Index

A

acquire() (Holdable method) action_click() (WebBrowser method), [1] action_press_key() (WebBrowser method), [1] action_scroll_down() (WebBrowser method), [1] action_scroll_up() (WebBrowser method), [1] action_type() (WebBrowser method), [1] action_visit_url() (WebBrowser method), [1] add() (MemoryBase method), [1] (MsgHubManager method) (ServiceToolkit method), [1] (TemporaryMemory method), [1] add_as_node() (ASDiGraph method) add_child() (BasicEnv method), [1] (Env method), [1] add_data_as_knowledge() (KnowledgeBank method), [1] add_listener() (BasicEnv method), [1] (Env method), [1] add_RpcAgentServicer_to_server() (in module agentscope.rpc.rpc_agent_pb2_grpc) AGENT (WorkflowNodeType attribute) agent_exists() (AgentServerServicer method) agent_id (AgentBase property), [1] AgentBase (class in agentscope.agents) (class in agentscope.agents.agent) AgentCallError AgentCreationError agentscope module agentscope.agents module agentscope.agents.agent module agentscope.agents.dialog_agent module agentscope.agents.dict_dialog_agent module agentscope.agents.operator module agentscope.agents.rag_agent module agentscope.agents.react_agent module agentscope.agents.user_agent module agentscope.constants module agentscope.environment module agentscope.environment.env module agentscope.environment.event module agentscope.exception module agentscope.logging module agentscope.manager module agentscope.memory module agentscope.memory.memory module agentscope.memory.temporary_memory module agentscope.message module agentscope.message.msg module agentscope.models module agentscope.models.anthropic_model module agentscope.models.dashscope_model module agentscope.models.gemini_model module agentscope.models.litellm_model module agentscope.models.model module agentscope.models.ollama_model module agentscope.models.openai_model module agentscope.models.post_model module agentscope.models.response module agentscope.models.yi_model module agentscope.models.zhipu_model module agentscope.msghub module agentscope.parsers module agentscope.parsers.code_block_parser module agentscope.parsers.json_object_parser module agentscope.parsers.parser_base module agentscope.parsers.regex_tagged_content_parser module agentscope.parsers.tagged_content_parser module agentscope.pipelines module agentscope.pipelines.functional module agentscope.pipelines.pipeline module agentscope.prompt module agentscope.rag module agentscope.rag.knowledge module agentscope.rag.knowledge_bank module agentscope.rag.llama_index_knowledge module agentscope.rpc module agentscope.rpc.retry_strategy module agentscope.rpc.rpc_agent_pb2 module agentscope.rpc.rpc_agent_pb2_grpc module agentscope.rpc.rpc_async module agentscope.rpc.rpc_client module agentscope.rpc.rpc_config module agentscope.rpc.rpc_meta module agentscope.rpc.rpc_object module

agentscope.serialize module agentscope.server module agentscope.server.async_result_pool module agentscope.server.launcher module agentscope.server.servicer module agentscope.service module agentscope.service.browser module agentscope.service.browser.web_browser module agentscope.service.execute_code module agentscope.service.execute_code.exec_notebook module agentscope.service.execute_code.exec_python module agentscope.service.execute_code.exec_shell module agentscope.service.file module agentscope.service.file.common module agentscope.service.file.json module agentscope.service.file.text module agentscope.service.multi_modality module agentscope.service.multi_modality.dashscope_services module agentscope.service.multi_modality.openai_services module agentscope.service.retrieval module agentscope.service.retrieval.retrieval_from_list module agentscope.service.retrieval.similarity module agentscope.service.service_response module agentscope.service.service_status module agentscope.service.service_toolkit module agentscope.service.sql_query module agentscope.service.sql_query.mongodb module agentscope.service.sql_query.mysql module agentscope.service.sql_query.sqlite module agentscope.service.text_processing module agentscope.service.text_processing.summarization module agentscope.service.web module agentscope.service.web.arxiv module agentscope.service.web.dblp module agentscope.service.web.download module agentscope.service.web.search module agentscope.service.web.tripadvisor module agentscope.service.web.web_digest module agentscope.service.web.wikipedia module agentscope.strategy module agentscope.strategy.mixture_of_agent module agentscope.studio module agentscope.studio.utils module agentscope.tokens module agentscope.utils module agentscope.utils.common module agentscope.utils.token_utils module agentscope.web module agentscope.web.gradio module agentscope.web.gradio.constants module agentscope.web.gradio.studio module agentscope.web.gradio.utils module agentscope.web.workstation module agentscope.web.workstation.workflow module agentscope.web.workstation.workflow_dag module agentscope.web.workstation.workflow_node module agentscope.web.workstation.workflow_utils module AgentServerError AgentServerNotAliveError AgentServerServicer (class in agentscope.server.servicer) AgentServerUnsupportedMethodError AnthropicChatWrapper (class in agentscope.models) (class in agentscope.models.anthropic_model) args (Event property), [1] ArgumentNotFoundError ArgumentTypeError aria_label (WebElementInfo attribute), [1] arxiv_search() (in module agentscope.service) (in module agentscope.service.web.arxiv) as_server() (in module agentscope.server) (in module agentscope.server.launcher) as_studio() (in module agentscope.studio) ASDiGraph (class in agentscope.web.workstation.workflow_dag) ASManager (class in agentscope.manager) async_func() (in module agentscope.rpc) (in module agentscope.rpc.rpc_meta) async_run_code_on_notebook() (NoteBookExecutor method), [1] AsyncResult (class in agentscope.rpc) (class in agentscope.rpc.rpc_async) AsyncResultPool (class in agentscope.server.async_result_pool) audio2text() (in module agentscope.web.gradio.utils)

