Index

A

aadd_documents() (instrukt.indexes.chroma.ChromaWrapper method) aadd_texts() (instrukt.indexes.chroma.ChromaWrapper method) accepted_mimetypes() (instrukt.indexes.loaders.AutoDirLoader method), [1] acount() (instrukt.indexes.chroma.ChromaWrapper method) active_agent (instrukt.agent.manager.AgentManager property) add_command() (instrukt.commands.command.CmdGroup method) add_documents() (instrukt.indexes.chroma.ChromaWrapper method) add_texts() (instrukt.indexes.chroma.ChromaWrapper method) add_tool() (instrukt.agent.base.InstruktAgent method) adelete() (instrukt.indexes.chroma.ChromaWrapper method) adelete_collection() (instrukt.indexes.chroma.ChromaWrapper method) adelete_index() (instrukt.indexes.manager.IndexManager method) adelete_named_collection() (instrukt.indexes.chroma.ChromaWrapper method) afrom_documents() (instrukt.indexes.chroma.ChromaWrapper class method) afrom_texts() (instrukt.indexes.chroma.ChromaWrapper class method) agent_running() (instrukt.agent.base.InstruktAgent method) AgentAction (instrukt.agent.events.AgentEvents attribute) AgentCancelled (instrukt.agent.events.AgentEvents attribute) AgentEvents (class in instrukt.agent.events)

AgentFinish (instrukt.agent.events.AgentEvents attribute) AgentLoad (instrukt.agent.events.AgentEvents attribute) AgentManager (class in instrukt.agent.manager) AgentStateMachine (class in instrukt.agent.state) AgentStateSubject (class in instrukt.agent.state) aget_index() (instrukt.indexes.manager.IndexManager method) ALLOW_SELECTOR_MATCH (instrukt.commands.command.CmdLog attribute) amax_marginal_relevance_search() (instrukt.indexes.chroma.ChromaWrapper method) amax_marginal_relevance_search_by_vector() (instrukt.indexes.chroma.ChromaWrapper method) arbitrary_types_allowed (instrukt.agent.base.InstruktAgent.Config attribute) (instrukt.agent.callback.InstruktCallbackHandler.Config attribute) (instrukt.indexes.manager.IndexManager.Config attribute) as_retriever() (instrukt.indexes.chroma.ChromaWrapper method) asearch() (instrukt.indexes.chroma.ChromaWrapper method) asimilarity_search() (instrukt.indexes.chroma.ChromaWrapper method) asimilarity_search_by_vector() (instrukt.indexes.chroma.ChromaWrapper method) asimilarity_search_with_relevance_scores() (instrukt.indexes.chroma.ChromaWrapper method) attach_tool() (instrukt.agent.base.InstruktAgent method) attached_tools (instrukt.agent.base.InstruktAgent property) AutoDirLoader (class in instrukt.indexes.loaders), [1]

B

base_agent (instrukt.agent.base.InstruktAgent property)

bubble (instrukt.commands.command.CmdLog attribute)

C

can_replace() (instrukt.commands.command.CmdLog method) ChainEnd (instrukt.agent.events.AgentEvents attribute) ChainError (instrukt.agent.events.AgentEvents attribute) ChainStart (instrukt.agent.events.AgentEvents attribute) chroma_kwargs (instrukt.indexes.manager.IndexManager attribute) chroma_settings (instrukt.indexes.manager.IndexManager attribute) ChromaWrapper (class in instrukt.indexes.chroma) CmdGroup (class in instrukt.commands.command) CmdLog (class in instrukt.commands.command) Collection (class in instrukt.indexes.schema)

Command (class in instrukt.commands.command) command() (instrukt.commands.command.CmdGroup method) commands (instrukt.commands.command.CmdGroup property) control (instrukt.commands.command.CmdLog property) count (instrukt.indexes.chroma.ChromaWrapper property) count() (instrukt.indexes.schema.Collection method) (instrukt.indexes.schema.EmbeddingDetails method) count_matching_paths() (instrukt.indexes.loaders.AutoDirLoader method), [1] create() (instrukt.indexes.manager.IndexManager method) ctx (instrukt.agent.callback.InstruktCallbackHandler attribute)

D

delete() (instrukt.indexes.chroma.ChromaWrapper method) delete_collection() (instrukt.indexes.chroma.ChromaWrapper method) description (instrukt.agent.base.InstruktAgent attribute) (instrukt.indexes.chroma.ChromaWrapper property) (instrukt.indexes.schema.Index attribute)

detect_files() (instrukt.indexes.loaders.AutoDirLoader method), [1] dettach_tool() (instrukt.agent.base.InstruktAgent method) discover() (instrukt.agent.loading.ModuleManager static method) display_name (instrukt.agent.base.InstruktAgent attribute)

