Index

_

__class_getitem__() (Depends class method), [1] __enter__() (URLFetcher method), [1] __exit__() (URLFetcher method), [1] __init__() (AgentRunResult method), [1] (AudioTranscriptTask method) (BasePipelineAgent method), [1] (BaseSearcher method) (BaseTask method) (BatchArticleSummarizeTask method) (ConditionalTask method), [1] (DependencyResolver method), [1] (Depends method), [1] (ExtractAudioFromVideoTask method) (FileSaveTask method) (GmailAttachment method) (GmailLabel method) (GmailListEmailsTask method) (GmailMessage method) (GmailReadEmailTask method) (GmailService method) (GmailThread method) (GoogleAuthService method) (GoogleOAuthTask method) (GoogleSheetsService method) (LLMLogReader method) (LLMTask method), [1] (LogEntry method) (PipelineAgent method), [1] (ReadGoogleSheetTask method) (SearchResponse method) (SearchResult method) (SearchTask method), [1] (SerperSearcher method) (SheetData method) (SheetRange method) (SpreadsheetInfo method) (TaskContext method), [1] (TaskDependency method), [1] (TaskExecutionPlan method), [1] (TaskResult method), [1] (TaskWrapper method), [1] (ToolExecutor method), [1] (ToolMetadata method), [1] (ToolRegistry method), [1] (TransformTask method), [1] (URLFetcher method), [1] (URLFetchTask method)

__repr__() (BaseSearcher method) (Depends method), [1] (SearchResponse method) (SearchResult method) (TaskContext method), [1] (TaskDependency method), [1] (ToolRegistry method), [1] __str__() (AgentRunResult method), [1] (BasePipelineAgent method), [1] (BaseSearcher method) (BaseTask method) (ConditionalTask method), [1] (LLMTask method), [1] (PipelineAgent method), [1] (SearchResponse method) (SearchResult method) (SearchTask method), [1] (SerperSearcher method) (TaskContext method), [1] (TaskDependency method), [1] (TaskResult method), [1] (TaskWrapper method), [1] (ToolExecutor method), [1] (ToolRegistry method), [1] (TransformTask method), [1] (URLFetcher method), [1]

A

a1_notation (SheetRange property) add_metadata() (AgentRunResult method), [1] (TaskResult method), [1] add_tasks() (BasePipelineAgent method), [1] agent (TaskWrapper attribute), [1] agent_name (AgentRunResult attribute), [1] (BaseTask attribute) (LLMTask attribute) (LogEntry attribute) AgentRunResult (class in aipype) (class in aipype.agent_run_result) AgentRunStatus (class in aipype) (class in aipype.agent_run_result) aggregate_numeric_field() (in module aipype) (in module aipype.transform_task) aipype module aipype.agent_run_result module aipype.conditional_task module aipype.declarative_agent module aipype.decorators module aipype.dependency_inference module aipype.helpers module aipype.llm_task module

aipype.pipeline_agent module aipype.search_task module aipype.task_context module aipype.task_dependencies module aipype.task_result module aipype.task_wrapper module aipype.tool_executor module aipype.tool_registry module aipype.tools module aipype.transform_task module aipype_extras module aipype_g module API_BASE_URL (SerperSearcher attribute) api_key (BaseSearcher property) (SerperSearcher property) attachment_count (GmailMessage property) attachment_id (GmailAttachment attribute) attachments (GmailMessage attribute) AudioTranscriptTask (class in aipype) authenticate() (GoogleAuthService method)

B

BasePipelineAgent (class in aipype) (class in aipype.pipeline_agent) BaseSearcher (class in aipype)

BaseTask (class in aipype) BatchArticleSummarizeTask (class in aipype) bcc (GmailMessage attribute) body (GmailMessage attribute)

