Index

A

AbstractCheckpointSaver (class in aidputils.agents.toolkit.memory_helper) aclose() (aidputils.agents.toolkit.memory_helper.AbstractCheckpointSaver method) (aidputils.agents.toolkit.memory_helper.InMemoryCheckpointSaver method) add_event() (aidputils.agents.tools.tool_traces.TraceUtility method) add_inline_agent_name() (in module aidputils.agents.toolkit.agent_name) adelete() (aidputils.agents.toolkit.memory_helper.AbstractCheckpointSaver method) (aidputils.agents.toolkit.memory_helper.InMemoryCheckpointSaver method) adelete_thread() (aidputils.agents.toolkit.memory_helper.AbstractCheckpointSaver method) aget_tuple() (aidputils.agents.toolkit.memory_helper.AbstractCheckpointSaver method) ahealth() (aidputils.agents.toolkit.memory_helper.AbstractCheckpointSaver method) (aidputils.agents.toolkit.memory_helper.InMemoryCheckpointSaver method) AIDP_SERVICE_METER_SCOPE (aidputils.agents.toolkit.service_metrics_util.ServiceMetricUtility attribute) AIDPToolConf (class in aidputils.agents.toolkit.configs) aidputils module aidputils.agents module aidputils.agents.toolkit module aidputils.agents.toolkit.agent_helper module aidputils.agents.toolkit.agent_name module aidputils.agents.toolkit.configs module aidputils.agents.toolkit.custom_oci_generative_ai module aidputils.agents.toolkit.handoff module aidputils.agents.toolkit.memory_helper module aidputils.agents.toolkit.metrics_util module aidputils.agents.toolkit.service_metrics_util module aidputils.agents.toolkit.supervisor module aidputils.agents.toolkit.tool_common module aidputils.agents.toolkit.tool_helper module aidputils.agents.tools module aidputils.agents.tools.base_tool module aidputils.agents.tools.experimental module aidputils.agents.tools.experimental.web_search module aidputils.agents.tools.experimental.websearch module aidputils.agents.tools.experimental.websearch.base module aidputils.agents.tools.experimental.websearch.brave module aidputils.agents.tools.experimental.websearch.tavily module aidputils.agents.tools.experimental.websearch.web_search_models module aidputils.agents.tools.http module aidputils.agents.tools.http.audit_logger module aidputils.agents.tools.http.error_handler module aidputils.agents.tools.http.html_parser module aidputils.agents.tools.http.http_auth module aidputils.agents.tools.http.optimizers module aidputils.agents.tools.http.optimizers.base_optimizer module aidputils.agents.tools.http.optimizers.html_optimizer module aidputils.agents.tools.http.optimizers.json_optimizer module aidputils.agents.tools.http.optimizers.text_optimizer module

aidputils.agents.tools.http.parsers module aidputils.agents.tools.http.parsers.base_parser module aidputils.agents.tools.http.parsers.html_parser module aidputils.agents.tools.http.parsers.json_parser module aidputils.agents.tools.http.parsers.text_parser module aidputils.agents.tools.http.response_optimizer module aidputils.agents.tools.http.response_registry module aidputils.agents.tools.http.template_engine module aidputils.agents.tools.http.url_validator module aidputils.agents.tools.http_tool module aidputils.agents.tools.mcp module aidputils.agents.tools.mcp.mcp_auth module aidputils.agents.tools.mcp.mcp_client module aidputils.agents.tools.mcp.mcp_client_manager module aidputils.agents.tools.mcp.mcp_service module aidputils.agents.tools.mcp.pagination_helper module aidputils.agents.tools.mcp_tool module aidputils.agents.tools.prompt module aidputils.agents.tools.rag module aidputils.agents.tools.ragtool module aidputils.agents.tools.ragtool.helpers module aidputils.agents.tools.ragtool.helpers.vector_search module aidputils.agents.tools.ragtool.helpers.wallet_utils module aidputils.agents.tools.ragtool.models module aidputils.agents.tools.ragtool.models.top_k_search_result module aidputils.agents.tools.service module aidputils.agents.tools.service.genai_service module aidputils.agents.tools.service.kb_service module aidputils.agents.tools.sql module aidputils.agents.tools.sqltool module aidputils.agents.tools.sqltool.connection_manager module aidputils.agents.tools.sqltool.external_catalog_manager module aidputils.agents.tools.sqltool.query_executor module aidputils.agents.tools.tool_traces module aidputils.agents.tools.utils module alist() (aidputils.agents.toolkit.memory_helper.AbstractCheckpointSaver method) aput() (aidputils.agents.toolkit.memory_helper.AbstractCheckpointSaver method) aput_writes() (aidputils.agents.toolkit.memory_helper.AbstractCheckpointSaver method) as_str() (in module aidputils.agents.toolkit.tool_common) ASYNC (aidputils.agents.toolkit.memory_helper.CheckpointerType attribute) attrs (aidputils.agents.tools.http.html_parser.HTMLNode attribute) AuditContext (class in aidputils.agents.tools.http.audit_logger) AUTH_ERROR (aidputils.agents.tools.http.error_handler.ErrorCode attribute) auth_profile (aidputils.agents.toolkit.configs.OCIAIConf attribute) auth_type (aidputils.agents.toolkit.configs.OCIAIConf attribute)

