Index

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__init__() (AgentRetrievalQA method) (AiAgent method) (AiUser method) (BaseAgentStore method) (BaseSemanticNetworkStore method) (DocuStore method) (ElasticSearchSemanticNetworkStore method) (Factory method) (NaturalLanguageProcessor method) (Noun method) (NounRelationship method) (PostgresSemanticNetworkStore method) (ProcessingPipeline method) (PromptStore method) (RabbitQueue method) (SemanticNetwork method)

A

add_content() (AiAgent method), [1] (BaseAgentStore method), [1] (ElasticSearchAgentStore method), [1] (SemanticNetwork method), [1] (SemanticNetworkQueue method), [1] add_content_from_local_files() (AiAgent method), [1] add_content_object() (SemanticNetworkQueue method), [1] add_document() (DocuStore method), [1] add_document_object() (AiAgent method), [1] (DocuStore method), [1] add_listener() (RabbitQueue method), [1] add_processor() (PipelineStage method), [1] add_processors() (ProcessingPipeline method), [1] add_prompt() (PromptStore method), [1] add_relationships() (BaseSemanticNetworkStore method), [1] (ElasticSearchSemanticNetworkStore method), [1], [2] (PostgresSemanticNetworkStore method), [1], [2] add_relationships_v2() (ElasticSearchSemanticNetworkStore method), [1], [2] (PostgresSemanticNetworkStore method), [1], [2] AgentEmbeddingsHuggingFace (class in aiagent.embeddings) AgentEmbeddingsOpenAi (class in aiagent.embeddings) AgentRetrievalQA (class in aiagent), [1] (class in aiagent.retrieval) aiagent module AiAgent (class in aiagent), [1] (class in aiagent.agent) aiagent.agent module aiagent.agentstores module aiagent.agentstores.elastic module aiagent.analysisprompts module aiagent.baseagentstore module

aiagent.basesmnetstore module aiagent.docustore module aiagent.embeddings module aiagent.factories module aiagent.ingestion module aiagent.langproc module aiagent.models module aiagent.models.noun module aiagent.pipeline module aiagent.prompt module aiagent.retrieval module aiagent.semanticnetwork module aiagent.smnetstores module aiagent.smnetstores.elastic module aiagent.smnetstores.postgres module aiagent.standard_processors module aiagent.user module aiagentOptions (in module config) AiUser (class in aiagent), [1] (class in aiagent.user) appName (in module config)

B

BaseAgentStore (class in aiagent), [1] (class in aiagent.baseagentstore)

BaseSemanticNetworkStore (class in aiagent), [1] (class in aiagent.basesmnetstore)

C

calc_full_storage_name_from_name() (Ingestion method), [1] callback_manager (AgentRetrievalQA attribute) callbacks (AgentRetrievalQA attribute) change_input_data (PipelineCommands attribute) check_existence_of_store_name() (ElasticSearchAgentStore method), [1] check_for_index_exist() (ElasticSearchSemanticNetworkStore method), [1], [2] check_item_exists() (ElasticSearchSemanticNetworkStore method), [1], [2] cli module

combine_documents_chain (AgentRetrievalQA attribute) config module configprompts module create() (Factory method), [1] create_embedding() (AgentEmbeddingsHuggingFace method) (AgentEmbeddingsOpenAi method)

D

define_factory() (in module aiagent) (in module aiagent.factories) delete_document() (DocuStore method), [1] direct_query() (AiAgent method), [1] (BaseAgentStore method), [1] (ElasticSearchAgentStore method), [1]

document_exists() (DocuStore method), [1] DocuStore (class in aiagent), [1] (class in aiagent.docustore)

E

ElasticSearchAgentStore (class in aiagent.agentstores) (class in aiagent.agentstores.elastic) ElasticSearchSemanticNetworkStore (class in aiagent), [1] (class in aiagent.smnetstores) (class in aiagent.smnetstores.elastic)

ExtendedElasticVectorSearch (class in aiagent.smnetstores.elastic)

F

factoids (NounRelationship attribute), [1], [2] Factory (class in aiagent), [1] (class in aiagent.factories)

FixedPromptTemplate (class in aiagent.prompt) format() (FixedPromptTemplate method) format_user_response_pipeline_processor() (in module aiagent.standard_processors)

G

get_agent_store_factory() (in module aiagent) (in module aiagent.factories) get_device() (AgentEmbeddingsHuggingFace method) get_document() (AiAgent method), [1] (DocuStore method), [1] (ElasticSearchAgentStore method), [1] get_documents() (DocuStore method), [1] get_es() (ElasticSearchAgentStore method), [1] (ElasticSearchSemanticNetworkStore method), [1], [2]

get_factory() (in module aiagent) (in module aiagent.factories) get_prompt() (PromptStore method), [1] get_smnet_store_factory() (in module aiagent) (in module aiagent.factories) get_user_storage() (DocuStore method), [1] getEmailDetails() (Ingestion method), [1]

