Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W _ __call__() (ACEAccuracy method) (ACEProcessAccuracy method) (AgentBase method) (AnthropicChatModel method) (ChatModelBase method) (DashScopeChatModel method) (DashScopeMultiModalEmbedding method) (DashScopeTextEmbedding method) (DefaultPlanToHint method) (EmbeddingModelBase method) (FanoutPipeline method) (GeminiChatModel method) (GeminiTextEmbedding method) (ImageReader method) (MCPToolFunction method) (MetricBase method) (OllamaChatModel method) (OllamaTextEmbedding method) (OpenAIChatModel method) (OpenAITextEmbedding method) (PDFReader method) (ReaderBase method) (SequentialPipeline method) (StudioUserInput method) (TerminalUserInput method) (TextReader method) (UserInputBase method) __init__() (ACEAccuracy method) (ACEBenchmark method) (ACEPhone method) (ACEProcessAccuracy method) (AgentBase method) (AgentOrientedExceptionBase method) (AnthropicChatModel method) (AnthropicMultiAgentFormatter method) (AnthropicTokenCounter method) (BenchmarkBase method) (ChatModelBase method) (ChatResponse method) (DashScopeChatModel method) (DashScopeMultiAgentFormatter method) (DashScopeMultiModalEmbedding method) (DashScopeTextEmbedding method) (DeepSeekMultiAgentFormatter method) (DocMetadata method) (Document method) (EmbeddingModelBase method) (EmbeddingResponse method) (EmbeddingUsage method) (EvaluatorBase method) (FanoutPipeline method) (FileEmbeddingCache method) (FileEvaluatorStorage method) (GeminiChatModel method) (GeminiMultiAgentFormatter method) (GeminiTextEmbedding method) (GeminiTokenCounter method) (GeneralEvaluator method) (HttpStatefulClient method) (HttpStatelessClient method) (HuggingFaceTokenCounter method) (InMemoryMemory method) (InMemoryPlanStorage method) (JSONSession method) (KnowledgeBase method) (MCPClientBase method) (MCPToolFunction method) (Mem0LongTermMemory method) (MetricBase method) (MetricResult method) (MilvusLiteStore method) (Msg method) (MsgHub method) (OllamaChatModel method) (OllamaMultiAgentFormatter method) (OllamaTextEmbedding method) (OpenAIChatModel method) (OpenAIMultiAgentFormatter method) (OpenAITextEmbedding method) (OpenAITokenCounter method) (PDFReader method) (PlanNotebook method) (QdrantStore method) (RayEvaluator method) (ReActAgent method) (ReActAgentBase method) (SequentialPipeline method) (SolutionOutput method) (StatefulClientBase method) (StateModule method) (StdIOStatefulClient method) (StudioUserInput method) (Task method) (TerminalUserInput method) (TextReader method) (Toolkit method) (ToolResponse method) (TruncatedFormatterBase method) (UserAgent method) (UserInputData method) __new__() (MetricType method) _format() (AnthropicChatFormatter method) (DashScopeChatFormatter method) (DeepSeekChatFormatter method) (GeminiChatFormatter method) (OllamaChatFormatter method) (OpenAIChatFormatter method) (TruncatedFormatterBase method) _format_agent_message() (AnthropicMultiAgentFormatter method) (DashScopeMultiAgentFormatter method) (DeepSeekMultiAgentFormatter method) (GeminiMultiAgentFormatter method) (OllamaMultiAgentFormatter method) (OpenAIMultiAgentFormatter method) (TruncatedFormatterBase method) _format_tool_sequence() (AnthropicMultiAgentFormatter method) (DashScopeMultiAgentFormatter method) (DeepSeekMultiAgentFormatter method) (GeminiMultiAgentFormatter method) (OllamaMultiAgentFormatter method) (OpenAIMultiAgentFormatter method) (TruncatedFormatterBase method) A ACEAccuracy (class in agentscope.evaluate) ACEBenchmark (class in agentscope.evaluate) ACEPhone (class in agentscope.evaluate) ACEProcessAccuracy (class in agentscope.evaluate) add() (InMemoryMemory method) (MemoryBase method) (MilvusLiteStore method) (MsgHub method) (QdrantStore method) (VDBStoreBase