Index

_

__add__() (in module lionagi.protocols.generic.progression) __aiter__() (lionagi.protocols.generic.pile.Pile method) __bool__() (in module lionagi.protocols.generic.progression) (lionagi.protocols.generic.pile.Pile method) __contains__() (in module lionagi.protocols.generic.progression) (lionagi.protocols.generic.pile.Pile method) (lionagi.protocols.generic.processor.Executor method) (lionagi.protocols.graph.graph.Graph method) __delitem__() (in module lionagi.protocols.generic.progression) __eq__() (in module lionagi.protocols.generic.progression) (lionagi.protocols.generic.element.IDType method) __ge__() (in module lionagi.protocols.generic.progression) __getitem__() (in module lionagi.protocols.generic.progression) __gt__() (in module lionagi.protocols.generic.progression) __hash__() (lionagi.protocols.generic.element.IDType method) __iadd__() (in module lionagi.protocols.generic.progression) __init__() (lionagi.protocols.generic.element.IDType method) (lionagi.protocols.generic.event.Execution method) (lionagi.protocols.generic.log.LogManager method) (lionagi.protocols.generic.pile.Pile method) (lionagi.protocols.generic.processor.Executor method) (lionagi.protocols.generic.processor.Processor method) __isub__() (in module lionagi.protocols.generic.progression)

__iter__() (in module lionagi.protocols.generic.progression) (lionagi.protocols.generic.pile.Pile method) __le__() (in module lionagi.protocols.generic.progression) __len__() (in module lionagi.protocols.generic.progression) (lionagi.protocols.generic.pile.Pile method) __list__() (in module lionagi.protocols.generic.progression) __lt__() (in module lionagi.protocols.generic.progression) __radd__() (in module lionagi.protocols.generic.progression) __repr__() (in module lionagi.protocols.generic.progression) (lionagi.protocols.generic.element.IDType method) __reverse__() (in module lionagi.protocols.generic.progression) __setattr__() (lionagi.protocols.generic.log.Log method) __setitem__() (in module lionagi.protocols.generic.progression) __str__() (lionagi.protocols.generic.element.IDType method) (lionagi.protocols.generic.event.Execution method) __sub__() (in module lionagi.protocols.generic.progression) _act() built-in function _create_processor() (lionagi.protocols.generic.processor.Executor method) _ensure_dot_extension() (lionagi.protocols.generic.log.LogManagerConfig class method) _serialize_order() (in module lionagi.protocols.generic.progression) _validate_non_negative() (lionagi.protocols.generic.log.LogManagerConfig class method) _validate_ordering() (in module lionagi.protocols.generic.progression)

A

aclear() (lionagi.protocols.generic.pile.Pile method) act() (Branch method) ACTION_REQUIRED_FIELD (built-in variable) ActionManager (class in lionagi.operatives.action.manager) ActionRequest (class in lionagi.protocols.messages.action_request) ActionRequestModel (class in lionagi.operatives.action.request_response_model) ActionResponse (class in lionagi.protocols.messages.action_response) ActionResponseModel (class in lionagi.operatives.action.request_response_model) adapt_from() (lionagi.protocols.adapters.AdapterRegistry class method) (lionagi.protocols.generic.pile.Pile class method) (lionagi.protocols.graph.node.Node class method) adapt_to() (lionagi.protocols.adapters.AdapterRegistry class method) (lionagi.protocols.generic.pile.Pile method) (lionagi.protocols.graph.node.Node class method) Adapter (class in lionagi.protocols.adapters.adapter) AdapterRegistry (class in lionagi.protocols.adapters.adapter) add_completed_form() (lionagi.operatives.forms.report.Report method) add_edge() (lionagi.protocols.graph.graph.Graph method) add_node() (lionagi.protocols.graph.graph.Graph method)