B

BasicEnv (class in agentscope.environment) (class in agentscope.environment.env) bing_search() (in module agentscope.service) (in module agentscope.service.web.search)

BingSearchServiceNode (class in agentscope.web.workstation.workflow_node) broadcast() (MsgHubManager method) build_dag() (in module agentscope.web.workstation.workflow_dag)

C

cache_text_embedding() (FileManager method) call_agent_func() (AgentServerServicer method) (RpcAgent static method) (RpcAgentServicer method) (RpcClient method), [1] cells_length (NoteBookExecutor property), [1] check_uuid() (in module agentscope.web.gradio.utils) ChineseSystemPromptGenerator (class in agentscope.prompt) clear() (MemoryBase method), [1] (TemporaryMemory method), [1] clear_audience() (AgentBase method), [1] clear_model_configs() (ModelManager method) clone_agent() (RpcAgent static method) (RpcAgentServicer method) close() (WebBrowser method), [1] code_dir (FileManager property) compare_in_dialog() (SystemPromptComparer method) compare_with_queries() (SystemPromptComparer method) compile() (ASDiGraph method) (BingSearchServiceNode method) (CopyNode method) (DialogAgentNode method) (DictDialogAgentNode method) (ForLoopPipelineNode method) (GoogleSearchServiceNode method) (IfElsePipelineNode method) (ModelNode method) (MsgHubNode method) (MsgNode method) (PlaceHolderNode method) (PythonServiceNode method) (ReActAgentNode method) (ReadTextServiceNode method) (SequentialPipelineNode method) (SwitchPipelineNode method) (UserAgentNode method) (WhileLoopPipelineNode method) (WorkflowNode method) (WriteTextServiceNode method) compile_workflow() (in module agentscope.web.workstation.workflow) config_name (AnthropicChatWrapper attribute) (DashScopeChatWrapper attribute) (DashScopeImageSynthesisWrapper attribute) (DashScopeMultiModalWrapper attribute) (DashScopeTextEmbeddingWrapper attribute) (GeminiChatWrapper attribute) (GeminiEmbeddingWrapper attribute) (LiteLLMChatWrapper attribute) (ModelWrapperBase attribute), [1] (OllamaChatWrapper attribute) (OllamaEmbeddingWrapper attribute) (OllamaGenerationWrapper attribute) (OpenAIChatWrapper attribute) (OpenAIDALLEWrapper attribute) (OpenAIEmbeddingWrapper attribute) (PostAPIChatWrapper attribute) (PostAPIModelWrapperBase attribute) (YiChatWrapper attribute) (ZhipuAIChatWrapper attribute) (ZhipuAIEmbeddingWrapper attribute)

content (Msg property), [1] content_hint (MarkdownCodeBlockParser attribute), [1] (MarkdownJsonDictParser attribute), [1] (MarkdownJsonObjectParser attribute), [1] (TaggedContent attribute), [1] convert_url() (DashScopeMultiModalWrapper method), [1] COPY (WorkflowNodeType attribute) CopyNode (class in agentscope.web.workstation.workflow_node) cos_sim() (in module agentscope.service) (in module agentscope.service.retrieval.similarity) count() (in module agentscope.tokens) count_dashscope_tokens() (in module agentscope.tokens) count_gemini_tokens() (in module agentscope.tokens) count_huggingface_tokens() (in module agentscope.tokens) count_openai_token() (in module agentscope.utils.token_utils) count_openai_tokens() (in module agentscope.tokens) create() (RpcObject method), [1] create_agent() (AgentServerServicer method) (RpcAgent static method) (RpcAgentServicer method) (RpcClient method), [1] create_directory() (in module agentscope.service) (in module agentscope.service.file.common) create_file() (in module agentscope.service) (in module agentscope.service.file.common) create_tempdir() (in module agentscope.utils.common) cycle_dots() (in module agentscope.web.gradio.utils)

D

dashscope_image_to_text() (in module agentscope.service) (in module agentscope.service.multi_modality.dashscope_services) dashscope_text_to_audio() (in module agentscope.service) (in module agentscope.service.multi_modality.dashscope_services) dashscope_text_to_image() (in module agentscope.service) (in module agentscope.service.multi_modality.dashscope_services) DashScopeChatWrapper (class in agentscope.models) (class in agentscope.models.dashscope_model) DashScopeImageSynthesisWrapper (class in agentscope.models) (class in agentscope.models.dashscope_model) DashScopeMultiModalWrapper (class in agentscope.models) (class in agentscope.models.dashscope_model) DashScopeTextEmbeddingWrapper (class in agentscope.models) (class in agentscope.models.dashscope_model) DashScopeWrapperBase (class in agentscope.models.dashscope_model) dblp_search_authors() (in module agentscope.service) (in module agentscope.service.web.dblp) dblp_search_publications() (in module agentscope.service) (in module agentscope.service.web.dblp) dblp_search_venues() (in module agentscope.service) (in module agentscope.service.web.dblp) decode_jwt() (in module agentscope.studio.utils) delete() (MemoryBase method), [1] (MsgHubManager method) (TemporaryMemory method), [1] delete_agent() (AgentServerServicer method) (RpcAgent static method) (RpcAgentServicer method) (RpcClient method), [1]