I

Ingestion (class in aiagent) (class in aiagent.ingestion)

input_variables (FixedPromptTemplate attribute) items (NounList attribute), [1], [2]

J

json_formatter() (in module aiagent.semanticnetwork)

L

listen_forever() (RabbitQueue method), [1] listen_to_queue_until_stopped() (SemanticNetworkQueue method), [1] listenqueue module

load_cal_events() (Ingestion method), [1] load_emails() (Ingestion method), [1] load_text_documents() (Ingestion method), [1] loadCalendarEventPdf() (Ingestion method), [1] loopReadUserInputForQueries() (in module cli)

M

memory (AgentRetrievalQA attribute) module aiagent aiagent.agent aiagent.agentstores aiagent.agentstores.elastic aiagent.analysisprompts aiagent.baseagentstore aiagent.basesmnetstore aiagent.docustore aiagent.embeddings aiagent.factories aiagent.ingestion aiagent.langproc aiagent.models aiagent.models.noun aiagent.pipeline aiagent.prompt aiagent.retrieval aiagent.semanticnetwork aiagent.smnetstores aiagent.smnetstores.elastic aiagent.smnetstores.postgres aiagent.standard_processors aiagent.user cli config configprompts listenqueue

N

n1 (Noun attribute), [1], [2] (NounRelationship attribute), [1], [2] n1_type (Noun attribute), [1], [2] (NounRelationship attribute), [1], [2] n2 (NounRelationship attribute), [1], [2] n2_type (NounRelationship attribute), [1], [2] NaturalLanguageProcessor (class in aiagent), [1] (class in aiagent.langproc)

Noun (class in aiagent), [1] (class in aiagent.models) (class in aiagent.models.noun) NounList (class in aiagent) (class in aiagent.models) (class in aiagent.models.noun) NounRelationship (class in aiagent), [1] (class in aiagent.models) (class in aiagent.models.noun)

P

parse_eml() (Ingestion method), [1] PipelineCommands (class in aiagent.pipeline) PipelineStage (class in aiagent) (class in aiagent.pipeline) PostgresSemanticNetworkStore (class in aiagent), [1] (class in aiagent.smnetstores) (class in aiagent.smnetstores.postgres) process() (ProcessingPipeline method), [1]

process_single_stage() (ProcessingPipeline method), [1] ProcessingPipeline (class in aiagent), [1] (class in aiagent.pipeline) prompt_query() (AiAgent method), [1] (ElasticSearchAgentStore method), [1] PromptStore (class in aiagent), [1] (class in aiagent.prompt) push() (RabbitQueue method), [1] push_document_chunk() (RabbitQueue method), [1]

Q

query() (AiAgent method), [1] (BaseAgentStore method), [1] (BaseSemanticNetworkStore method), [1] (ElasticSearchAgentStore method), [1] (ExtendedElasticVectorSearch method) (PostgresSemanticNetworkStore method), [1], [2] (SemanticNetwork method), [1] (SemanticNetworkQueue method), [1]

query_llm_pipeline_processor() (in module aiagent.standard_processors) query_smnet_pipeline_processor() (in module aiagent.standard_processors)

R

rabbitmqOptions (in module config) RabbitQueue (class in aiagent), [1] (class in aiagent.semanticnetwork)

register() (Factory method), [1] relationship_name (NounRelationship attribute), [1], [2] retriever (AgentRetrievalQA attribute), [1] return_source_documents (AgentRetrievalQA attribute)

S

SemanticNetwork (class in aiagent), [1] (class in aiagent.semanticnetwork) SemanticNetworkQueue (class in aiagent) (class in aiagent.semanticnetwork) setup_agent_llm_chat_gpt() (Ingestion method), [1] setup_llm_storage_pipeline_processor() (in module aiagent.standard_processors)

setup_standard_pipeline_processors() (in module aiagent.standard_processors) setupHuggingFaceLocal() (Ingestion method), [1] split_content() (ElasticSearchAgentStore method), [1] stop_listening() (RabbitQueue method), [1] stop_listening_to_queue() (SemanticNetworkQueue method), [1] successfully_processed() (RabbitQueue method), [1]

T

tags (AgentRetrievalQA attribute) template (FixedPromptTemplate attribute)

template_format (FixedPromptTemplate attribute) text_formatter() (in module aiagent.semanticnetwork) to_text_document() (Ingestion method), [1]

U

UnstructuredEmailStringLoader (class in aiagent.ingestion) update_document_metadata() (DocuStore method), [1]

useLocal (in module config) useUser() (in module cli)

V

validate_template (FixedPromptTemplate attribute)

verbose (AgentRetrievalQA attribute)