B

BAD_REQUEST (aidputils.agents.tools.http.error_handler.ErrorCode attribute) BaseTool (class in aidputils.agents.tools.base_tool) BaseWebSearchHandler (class in aidputils.agents.tools.experimental.websearch.base) bind_tools() (aidputils.agents.toolkit.custom_oci_generative_ai.ChatOCIGenAI method) body (aidputils.agents.tools.ragtool.models.top_k_search_result.TopKSearchResult attribute) BraveWebSearchHandler (class in aidputils.agents.tools.experimental.websearch.brave) build_args_schema_from_json_schema() (in module aidputils.agents.toolkit.tool_helper)

build_args_schema_from_json_schema_with_overrides() (in module aidputils.agents.toolkit.tool_helper) build_auth_for_http() (in module aidputils.agents.tools.http.http_auth) build_error_response() (in module aidputils.agents.tools.http.error_handler) build_headers_from_auth() (in module aidputils.agents.tools.mcp.mcp_auth) build_mcp_invoker_factory() (in module aidputils.agents.toolkit.tool_helper) build_message() (aidputils.agents.tools.service.genai_service.GenAIService static method) build_sql_and_embedding() (in module aidputils.agents.tools.ragtool.helpers.vector_search) build_structured_tools_from_allowed_mcp_tools() (in module aidputils.agents.toolkit.tool_helper)

C

CacheEntry (class in aidputils.agents.tools.mcp.mcp_client) call_tool() (aidputils.agents.tools.mcp.mcp_client.MCPHTTPClient method) call_tool_by_class() (in module aidputils.agents.tools.utils) call_tool_by_name() (in module aidputils.agents.tools.utils) chat_generation_info() (aidputils.agents.toolkit.custom_oci_generative_ai.CohereProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.GenericProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.Provider method) chat_response_to_text() (aidputils.agents.toolkit.custom_oci_generative_ai.CohereProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.GenericProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.Provider method) chat_stream_generation_info() (aidputils.agents.toolkit.custom_oci_generative_ai.CohereProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.GenericProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.Provider method) chat_stream_to_text() (aidputils.agents.toolkit.custom_oci_generative_ai.CohereProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.GenericProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.Provider method) chat_stream_tool_calls() (aidputils.agents.toolkit.custom_oci_generative_ai.CohereProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.GenericProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.Provider method) chat_tool_calls() (aidputils.agents.toolkit.custom_oci_generative_ai.CohereProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.GenericProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.Provider method) ChatOCIGenAI (class in aidputils.agents.toolkit.custom_oci_generative_ai) checkpoint_ns (aidputils.agents.toolkit.configs.InvokeConfig attribute) CheckpointerType (class in aidputils.agents.toolkit.memory_helper) children (aidputils.agents.tools.http.html_parser.HTMLNode attribute) chunkid (aidputils.agents.tools.ragtool.models.top_k_search_result.TopKSearchResult attribute) classify_error() (in module aidputils.agents.tools.http.error_handler) classify_http_status() (in module aidputils.agents.tools.http.error_handler) cleanup() (aidputils.agents.toolkit.agent_helper.FlowInvokeSetup method) clob_to_string() (in module aidputils.agents.tools.ragtool.models.top_k_search_result) close() (aidputils.agents.tools.mcp.mcp_client.MCPSessionCache method) close_all() (aidputils.agents.tools.mcp.mcp_client.MCPSessionCache method)