adump() (lionagi.protocols.generic.log.LogManager method) aexclude() (lionagi.protocols.generic.pile.Pile method) aget() (lionagi.protocols.generic.pile.Pile method) ainclude() (lionagi.protocols.generic.pile.Pile method) alcall() (in module lionagi.utils) alog() (lionagi.protocols.generic.log.LogManager method) APICalling (class in lionagi.service.endpoints.base) apop() (lionagi.protocols.generic.pile.Pile method) append() (in module lionagi.protocols.generic.progression) (lionagi.protocols.generic.pile.Pile method) (lionagi.protocols.generic.processor.Executor method) apply() (lionagi.protocols._concepts.Condition method) aremove() (lionagi.protocols.generic.pile.Pile method) ARGUMENTS_FIELD (built-in variable) as_readable() (in module lionagi.libs.schema.as_readable) as_readable_json() (in module lionagi.libs.schema.as_readable) asetitem() (lionagi.protocols.generic.pile.Pile method) AssistantResponse (class in lionagi.protocols.messages.assistant_response) aupdate() (lionagi.protocols.generic.pile.Pile method) available_capacity (lionagi.protocols.generic.processor.Processor attribute)

B

BaseForm (class in lionagi.operatives.forms.base) bcall() (in module lionagi.utils) Branch (class in lionagi.session.branch) breakdown_pydantic_annotation() (in module lionagi.utils)

built-in function _act() func_to_tool() parse_action_request()

C

chat() (Branch method) ChatCompletionEndPoint (class in lionagi.service.endpoints.chat_completion) check_completeness() (lionagi.operatives.forms.base.BaseForm method) check_condition() (lionagi.protocols.graph.edge.Edge method) check_import() (in module lionagi.libs.package.import_check) chunk_by_chars() (in module lionagi.libs.file.chunk) chunk_by_tokens() (in module lionagi.libs.file.chunk) chunk_content() (in module lionagi.libs.file.chunk) class_name() (lionagi.protocols.generic.element.Element class method) clear() (in module lionagi.protocols.generic.progression) (lionagi.protocols.generic.pile.Pile method) Collective (class in lionagi.protocols._concepts)

Communicatable (class in lionagi.protocols._concepts) communicate() (Branch method) Condition (class in lionagi.protocols._concepts) condition (lionagi.protocols.graph.edge.Edge attribute) copy() (in module lionagi.utils) copy_file() (in module lionagi.libs.file.ops) count() (in module lionagi.protocols.generic.progression) create() (ActionRequestModel method) (lionagi.protocols.generic.element.IDType class method) (lionagi.protocols.generic.log.Log class method) create_path() (in module lionagi.utils) CSVFileAdapter (class in lionagi.protocols.adapters.pandas_.csv_adapter)

D

dequeue() (lionagi.protocols.generic.processor.Processor method) dict_to_xml() (in module lionagi.utils)

dir_to_files() (in module lionagi.libs.file.dir_process) display() (lionagi.protocols.graph.graph.Graph method) dump() (lionagi.protocols.generic.log.LogManager method)

E

Edge (class in lionagi.protocols.graph.edge) EdgeCondition (class in lionagi.protocols.graph.edge) Element (class in lionagi.protocols.generic.element) EndpointConfig (class in lionagi.service.endpoints.base) enqueue() (lionagi.protocols.generic.processor.Processor method) event_type (lionagi.protocols.generic.processor.Executor attribute) EventStatus (class in lionagi.protocols.generic.event) ExcelFileAdapter (class in lionagi.protocols.adapters.pandas_.excel_adapter) Exchange (class in lionagi.protocols.mail.exchange) exclude() (in module lionagi.protocols.generic.progression) (lionagi.protocols._concepts.Collective method) (lionagi.protocols._concepts.Ordering method) (lionagi.protocols.generic.pile.Pile method)

execute() (lionagi.protocols.generic.processor.Processor method) Execution (class in lionagi.protocols.generic.event) execution_mode (lionagi.protocols.generic.processor.Processor attribute) Executor (class in lionagi.protocols.generic.processor) extend() (in module lionagi.protocols.generic.progression) extract_code_block() (in module lionagi.libs.schema.code_block) extract_docstring() (in module lionagi.libs.schema.extract_docstring) extract_json_schema() (in module lionagi.libs.schema.json_schema_extractor)