C

cc (GmailMessage attribute) ChatMessage (class in aipype.llm_task) clear() (TaskContext method), [1] close() (URLFetcher method), [1] combine_article_content() (in module aipype) (in module aipype.task_dependencies) combine_text_fields() (in module aipype) (in module aipype.transform_task) completed_tasks (AgentRunResult attribute), [1] ConditionalTask (class in aipype) (class in aipype.conditional_task) config (BaseTask attribute) (PipelineAgent attribute), [1] contains_condition() (in module aipype) (in module aipype.conditional_task) content (ChatMessage attribute) context (PipelineAgent attribute), [1] context_instance (LLMTask attribute) (TaskWrapper attribute), [1]

create_batch_read_config() (GmailReadEmailTask static method) create_combined_auth_config() (GoogleOAuthTask static method) create_context() (BasePipelineAgent method), [1] create_custom_scopes_config() (GoogleOAuthTask static method) create_full_sheet_config() (ReadGoogleSheetTask static method) create_gmail_auth_config() (GoogleOAuthTask static method) create_label() (GmailService method) create_optional_dependency() (in module aipype) (in module aipype.task_dependencies) create_range_config() (ReadGoogleSheetTask static method) create_required_dependency() (in module aipype) (in module aipype.task_dependencies) create_search_query() (GmailListEmailsTask static method) create_service_with_scopes() (GoogleAuthService static method) create_sheet_config() (ReadGoogleSheetTask static method) create_sheets_auth_config() (GoogleOAuthTask static method) create_task_result_from_current_state() (BaseTask method)

D

data (TaskResult attribute), [1] date (GmailMessage attribute) DEFAULT_MAX_TOKENS (LLMTask attribute), [1] DEFAULT_TEMPERATURE (LLMTask attribute), [1] DEFAULT_TIMEOUT (LLMTask attribute), [1] (SerperSearcher attribute) dependencies (BaseTask attribute) DependencyResolver (class in aipype) (class in aipype.task_dependencies)

DependencyType (class in aipype) (class in aipype.task_dependencies) Depends (class in aipype) (class in aipype.decorators) display_completed_results() (TaskContext method), [1] display_result_content() (TaskContext method), [1] display_results() (BasePipelineAgent method), [1]

E

end_col (SheetRange attribute) end_row (SheetRange attribute) ERROR (AgentRunStatus attribute), [1] error (TaskResult attribute), [1] ERROR (TaskStatus attribute), [1] error_message (AgentRunResult attribute), [1] execute_multiple_tools() (ToolExecutor method), [1] execute_tool() (ToolExecutor method), [1]

execution_time (AgentRunResult attribute), [1] (TaskResult attribute), [1] extract_field_from_list() (in module aipype) (in module aipype.transform_task) extract_message_ids_from_list_result() (GmailReadEmailTask static method) extract_urls_from_results() (in module aipype) (in module aipype.task_dependencies) ExtractAudioFromVideoTask (class in aipype)

F

failed_tasks (AgentRunResult attribute), [1] failure() (AgentRunResult class method), [1] (TaskResult class method), [1] fetch() (URLFetcher method), [1] fetch_headers_only() (URLFetcher method), [1] fetch_main_text() (in module aipype) fetch_url() (in module aipype) filename (GmailAttachment attribute) FileSaveTask (class in aipype)

filter_by_condition() (in module aipype) (in module aipype.transform_task) filter_rows() (SheetData method) flatten_list() (in module aipype) format_as_markdown_list() (in module aipype) (in module aipype.transform_task) format_search_query() (in module aipype) (in module aipype.task_dependencies) from_a1_notation() (SheetRange static method)

G

generate_schema() (ToolSchemaGenerator static method), [1] generate_tool_context() (ToolRegistry method), [1] get_all_results() (TaskContext method), [1] get_cell() (SheetData method) get_column() (SheetData method) get_completed_tasks() (TaskContext method), [1] get_context() (BasePipelineAgent method), [1] get_credentials() (GoogleAuthService method) get_data() (TaskContext method), [1] get_dependencies() (AudioTranscriptTask method) (BaseTask method) (BatchArticleSummarizeTask method) (FileSaveTask method) (GmailListEmailsTask method) (GmailReadEmailTask method) (GoogleOAuthTask method) (ReadGoogleSheetTask method) (URLFetchTask method) get_dependency_info() (BasePipelineAgent method), [1] (DependencyResolver method), [1] get_dependency_task_name() (in module aipype.dependency_inference) get_error() (BaseTask method) get_execution_history() (TaskContext method), [1] get_execution_plan() (BasePipelineAgent method), [1] get_execution_stats() (ToolExecutor method), [1] get_execution_summary() (ConditionalTask method), [1] get_execution_time() (BaseTask method) get_failed_tasks() (TaskContext method), [1] get_legacy_result() (TaskResult method), [1] get_message() (GmailService method) get_metadata() (AgentRunResult method), [1] (TaskResult method), [1]

