Index _ | A | B | C | D | E | F | G | H | I | J | L | M | N | O | P | R | S | T | U | V | W _ __call__() (ACEAccuracy method) (ACEProcessAccuracy method) (AgentBase method) (AnthropicChatModel method) (ChatModelBase method) (DashScopeChatModel method) (DashScopeTextEmbedding method) (EmbeddingModelBase method) (FanoutPipeline method) (GeminiChatModel method) (GeminiTextEmbedding method) (MCPToolFunction method) (MetricBase method) (OllamaChatModel method) (OllamaTextEmbedding method) (OpenAIChatModel method) (OpenAITextEmbedding method) (SequentialPipeline method) (StudioUserInput method) (TerminalUserInput 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) (DashScopeTextEmbedding method) (DeepSeekMultiAgentFormatter 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) (JSONSession method) (MCPClientBase method) (MCPToolFunction method) (Mem0LongTermMemory method) (MetricBase method) (MetricResult method) (Msg method) (MsgHub method) (OllamaChatModel method) (OllamaMultiAgentFormatter method) (OllamaTextEmbedding method) (OpenAIChatModel method) (OpenAIMultiAgentFormatter method) (OpenAITextEmbedding method) (OpenAITokenCounter method) (RayEvaluator method) (ReActAgent method) (ReActAgentBase method) (SequentialPipeline method) (SessionBase method) (SolutionOutput method) (StatefulClientBase method) (StateModule method) (StdIOStatefulClient method) (StudioUserInput method) (Task method) (TerminalUserInput 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) (MsgHub 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.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) 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) 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) (ToolResponse attribute) convert_tool_result_to_string() (FormatterBase static method) count() (AnthropicTokenCounter method) (GeminiTokenCounter method) (HuggingFaceTokenCounter method) (OpenAITokenCounter method) (TokenCounterBase method) create_tool_group() (Toolkit method) created_at (ChatResponse attribute) (EmbeddingResponse attribute) (MetricResult 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) 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) delete() (InMemoryMemory method) (MemoryBase method) (MsgHub method) description (BenchmarkBase attribute) (MCPToolFunction attribute) disable_console_output() (AgentBase method) E 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) F fanout_pipeline() (in module agentscope.pipeline) FanoutPipeline (class in agentscope.pipeline) FileEmbeddingCache (class in agentscope.embedding) FileEvaluatorStorage (class in agentscope.evaluate) finish_function_name (ReActAgent 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) get_content_blocks() (Msg method) get_current_state() (ACEPhone method) get_evaluation_result() (EvaluatorStorageBase method) (FileEvaluatorStorage method) get_json_schemas() (Toolkit method) get_memory() (InMemoryMemory method) (MemoryBase 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) HttpStatefulClient (class in agentscope.mcp) HttpStatelessClient (class in agentscope.mcp) HuggingFaceTokenCounter (class in agentscope.token) I id (AgentBase attribute) (ChatResponse attribute) (EmbeddingResponse attribute) (Task attribute) (ToolResponse attribute) (ToolResultBlock attribute) (ToolUseBlock attribute) ImageBlock (class in agentscope.message) init() (in module agentscope) InMemoryMemory (class in agentscope.memory) 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) L list_tools() (HttpStatelessClient 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) (MetricResult attribute) (Task attribute) (ToolResponse attribute) MetricBase (class in agentscope.evaluate) MetricResult (class in agentscope.evaluate) metrics (Task attribute) MetricType (class in agentscope.evaluate) 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.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) (ToolResultBlock attribute) (ToolUseBlock 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) output (SolutionOutput attribute) (ToolResultBlock attribute) override_class_input_method() (UserAgent class method) override_instance_input_method() (UserAgent method) P print() (AgentBase method) R RayEvaluator (class in agentscope.evaluate) ReActAgent (class in agentscope.agent) ReActAgentBase (class in agentscope.agent) record() (LongTermMemoryBase method) (Mem0LongTermMemory method) record_to_memory() (LongTermMemoryBase method) (Mem0LongTermMemory method) register_class_hook() (AgentBase class method) register_instance_hook() (AgentBase method) register_mcp_client() (Toolkit 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_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) (LongTermMemoryBase method) (Mem0LongTermMemory method) (MemoryBase method) retrieve_from_memory() (LongTermMemoryBase method) (Mem0LongTermMemory method) run() (EvaluatorBase method) (GeneralEvaluator method) (RayEvaluator method) run_evaluation (RayEvaluator attribute) run_evaluation() (GeneralEvaluator method) run_solution (RayEvaluator attribute) 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_path (JSONSession property) save_session_state() (JSONSession method) (SessionBase method) save_solution_result() (EvaluatorStorageBase method) (FileEvaluatorStorage method) sequential_pipeline() (in module agentscope.pipeline) SequentialPipeline (class in agentscope.pipeline) session_id (SessionBase attribute) SessionBase (class in agentscope.session) set_auto_broadcast() (MsgHub method) set_extended_model() (Toolkit method) setup_logger() (in module agentscope) setup_tracing() (in module agentscope.tracing) 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_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) structured_input (UserInputData attribute) StudioUserInput (class in agentscope.agent) 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) 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) thinking (ThinkingBlock attribute) ThinkingBlock (class in agentscope.message) time (EmbeddingUsage attribute) to_dict() (Msg 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) 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_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 VideoBlock (class in agentscope.message) view_text_file() (in module agentscope.tool) W write_text_file() (in module agentscope.tool)