F

file_to_chunks() (in module lionagi.libs.file.dir_process) fill_fields() (lionagi.operatives.forms.form.Form method) find_node_edge() (lionagi.protocols.graph.graph.Graph method) fix_json_string() (in module lionagi.utils) flatten() (in module lionagi.libs.nested.flatten) FlowDefinition (class in lionagi.operatives.forms.flow) FlowStep (class in lionagi.operatives.forms.flow) force_async() (in module lionagi.utils) Form (class in lionagi.operatives.forms.form) forward() (lionagi.protocols.generic.processor.Executor method) from_config() (lionagi.protocols.generic.log.LogManager class method) from_dict() (lionagi.protocols.generic.element.Element class method) (lionagi.protocols.generic.log.Log class method) from_obj() (lionagi.protocols.adapters.Adapter method) (lionagi.protocols.adapters.CSVFileAdapter class method) (lionagi.protocols.adapters.ExcelFileAdapter class method) (lionagi.protocols.adapters.JsonAdapter class method) (lionagi.protocols.adapters.JsonFileAdapter class method) (lionagi.protocols.adapters.PandasDataFrameAdapter class method) (lionagi.protocols.adapters.PandasSeriesAdapter class method)

func_to_tool() built-in function FUNCTION_FIELD (built-in variable) function_to_schema() (in module lionagi.libs.schema.function_to_schema) FunctionCalling (class in lionagi.operatives.action.function_calling) FuncTool (built-in variable) FuncToolRef (built-in variable) fuzzy_match_keys() (in module lionagi.libs.validate.fuzzy_match_keys) fuzzy_parse_json() (in module lionagi.utils) fuzzy_validate_mapping() (in module lionagi.libs.validate.fuzzy_validate_mapping) FuzzyMatchKeysParams (class in lionagi.libs.validate.fuzzy_match_keys) FuzzyValidateMappingParams (class in lionagi.libs.validate.fuzzy_validate_mapping)

G

get() (lionagi.protocols.adapters.AdapterRegistry class method) (lionagi.protocols.generic.pile.Pile method) get_cpu_architecture() (in module lionagi.libs.package.platform_info) get_file_size() (in module lionagi.libs.file.ops) get_heads() (lionagi.protocols.graph.graph.Graph method) get_id() (lionagi.protocols.generic.element.ID static method)

get_predecessors() (lionagi.protocols.graph.graph.Graph method) get_produced_fields() (lionagi.operatives.forms.flow.FlowDefinition method) get_required_fields() (lionagi.operatives.forms.flow.FlowDefinition method) get_results() (lionagi.operatives.forms.base.BaseForm method) get_successors() (lionagi.protocols.graph.graph.Graph method) get_tool_schema() (ActionManager method) Graph (class in lionagi.protocols.graph.graph)

H

hash_dict() (in module lionagi.utils)

I

ID (class in lionagi.protocols.generic.element) IDType (class in lionagi.protocols.generic.element) iModel (class in lionagi.service.imodel) iModelManager (class in lionagi.service.imodel) import_module() (in module lionagi.libs.package.import_check) include() (in module lionagi.protocols.generic.progression) (lionagi.protocols._concepts.Collective method) (lionagi.protocols._concepts.Ordering method) (lionagi.protocols.generic.pile.Pile method) index() (in module lionagi.protocols.generic.progression) insert() (in module lionagi.protocols.generic.progression) (lionagi.protocols.generic.pile.Pile method) install_import() (in module lionagi.libs.package.import_check)

instruct() (Branch method) Instruction (class in lionagi.protocols.messages.instruction) interpret() (Branch method) invoke() (ActionManager method) (FunctionCalling method) is_acyclic() (lionagi.protocols.graph.graph.Graph method) is_completed() (lionagi.operatives.forms.base.BaseForm method) is_empty() (lionagi.protocols.generic.pile.Pile method) is_id() (lionagi.protocols.generic.element.ID static method) is_import_installed() (in module lionagi.libs.package.import_check) is_same_dtype() (in module lionagi.utils) is_stopped() (lionagi.protocols.generic.processor.Processor method) items() (lionagi.protocols.generic.pile.Pile method)

J

jaro_winkler_similarity() (in module lionagi.libs.validate.string_similarity) join() (lionagi.protocols.generic.processor.Processor method) json_schema_to_cfg() (in module lionagi.libs.schema.json_schema_extractor)

json_schema_to_regex() (in module lionagi.libs.schema.json_schema_extractor) JsonAdapter (class in lionagi.protocols.adapters.json_adapter) JsonFileAdapter (class in lionagi.protocols.adapters.json_adapter)