method) add_documents() (KnowledgeBase method) (SimpleKnowledge method) add_plan() (InMemoryPlanStorage method) (PlanStorageBase method) AGENT_PRINTING_LOG (FileEvaluatorStorage attribute) AgentBase (class in agentscope.agent) AgentOrientedExceptionBase agentscope module agentscope.agent module agentscope.embedding module agentscope.evaluate module agentscope.exception module agentscope.formatter module agentscope.hooks module agentscope.mcp module agentscope.memory module agentscope.message module agentscope.model module agentscope.module module agentscope.pipeline module agentscope.plan module agentscope.rag module agentscope.session module agentscope.token module agentscope.tool module agentscope.tracing module agentscope.types module aggregate() (EvaluatorBase method) aggregation_result_exists() (EvaluatorStorageBase method) (FileEvaluatorStorage method) AnthropicChatFormatter (class in agentscope.formatter) AnthropicChatModel (class in agentscope.model) AnthropicMultiAgentFormatter (class in agentscope.formatter) AnthropicTokenCounter (class in agentscope.token) as_studio_forward_message_pre_print_hook() (in module agentscope.hooks) assert_list_of_msgs() (FormatterBase static method) at_the_beginning (DefaultPlanToHint attribute) at_the_end (DefaultPlanToHint attribute) AudioBlock (class in agentscope.message) B Base64Source (class in agentscope.message) BenchmarkBase (class in agentscope.evaluate) blocks_input (UserInputData attribute) broadcast() (MsgHub method) C cache_dir (FileEmbeddingCache property) call_tool_function() (Toolkit method) CATEGORY (MetricType attribute) ChatModelBase (class in agentscope.model) ChatResponse (class in agentscope.model) chunk_id (DocMetadata attribute) clear() (EmbeddingCacheBase method) (FileEmbeddingCache method) (InMemoryMemory method) (MemoryBase method) (Toolkit method) clear_class_hooks() (AgentBase class method) clear_instance_hooks() (AgentBase method) close() (StatefulClientBase method) connect() (StatefulClientBase method) content (ChatResponse attribute) (DocMetadata attribute) (ToolResponse attribute) convert_tool_result_to_string() (FormatterBase static method) count() (AnthropicTokenCounter method) (GeminiTokenCounter method) (HuggingFaceTokenCounter method) (OpenAITokenCounter method) (TokenCounterBase method) create_plan() (PlanNotebook method) create_tool_group() (Toolkit method) created_at (ChatResponse attribute) (EmbeddingResponse attribute) (MetricResult attribute) (Plan attribute) (SubTask attribute) D dashscope_image_to_text() (in module agentscope.tool) dashscope_text_to_audio() (in module agentscope.tool) dashscope_text_to_image() (in module agentscope.tool) DashScopeChatFormatter (class in agentscope.formatter) DashScopeChatModel (class in agentscope.model) DashScopeMultiAgentFormatter (class in agentscope.formatter) DashScopeMultiModalEmbedding (class in agentscope.embedding) DashScopeTextEmbedding (class in agentscope.embedding) data (Base64Source attribute) data_dir_url (ACEBenchmark attribute) data_files (ACEBenchmark attribute) data_subdir (ACEBenchmark attribute) DeepSeekChatFormatter (class in agentscope.formatter) DeepSeekMultiAgentFormatter (class in agentscope.formatter) DefaultPlanToHint (class in agentscope.plan) delete() (InMemoryMemory method) (MemoryBase method) (MilvusLiteStore method) (MsgHub method) (QdrantStore method) (VDBStoreBase method) delete_plan() (InMemoryPlanStorage method) (PlanStorageBase method) description (BenchmarkBase attribute) (MCPToolFunction attribute) (Plan attribute) (PlanNotebook attribute) (SubTask attribute) dimensions (EmbeddingModelBase attribute) disable_console_output() (AgentBase method) doc_id (DocMetadata attribute) DocMetadata (class in agentscope.rag) Document (class in agentscope.rag) E