delete_all_agent() (RpcClient method), [1] delete_all_agents() (AgentServerServicer method) (RpcAgent static method) (RpcAgentServicer method) delete_directory() (in module agentscope.service) (in module agentscope.service.file.common) delete_file() (in module agentscope.service) (in module agentscope.service.file.common) deps_converter() (in module agentscope.web.workstation.workflow_utils) describe() (BasicEnv method), [1] (Env method), [1] deserialize() (in module agentscope.serialize) DialogAgent (class in agentscope.agents) (class in agentscope.agents.dialog_agent) DialogAgentNode (class in agentscope.web.workstation.workflow_node) dict_converter() (in module agentscope.web.workstation.workflow_utils) DictDialogAgent (class in agentscope.agents) (class in agentscope.agents.dict_dialog_agent) DictDialogAgentNode (class in agentscope.web.workstation.workflow_node) DictFilterMixin (class in agentscope.parsers.parser_base) digest_webpage() (in module agentscope.service) (in module agentscope.service.web.web_digest) DistConf (class in agentscope.rpc) (class in agentscope.rpc.rpc_config) download_file() (AgentServerServicer method) (RpcAgent static method) (RpcAgentServicer method) (RpcClient method), [1] download_from_url() (in module agentscope.service) (in module agentscope.service.web.download)

E

embedding_cache_dir (FileManager property) EnglishSystemPromptGenerator (class in agentscope.prompt) Env (class in agentscope.environment) (class in agentscope.environment.env) EnvAlreadyExistError EnvError EnvListenerError EnvNotFoundError EnvTypeError EnvUnsupportedFunctionError equip() (KnowledgeBank method), [1] ERROR (ServiceExecStatus attribute), [1]

Event (class in agentscope.environment) (class in agentscope.environment.event) event_func() (in module agentscope.environment) (in module agentscope.environment.env) EventListener (class in agentscope.environment) (class in agentscope.environment.env) exec_node() (ASDiGraph method) execute_python_code() (in module agentscope.service) (in module agentscope.service.execute_code.exec_python) execute_shell_command() (in module agentscope.service) (in module agentscope.service.execute_code.exec_shell) export() (MemoryBase method), [1] (TemporaryMemory method), [1]

F

fetch_cached_text_embedding() (FileManager method) file_dir (FileManager property) FileManager (class in agentscope.manager) finish() (ReActAgent static method), [1] flush() (ASManager method) (FileManager method) (ModelManager method) (MonitorManager method) fn_choice() (in module agentscope.web.gradio.studio) ForLoopPipeline (class in agentscope.pipelines) (class in agentscope.pipelines.pipeline) forlooppipeline() (in module agentscope.pipelines) (in module agentscope.pipelines.functional) ForLoopPipelineNode (class in agentscope.web.workstation.workflow_node) format() (AnthropicChatWrapper method), [1] (DashScopeChatWrapper method), [1] (DashScopeMultiModalWrapper method), [1] (DashScopeWrapperBase method) (GeminiChatWrapper static method), [1] (LiteLLMChatWrapper method), [1] (LiteLLMWrapperBase method) (ModelWrapperBase method), [1] (OllamaChatWrapper method), [1] (OllamaEmbeddingWrapper method), [1] (OllamaGenerationWrapper method), [1] (OpenAIChatWrapper method), [1] (OpenAIWrapperBase method), [1] (PostAPIChatWrapper method), [1] (PostAPIDALLEWrapper method) (PostAPIEmbeddingWrapper method) (YiChatWrapper method), [1] (ZhipuAIChatWrapper method), [1] (ZhipuAIWrapperBase method)

format_for_common_chat_models() (ModelWrapperBase static method), [1] format_instruction (MarkdownCodeBlockParser attribute), [1] (MarkdownJsonDictParser property), [1] (MarkdownJsonObjectParser property), [1] (MultiTaggedContentParser attribute), [1] (RegexTaggedContentParser property), [1] formatted_str() (Msg method), [1] from_dict() (Msg class method), [1] FunctionCallError FunctionCallFormatError FunctionNotFoundError

G

GeminiChatWrapper (class in agentscope.models) (class in agentscope.models.gemini_model) GeminiEmbeddingWrapper (class in agentscope.models) (class in agentscope.models.gemini_model) GeminiWrapperBase (class in agentscope.models.gemini_model) generate() (SystemPromptGeneratorBase method) generate_agent_id() (AgentBase class method), [1] generate_image_from_name() (in module agentscope.web.gradio.utils) generate_jwt() (in module agentscope.studio.utils) generate_notes() (SystemPromptOptimizer method) generate_oid() (in module agentscope.rpc.rpc_meta) generate_server_id() (RpcAgentServerLauncher class method), [1] generation_method (GeminiChatWrapper attribute), [1] get() (AsyncResultPool method) (Getable method) (LocalPool method) (RedisPool method) (ServiceToolkit class method), [1] get_action_functions() (WebBrowser method), [1] get_agent() (AgentServerServicer method) get_agent_list() (AgentServerServicer method) (RpcAgent static method) (RpcAgentServicer method) (RpcClient method), [1] get_agent_memory() (AgentServerServicer method) (RpcAgent static method) (RpcAgentServicer method) (RpcClient method), [1] get_all_agents() (in module agentscope.web.workstation.workflow_node) get_chat() (in module agentscope.web.gradio.studio) get_chat_msg() (in module agentscope.web.gradio.utils)