CohereProvider (class in aidputils.agents.toolkit.custom_oci_generative_ai) compartment_id (aidputils.agents.toolkit.configs.OCIAIConf attribute) conf (aidputils.agents.toolkit.configs.AIDPToolConf attribute) configurable (aidputils.agents.toolkit.configs.LangGraphRunnableConfig attribute) connection_pool_failure_counter (aidputils.agents.tools.sql.SQLTool attribute) connection_pool_success_counter (aidputils.agents.tools.sql.SQLTool attribute) connection_refresh_failure_counter (aidputils.agents.tools.sql.SQLTool attribute) connection_refresh_success_counter (aidputils.agents.tools.sql.SQLTool attribute) CONNECTION_REFUSED (aidputils.agents.tools.http.error_handler.ErrorCode attribute) content_types() (aidputils.agents.tools.http.parsers.base_parser.ResponseParser class method) (aidputils.agents.tools.http.parsers.html_parser.HtmlResponseParser class method) (aidputils.agents.tools.http.parsers.json_parser.JsonResponseParser class method) (aidputils.agents.tools.http.parsers.ResponseParser class method) (aidputils.agents.tools.http.parsers.text_parser.TextResponseParser class method) convert_oci_tool_call_to_langchain() (aidputils.agents.toolkit.custom_oci_generative_ai.OCIUtils static method) convert_to_oci_tool() (aidputils.agents.toolkit.custom_oci_generative_ai.CohereProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.GenericProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.Provider method) create_checkpoint_saver() (in module aidputils.agents.toolkit.memory_helper) create_counter() (aidputils.agents.toolkit.metrics_util.MetricUtility method) (aidputils.agents.toolkit.service_metrics_util.ServiceMetricUtility method) create_dynamic_sys_prompt_middleware() (in module aidputils.agents.toolkit.agent_helper) create_forward_message_tool() (in module aidputils.agents.toolkit.handoff) create_get_dynamic_messages() (in module aidputils.agents.toolkit.agent_helper) create_handoff_back_messages() (in module aidputils.agents.toolkit.handoff) create_handoff_tool() (in module aidputils.agents.toolkit.handoff) create_histogram() (aidputils.agents.toolkit.service_metrics_util.ServiceMetricUtility method) create_langgraph_custom_tool() (in module aidputils.agents.toolkit.tool_helper) create_langgraph_tool() (in module aidputils.agents.toolkit.tool_helper) create_span() (aidputils.agents.tools.tool_traces.TraceUtility method) create_supervisor() (in module aidputils.agents.toolkit.supervisor) create_tool_function() (in module aidputils.agents.toolkit.tool_helper) create_tool_schema() (in module aidputils.agents.toolkit.tool_helper) create_wallet_from_credentials() (in module aidputils.agents.tools.ragtool.helpers.wallet_utils)

D

DEFAULT_TIMEOUT (aidputils.agents.tools.mcp_tool.MCPTool attribute) delete() (aidputils.agents.toolkit.memory_helper.AbstractCheckpointSaver method) (aidputils.agents.toolkit.memory_helper.InMemoryCheckpointSaver method) (aidputils.agents.tools.mcp.mcp_client.MCPSessionCache method) delete_request() (aidputils.agents.tools.utils.HttpUtil static method)

delete_thread() (aidputils.agents.toolkit.memory_helper.AbstractCheckpointSaver method) derive_primitive_type() (in module aidputils.agents.toolkit.tool_helper) description (aidputils.agents.toolkit.configs.AIDPToolConf attribute) dh_user_principal (aidputils.agents.toolkit.configs.InvokeConfig attribute) DNS_RESOLUTION_FAILED (aidputils.agents.tools.http.error_handler.ErrorCode attribute) docid (aidputils.agents.tools.ragtool.models.top_k_search_result.TopKSearchResult attribute)

E

elapsed_ms (aidputils.agents.tools.http.audit_logger.AuditContext property) elapsed_seconds (aidputils.agents.tools.http.audit_logger.AuditContext property) emit_usage_data() (aidputils.agents.toolkit.custom_oci_generative_ai.ChatOCIGenAI method) end_span() (aidputils.agents.tools.tool_traces.TraceUtility method) endpoint (aidputils.agents.toolkit.configs.OCIAIConf attribute)

error() (in module aidputils.agents.toolkit.tool_common) ErrorCode (class in aidputils.agents.tools.http.error_handler) execute_vector_search() (in module aidputils.agents.tools.ragtool.helpers.vector_search) extract_chat_response() (aidputils.agents.tools.service.genai_service.GenAIService static method) extract_html_content() (in module aidputils.agents.tools.http.response_optimizer)

F

failure_counter (aidputils.agents.tools.experimental.web_search.WebSearchTool attribute) (aidputils.agents.tools.mcp_tool.MCPTool attribute) (aidputils.agents.tools.prompt.PromptTool attribute) (aidputils.agents.tools.rag.RAGTool attribute) (aidputils.agents.tools.sql.SQLTool attribute) fetch_knowledge_base() (aidputils.agents.tools.service.kb_service.KBService method) fetch_vector_credentials() (aidputils.agents.tools.service.kb_service.KBService method) fill_template() (in module aidputils.agents.toolkit.agent_helper) fill_template_from_session_vars() (in module aidputils.agents.toolkit.agent_helper) filter_dict_fields() (in module aidputils.agents.tools.http.optimizers.json_optimizer) flow_setup() (in module aidputils.agents.toolkit.agent_helper)

FlowInvokeSetup (class in aidputils.agents.toolkit.agent_helper) FORBIDDEN (aidputils.agents.tools.http.error_handler.ErrorCode attribute) format_error_for_mcp() (in module aidputils.agents.tools.http.error_handler) format_query() (aidputils.agents.tools.prompt.PromptTool class method) (aidputils.agents.tools.sql.SQLTool static method) format_response_tool_calls() (aidputils.agents.toolkit.custom_oci_generative_ai.CohereProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.GenericProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.Provider method) format_stream_tool_calls() (aidputils.agents.toolkit.custom_oci_generative_ai.CohereProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.GenericProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.Provider method) frequency_penalty (aidputils.agents.toolkit.configs.ModelArgs attribute)