embedding (Document attribute) embedding_model (KnowledgeBase attribute) embedding_store (KnowledgeBase attribute) EmbeddingCacheBase (class in agentscope.embedding) EmbeddingModelBase (class in agentscope.embedding) EmbeddingResponse (class in agentscope.embedding) embeddings (EmbeddingResponse attribute) EmbeddingUsage (class in agentscope.embedding) evaluate() (Task method) EVALUATION_DIR_NAME (FileEvaluatorStorage attribute) EVALUATION_META_FILE (FileEvaluatorStorage attribute) evaluation_result_exists() (EvaluatorStorageBase method) (FileEvaluatorStorage method) EVALUATION_RESULT_FILE (FileEvaluatorStorage attribute) EvaluatorBase (class in agentscope.evaluate) EvaluatorStorageBase (class in agentscope.evaluate) execute_python_code() (in module agentscope.tool) execute_shell_command() (in module agentscope.tool) expected_outcome (Plan attribute) (SubTask attribute) F fanout_pipeline() (in module agentscope.pipeline) FanoutPipeline (class in agentscope.pipeline) FileEmbeddingCache (class in agentscope.embedding) FileEvaluatorStorage (class in agentscope.evaluate) finish() (Plan method) (SubTask method) finish_function_name (ReActAgent attribute) finish_plan() (PlanNotebook method) finish_subtask() (PlanNotebook method) finished_at (Plan attribute) (SubTask attribute) format() (FormatterBase method) (TruncatedFormatterBase method) FormatterBase (class in agentscope.formatter) from_dict() (Msg class method) G GeminiChatFormatter (class in agentscope.formatter) GeminiChatModel (class in agentscope.model) GeminiMultiAgentFormatter (class in agentscope.formatter) GeminiTextEmbedding (class in agentscope.embedding) GeminiTokenCounter (class in agentscope.token) GeneralEvaluator (class in agentscope.evaluate) generate_response() (ReActAgent method) get_activated_notes() (Toolkit method) get_agent_pre_print_hook() (EvaluatorStorageBase method) (FileEvaluatorStorage method) get_callable_function() (HttpStatelessClient method) (MCPClientBase method) (StatefulClientBase method) get_client() (HttpStatelessClient method) (MilvusLiteStore method) (QdrantStore method) (VDBStoreBase method) get_content_blocks() (Msg method) get_current_hint() (PlanNotebook method) get_current_state() (ACEPhone method) get_doc_id() (ImageReader method) (PDFReader method) (ReaderBase method) (TextReader method) get_evaluation_result() (EvaluatorStorageBase method) (FileEvaluatorStorage method) get_json_schemas() (Toolkit method) get_memory() (InMemoryMemory method) (MemoryBase method) get_plan() (InMemoryPlanStorage method) (PlanStorageBase method) get_plans() (InMemoryPlanStorage method) (PlanStorageBase method) get_solution_result() (EvaluatorStorageBase method) (FileEvaluatorStorage method) get_text_content() (Msg method) get_tool_function() (ACEPhone method) ground_truth (Task attribute) ground_truth_dir (ACEBenchmark attribute) H handle_interrupt() (AgentBase method) (ReActAgent method) (UserAgent method) has_content_blocks() (Msg method) hint_prefix (DefaultPlanToHint attribute) hint_suffix (DefaultPlanToHint attribute) HttpStatefulClient (class in agentscope.mcp) HttpStatelessClient (class in agentscope.mcp) HuggingFaceTokenCounter (class in agentscope.token) I id (AgentBase attribute) (ChatResponse attribute) (Document attribute) (EmbeddingResponse attribute) (Plan attribute) (Task attribute) (ToolResponse attribute) (ToolResultBlock attribute) (ToolUseBlock attribute) ImageBlock (class in agentscope.message) ImageReader (class in agentscope.rag) init() (in module agentscope) InMemoryMemory (class in agentscope.memory) InMemoryPlanStorage (class in agentscope.plan) input (Task attribute) (ToolUseBlock attribute) insert_text_file() (in module agentscope.tool) interrupt() (AgentBase method) is_connected (StatefulClientBase