get_children() (BasicEnv method), [1] (Env method), [1] get_class() (RpcMeta static method), [1] get_config_by_name() (ModelManager method) get_current_directory() (in module agentscope.service) (in module agentscope.service.file.common) get_embeddings() (TemporaryMemory method), [1] get_help() (in module agentscope.service) get_instance() (ASManager class method) (FileManager class method) (ModelManager class method) (MonitorManager class method) get_knowledge() (KnowledgeBank method), [1] get_listeners() (BasicEnv method), [1] (Env method), [1] get_memory() (MemoryBase method), [1] (TemporaryMemory method), [1] get_model_by_config_name() (ModelManager method) get_openai_max_length() (in module agentscope.utils.token_utils) get_player_input() (in module agentscope.web.gradio.utils) get_pool() (in module agentscope.server.async_result_pool) get_position() (Movable2D method) get_public_methods() (in module agentscope.rpc.rpc_object) get_reset_msg() (in module agentscope.web.gradio.utils) get_server_info() (AgentServerServicer method) (RpcAgent static method) (RpcAgentServicer method) (RpcClient method), [1] Getable (class in agentscope.environment.event) google_search() (in module agentscope.service) (in module agentscope.service.web.search) GoogleSearchServiceNode (class in agentscope.web.workstation.workflow_node)

H

height (WebElementInfo attribute), [1] Holdable (class in agentscope.environment.event)

host (AgentServerError attribute) html (WebElementInfo attribute), [1]

I

id (Msg property), [1] IfElsePipeline (class in agentscope.pipelines) (class in agentscope.pipelines.pipeline) ifelsepipeline() (in module agentscope.pipelines) (in module agentscope.pipelines.functional) IfElsePipelineNode (class in agentscope.web.workstation.workflow_node) import_function_from_path() (in module agentscope.web.gradio.studio) ImportErrorReporter (class in agentscope.utils.common) INCR_KEY (RedisPool attribute) init() (in module agentscope) (in module agentscope.studio) init_uid_list() (in module agentscope.web.gradio.studio) init_uid_queues() (in module agentscope.web.gradio.utils) initialize() (ASManager method) (FileManager method) (ModelManager method) (MonitorManager method)

inner_text (WebElementInfo attribute), [1] invoke_dir (FileManager property) is_alive() (AgentServerServicer method) (RpcAgent static method) (RpcAgentServicer method) (RpcClient method), [1] is_callable_expression() (in module agentscope.web.workstation.workflow_utils) is_clickable (WebElementInfo attribute), [1] is_initialized() (FileManager class method) is_serializable() (in module agentscope.serialize) is_stream_exhausted (ModelResponse property), [1] is_valid_url() (in module agentscope.service.web.web_digest)

J

JSON (ResponseFormat attribute) json_required_hint (MultiTaggedContentParser attribute), [1] json_schema (ServiceFunction attribute)

json_schemas (ServiceToolkit property), [1] JsonDictValidationError JsonParsingError JsonTypeError

K

keep_alive (OllamaChatWrapper attribute) (OllamaEmbeddingWrapper attribute) (OllamaGenerationWrapper attribute) (OllamaWrapperBase attribute)

Knowledge (class in agentscope.rag) (class in agentscope.rag.knowledge) KnowledgeBank (class in agentscope.rag) (class in agentscope.rag.knowledge_bank) kwarg_converter() (in module agentscope.web.workstation.workflow_utils)

L

launch() (RpcAgentServerLauncher method), [1] list_directory_content() (in module agentscope.service) (in module agentscope.service.file.common) list_models() (GeminiWrapperBase method) LiteLLMChatWrapper (class in agentscope.models) (class in agentscope.models.litellm_model) LiteLLMWrapperBase (class in agentscope.models.litellm_model) LlamaIndexAgent (class in agentscope.agents) (class in agentscope.agents.rag_agent) LlamaIndexKnowledge (class in agentscope.rag.llama_index_knowledge) load() (MemoryBase method), [1] (TemporaryMemory method), [1] load_agents_from_dir() (in module agentscope.server.launcher)

load_config() (in module agentscope.web.workstation.workflow) load_custom_class_from_file() (in module agentscope.server.launcher) load_dict() (ASManager method) (FileManager method) (ModelManager method) (MonitorManager method) (RetryBase class method) load_model_configs() (ModelManager method) load_web() (in module agentscope.service) (in module agentscope.service.web.web_digest) LocalPool (class in agentscope.server.async_result_pool) log_gradio() (in module agentscope.logging) log_msg() (in module agentscope.logging) log_stream_msg() (in module agentscope.logging)