G

GenAIService (class in aidputils.agents.tools.service.genai_service) generate_embedding_text() (aidputils.agents.tools.service.genai_service.GenAIService method) generate_request_id() (in module aidputils.agents.tools.http.audit_logger) generate_response() (aidputils.agents.tools.service.genai_service.GenAIService method) GenericProvider (class in aidputils.agents.toolkit.custom_oci_generative_ai) get() (aidputils.agents.tools.mcp.mcp_client.MCPSessionCache method) get_all_headers() (aidputils.agents.tools.mcp.mcp_client.MCPHTTPClient method) get_classes() (aidputils.agents.tools.http.html_parser.HTMLNode method) get_client() (in module aidputils.agents.toolkit.agent_helper) get_endpoint() (aidputils.agents.tools.experimental.websearch.base.BaseWebSearchHandler method) (aidputils.agents.tools.experimental.websearch.brave.BraveWebSearchHandler method) (aidputils.agents.tools.experimental.websearch.tavily.TavilyWebSearchHandler method) get_env_var() (aidputils.agents.tools.utils.SystemUtils class method) get_genai_client() (aidputils.agents.tools.service.genai_service.GenAIService class method) get_id() (aidputils.agents.tools.http.html_parser.HTMLNode method) get_kb_doc_table_name_from_vector_table() (in module aidputils.agents.tools.ragtool.helpers.vector_search) get_llm_default_model_name() (aidputils.agents.tools.service.genai_service.GenAIService static method) get_llm_default_prompt() (aidputils.agents.tools.service.genai_service.GenAIService static method) get_mcp_client() (aidputils.agents.tools.mcp.mcp_client_manager.McpClientManager method) (in module aidputils.agents.tools.mcp.mcp_service) get_nested_value() (in module aidputils.agents.tools.http.optimizers.json_optimizer) get_optimizer() (aidputils.agents.tools.http.response_registry.ResponseOptimizerRegistry class method)

get_or_create() (aidputils.agents.tools.mcp.mcp_client.MCPSessionCache method) get_or_create_session() (aidputils.agents.tools.mcp.mcp_client.MCPHTTPClient method) (aidputils.agents.tools.mcp.mcp_client_manager.McpClientManager method) get_parser() (aidputils.agents.tools.http.response_registry.ResponseParserRegistry class method) get_prompt() (aidputils.agents.tools.mcp.mcp_client.MCPHTTPClient method) get_request() (aidputils.agents.tools.utils.HttpUtil static method) get_resources() (aidputils.agents.tools.mcp.mcp_client.MCPHTTPClient method) get_response_type() (aidputils.agents.tools.http.parsers.base_parser.ResponseParser method) (aidputils.agents.tools.http.parsers.html_parser.HtmlResponseParser method) (aidputils.agents.tools.http.parsers.json_parser.JsonResponseParser method) (aidputils.agents.tools.http.parsers.ResponseParser method) (aidputils.agents.tools.http.parsers.text_parser.TextResponseParser method) get_role() (aidputils.agents.toolkit.custom_oci_generative_ai.CohereProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.GenericProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.Provider method) get_root() (aidputils.agents.tools.http.html_parser.SimpleHTMLParser method) get_service_metrics() (in module aidputils.agents.toolkit.service_metrics_util) get_signer() (aidputils.agents.tools.utils.SystemUtils class method) get_text() (aidputils.agents.tools.http.html_parser.HTMLNode method) (in module aidputils.agents.tools.http.html_parser) get_tools() (aidputils.agents.tools.mcp.mcp_client.MCPHTTPClient method) get_tuple() (aidputils.agents.toolkit.memory_helper.AbstractCheckpointSaver method) guardrails_config (aidputils.agents.toolkit.configs.OCIAIConf attribute)

H

handle_data() (aidputils.agents.tools.http.html_parser.SimpleHTMLParser method) handle_endtag() (aidputils.agents.tools.http.html_parser.SimpleHTMLParser method) handle_starttag() (aidputils.agents.tools.http.html_parser.SimpleHTMLParser method) health() (aidputils.agents.toolkit.memory_helper.AbstractCheckpointSaver method) (aidputils.agents.toolkit.memory_helper.InMemoryCheckpointSaver method)

HTMLNode (class in aidputils.agents.tools.http.html_parser) HtmlResponseOptimizer (class in aidputils.agents.tools.http.optimizers.html_optimizer) HtmlResponseParser (class in aidputils.agents.tools.http.parsers.html_parser) HTTP_ERROR (aidputils.agents.tools.http.error_handler.ErrorCode attribute) HttpTool (class in aidputils.agents.tools.http_tool) HttpUtil (class in aidputils.agents.tools.utils)

I

IN_MEMORY (aidputils.agents.toolkit.memory_helper.CheckpointerType attribute) increment_counter() (aidputils.agents.toolkit.metrics_util.MetricUtility method) (aidputils.agents.toolkit.service_metrics_util.ServiceMetricUtility method) init_oci_llm() (in module aidputils.agents.toolkit.agent_helper) init_session() (aidputils.agents.tools.mcp.mcp_client.MCPHTTPClient method) init_tool_calls() (aidputils.agents.toolkit.custom_oci_generative_ai.OCIAIMessageChunk method) InMemoryCheckpointSaver (class in aidputils.agents.toolkit.memory_helper) INVALID_METHOD (aidputils.agents.tools.http.error_handler.ErrorCode attribute) invoke() (aidputils.agents.tools.base_tool.BaseTool class method)

