation/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/pattern-cookbook/context_aware_routing/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/pattern-cookbook/escalation/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/pattern-cookbook/feedback_loop/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/pattern-cookbook/hierarchical/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/pattern-cookbook/organic/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/pattern-cookbook/overview/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/pattern-cookbook/pipeline/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/pattern-cookbook/redundant/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/pattern-cookbook/star/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/pattern-cookbook/triage_with_tasks/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/realtime-agent/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/realtime-agent/twilio/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/realtime-agent/webrtc/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/realtime-agent/websocket/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/tools/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/tools/ag2-built-in-tools-support/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/tools/basics/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/tools/controlling-use/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/tools/tools-with-secrets/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/tools/interop/crewai/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/tools/interop/langchain/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/tools/interop/pydanticai/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/tools/mcp/client/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/advanced-concepts/tools/mcp/mcp_client_session_manager/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/ag-ui/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/ag-ui/a2ui/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/ag-ui/backend-deepdive/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/ag-ui/copilotkit-quickstart/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/basic-concepts/conversable-agent/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/basic-concepts/human-in-the-loop/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/basic-concepts/installing-ag2/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/basic-concepts/introducing-group-chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/basic-concepts/introducing-swarm-orchestration/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/basic-concepts/introducing-tools/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/basic-concepts/llm-configuration/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/basic-concepts/overview/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/basic-concepts/structured-outputs/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/cli/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/cli/arena/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/cli/create/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/cli/install/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/cli/proxy/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/cli/publish/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/cli/replay/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/cli/run/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/cli/serve/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/cli/test/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/deployments/deploy-an-agent-to-vertexai/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/amazon-bedrock/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/anthropic/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/cerebras/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/cohere/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/deepseek-v3/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/google-gemini/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/google-vertexai/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/grok-and-oai-compatible-models/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/groq/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/huggingface/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/lm-studio/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/mistralai/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/ollama/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/openai/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/openai_responses/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/togetherai/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/vLLM/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/litellm-proxy-server/azure/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/litellm-proxy-server/installation/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/litellm-proxy-server/openai/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/models/litellm-proxy-server/watsonx/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/observability/logging_events/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-agents/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-agents/a2uiagent/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-agents/captainagent/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-agents/deepresearchagent/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-agents/reasoningagent/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-agents/websurferagent/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-agents/wikipediaagent/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-agents/assets/docagent_tests_story1/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-agents/assets/docagent_tests_story2/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-agents/communication-platforms/discordagent/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-agents/communication-platforms/overview/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-agents/communication-platforms/slackagent/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-agents/communication-platforms/telegramagent/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-agents/docagent/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-agents/docagent/docagent-performance/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/browser-use/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/code-execution/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/crawl4ai/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/deep-research/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/firecrawl/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/perplexity-search/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/quick-research/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/searxng-search/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/tavily-search/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/tinyfish/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/wikipedia-search/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/communication-platforms/discord/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/communication-platforms/slack/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/communication-platforms/telegram/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/google-api/google-drive/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/google-api/google-search/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/reference-tools/google-api/youtube-search/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/tracing/local-setup/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/tracing/opentelemetry/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-guide/tracing/remote-agents/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-stories/2025-02-11-NOVA/nova/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-stories/2025-04-03-Fortune-500-RAG-Chatbot/fortune_500_rag_chatbot/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-stories/2025-04-04-AgentWeb/agentweb/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-stories/2025-04-11-Productionizing-OSS-Agents/productionizing_oss_agents/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-stories/2025-04-15-CMBAgent/cmbagent/ 2026-04-03 https://docs.ag2.ai/latest/docs/user-stories/2025-04-30-Cegid-Pulse-OS/cegid_pulse_os/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/archive/2026/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/archive/2025/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/archive/2024/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/archive/2023/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/a2ui/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/ag-ui/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/a2a/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/ui/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/frontend/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/agents/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/ag2/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/connectors/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/mcp/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/arcade/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/gmail/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/ag2-beta/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/single-agent/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/memory/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/telegram/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/playground/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/multi-agent/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/orchestration/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/interactive/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/handoffs/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/group-chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/research/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/gpt-researcher/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/tools/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/streaming/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/tracing/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/opentelemetry/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/observability/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/debugging/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/google-gemini/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/thinking-config/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/reasoning/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/llm-configuration/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/agent-chat/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/session-management/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/multi-server/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/dynamic-tools/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/model-context-protocol/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/shell-tool/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/built-in-tools/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/devops/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/automation/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/openai-responses-api/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/apply-patch/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/logging/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/python/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/events/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/gpt-51/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/code-editing/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/responses-api/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/distributed-agents/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/interoperability/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/hackathon/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/community/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/react/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/copilotkit/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/release/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/ag2-agents/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/realtime-api/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/non-openai-models/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/dependency-injection/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/structured-messages/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/swarm/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/tutorial/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/rag/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/security/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/evaluation/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/multimodal/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/page/2/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/page/3/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/page/4/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/page/5/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/page/6/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/page/7/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/archive/2025/page/2/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/archive/2025/page/3/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/archive/2024/page/2/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/archive/2023/page/2/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/research/page/2/ 2026-04-03 https://docs.ag2.ai/latest/docs/blog/category/tools/page/2/ 2026-04-03