K

keys() (lionagi.protocols.generic.pile.Pile method)

L

label (lionagi.protocols.graph.edge.Edge attribute) lcall() (in module lionagi.utils) levenshtein_similarity() (in module lionagi.libs.validate.string_similarity) lionagi.libs.file.chunk module lionagi.libs.file.dir_process module lionagi.libs.file.ops module lionagi.libs.file.save module lionagi.libs.nested.filter module lionagi.libs.nested.flatten module lionagi.libs.nested.nget module lionagi.libs.nested.ninsert module lionagi.libs.nested.nmerge module lionagi.libs.nested.npop module lionagi.libs.nested.nset module lionagi.libs.nested.utils module lionagi.libs.package.import_check module lionagi.libs.package.list_uninstall_update module lionagi.libs.package.platform_info module lionagi.libs.package.schema module lionagi.libs.schema.as_readable module lionagi.libs.schema.code_block module lionagi.libs.schema.extract_docstring module lionagi.libs.schema.function_to_schema module lionagi.libs.schema.json_schema_extractor module lionagi.libs.validate.common_field_validators module lionagi.libs.validate.fuzzy_match_keys module lionagi.libs.validate.fuzzy_validate_mapping module lionagi.libs.validate.string_similarity module lionagi.libs.validate.validate_boolean module lionagi.operatives.forms.base module lionagi.operatives.forms.flow module lionagi.operatives.forms.form module lionagi.operatives.forms.report module lionagi.operatives.instruct.base module lionagi.operatives.instruct.collection module lionagi.operatives.instruct.instruct module lionagi.operatives.instruct.node module lionagi.operatives.model.schema_model module

lionagi.operatives.models.field_model module lionagi.operatives.models.model_params module lionagi.operatives.models.note module lionagi.operatives.models.operable_model module lionagi.operatives.operative module, [1] lionagi.protocols._concepts module lionagi.protocols.adapters module lionagi.protocols.generic.element module lionagi.protocols.generic.event module lionagi.protocols.generic.log module lionagi.protocols.generic.pile module lionagi.protocols.generic.processor module lionagi.protocols.generic.progression module lionagi.protocols.graph module lionagi.protocols.mail module lionagi.protocols.messages module lionagi.protocols.messages.action_request module lionagi.protocols.messages.action_response module lionagi.protocols.messages.assistant_response module lionagi.protocols.messages.base module lionagi.protocols.messages.instruction module lionagi.protocols.messages.manager module lionagi.protocols.messages.message module lionagi.protocols.messages.system module lionagi.service.endpoints.base module, [1] lionagi.service.endpoints.chat_completion module lionagi.service.endpoints.rate_limited_processor module lionagi.service.imodel module, [1] lionagi.service.token_calculator module lionagi.session.branch module lionagi.session.session module lionagi.utils module, [1] list_adapters() (lionagi.protocols.adapters.AdapterRegistry class method) (lionagi.protocols.graph.node.Node class method) list_files() (in module lionagi.libs.file.ops) list_installed_packages() (in module lionagi.libs.package.list_uninstall_update) Log (class in lionagi.protocols.generic.log) log() (lionagi.protocols.generic.log.LogManager method) LogManager (class in lionagi.protocols.generic.log) LogManagerConfig (class in lionagi.protocols.generic.log)