InvokeConfig (class in aidputils.agents.toolkit.configs) is_blocked_hostname() (in module aidputils.agents.tools.http.url_validator) is_chat_stream_end() (aidputils.agents.toolkit.custom_oci_generative_ai.CohereProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.GenericProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.Provider method) is_network_error() (in module aidputils.agents.tools.http.error_handler) is_private_ip() (in module aidputils.agents.tools.http.url_validator) is_pydantic_class() (aidputils.agents.toolkit.custom_oci_generative_ai.OCIUtils static method) is_sensitive_header() (in module aidputils.agents.tools.http.audit_logger) is_url_safe() (in module aidputils.agents.tools.http.url_validator)

J

JsonResponseOptimizer (class in aidputils.agents.tools.http.optimizers.json_optimizer)

JsonResponseParser (class in aidputils.agents.tools.http.parsers.json_parser)

K

KBService (class in aidputils.agents.tools.service.kb_service)

L

LangGraphRunnableConfig (class in aidputils.agents.toolkit.configs) list() (aidputils.agents.toolkit.memory_helper.AbstractCheckpointSaver method) list_all_objects() (in module aidputils.agents.tools.mcp.mcp_service) list_filtered_tools() (in module aidputils.agents.tools.mcp.mcp_service) list_filtered_tools_sync() (in module aidputils.agents.tools.mcp.mcp_service)

list_objects() (in module aidputils.agents.tools.mcp.mcp_service) list_objects_paginated() (in module aidputils.agents.tools.mcp.mcp_service) list_objects_paginated_sync() (in module aidputils.agents.tools.mcp.mcp_service) list_tools() (aidputils.agents.tools.base_tool.BaseTool class method) lock (aidputils.agents.tools.mcp.mcp_client.CacheEntry attribute) logger() (aidputils.agents.tools.base_tool.BaseTool class method)

M

make_security_token_signer() (aidputils.agents.tools.base_tool.BaseTool class method) (aidputils.agents.tools.utils.SystemUtils class method) mask_headers() (in module aidputils.agents.tools.http.audit_logger) mask_url_credentials() (in module aidputils.agents.tools.http.audit_logger) matches_selector() (aidputils.agents.tools.http.html_parser.HTMLNode method) max_tokens (aidputils.agents.toolkit.configs.ModelArgs attribute) mcp_tool_to_structured_tool() (in module aidputils.agents.toolkit.tool_helper) McpClientManager (class in aidputils.agents.tools.mcp.mcp_client_manager) MCPHTTPClient (class in aidputils.agents.tools.mcp.mcp_client) MCPSessionCache (class in aidputils.agents.tools.mcp.mcp_client) MCPTool (class in aidputils.agents.tools.mcp_tool) messages_to_oci_params() (aidputils.agents.toolkit.custom_oci_generative_ai.CohereProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.GenericProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.Provider method) MetaProvider (class in aidputils.agents.toolkit.custom_oci_generative_ai) metricsUtil (aidputils.agents.tools.experimental.web_search.WebSearchTool attribute) (aidputils.agents.tools.mcp_tool.MCPTool attribute) (aidputils.agents.tools.prompt.PromptTool attribute) (aidputils.agents.tools.rag.RAGTool attribute) (aidputils.agents.tools.sql.SQLTool attribute) MetricUtility (class in aidputils.agents.toolkit.metrics_util) MISSING_URL (aidputils.agents.tools.http.error_handler.ErrorCode attribute) model_args (aidputils.agents.toolkit.configs.OCIAIConf attribute) model_id (aidputils.agents.toolkit.configs.OCIAIConf attribute) model_provider (aidputils.agents.toolkit.configs.OCIAIConf attribute) ModelArgs (class in aidputils.agents.toolkit.configs) module aidputils aidputils.agents aidputils.agents.toolkit aidputils.agents.toolkit.agent_helper aidputils.agents.toolkit.agent_name aidputils.agents.toolkit.configs aidputils.agents.toolkit.custom_oci_generative_ai aidputils.agents.toolkit.handoff aidputils.agents.toolkit.memory_helper aidputils.agents.toolkit.metrics_util aidputils.agents.toolkit.service_metrics_util aidputils.agents.toolkit.supervisor aidputils.agents.toolkit.tool_common aidputils.agents.toolkit.tool_helper aidputils.agents.tools aidputils.agents.tools.base_tool aidputils.agents.tools.experimental aidputils.agents.tools.experimental.web_search aidputils.agents.tools.experimental.websearch aidputils.agents.tools.experimental.websearch.base aidputils.agents.tools.experimental.websearch.brave aidputils.agents.tools.experimental.websearch.tavily aidputils.agents.tools.experimental.websearch.web_search_models aidputils.agents.tools.http aidputils.agents.tools.http.audit_logger aidputils.agents.tools.http.error_handler aidputils.agents.tools.http.html_parser aidputils.agents.tools.http.http_auth aidputils.agents.tools.http.optimizers aidputils.agents.tools.http.optimizers.base_optimizer aidputils.agents.tools.http.optimizers.html_optimizer aidputils.agents.tools.http.optimizers.json_optimizer aidputils.agents.tools.http.optimizers.text_optimizer aidputils.agents.tools.http.parsers aidputils.agents.tools.http.parsers.base_parser aidputils.agents.tools.http.parsers.html_parser aidputils.agents.tools.http.parsers.json_parser aidputils.agents.tools.http.parsers.text_parser aidputils.agents.tools.http.response_optimizer aidputils.agents.tools.http.response_registry aidputils.agents.tools.http.template_engine aidputils.agents.tools.http.url_validator aidputils.agents.tools.http_tool aidputils.agents.tools.mcp aidputils.agents.tools.mcp.mcp_auth aidputils.agents.tools.mcp.mcp_client aidputils.agents.tools.mcp.mcp_client_manager aidputils.agents.tools.mcp.mcp_service aidputils.agents.tools.mcp.pagination_helper aidputils.agents.tools.mcp_tool aidputils.agents.tools.prompt aidputils.agents.tools.rag aidputils.agents.tools.ragtool aidputils.agents.tools.ragtool.helpers aidputils.agents.tools.ragtool.helpers.vector_search aidputils.agents.tools.ragtool.helpers.wallet_utils aidputils.agents.tools.ragtool.models aidputils.agents.tools.ragtool.models.top_k_search_result aidputils.agents.tools.service aidputils.agents.tools.service.genai_service aidputils.agents.tools.service.kb_service aidputils.agents.tools.sql aidputils.agents.tools.sqltool aidputils.agents.tools.sqltool.connection_manager aidputils.agents.tools.sqltool.external_catalog_manager aidputils.agents.tools.sqltool.query_executor aidputils.agents.tools.tool_traces aidputils.agents.tools.utils