M

main() (in module agentscope.web.workstation.workflow) MarkdownCodeBlockParser (class in agentscope.parsers) (class in agentscope.parsers.code_block_parser) MarkdownJsonDictParser (class in agentscope.parsers) (class in agentscope.parsers.json_object_parser) MarkdownJsonObjectParser (class in agentscope.parsers) (class in agentscope.parsers.json_object_parser) MemoryBase (class in agentscope.memory) (class in agentscope.memory.memory) message (AgentServerError attribute) MESSAGE (WorkflowNodeType attribute) meta_data (WebElementInfo attribute), [1] metadata (Msg property), [1] missing_begin_tag (TagNotFoundError attribute) missing_end_tag (TagNotFoundError attribute) MixtureOfAgents (class in agentscope.strategy) (class in agentscope.strategy.mixture_of_agent) MODEL (WorkflowNodeType attribute) model_config (WebElementInfo attribute), [1] model_configs (ModelManager attribute) model_name (AnthropicChatWrapper attribute) (DashScopeChatWrapper attribute) (DashScopeImageSynthesisWrapper attribute) (DashScopeMultiModalWrapper attribute) (DashScopeTextEmbeddingWrapper attribute) (GeminiChatWrapper attribute) (GeminiEmbeddingWrapper attribute) (LiteLLMChatWrapper attribute) (ModelWrapperBase attribute), [1] (OllamaChatWrapper attribute) (OllamaEmbeddingWrapper attribute) (OllamaGenerationWrapper attribute) (OllamaWrapperBase attribute) (OpenAIChatWrapper attribute) (OpenAIDALLEWrapper attribute) (OpenAIEmbeddingWrapper attribute) (PostAPIChatWrapper attribute) (PostAPIModelWrapperBase attribute) (YiChatWrapper attribute) (ZhipuAIChatWrapper attribute) (ZhipuAIEmbeddingWrapper attribute) model_type (AnthropicChatWrapper attribute), [1] (DashScopeChatWrapper attribute), [1] (DashScopeImageSynthesisWrapper attribute), [1] (DashScopeMultiModalWrapper attribute), [1] (DashScopeTextEmbeddingWrapper attribute), [1] (GeminiChatWrapper attribute), [1] (GeminiEmbeddingWrapper attribute), [1] (LiteLLMChatWrapper attribute), [1] (ModelWrapperBase attribute), [1] (OllamaChatWrapper attribute), [1] (OllamaEmbeddingWrapper attribute), [1] (OllamaGenerationWrapper attribute), [1] (OllamaWrapperBase attribute) (OpenAIChatWrapper attribute), [1] (OpenAIDALLEWrapper attribute), [1] (OpenAIEmbeddingWrapper attribute), [1] (PostAPIChatWrapper attribute), [1] (PostAPIDALLEWrapper attribute) (PostAPIEmbeddingWrapper attribute) (PostAPIModelWrapperBase attribute), [1] (YiChatWrapper attribute), [1] (ZhipuAIChatWrapper attribute), [1] (ZhipuAIEmbeddingWrapper attribute), [1] model_wrapper_mapping (ModelManager attribute) ModelManager (class in agentscope.manager) ModelNode (class in agentscope.web.workstation.workflow_node) ModelResponse (class in agentscope.models) (class in agentscope.models.response) ModelWrapperBase (class in agentscope.models) (class in agentscope.models.model) module agentscope agentscope.agents agentscope.agents.agent agentscope.agents.dialog_agent agentscope.agents.dict_dialog_agent agentscope.agents.operator agentscope.agents.rag_agent agentscope.agents.react_agent agentscope.agents.user_agent agentscope.constants agentscope.environment agentscope.environment.env agentscope.environment.event agentscope.exception agentscope.logging agentscope.manager agentscope.memory agentscope.memory.memory agentscope.memory.temporary_memory agentscope.message agentscope.message.msg agentscope.models agentscope.models.anthropic_model agentscope.models.dashscope_model agentscope.models.gemini_model agentscope.models.litellm_model agentscope.models.model agentscope.models.ollama_model agentscope.models.openai_model agentscope.models.post_model agentscope.models.response agentscope.models.yi_model agentscope.models.zhipu_model agentscope.msghub agentscope.parsers agentscope.parsers.code_block_parser agentscope.parsers.json_object_parser agentscope.parsers.parser_base agentscope.parsers.regex_tagged_content_parser agentscope.parsers.tagged_content_parser agentscope.pipelines agentscope.pipelines.functional agentscope.pipelines.pipeline agentscope.prompt agentscope.rag agentscope.rag.knowledge agentscope.rag.knowledge_bank agentscope.rag.llama_index_knowledge agentscope.rpc agentscope.rpc.retry_strategy agentscope.rpc.rpc_agent_pb2 agentscope.rpc.rpc_agent_pb2_grpc agentscope.rpc.rpc_async agentscope.rpc.rpc_client agentscope.rpc.rpc_config agentscope.rpc.rpc_meta agentscope.rpc.rpc_object agentscope.serialize agentscope.server agentscope.server.async_result_pool agentscope.server.launcher agentscope.server.servicer agentscope.service agentscope.service.browser agentscope.service.browser.web_browser agentscope.service.execute_code agentscope.service.execute_code.exec_notebook agentscope.service.execute_code.exec_python agentscope.service.execute_code.exec_shell agentscope.service.file agentscope.service.file.common agentscope.service.file.json agentscope.service.file.text agentscope.service.multi_modality agentscope.service.multi_modality.dashscope_services agentscope.service.multi_modality.openai_services agentscope.service.retrieval agentscope.service.retrieval.retrieval_from_list agentscope.service.retrieval.similarity agentscope.service.service_response agentscope.service.service_status agentscope.service.service_toolkit agentscope.service.sql_query agentscope.service.sql_query.mongodb agentscope.service.sql_query.mysql agentscope.service.sql_query.sqlite agentscope.service.text_processing agentscope.service.text_processing.summarization agentscope.service.web agentscope.service.web.arxiv agentscope.service.web.dblp agentscope.service.web.download agentscope.service.web.search agentscope.service.web.tripadvisor agentscope.service.web.web_digest agentscope.service.web.wikipedia agentscope.strategy agentscope.strategy.mixture_of_agent agentscope.studio agentscope.studio.utils agentscope.tokens agentscope.utils agentscope.utils.common agentscope.utils.token_utils agentscope.web agentscope.web.gradio agentscope.web.gradio.constants agentscope.web.gradio.studio agentscope.web.gradio.utils agentscope.web.workstation agentscope.web.workstation.workflow agentscope.web.workstation.workflow_dag agentscope.web.workstation.workflow_node agentscope.web.workstation.workflow_utils