E

embedding (instrukt.indexes.schema.Index attribute) embedding_fn (instrukt.indexes.schema.Index property) embedding_fn_cls (instrukt.indexes.schema.EmbeddingDetails attribute) EmbeddingDetails (class in instrukt.indexes.schema) embeddings (instrukt.indexes.chroma.ChromaWrapper property) events (in module instrukt.agent)

execute() (instrukt.commands.command.CmdGroup method) (instrukt.commands.command.Command method) executor (instrukt.agent.base.InstruktAgent attribute) executor_params (instrukt.agent.base.InstruktAgent attribute) extra (instrukt.indexes.manager.IndexManager.Config attribute) (instrukt.indexes.schema.EmbeddingDetails attribute)

F

fn_short (instrukt.indexes.schema.EmbeddingDetails property) forget_about() (instrukt.agent.base.InstruktAgent method)

from_documents() (instrukt.indexes.chroma.ChromaWrapper class method) from_name() (instrukt.agent.manager.AgentManager method) from_texts() (instrukt.indexes.chroma.ChromaWrapper class method)

G

get() (instrukt.indexes.chroma.ChromaWrapper method) get_blob_parser() (instrukt.indexes.loaders.AutoDirLoader method), [1] get_command() (instrukt.commands.command.CmdGroup method) get_embedding_fn() (instrukt.indexes.manager.IndexManager method) get_embedding_fn_cls() (instrukt.indexes.manager.IndexManager method)

get_index() (instrukt.indexes.manager.IndexManager method) get_loader() (instrukt.indexes.manager.IndexManager method) get_manifest() (instrukt.agent.loading.ModuleManager static method) get_retrieval_tool() (instrukt.indexes.chroma.ChromaWrapper method) glob (instrukt.indexes.schema.Index attribute) group() (instrukt.commands.command.CmdGroup method)

H

handler_name (instrukt.commands.command.CmdLog attribute)

help() (instrukt.commands.command.CmdGroup method) HumanMessage (instrukt.agent.events.AgentEvents attribute)

I

id (instrukt.agent.base.InstruktAgent attribute) (instrukt.indexes.schema.Collection attribute) ignore_agent (instrukt.agent.callback.InstruktCallbackHandler property) ignore_chain (instrukt.agent.callback.InstruktCallbackHandler property) ignore_chat_model (instrukt.agent.callback.InstruktCallbackHandler property) ignore_llm (instrukt.agent.callback.InstruktCallbackHandler property) ignore_retriever (instrukt.agent.callback.InstruktCallbackHandler property) ignore_retry (instrukt.agent.callback.InstruktCallbackHandler property) Index (class in instrukt.indexes.schema) index() (instrukt.indexes.schema.Collection method) (instrukt.indexes.schema.EmbeddingDetails method) indexes (instrukt.indexes.manager.IndexManager property)

IndexManager (class in instrukt.indexes.manager) instrukt.agent module instrukt.commands module instrukt.indexes module InstruktAgent (class in instrukt.agent.base) InstruktCallbackHandler (class in instrukt.agent.callback) is_attached_tool() (instrukt.agent.base.InstruktAgent method) is_forwarded (instrukt.commands.command.CmdLog property) is_root (instrukt.commands.command.CmdGroup property)

L

lazy_load() (instrukt.indexes.loaders.AutoDirLoader method), [1] lazy_parse() (instrukt.indexes.loaders.AutoDirLoader method), [1] list_collections() (instrukt.indexes.chroma.ChromaWrapper method) (instrukt.indexes.manager.IndexManager method) list_modules() (instrukt.agent.loading.ModuleManager static method) llm (instrukt.agent.base.InstruktAgent attribute) llm_callback_handlers (instrukt.agent.base.InstruktAgent attribute) LLMEnd (instrukt.agent.events.AgentEvents attribute)

LLMError (instrukt.agent.events.AgentEvents attribute) LLMNewToken (instrukt.agent.events.AgentEvents attribute) LLMStart (instrukt.agent.events.AgentEvents attribute) load() (instrukt.agent.base.InstruktAgent class method) load_agent() (instrukt.agent.manager.AgentManager method) load_and_split() (instrukt.indexes.loaders.AutoDirLoader method), [1] loaded_agents (instrukt.agent.manager.AgentManager property) loader_type (instrukt.indexes.schema.Index attribute)

M

max_marginal_relevance_search() (instrukt.indexes.chroma.ChromaWrapper method) max_marginal_relevance_search_by_vector() (instrukt.indexes.chroma.ChromaWrapper method) memory (instrukt.agent.base.InstruktAgent attribute) metadata (instrukt.indexes.chroma.ChromaWrapper property) (instrukt.indexes.schema.Collection attribute) (instrukt.indexes.schema.Index attribute)

model_name (instrukt.indexes.schema.EmbeddingDetails attribute) module instrukt.agent instrukt.commands instrukt.indexes ModuleManager (class in instrukt.agent.loading) msg (instrukt.commands.command.CmdLog attribute)

N

name (instrukt.agent.base.InstruktAgent attribute) (instrukt.indexes.chroma.ChromaWrapper property) (instrukt.indexes.schema.Collection attribute) (instrukt.indexes.schema.Index attribute)

namespace (instrukt.commands.command.CmdLog attribute) no_dispatch (instrukt.commands.command.CmdLog attribute) notify_observers() (instrukt.agent.state.AgentStateMachine method) (instrukt.agent.state.AgentStateSubject method)