N

name (aidputils.agents.toolkit.configs.AIDPToolConf attribute) NETWORK_ERROR (aidputils.agents.tools.http.error_handler.ErrorCode attribute) normalize_generic_results() (in module aidputils.agents.tools.experimental.websearch.base)

normalize_paged_result() (in module aidputils.agents.tools.mcp.pagination_helper) NormalizedWebResult (class in aidputils.agents.tools.experimental.websearch.web_search_models) NOT_FOUND (aidputils.agents.tools.http.error_handler.ErrorCode attribute)

O

OCIAIConf (class in aidputils.agents.toolkit.configs) OCIAIMessageChunk (class in aidputils.agents.toolkit.custom_oci_generative_ai) OCIUtils (class in aidputils.agents.toolkit.custom_oci_generative_ai) OptimizationError optimize() (aidputils.agents.tools.http.optimizers.base_optimizer.ResponseOptimizer method) (aidputils.agents.tools.http.optimizers.html_optimizer.HtmlResponseOptimizer method) (aidputils.agents.tools.http.optimizers.json_optimizer.JsonResponseOptimizer method) (aidputils.agents.tools.http.optimizers.ResponseOptimizer method) (aidputils.agents.tools.http.optimizers.text_optimizer.TextResponseOptimizer method)

optimize_json_response() (in module aidputils.agents.tools.http.response_optimizer) optimize_response() (in module aidputils.agents.tools.http.response_optimizer) OutputMode (in module aidputils.agents.toolkit.supervisor)

P

page_numbers (aidputils.agents.tools.ragtool.models.top_k_search_result.TopKSearchResult attribute) params (aidputils.agents.toolkit.configs.AIDPToolConf attribute) parent (aidputils.agents.tools.http.html_parser.HTMLNode attribute) parse() (aidputils.agents.tools.experimental.websearch.base.BaseWebSearchHandler method) (aidputils.agents.tools.experimental.websearch.brave.BraveWebSearchHandler method) (aidputils.agents.tools.experimental.websearch.tavily.TavilyWebSearchHandler method) (aidputils.agents.tools.http.parsers.base_parser.ResponseParser method) (aidputils.agents.tools.http.parsers.html_parser.HtmlResponseParser method) (aidputils.agents.tools.http.parsers.json_parser.JsonResponseParser method) (aidputils.agents.tools.http.parsers.ResponseParser method) (aidputils.agents.tools.http.parsers.text_parser.TextResponseParser method) parse_html() (in module aidputils.agents.tools.http.html_parser) parse_stream_response() (in module aidputils.agents.toolkit.agent_helper) parse_stream_response_for_supervisor() (in module aidputils.agents.toolkit.agent_helper) ping() (aidputils.agents.tools.mcp.mcp_client.MCPHTTPClient method) post_request() (aidputils.agents.tools.utils.HttpUtil static method)