attribute) is_interrupted (ToolResponse attribute) is_last (ToolResponse attribute) J json_schema (MCPToolFunction attribute) JSONSession (class in agentscope.session) K KnowledgeBase (class in agentscope.rag) L list_tools() (HttpStatelessClient method) (PlanNotebook method) (StatefulClientBase method) load_initial_config() (ACEPhone method) load_session_state() (JSONSession method) (SessionBase method) load_state_dict() (InMemoryMemory method) (MemoryBase method) (StateModule method) (Toolkit method) login_device() (ACEPhone method) LongTermMemoryBase (class in agentscope.memory) M MCPClientBase (class in agentscope.mcp) MCPToolFunction (class in agentscope.mcp) media_type (Base64Source attribute) Mem0LongTermMemory (class in agentscope.memory) MemoryBase (class in agentscope.memory) message (MetricResult attribute) meta (SolutionOutput attribute) metadata (ChatResponse attribute) (Document attribute) (MetricResult attribute) (Task attribute) (ToolResponse attribute) MetricBase (class in agentscope.evaluate) MetricResult (class in agentscope.evaluate) metrics (Task attribute) MetricType (class in agentscope.evaluate) MilvusLiteStore (class in agentscope.rag) model_config (Plan attribute) (SubTask attribute) model_name (ChatModelBase attribute) (EmbeddingModelBase attribute) module agentscope agentscope.agent agentscope.embedding agentscope.evaluate agentscope.exception agentscope.formatter agentscope.hooks agentscope.mcp agentscope.memory agentscope.message agentscope.model agentscope.module agentscope.pipeline agentscope.plan agentscope.rag agentscope.session agentscope.token agentscope.tool agentscope.tracing agentscope.types Msg (class in agentscope.message) MsgHub (class in agentscope.pipeline) N name (BenchmarkBase attribute) (MCPToolFunction attribute) (MetricResult attribute) (Plan attribute) (SubTask attribute) (ToolResultBlock attribute) (ToolUseBlock attribute) no_plan (DefaultPlanToHint attribute) NUMERICAL (MetricType attribute) O observe() (AgentBase method) (ReActAgent method) (UserAgent method) OllamaChatFormatter (class in agentscope.formatter) OllamaChatModel (class in agentscope.model) OllamaMultiAgentFormatter (class in agentscope.formatter) OllamaTextEmbedding (class in agentscope.embedding) openai_audio_to_text() (in module agentscope.tool) openai_create_image_variation() (in module agentscope.tool) openai_edit_image() (in module agentscope.tool) openai_image_to_text() (in module agentscope.tool) openai_text_to_audio() (in module agentscope.tool) openai_text_to_image() (in module agentscope.tool) OpenAIChatFormatter (class in agentscope.formatter) OpenAIChatModel (class in agentscope.model) OpenAIMultiAgentFormatter (class in agentscope.formatter) OpenAITextEmbedding (class in agentscope.embedding) OpenAITokenCounter (class in agentscope.token) outcome (Plan attribute) (SubTask attribute) output (SolutionOutput attribute) (ToolResultBlock attribute) override_class_input_method() (UserAgent class method) override_instance_input_method() (UserAgent method) P PDFReader (class in agentscope.rag) Plan (class in agentscope.plan) PlanNotebook (class in agentscope.plan) PlanStorageBase (class in agentscope.plan) print() (AgentBase method) Q QdrantStore (class in agentscope.rag) R RayEvaluator (class in agentscope.evaluate) ReActAgent (class in agentscope.agent) ReActAgentBase (class in agentscope.agent) ReaderBase (class in agentscope.rag) record() (LongTermMemoryBase method) (Mem0LongTermMemory method) record_to_memory() (LongTermMemoryBase method) (Mem0LongTermMemory method) recover_historical_plan() (PlanNotebook method) register_class_hook() (AgentBase class method) register_instance_hook() (AgentBase method) register_mcp_client() (Toolkit method) register_plan_change_hook() (PlanNotebook