MonitorManager (class in agentscope.manager) Movable2D (class in agentscope.environment.event) move_by() (Movable2D method) move_directory() (in module agentscope.service) (in module agentscope.service.file.common) move_file() (in module agentscope.service) (in module agentscope.service.file.common) move_to() (Movable2D method) Msg (class in agentscope.message) (class in agentscope.message.msg) msghub() (in module agentscope) (in module agentscope.msghub) MsgHubManager (class in agentscope.msghub) MsgHubNode (class in agentscope.web.workstation.workflow_node) MsgNode (class in agentscope.web.workstation.workflow_node) MultiTaggedContentParser (class in agentscope.parsers) (class in agentscope.parsers.tagged_content_parser)

N

name (BasicEnv property), [1] (Env property), [1] (Event property), [1] (MarkdownCodeBlockParser attribute), [1] (MarkdownJsonDictParser attribute), [1] (MarkdownJsonObjectParser attribute), [1] (Msg property), [1] (ServiceFunction attribute) (TaggedContent attribute), [1] node_name (WebElementInfo attribute), [1] node_type (BingSearchServiceNode attribute) (CopyNode attribute) (DialogAgentNode attribute) (DictDialogAgentNode attribute) (ForLoopPipelineNode attribute) (GoogleSearchServiceNode attribute) (IfElsePipelineNode attribute) (ModelNode attribute) (MsgHubNode attribute) (MsgNode attribute) (PlaceHolderNode attribute) (PythonServiceNode attribute) (ReActAgentNode attribute) (ReadTextServiceNode attribute) (SequentialPipelineNode attribute) (SwitchPipelineNode attribute) (UserAgentNode attribute) (WhileLoopPipelineNode attribute) (WorkflowNode attribute) (WriteTextServiceNode attribute)

node_value (WebElementInfo attribute), [1] nodes_not_in_graph (ASDiGraph attribute) NONE (ResponseFormat attribute) NoteBookExecutor (class in agentscope.service) (class in agentscope.service.execute_code.exec_notebook) num_tokens_from_content() (in module agentscope.utils.token_utils)

O

observe() (AgentBase method), [1] OllamaChatWrapper (class in agentscope.models) (class in agentscope.models.ollama_model) OllamaEmbeddingWrapper (class in agentscope.models) (class in agentscope.models.ollama_model) OllamaGenerationWrapper (class in agentscope.models) (class in agentscope.models.ollama_model) OllamaWrapperBase (class in agentscope.models.ollama_model) openai_audio_to_text() (in module agentscope.service) (in module agentscope.service.multi_modality.openai_services) openai_create_image_variation() (in module agentscope.service) (in module agentscope.service.multi_modality.openai_services) openai_edit_image() (in module agentscope.service) (in module agentscope.service.multi_modality.openai_services) openai_image_to_text() (in module agentscope.service) (in module agentscope.service.multi_modality.openai_services) openai_text_to_audio() (in module agentscope.service) (in module agentscope.service.multi_modality.openai_services)

openai_text_to_image() (in module agentscope.service) (in module agentscope.service.multi_modality.openai_services) OpenAIChatWrapper (class in agentscope.models) (class in agentscope.models.openai_model) OpenAIDALLEWrapper (class in agentscope.models) (class in agentscope.models.openai_model) OpenAIEmbeddingWrapper (class in agentscope.models) (class in agentscope.models.openai_model) OpenAIWrapperBase (class in agentscope.models) (class in agentscope.models.openai_model) options (OllamaChatWrapper attribute) (OllamaEmbeddingWrapper attribute) (OllamaGenerationWrapper attribute) (OllamaWrapperBase attribute) origin_x (WebElementInfo attribute), [1] origin_y (WebElementInfo attribute), [1] original_func (ServiceFunction attribute)

P

page_html (WebBrowser property), [1] page_markdown (WebBrowser property), [1] page_screenshot (WebBrowser property), [1] page_title (WebBrowser property), [1] parse() (MarkdownCodeBlockParser method), [1] (MarkdownJsonDictParser method), [1] (MarkdownJsonObjectParser method), [1] (MultiTaggedContentParser method), [1] (ParserBase method), [1] (RegexTaggedContentParser method), [1] parse_and_call_func() (ServiceToolkit method), [1] parse_html_to_text() (in module agentscope.service) (in module agentscope.service.web.web_digest) parse_json (TaggedContent attribute), [1] ParserBase (class in agentscope.parsers) (class in agentscope.parsers.parser_base) path_db (MonitorManager property) PIPELINE (WorkflowNodeType attribute)

PipelineBase (class in agentscope.pipelines) (class in agentscope.pipelines.pipeline) placeholder() (in module agentscope.pipelines.functional) PlaceHolderNode (class in agentscope.web.workstation.workflow_node) port (AgentServerError attribute) post_processing() (Knowledge method), [1] PostAPIChatWrapper (class in agentscope.models) (class in agentscope.models.post_model) PostAPIDALLEWrapper (class in agentscope.models.post_model) PostAPIEmbeddingWrapper (class in agentscope.models.post_model) PostAPIModelWrapperBase (class in agentscope.models) (class in agentscope.models.post_model) prepare() (AsyncResultPool method) (LocalPool method) (RedisPool method) print_llm_usage() (in module agentscope) (MonitorManager method) processed_func (ServiceFunction attribute) PythonServiceNode (class in agentscope.web.workstation.workflow_node)