get_path_value() (TaskContext method), [1] get_phase() (TaskExecutionPlan method), [1] get_resolved_context() (LLMTask method), [1] get_resolved_prompt() (LLMTask method), [1] get_resolved_role() (LLMTask method), [1] get_result() (BaseTask method) (TaskContext method), [1] get_result_content() (TaskContext method), [1] get_result_field() (TaskContext method), [1] get_result_fields() (TaskContext method), [1] get_row() (SheetData method) get_scopes() (GoogleAuthService method) get_sheet_names() (GoogleSheetsService method) get_spreadsheet_info() (GoogleSheetsService method) get_status() (BaseTask method) get_task_count() (TaskContext method), [1] get_tool_count() (ToolRegistry method), [1] get_tool_function() (ToolRegistry method), [1] get_tool_metadata() (ToolRegistry method), [1] get_tool_schemas() (ToolRegistry method), [1] get_total_log_count() (LLMLogReader method) get_total_tasks() (TaskExecutionPlan method), [1] GmailAttachment (class in aipype_g) GmailLabel (class in aipype_g) GmailListEmailsTask (class in aipype_g) GmailMessage (class in aipype_g) GmailReadEmailTask (class in aipype_g) GmailService (class in aipype_g) GmailThread (class in aipype_g) GoogleAuthService (class in aipype_g) GoogleOAuthTask (class in aipype_g) GoogleSheetsService (class in aipype_g)

H

has_attachments (GmailMessage property) has_data() (TaskResult method), [1] has_error() (BaseTask method) has_gmail_access() (GoogleAuthService method) has_headers (SheetData property) has_result() (TaskContext method), [1] has_result_content() (TaskContext method), [1] has_scope() (GoogleAuthService method)

has_sheet() (SpreadsheetInfo method) has_sheets_access() (GoogleAuthService method) has_tool() (ToolRegistry method), [1] headers (GmailMessage attribute) (SheetData attribute) history_id (GmailMessage attribute) (GmailThread attribute) html_body (GmailMessage attribute)

I

increment_counter_action() (in module aipype) (in module aipype.conditional_task) index (LogEntry attribute) infer_dependencies_from_signature() (in module aipype.dependency_inference) input (LogEntry attribute) input_data (TransformTask property), [1] internal_date (GmailMessage attribute) is_authenticated() (GoogleAuthService method) is_completed() (BaseTask method) is_error() (AgentRunResult method), [1] (TaskResult method), [1] is_important (GmailMessage property)

is_optional() (TaskDependency method), [1] is_partial() (AgentRunResult method), [1] (TaskResult method), [1] is_required() (TaskDependency method), [1] is_running() (AgentRunResult method), [1] is_skipped() (TaskResult method), [1] is_starred (GmailMessage property) is_success() (AgentRunResult method), [1] (TaskResult method), [1] is_system_label (GmailLabel property) is_unread (GmailMessage property) (GmailThread property) is_user_label (GmailLabel property)

L

label_id (GmailLabel attribute) label_ids (GmailMessage attribute) label_list_visibility (GmailLabel attribute) label_type (GmailLabel attribute) latest_message (GmailThread property) list_labels() (GmailService method) list_messages() (GmailService method) list_size_condition() (in module aipype) (in module aipype.conditional_task)

list_tool_names() (ToolRegistry method), [1] llm() (in module aipype) (in module aipype.helpers) LLMLogReader (class in aipype_extras) LLMTask (class in aipype) (class in aipype.llm_task) log_action() (in module aipype) (in module aipype.conditional_task) LogEntry (class in aipype_extras) logger (BaseTask attribute)