method) register_state() (StateModule method) register_tool_function() (Toolkit method) remove() (EmbeddingCacheBase method) (FileEmbeddingCache method) remove_class_hook() (AgentBase class method) remove_instance_hook() (AgentBase method) remove_mcp_clients() (Toolkit method) remove_plan_change_hook() (PlanNotebook method) remove_subscribers() (AgentBase method) remove_tool_function() (Toolkit method) remove_tool_groups() (Toolkit method) reply() (AgentBase method) (ReActAgent method) (UserAgent method) reset_equipped_tools() (Toolkit method) reset_subscribers() (AgentBase method) result (MetricResult attribute) retrieve() (EmbeddingCacheBase method) (FileEmbeddingCache method) (InMemoryMemory method) (KnowledgeBase method) (LongTermMemoryBase method) (Mem0LongTermMemory method) (MemoryBase method) (SimpleKnowledge method) retrieve_from_memory() (LongTermMemoryBase method) (Mem0LongTermMemory method) retrieve_knowledge() (KnowledgeBase method) revise_current_plan() (PlanNotebook method) run() (EvaluatorBase method) (GeneralEvaluator method) (RayEvaluator method) run_evaluation() (GeneralEvaluator method) run_solution() (GeneralEvaluator method) S save_aggregation_result() (EvaluatorStorageBase method) (FileEvaluatorStorage method) save_evaluation_meta() (EvaluatorStorageBase method) (FileEvaluatorStorage method) save_evaluation_result() (EvaluatorStorageBase method) (FileEvaluatorStorage method) save_session_state() (JSONSession method) (SessionBase method) save_solution_result() (EvaluatorStorageBase method) (FileEvaluatorStorage method) score (Document attribute) search() (MilvusLiteStore method) (QdrantStore method) (VDBStoreBase method) sequential_pipeline() (in module agentscope.pipeline) SequentialPipeline (class in agentscope.pipeline) SessionBase (class in agentscope.session) set_auto_broadcast() (MsgHub method) set_console_output_enabled() (AgentBase method) set_extended_model() (Toolkit method) set_msg_queue_enabled() (AgentBase method) setup_logger() (in module agentscope) setup_tracing() (in module agentscope.tracing) SimpleKnowledge (class in agentscope.rag) size() (InMemoryMemory method) (MemoryBase method) SOLUTION_FILE_NAME (FileEvaluatorStorage attribute) solution_result_exists() (EvaluatorStorageBase method) (FileEvaluatorStorage method) SolutionOutput (class in agentscope.evaluate) source (AudioBlock attribute) (EmbeddingResponse attribute) (ImageBlock attribute) (VideoBlock attribute) state (Plan attribute) (SubTask attribute) state_dict() (InMemoryMemory method) (MemoryBase method) (StateModule method) (Toolkit method) stateful (HttpStatelessClient attribute) StatefulClientBase (class in agentscope.mcp) StateModule (class in agentscope.module) StdIOStatefulClient (class in agentscope.mcp) store() (EmbeddingCacheBase method) (FileEmbeddingCache method) stream (ChatModelBase attribute) (ToolResponse attribute) stream_printing_messages() (in module agentscope.pipeline) structured_input (UserInputData attribute) StudioUserInput (class in agentscope.agent) SubTask (class in agentscope.plan) subtasks (Plan attribute) success (SolutionOutput attribute) support_multiagent (AnthropicChatFormatter attribute) (AnthropicMultiAgentFormatter attribute) (DashScopeChatFormatter attribute) (DashScopeMultiAgentFormatter attribute) (DeepSeekChatFormatter attribute) (DeepSeekMultiAgentFormatter attribute) (GeminiChatFormatter attribute) (GeminiMultiAgentFormatter attribute) (OllamaChatFormatter attribute) (OllamaMultiAgentFormatter attribute) (OpenAIChatFormatter attribute) (OpenAIMultiAgentFormatter attribute) support_tools_api (AnthropicChatFormatter attribute) (AnthropicMultiAgentFormatter attribute) (DashScopeChatFormatter attribute) (DashScopeMultiAgentFormatter