post_tool_setup() (in module aidputils.agents.toolkit.agent_helper) pre_invoke_setup() (in module aidputils.agents.toolkit.agent_helper) pre_tool_setup() (in module aidputils.agents.toolkit.agent_helper) presence_penalty (aidputils.agents.toolkit.configs.ModelArgs attribute) process_stream_tool_calls() (aidputils.agents.toolkit.custom_oci_generative_ai.CohereProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.GenericProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.Provider method) process_tool_choice() (aidputils.agents.toolkit.custom_oci_generative_ai.CohereProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.GenericProvider method) (aidputils.agents.toolkit.custom_oci_generative_ai.Provider method) PromptTool (class in aidputils.agents.tools.prompt) Provider (class in aidputils.agents.toolkit.custom_oci_generative_ai) published_time (aidputils.agents.tools.experimental.websearch.web_search_models.NormalizedWebResult attribute) put() (aidputils.agents.toolkit.memory_helper.AbstractCheckpointSaver method) put_request() (aidputils.agents.tools.utils.HttpUtil static method) put_writes() (aidputils.agents.toolkit.memory_helper.AbstractCheckpointSaver method)

R

RAGTool (class in aidputils.agents.tools.rag) RATE_LIMIT_EXCEEDED (aidputils.agents.tools.http.error_handler.ErrorCode attribute) RATE_LIMITED (aidputils.agents.tools.http.error_handler.ErrorCode attribute) read_async_dict_from_stream() (in module aidputils.agents.toolkit.supervisor) read_dict_from_stream() (in module aidputils.agents.toolkit.supervisor) record_histogram() (aidputils.agents.toolkit.service_metrics_util.ServiceMetricUtility method) register() (aidputils.agents.tools.base_tool.BaseTool class method) (aidputils.agents.tools.http.response_registry.ResponseOptimizerRegistry class method) (aidputils.agents.tools.http.response_registry.ResponseParserRegistry class method) (aidputils.agents.tools.mcp.mcp_client_manager.McpClientManager method) register_sync() (aidputils.agents.tools.mcp.mcp_client_manager.McpClientManager method) register_tool_function() (aidputils.agents.tools.base_tool.BaseTool class method) remove_inline_agent_name() (in module aidputils.agents.toolkit.agent_name) remove_signature_from_tool_description() (aidputils.agents.toolkit.custom_oci_generative_ai.OCIUtils static method)

REQUEST_FAILED (aidputils.agents.tools.http.error_handler.ErrorCode attribute) resolve_hostname() (in module aidputils.agents.tools.http.url_validator) RESPONSE_TOO_LARGE (aidputils.agents.tools.http.error_handler.ErrorCode attribute) response_type() (aidputils.agents.tools.http.optimizers.base_optimizer.ResponseOptimizer class method) (aidputils.agents.tools.http.optimizers.html_optimizer.HtmlResponseOptimizer class method) (aidputils.agents.tools.http.optimizers.json_optimizer.JsonResponseOptimizer class method) (aidputils.agents.tools.http.optimizers.ResponseOptimizer class method) (aidputils.agents.tools.http.optimizers.text_optimizer.TextResponseOptimizer class method) ResponseOptimizer (class in aidputils.agents.tools.http.optimizers) (class in aidputils.agents.tools.http.optimizers.base_optimizer) ResponseOptimizerRegistry (class in aidputils.agents.tools.http.response_registry) ResponseParser (class in aidputils.agents.tools.http.parsers) (class in aidputils.agents.tools.http.parsers.base_parser) ResponseParserRegistry (class in aidputils.agents.tools.http.response_registry)

S

sanitize_params() (in module aidputils.agents.toolkit.tool_common) sanitize_query_text() (in module aidputils.agents.tools.ragtool.helpers.vector_search) score (aidputils.agents.tools.ragtool.models.top_k_search_result.TopKSearchResult attribute) SECURITY_ERROR (aidputils.agents.tools.http.error_handler.ErrorCode attribute) SecurityError select_elements() (in module aidputils.agents.tools.http.html_parser) SERVER_ERROR (aidputils.agents.tools.http.error_handler.ErrorCode attribute) ServiceMetricUtility (class in aidputils.agents.toolkit.service_metrics_util) session (aidputils.agents.tools.mcp.mcp_client.CacheEntry attribute) session() (aidputils.agents.tools.mcp.mcp_client.MCPHTTPClient method) session_variables (aidputils.agents.toolkit.configs.InvokeConfig attribute) set() (aidputils.agents.tools.mcp.mcp_client.MCPSessionCache method) set_pagination_enabled() (in module aidputils.agents.tools.mcp.pagination_helper) set_response() (aidputils.agents.tools.http.audit_logger.AuditContext method) setup_tool_invoke() (in module aidputils.agents.toolkit.agent_helper) SimpleHTMLParser (class in aidputils.agents.tools.http.html_parser) snippet (aidputils.agents.tools.experimental.websearch.web_search_models.NormalizedWebResult attribute) source (aidputils.agents.tools.experimental.websearch.web_search_models.NormalizedWebResult attribute) SQLTool (class in aidputils.agents.tools.sql) SSL_ERROR (aidputils.agents.tools.http.error_handler.ErrorCode attribute) SSRF_BLOCKED (aidputils.agents.tools.http.error_handler.ErrorCode attribute) SSRFError