M

mark_error() (BaseTask method) mark_started() (BaseTask method) mark_success() (BaseTask method) MAX_RESULTS_LIMIT (SerperSearcher attribute) mcp_server() (in module aipype) (in module aipype.helpers) mcp_tools (LLMTask attribute) message_count (GmailThread property) message_id (GmailMessage attribute) message_list_visibility (GmailLabel attribute) messages (GmailThread attribute) messages_total (GmailLabel attribute) messages_unread (GmailLabel attribute) metadata (AgentRunResult attribute), [1] (SheetData attribute) (TaskResult attribute), [1] method (TaskWrapper attribute), [1] mime_type (GmailAttachment attribute) model (LogEntry attribute) modify_message_labels() (GmailService method)

module aipype aipype.agent_run_result aipype.conditional_task aipype.declarative_agent aipype.decorators aipype.dependency_inference aipype.helpers aipype.llm_task aipype.pipeline_agent aipype.search_task aipype.task_context aipype.task_dependencies aipype.task_result aipype.task_wrapper aipype.tool_executor aipype.tool_registry aipype.tools aipype.transform_task aipype_extras aipype_g

N

name (BaseTask attribute) (GmailLabel attribute) (PipelineAgent attribute), [1]

NOT_STARTED (TaskStatus attribute), [1] num_cols (SheetData property) num_rows (SheetData property) num_sheets (SpreadsheetInfo property)

O

OPTIONAL (DependencyType attribute), [1]

output (LogEntry attribute)

P

parse_message() (GmailService method) PARTIAL (AgentRunStatus attribute), [1] (TaskStatus attribute), [1] partial() (AgentRunResult class method), [1] (TaskResult class method), [1] participants (GmailThread property) path (Depends attribute), [1], [2], [3] phases (TaskExecutionPlan attribute), [1]

PipelineAgent (class in aipype) (class in aipype.declarative_agent) preview_condition() (ConditionalTask method), [1] preview_resolved_templates() (LLMTask method), [1] preview_transformation() (TransformTask method), [1] print_header() (in module aipype) print_message_box() (in module aipype) properties (SpreadsheetInfo attribute) provider (LogEntry attribute)

Q

quality_gate_condition() (in module aipype) (in module aipype.conditional_task)

R

range_read (SheetData attribute) raw_line (LogEntry attribute) read_all_data() (GoogleSheetsService method) read_logs() (LLMLogReader method) read_range() (GoogleSheetsService method) read_sheet() (GoogleSheetsService method) ReadGoogleSheetTask (class in aipype_g) recipient (GmailMessage attribute) record_task_completed() (TaskContext method), [1] record_task_failed() (TaskContext method), [1] record_task_started() (TaskContext method), [1] REQUIRED (DependencyType attribute), [1] REQUIRED_CONFIGS (LLMTask attribute), [1] reset() (BasePipelineAgent method), [1] (BaseTask method) resolve_dependencies() (DependencyResolver method), [1] resolved_context (LLMTask attribute) resolved_prompt (LLMTask attribute) resolved_role (LLMTask attribute) response_format_config (LLMTask attribute)

response_format_type (LLMTask attribute) role (ChatMessage attribute) run() (AudioTranscriptTask method) (BasePipelineAgent method), [1] (BaseTask method) (BatchArticleSummarizeTask method) (ConditionalTask method), [1] (ExtractAudioFromVideoTask method) (FileSaveTask method) (GmailListEmailsTask method) (GmailReadEmailTask method) (GoogleOAuthTask method) (LLMTask method), [1] (ReadGoogleSheetTask method) (SearchTask method), [1] (TaskWrapper method), [1] (TransformTask method), [1] (URLFetchTask method) RUNNING (AgentRunStatus attribute), [1] running() (AgentRunResult class method), [1]