attribute) (DeepSeekChatFormatter attribute) (DeepSeekMultiAgentFormatter attribute) (GeminiChatFormatter attribute) (GeminiMultiAgentFormatter attribute) (OllamaChatFormatter attribute) (OllamaMultiAgentFormatter attribute) (OpenAIChatFormatter attribute) (OpenAIMultiAgentFormatter attribute) support_vision (AnthropicChatFormatter attribute) (AnthropicMultiAgentFormatter attribute) (DashScopeChatFormatter attribute) (DashScopeMultiAgentFormatter attribute) (DeepSeekChatFormatter attribute) (DeepSeekMultiAgentFormatter attribute) (GeminiChatFormatter attribute) (GeminiMultiAgentFormatter attribute) (OllamaChatFormatter attribute) (OllamaMultiAgentFormatter attribute) (OpenAIChatFormatter attribute) (OpenAIMultiAgentFormatter attribute) supported_blocks (AnthropicChatFormatter attribute) (AnthropicMultiAgentFormatter attribute) (DashScopeChatFormatter attribute) (DashScopeMultiAgentFormatter attribute) (DeepSeekChatFormatter attribute) (DeepSeekMultiAgentFormatter attribute) (GeminiChatFormatter attribute) (GeminiMultiAgentFormatter attribute) (OllamaChatFormatter attribute) (OllamaMultiAgentFormatter attribute) (OpenAIChatFormatter attribute) (OpenAIMultiAgentFormatter attribute) supported_extensions (GeminiChatFormatter attribute) supported_hook_types (AgentBase attribute) (ReActAgentBase attribute) supported_modalities (DashScopeMultiModalEmbedding attribute) (DashScopeTextEmbedding attribute) (EmbeddingModelBase attribute) (GeminiTextEmbedding attribute) (OllamaTextEmbedding attribute) (OpenAITextEmbedding attribute) sys_prompt (ReActAgent property) T tags (Task attribute) Task (class in agentscope.evaluate) TerminalUserInput (class in agentscope.agent) text (TextBlock attribute) TextBlock (class in agentscope.message) TextReader (class in agentscope.rag) thinking (ThinkingBlock attribute) ThinkingBlock (class in agentscope.message) time (EmbeddingUsage attribute) to_dict() (Msg method) to_markdown() (Plan method) (SubTask method) to_oneline_markdown() (SubTask method) TokenCounterBase (class in agentscope.token) tokens (EmbeddingUsage attribute) ToolInterruptedError ToolInvalidArgumentsError Toolkit (class in agentscope.tool) ToolNotFoundError ToolResponse (class in agentscope.tool) ToolResultBlock (class in agentscope.message) ToolUseBlock (class in agentscope.message) total_chunks (DocMetadata attribute) trace() (in module agentscope.tracing) trace_embedding() (in module agentscope.tracing) trace_format() (in module agentscope.tracing) trace_llm() (in module agentscope.tracing) trace_reply() (in module agentscope.tracing) trace_toolkit() (in module agentscope.tracing) trajectory (SolutionOutput attribute) TruncatedFormatterBase (class in agentscope.formatter) turn_on_wifi() (ACEPhone method) type (AudioBlock attribute) (Base64Source attribute) (ChatResponse attribute) (EmbeddingResponse attribute) (EmbeddingUsage attribute) (ImageBlock attribute) (TextBlock attribute) (ThinkingBlock attribute) (ToolResultBlock attribute) (ToolUseBlock attribute) (URLSource attribute) (VideoBlock attribute) U update_subtask_state() (PlanNotebook method) update_tool_groups() (Toolkit method) url (URLSource attribute) URLSource (class in agentscope.message) usage (ChatResponse attribute) (EmbeddingResponse attribute) UserAgent (class in agentscope.agent) UserInputBase (class in agentscope.agent) UserInputData (class in agentscope.agent) V VDBStoreBase (class in agentscope.rag) VideoBlock (class in agentscope.message) view_historical_plans() (PlanNotebook method) view_subtasks() (PlanNotebook method) view_text_file() (in module agentscope.tool) W when_a_subtask_in_progress (DefaultPlanToHint attribute) when_no_subtask_in_progress (DefaultPlanToHint attribute) write_text_file() (in module agentscope.tool)