M

Mail (class in lionagi.protocols.mail.mail) Mailbox (class in lionagi.protocols.mail) MailManager (class in lionagi.protocols.mail) Manager (class in lionagi.protocols._concepts) match_tool() (ActionManager method) max_concurrent() (in module lionagi.utils) MESSAGE_FIELDS (in module lionagi.protocols.messages.base) MessageField (class in lionagi.protocols.messages.base) MessageFlag (class in lionagi.protocols.messages.base) MessageManager (class in lionagi.protocols.messages.manager) MessageRole (class in lionagi.protocols.messages.base) module lionagi.libs.file.chunk lionagi.libs.file.dir_process lionagi.libs.file.ops lionagi.libs.file.save lionagi.libs.nested.filter lionagi.libs.nested.flatten lionagi.libs.nested.nget lionagi.libs.nested.ninsert lionagi.libs.nested.nmerge lionagi.libs.nested.npop lionagi.libs.nested.nset lionagi.libs.nested.utils lionagi.libs.package.import_check lionagi.libs.package.list_uninstall_update lionagi.libs.package.platform_info lionagi.libs.package.schema lionagi.libs.schema.as_readable lionagi.libs.schema.code_block lionagi.libs.schema.extract_docstring lionagi.libs.schema.function_to_schema lionagi.libs.schema.json_schema_extractor lionagi.libs.validate.common_field_validators lionagi.libs.validate.fuzzy_match_keys lionagi.libs.validate.fuzzy_validate_mapping lionagi.libs.validate.string_similarity lionagi.libs.validate.validate_boolean lionagi.operatives.forms.base lionagi.operatives.forms.flow lionagi.operatives.forms.form lionagi.operatives.forms.report lionagi.operatives.instruct.base lionagi.operatives.instruct.collection lionagi.operatives.instruct.instruct lionagi.operatives.instruct.node lionagi.operatives.model.schema_model lionagi.operatives.models.field_model lionagi.operatives.models.model_params lionagi.operatives.models.note lionagi.operatives.models.operable_model lionagi.operatives.operative, [1] lionagi.protocols._concepts lionagi.protocols.adapters lionagi.protocols.generic.element lionagi.protocols.generic.event lionagi.protocols.generic.log lionagi.protocols.generic.pile lionagi.protocols.generic.processor lionagi.protocols.generic.progression lionagi.protocols.graph lionagi.protocols.mail lionagi.protocols.messages lionagi.protocols.messages.action_request lionagi.protocols.messages.action_response lionagi.protocols.messages.assistant_response lionagi.protocols.messages.base lionagi.protocols.messages.instruction lionagi.protocols.messages.manager lionagi.protocols.messages.message lionagi.protocols.messages.system lionagi.service.endpoints.base, [1] lionagi.service.endpoints.chat_completion lionagi.service.endpoints.rate_limited_processor lionagi.service.imodel, [1] lionagi.service.token_calculator lionagi.session.branch lionagi.session.session lionagi.utils, [1]

N

nfilter() (in module lionagi.libs.nested.filter) nget() (in module lionagi.libs.nested.nget) ninsert() (in module lionagi.libs.nested.ninsert)

nmerge() (in module lionagi.libs.nested.nmerge) Node (class in lionagi.protocols.graph.node) npop() (in module lionagi.libs.nested.npop) nset() (in module lionagi.libs.nested.nset)

O

Observable (class in lionagi.protocols._concepts) Observer (class in lionagi.protocols._concepts)

operate() (Branch method) Operative (class in lionagi.operatives.operative) Ordering (class in lionagi.protocols._concepts)

P

Package (class in lionagi.protocols.mail) PackageCategory (class in lionagi.protocols.mail) PackageParams (class in lionagi.libs.package.schema) PandasDataFrameAdapter (class in lionagi.protocols.adapters.pandas_.pd_dataframe_adapter) PandasSeriesAdapter (class in lionagi.protocols.adapters.pandas_.pd_series_adapter) parse() (Branch method) parse_action_request() built-in function parse_flow_string() (lionagi.operatives.forms.flow.FlowDefinition method)

Pile (class in lionagi.protocols.generic.pile) pile() (in module lionagi.protocols.generic.pile) pop() (in module lionagi.protocols.generic.progression) (lionagi.protocols.generic.pile.Pile method) popleft() (in module lionagi.protocols.generic.progression) print_cfg() (in module lionagi.libs.schema.json_schema_extractor) process() (lionagi.protocols.generic.processor.Processor method) Processor (class in lionagi.protocols.generic.processor) prog() (in module lionagi.protocols.generic.progression) Progression (class in lionagi.protocols.generic.progression)