start_as_current_span() (aidputils.agents.tools.tool_traces.TraceUtility method) stop() (aidputils.agents.tools.mcp.mcp_client_manager.McpClientManager method) stop_all() (aidputils.agents.tools.mcp.mcp_client_manager.McpClientManager method) stop_all_sync() (aidputils.agents.tools.mcp.mcp_client_manager.McpClientManager method) stop_sequence_key (aidputils.agents.toolkit.custom_oci_generative_ai.CohereProvider attribute) (aidputils.agents.toolkit.custom_oci_generative_ai.GenericProvider attribute) (aidputils.agents.toolkit.custom_oci_generative_ai.Provider property) stop_session() (aidputils.agents.tools.mcp.mcp_client.MCPHTTPClient method) stop_sync() (aidputils.agents.tools.mcp.mcp_client_manager.McpClientManager method) stream_messages() (in module aidputils.agents.toolkit.agent_helper) strip_tags() (in module aidputils.agents.tools.http.html_parser) substitute_body() (in module aidputils.agents.tools.http.template_engine) substitute_headers() (in module aidputils.agents.tools.http.template_engine) substitute_template() (in module aidputils.agents.tools.http.template_engine) substitute_url() (in module aidputils.agents.tools.http.template_engine) success_counter (aidputils.agents.tools.experimental.web_search.WebSearchTool attribute) (aidputils.agents.tools.mcp_tool.MCPTool attribute) (aidputils.agents.tools.prompt.PromptTool attribute) (aidputils.agents.tools.rag.RAGTool attribute) (aidputils.agents.tools.sql.SQLTool attribute) SYNC (aidputils.agents.toolkit.memory_helper.CheckpointerType attribute) system_prompt (aidputils.agents.toolkit.configs.OCIAIConf attribute) SystemUtils (class in aidputils.agents.tools.utils)

T

tag (aidputils.agents.tools.http.html_parser.HTMLNode attribute) TavilyWebSearchHandler (class in aidputils.agents.tools.experimental.websearch.tavily) temperature (aidputils.agents.toolkit.configs.ModelArgs attribute) TEMPLATE_ERROR (aidputils.agents.tools.http.error_handler.ErrorCode attribute) TemplateError test_connection() (aidputils.agents.tools.mcp.mcp_client.MCPHTTPClient method) text (aidputils.agents.tools.http.html_parser.HTMLNode attribute) TextResponseOptimizer (class in aidputils.agents.tools.http.optimizers.text_optimizer) TextResponseParser (class in aidputils.agents.tools.http.parsers.text_parser) thread_id (aidputils.agents.toolkit.configs.InvokeConfig attribute) TIMEOUT (aidputils.agents.tools.http.error_handler.ErrorCode attribute)

title (aidputils.agents.tools.experimental.websearch.web_search_models.NormalizedWebResult attribute) to_dict() (aidputils.agents.tools.http.audit_logger.AuditContext method) to_html() (aidputils.agents.tools.http.html_parser.HTMLNode method) tool_class (aidputils.agents.toolkit.configs.AIDPToolConf attribute) tool_class_registry (aidputils.agents.tools.base_tool.BaseTool attribute) tool_function_registry (aidputils.agents.tools.base_tool.BaseTool attribute) top_k (aidputils.agents.toolkit.configs.ModelArgs attribute) top_p (aidputils.agents.toolkit.configs.ModelArgs attribute) TopKSearchResult (class in aidputils.agents.tools.ragtool.models.top_k_search_result) TraceUtility (class in aidputils.agents.tools.tool_traces) truncate_text() (in module aidputils.agents.tools.http.response_optimizer)

U

UNAUTHORIZED (aidputils.agents.tools.http.error_handler.ErrorCode attribute) UNKNOWN_ERROR (aidputils.agents.tools.http.error_handler.ErrorCode attribute) update_sqlnet_ora() (in module aidputils.agents.tools.ragtool.helpers.wallet_utils)

url (aidputils.agents.tools.experimental.websearch.web_search_models.NormalizedWebResult attribute) (aidputils.agents.tools.ragtool.models.top_k_search_result.TopKSearchResult attribute) url_encode_value() (in module aidputils.agents.tools.http.template_engine)

V

validate_headers() (in module aidputils.agents.tools.http_tool) validate_redirect_url() (in module aidputils.agents.tools.http.url_validator)

validate_template_value() (in module aidputils.agents.tools.http.template_engine) validate_url() (in module aidputils.agents.tools.http.url_validator)

W

WebSearchTool (class in aidputils.agents.tools.experimental.web_search)

with_agent_name() (in module aidputils.agents.toolkit.agent_name) with_structured_output() (aidputils.agents.toolkit.custom_oci_generative_ai.ChatOCIGenAI method)