Q

query_mongodb() (in module agentscope.service) (in module agentscope.service.sql_query.mongodb) query_mysql() (in module agentscope.service) (in module agentscope.service.sql_query.mysql)

query_sqlite() (in module agentscope.service) (in module agentscope.service.sql_query.sqlite) QuotaExceededError

R

raw_response (ResponseParsingError attribute) ReActAgent (class in agentscope.agents) (class in agentscope.agents.react_agent) ReActAgentNode (class in agentscope.web.workstation.workflow_node) read_json_file() (in module agentscope.service) (in module agentscope.service.file.json) read_text_file() (in module agentscope.service) (in module agentscope.service.file.text) ReadTextServiceNode (class in agentscope.web.workstation.workflow_node) RedisPool (class in agentscope.server.async_result_pool) refresh_index() (LlamaIndexKnowledge method) RegexTaggedContentParser (class in agentscope.parsers) (class in agentscope.parsers.regex_tagged_content_parser) register_class() (RpcMeta static method), [1] register_model() (in module agentscope.tokens) register_model_wrapper_class() (in module agentscope) (ModelManager method) release() (Holdable method) remove_child() (BasicEnv method), [1] (Env method), [1] remove_duplicates_from_end() (in module agentscope.web.workstation.workflow_dag) remove_interactive_marks() (WebBrowser method), [1] remove_listener() (BasicEnv method), [1] (Env method), [1] reply() (AgentBase method), [1] (DialogAgent method), [1] (DictDialogAgent method), [1] (LlamaIndexAgent method), [1] (ReActAgent method), [1] (UserAgent method), [1] require_args (ServiceFunction attribute) required_keys (MarkdownJsonDictParser attribute), [1] RequiredFieldNotFoundError reset_audience() (AgentBase method), [1] reset_glb_var() (in module agentscope.web.gradio.studio)

reset_notebook() (NoteBookExecutor method), [1] ResetException ResponseFormat (class in agentscope.constants) ResponseParsingError result() (AsyncResult method), [1] retrieve() (Knowledge method), [1] (LlamaIndexKnowledge method) retrieve_by_embedding() (TemporaryMemory method), [1] retrieve_from_list() (in module agentscope.service) (in module agentscope.service.retrieval.retrieval_from_list) retry() (RetryBase method) (RetryExpential method) (RetryFixedTimes method) RetryBase (class in agentscope.rpc.retry_strategy) RetryExpential (class in agentscope.rpc.retry_strategy) RetryFixedTimes (class in agentscope.rpc.retry_strategy) returns (Event property), [1] rm_audience() (AgentBase method), [1] rm_database() (MonitorManager method) role (Msg property), [1] RpcAgent (class in agentscope.rpc.rpc_agent_pb2_grpc) RpcAgentClient (class in agentscope.rpc.rpc_client) RpcAgentServerLauncher (class in agentscope.server) (class in agentscope.server.launcher) RpcAgentServicer (class in agentscope.rpc.rpc_agent_pb2_grpc) RpcAgentStub (class in agentscope.rpc.rpc_agent_pb2_grpc) RpcClient (class in agentscope.rpc) (class in agentscope.rpc.rpc_client) RpcMeta (class in agentscope.rpc) (class in agentscope.rpc.rpc_meta) RpcObject (class in agentscope.rpc) (class in agentscope.rpc.rpc_object) run() (ASDiGraph method) run_app() (in module agentscope.web.gradio.studio) run_code_on_notebook() (NoteBookExecutor method), [1]

S

sanitize_node_data() (in module agentscope.web.workstation.workflow_dag) save_api_invocation() (FileManager method) save_file() (FileManager method) save_image() (FileManager method) save_python_code() (FileManager method) save_runtime_information() (FileManager method) send_audio() (in module agentscope.web.gradio.studio) send_image() (in module agentscope.web.gradio.studio) send_message() (in module agentscope.web.gradio.studio) send_msg() (in module agentscope.web.gradio.utils) send_player_input() (in module agentscope.web.gradio.utils) send_reset_msg() (in module agentscope.web.gradio.utils) SequentialPipeline (class in agentscope.pipelines) (class in agentscope.pipelines.pipeline) sequentialpipeline() (in module agentscope.pipelines) (in module agentscope.pipelines.functional) SequentialPipelineNode (class in agentscope.web.workstation.workflow_node) serialize() (in module agentscope.serialize) SERVICE (WorkflowNodeType attribute) service_funcs (ServiceToolkit attribute), [1] ServiceExecStatus (class in agentscope.service) (class in agentscope.service.service_status) ServiceFunction (class in agentscope.service.service_toolkit) ServiceResponse (class in agentscope.service) (class in agentscope.service.service_response) ServiceToolkit (class in agentscope.service) (class in agentscope.service.service_toolkit) set() (AsyncResultPool method) (LocalPool method) (RedisPool method) (Setable method) set_interactive_marks() (WebBrowser method), [1] set_model_configs() (AgentServerServicer method) (RpcAgent static method) (RpcAgentServicer method) (RpcClient method), [1] set_parser() (DictDialogAgent method), [1] Setable (class in agentscope.environment.event) setup_logger() (in module agentscope.logging)