R

RateLimitedAPIExecutor (class in lionagi.service.endpoints.rate_limited_processor) RateLimitedAPIProcessor (class in lionagi.service.endpoints.rate_limited_processor) ReAct() (Branch method) read_file() (in module lionagi.libs.file.ops) register() (lionagi.protocols.adapters.AdapterRegistry class method) register_tool() (ActionManager method) register_tools() (ActionManager method) Relational (class in lionagi.protocols._concepts)

remove() (in module lionagi.protocols.generic.progression) (lionagi.protocols.generic.pile.Pile method) remove_edge() (lionagi.protocols.graph.graph.Graph method) remove_node() (lionagi.protocols.graph.graph.Graph method) Report (class in lionagi.operatives.forms.report) request_permission() (lionagi.protocols.generic.processor.Processor method) RoledMessage (class in lionagi.protocols.messages.message) run_package_manager_command() (in module lionagi.utils)

S

save_at_exit() (lionagi.protocols.generic.log.LogManager method) save_chunks() (in module lionagi.libs.file.save) save_to_file() (in module lionagi.libs.file.save) select() (Branch method) send() (lionagi.protocols._concepts.Communicatable method) Sendable (class in lionagi.protocols._concepts) SenderRecipient (in module lionagi.protocols.messages.base) size() (lionagi.protocols.generic.pile.Pile method)

start() (lionagi.protocols.generic.processor.Executor method) (lionagi.protocols.generic.processor.Processor method) StepModel (class in lionagi.operatives.operative) stop() (lionagi.protocols.generic.processor.Executor method) (lionagi.protocols.generic.processor.Processor method) strict_event_type (lionagi.protocols.generic.processor.Executor attribute) string_similarity() (in module lionagi.libs.validate.string_similarity) System (class in lionagi.protocols.messages.system)

T

Throttle (class in lionagi.utils) throttle() (in module lionagi.utils) time() (in module lionagi.utils) to_csv_file() (lionagi.protocols.generic.pile.Pile method) to_df() (lionagi.protocols.generic.pile.Pile method) to_dict() (FunctionCalling method) (lionagi.protocols.generic.element.Element method) to_instructions() (lionagi.operatives.forms.form.Form method) to_json() (in module lionagi.utils) to_json_file() (lionagi.protocols.generic.pile.Pile method) to_list() (in module lionagi.utils) to_list_type() (in module lionagi.protocols.generic.pile)

to_networkx() (lionagi.protocols.graph.graph.Graph method) to_obj() (lionagi.protocols.adapters.Adapter method) (lionagi.protocols.adapters.CSVFileAdapter class method) (lionagi.protocols.adapters.ExcelFileAdapter class method) (lionagi.protocols.adapters.JsonAdapter class method) (lionagi.protocols.adapters.JsonFileAdapter class method) (lionagi.protocols.adapters.PandasDataFrameAdapter class method) (lionagi.protocols.adapters.PandasSeriesAdapter class method) TokenCalculator (class in lionagi.service.token_calculator) Tool (class in lionagi.operatives.action.tool) ToolRef (built-in variable) translate() (Branch method)

U

UNDEFINED (in module lionagi.utils) UndefinedType (class in lionagi.utils) uninstall_package() (in module lionagi.libs.package.list_uninstall_update)

update() (lionagi.protocols.generic.pile.Pile method) update_condition_source() (lionagi.protocols.graph.edge.Edge method) update_package() (in module lionagi.libs.package.list_uninstall_update) update_property() (lionagi.protocols.graph.edge.Edge method)

V

validate() (lionagi.protocols.generic.element.IDType class method) validate_boolean() (in module lionagi.libs.validate.validate_boolean) validate_boolean_field() (in module lionagi.libs.validate.common_field_validators) validate_callable() (in module lionagi.libs.validate.common_field_validators) validate_dict_kwargs_params() (in module lionagi.libs.validate.common_field_validators) validate_list_dict_str_keys() (in module lionagi.libs.validate.common_field_validators) validate_model_to_type() (in module lionagi.libs.validate.common_field_validators)

validate_nullable_jsonvalue_field() (in module lionagi.libs.validate.common_field_validators) validate_nullable_string_field() (in module lionagi.libs.validate.common_field_validators) validate_order() (in module lionagi.protocols.generic.element) validate_same_dtype_flat_list() (in module lionagi.libs.validate.common_field_validators) validate_sender_recipient() (in module lionagi.protocols.messages.base) validate_str_str_dict() (in module lionagi.libs.validate.common_field_validators) values() (lionagi.protocols.generic.pile.Pile method)

X

xml_to_dict() (in module lionagi.utils)