O

on_agent_action() (instrukt.agent.callback.InstruktCallbackHandler method) on_agent_finish() (instrukt.agent.callback.InstruktCallbackHandler method) on_chain_end() (instrukt.agent.callback.InstruktCallbackHandler method) on_chain_error() (instrukt.agent.callback.InstruktCallbackHandler method) on_chain_start() (instrukt.agent.callback.InstruktCallbackHandler method) on_chat_model_start() (instrukt.agent.callback.InstruktCallbackHandler method) on_llm_end() (instrukt.agent.callback.InstruktCallbackHandler method) on_llm_error() (instrukt.agent.callback.InstruktCallbackHandler method) on_llm_new_token() (instrukt.agent.callback.InstruktCallbackHandler method)

on_llm_start() (instrukt.agent.callback.InstruktCallbackHandler method) on_retriever_end() (instrukt.agent.callback.InstruktCallbackHandler method) on_retriever_error() (instrukt.agent.callback.InstruktCallbackHandler method) on_retriever_start() (instrukt.agent.callback.InstruktCallbackHandler method) on_retry() (instrukt.agent.callback.InstruktCallbackHandler method) on_text() (instrukt.agent.callback.InstruktCallbackHandler method) on_tool_end() (instrukt.agent.callback.InstruktCallbackHandler method) on_tool_error() (instrukt.agent.callback.InstruktCallbackHandler method) on_tool_start() (instrukt.agent.callback.InstruktCallbackHandler method) openai_cb_handler (instrukt.agent.base.InstruktAgent property)

P

parse_cmd() (instrukt.commands.command.CmdGroup method) path (instrukt.indexes.schema.Index attribute)

pbar (instrukt.indexes.loaders.AutoDirLoader property), [1] persist() (instrukt.indexes.chroma.ChromaWrapper method) prevent_default() (instrukt.commands.command.CmdLog method)

R

raise_error (instrukt.agent.callback.InstruktCallbackHandler attribute) realm (instrukt.agent.base.InstruktAgent attribute) register_observer() (instrukt.agent.state.AgentStateMachine method) (instrukt.agent.state.AgentStateSubject method)

reload_agent() (instrukt.agent.base.InstruktAgent method) root_parent (instrukt.commands.command.CmdGroup property) (instrukt.commands.command.Command property) run_inline (instrukt.agent.callback.InstruktCallbackHandler attribute)

S

search() (instrukt.indexes.chroma.ChromaWrapper method) send_message() (instrukt.agent.base.InstruktAgent method) set_state() (instrukt.agent.state.AgentStateMachine method) similarity_search() (instrukt.indexes.chroma.ChromaWrapper method) similarity_search_by_vector() (instrukt.indexes.chroma.ChromaWrapper method) similarity_search_by_vector_with_relevance_scores() (instrukt.indexes.chroma.ChromaWrapper method)

similarity_search_with_relevance_scores() (instrukt.indexes.chroma.ChromaWrapper method) similarity_search_with_score() (instrukt.indexes.chroma.ChromaWrapper method) state (instrukt.agent.base.InstruktAgent attribute) StateObserver (class in instrukt.agent.state) stop() (instrukt.commands.command.CmdLog method) stop_agent() (instrukt.agent.base.InstruktAgent method) switch_agent() (instrukt.agent.manager.AgentManager method)

T

Text (instrukt.agent.events.AgentEvents attribute) time (instrukt.commands.command.CmdLog attribute) ToolEnd (instrukt.agent.events.AgentEvents attribute)

ToolError (instrukt.agent.events.AgentEvents attribute) toolset (instrukt.agent.base.InstruktAgent attribute) toolset_names (instrukt.agent.base.InstruktAgent property) ToolStart (instrukt.agent.events.AgentEvents attribute)

U

update_document() (instrukt.indexes.chroma.ChromaWrapper method)

update_state() (instrukt.agent.state.AgentStateMachine method) update_tool_name() (instrukt.agent.base.InstruktAgent method)

V

validate_description() (instrukt.indexes.schema.Index class method) validate_embedding() (instrukt.indexes.schema.Index class method) validate_executor_params() (instrukt.agent.base.InstruktAgent class method) validate_loader_type() (instrukt.indexes.schema.Index class method)

validate_non_empty() (instrukt.indexes.schema.Index class method) validate_path() (instrukt.indexes.schema.Index class method) verbose (instrukt.commands.command.CmdLog attribute) verify_module() (instrukt.agent.loading.ModuleManager static method)

W

walk_commands() (instrukt.commands.command.CmdGroup method)

watch_state() (instrukt.agent.state.StateObserver method)

Y

yield_blobs() (instrukt.indexes.loaders.AutoDirLoader method), [1]

yield_paths() (instrukt.indexes.loaders.AutoDirLoader method), [1]