show_image_tokens() (MonitorManager method) show_text_and_embedding_tokens() (MonitorManager method) ShrinkPolicy (class in agentscope.constants) shutdown() (RpcAgentServerLauncher method), [1] size() (MemoryBase method), [1] (TemporaryMemory method), [1] speak() (AgentBase method), [1] (UserAgent method), [1] start_workflow() (in module agentscope.web.workstation.workflow) state_dict() (ASManager method) (FileManager method) (in module agentscope) (ModelManager method) (MonitorManager method) static_format() (OpenAIChatWrapper static method), [1] stop() (AgentServerServicer method) (RpcAgent static method) (RpcAgentServicer method) (RpcClient method), [1] (RpcObject method), [1] stream (ModelResponse property), [1] StudioError StudioRegisterError substrings_in_vision_models_names (OpenAIChatWrapper attribute), [1] SUCCESS (ServiceExecStatus attribute), [1] summarization() (in module agentscope.service) (in module agentscope.service.text_processing.summarization) SUMMARIZE (ShrinkPolicy attribute) supported_models() (in module agentscope.tokens) SwitchPipeline (class in agentscope.pipelines) (class in agentscope.pipelines.pipeline) switchpipeline() (in module agentscope.pipelines) (in module agentscope.pipelines.functional) SwitchPipelineNode (class in agentscope.web.workstation.workflow_node) sync_func() (in module agentscope.rpc) (in module agentscope.rpc.rpc_meta) sys_python_guard() (in module agentscope.service.execute_code.exec_python) SystemPromptComparer (class in agentscope.prompt) SystemPromptGeneratorBase (class in agentscope.prompt) SystemPromptOptimizer (class in agentscope.prompt)

T

tag_begin (MarkdownCodeBlockParser attribute), [1] (MarkdownJsonDictParser attribute), [1] (MarkdownJsonObjectParser attribute), [1] (TaggedContent attribute), [1] tag_end (MarkdownCodeBlockParser attribute), [1] (MarkdownJsonDictParser attribute), [1] (MarkdownJsonObjectParser attribute), [1] (TaggedContent attribute), [1] tag_name (WebElementInfo attribute), [1] TaggedContent (class in agentscope.parsers) (class in agentscope.parsers.tagged_content_parser) TagNotFoundError TASK_QUEUE_PREFIX (RedisPool attribute) TemporaryMemory (class in agentscope.memory) (class in agentscope.memory.temporary_memory) text (ModelResponse property), [1] timer() (in module agentscope.utils.common) timestamp (Msg property), [1] to_content() (DictFilterMixin method) to_dict() (Msg method), [1] to_dist() (AgentBase method), [1] (BasicEnv method), [1] (DialogAgent method), [1] (DictDialogAgent method), [1] (Env method), [1] (LlamaIndexAgent method), [1] (ReActAgent method), [1] (RpcMeta static method), [1] (UserAgent method), [1]

to_memory() (DictFilterMixin method) to_metadata() (DictFilterMixin method) to_openai_dict() (in module agentscope.utils.common) tools_calling_format (ServiceToolkit property), [1] tools_instruction (ServiceToolkit property), [1] trigger_listener() (in module agentscope.environment.env) tripadvisor_search() (in module agentscope.service) (in module agentscope.service.web.tripadvisor) tripadvisor_search_location_details() (in module agentscope.service) (in module agentscope.service.web.tripadvisor) tripadvisor_search_location_photos() (in module agentscope.service) (in module agentscope.service.web.tripadvisor) TRUNCATE (ShrinkPolicy attribute) type (WebElementInfo attribute), [1]

U

update_image_tokens() (MonitorManager method) update_placeholder() (AgentServerServicer method) (RpcAgent static method) (RpcAgentServicer method) update_result() (RpcClient method), [1] update_text_and_embedding_tokens() (MonitorManager method)

update_value() (AsyncResult method), [1] url (Msg property), [1] (WebBrowser property), [1] user_input() (in module agentscope.web.gradio.utils) UserAgent (class in agentscope.agents) (class in agentscope.agents.user_agent) UserAgentNode (class in agentscope.web.workstation.workflow_node)

W

wait_until_terminate() (RpcAgentServerLauncher method), [1] WebBrowser (class in agentscope.service) (class in agentscope.service.browser.web_browser) WebElementInfo (class in agentscope.service) (class in agentscope.service.browser.web_browser) WhileLoopPipeline (class in agentscope.pipelines) (class in agentscope.pipelines.pipeline) whilelooppipeline() (in module agentscope.pipelines) (in module agentscope.pipelines.functional) WhileLoopPipelineNode (class in agentscope.web.workstation.workflow_node) width (WebElementInfo attribute), [1]

wikipedia_search() (in module agentscope.service) (in module agentscope.service.web.wikipedia) wikipedia_search_categories() (in module agentscope.service) (in module agentscope.service.web.wikipedia) WorkflowNode (class in agentscope.web.workstation.workflow_node) WorkflowNodeType (class in agentscope.web.workstation.workflow_node) write_json_file() (in module agentscope.service) (in module agentscope.service.file.json) write_text_file() (in module agentscope.service) (in module agentscope.service.file.text) WriteTextServiceNode (class in agentscope.web.workstation.workflow_node)

Y

YiChatWrapper (class in agentscope.models) (class in agentscope.models.yi_model)

Z

ZhipuAIChatWrapper (class in agentscope.models) (class in agentscope.models.zhipu_model)

ZhipuAIEmbeddingWrapper (class in agentscope.models) (class in agentscope.models.zhipu_model) ZhipuAIWrapperBase (class in agentscope.models.zhipu_model)