S

safe_dict_get() (in module aipype) search() (BaseSearcher method) (in module aipype) (in module aipype.helpers) (SerperSearcher method) SEARCH_ENDPOINT (SerperSearcher attribute) search_with_content() (in module aipype) (in module aipype.tools) SearchResponse (class in aipype) SearchResult (class in aipype) SearchTask (class in aipype) (class in aipype.search_task) send_message() (GmailService method) sender (GmailMessage attribute) sender_email (GmailMessage property) sender_name (GmailMessage property) SerperSearcher (class in aipype) set_agent_name() (BaseTask method) set_context() (BaseTask method) (ConditionalTask method), [1] (LLMTask method), [1] (TaskWrapper method), [1] (TransformTask method), [1] set_data() (TaskContext method), [1] set_flag_action() (in module aipype) (in module aipype.conditional_task) setup_logger() (in module aipype) setup_tasks() (BasePipelineAgent method), [1] (PipelineAgent method), [1]

shape (SheetData property) sheet_name (SheetData attribute) (SheetRange attribute) sheet_names (SpreadsheetInfo attribute) SheetData (class in aipype_g) SheetRange (class in aipype_g) size (GmailAttachment attribute) size_estimate (GmailMessage attribute) SKIPPED (TaskStatus attribute), [1] skipped() (TaskResult class method), [1] snippet (GmailMessage attribute) spreadsheet_id (SheetData attribute) (SpreadsheetInfo attribute) SpreadsheetInfo (class in aipype_g) start_col (SheetRange attribute) start_row (SheetRange attribute) STARTED (TaskStatus attribute), [1] status (AgentRunResult attribute), [1] (TaskResult attribute), [1] status_changed_at (BaseTask property) store_result() (TaskContext method), [1] subject (GmailMessage attribute) SUCCESS (AgentRunStatus attribute), [1] (TaskStatus attribute), [1] success() (AgentRunResult class method), [1] (TaskResult class method), [1] success_rate_condition() (in module aipype) (in module aipype.conditional_task) supports_response_format (LLMTask attribute) supports_tools (LLMTask attribute)

T

task() (in module aipype) (in module aipype.decorators) task_name (LogEntry attribute) TaskContext (class in aipype) (class in aipype.task_context) TaskDependency (class in aipype) (class in aipype.task_dependencies) TaskExecutionPlan (class in aipype) (class in aipype.pipeline_agent) TaskResult (class in aipype) (class in aipype.task_result) tasks (PipelineAgent attribute), [1] (TaskExecutionPlan attribute), [1] TaskStatus (class in aipype) (class in aipype.task_result) TaskWrapper (class in aipype) (class in aipype.task_wrapper) thread_id (GmailMessage attribute) (GmailThread attribute) threads_total (GmailLabel attribute) threads_unread (GmailLabel attribute) threshold_condition() (in module aipype) (in module aipype.conditional_task) timestamp (LogEntry attribute) timestamp() (in module aipype) title (SpreadsheetInfo attribute) to_dict() (GmailLabel method) (GmailMessage method) (GmailThread method) (GoogleAuthService method) (SearchResponse method) (SearchResult method) (SheetData method) (SpreadsheetInfo method)

to_dict_list() (SheetData method) tool() (in module aipype) (in module aipype.tools) tool_calls (ChatMessage attribute) tool_executor (LLMTask attribute) tool_registry (LLMTask attribute) tool_setup_error (LLMTask attribute) ToolExecutor (class in aipype) (class in aipype.tool_executor) ToolMetadata (class in aipype) (class in aipype.tools) ToolRegistry (class in aipype) (class in aipype.tool_registry) ToolSchemaGenerator (class in aipype) (class in aipype.tools) total_phases (AgentRunResult attribute), [1] total_phases() (TaskExecutionPlan method), [1] total_tasks (AgentRunResult attribute), [1] transform() (in module aipype) (in module aipype.helpers) TransformTask (class in aipype) (class in aipype.transform_task)

U

unwrap_to_legacy() (in module aipype) (in module aipype.task_result)

URLFetcher (class in aipype) (class in aipype.utils.url_fetcher) URLFetchTask (class in aipype)

V

validate_all_tools() (ToolRegistry method), [1] validate_dependencies() (BasePipelineAgent method), [1] (DependencyResolver method), [1] validate_query() (BaseSearcher method) validate_range() (GoogleSheetsService method)

validate_required_fields() (in module aipype) validate_tool_function() (ToolSchemaGenerator static method), [1] validation_rules (BaseTask attribute) (LLMTask attribute) values (SheetData attribute)

W

wrap_legacy_result() (in module aipype) (in module aipype.task_result)