Index

A

add_documents() (ChromaVectorStore method) (ElasticsearchVectorStore method) add_local_metric_definition() (WatsonxCustomMetric method)

add_metric_definition() (WatsonxCustomMetric method) add_observer_instance() (WatsonxCustomMetric method) add_prompt_observer() (WatsonxExternalPromptObserver method) (WatsonxPromptObserver method)

B

BaseDocument (class in beekeeper.core.document) beekeeper.core.document module beekeeper.core.evaluation.context_similarity module beekeeper.core.prompts.base module beekeeper.core.readers.directory module beekeeper.core.text_chunkers.semantic module beekeeper.core.text_chunkers.sentence module beekeeper.core.text_chunkers.token module beekeeper.embeddings.huggingface module beekeeper.embeddings.watsonx module beekeeper.llms.litellm module

beekeeper.readers.docling.base module beekeeper.readers.file.docx module beekeeper.readers.file.html module beekeeper.readers.file.json module beekeeper.readers.file.pdf module beekeeper.readers.ibm_cos module beekeeper.readers.watson_discovery module beekeeper.retrievers.watson_discovery module beekeeper.vector_stores.chroma module beekeeper.vector_stores.elasticsearch module

C

chat_completion() (LiteLLM method) ChromaVectorStore (class in beekeeper.vector_stores.chroma)

CloudPakforDataCredentials (class in beekeeper.observers.watsonx) completion() (LiteLLM method) ContextSimilarityEvaluator (class in beekeeper.core.evaluation.context_similarity)

D

delete_documents() (ChromaVectorStore method) (ElasticsearchVectorStore method) DirectoryReader (class in beekeeper.core.readers.directory)

DoclingReader (class in beekeeper.readers.docling.base) Document (class in beekeeper.core.document) DocxReader (class in beekeeper.readers.file.docx)

E

ElasticsearchVectorStore (class in beekeeper.vector_stores.elasticsearch)

evaluate() (ContextSimilarityEvaluator method)

F

format() (PromptTemplate method) from_documents() (SemanticChunker method) (SentenceChunker method) (TokenTextChunker method)

from_text() (SemanticChunker method) (SentenceChunker method) (TokenTextChunker method)

G

get_all_documents() (ChromaVectorStore method) (ElasticsearchVectorStore method) get_content() (BaseDocument method) (Document method) get_documents_embedding() (HuggingFaceEmbedding method) (WatsonxEmbedding method)

get_embedding() (BaseDocument method) get_metadata() (BaseDocument method) get_text_embedding() (HuggingFaceEmbedding method) (WatsonxEmbedding method) get_texts_embedding() (HuggingFaceEmbedding method) (WatsonxEmbedding method)

H

hash (BaseDocument property) (Document property)

HTMLReader (class in beekeeper.readers.file.html) HuggingFaceEmbedding (class in beekeeper.embeddings.huggingface)

I

IBMCOSReader (class in beekeeper.readers.ibm_cos)

IngestionFlow (class in beekeeper.core.flows) IntegratedSystemCredentials (class in beekeeper.observers.watsonx)

J

JSONReader (class in beekeeper.readers.file.json)

L

list_local_metrics() (WatsonxCustomMetric method) LiteLLM (class in beekeeper.llms.litellm) load_data() (DirectoryReader method) (DoclingReader method) (DocxReader method) (HTMLReader method) (IBMCOSReader method) (JSONReader method) (PDFReader method) (WatsonDiscoveryReader method)

M

module beekeeper.core.document beekeeper.core.evaluation.context_similarity beekeeper.core.prompts.base beekeeper.core.readers.directory beekeeper.core.text_chunkers.semantic beekeeper.core.text_chunkers.sentence beekeeper.core.text_chunkers.token beekeeper.embeddings.huggingface beekeeper.embeddings.watsonx beekeeper.llms.litellm beekeeper.readers.docling.base beekeeper.readers.file.docx beekeeper.readers.file.html beekeeper.readers.file.json beekeeper.readers.file.pdf beekeeper.readers.ibm_cos beekeeper.readers.watson_discovery beekeeper.retrievers.watson_discovery beekeeper.vector_stores.chroma beekeeper.vector_stores.elasticsearch

P

PDFReader (class in beekeeper.readers.file.pdf) PromptTemplate (class in beekeeper.core.prompts.base)

publish_local_metrics() (WatsonxCustomMetric method) publish_metrics() (WatsonxCustomMetric method)

R

run() (IngestionFlow method)

S

search_documents() (ChromaVectorStore method) (ElasticsearchVectorStore method) (WatsonDiscoveryRetriever method)

SemanticChunker (class in beekeeper.core.text_chunkers.semantic) SentenceChunker (class in beekeeper.core.text_chunkers.sentence) store_payload_records() (WatsonxExternalPromptObserver method) (WatsonxPromptObserver method)

T

text_completion() (LiteLLM method)

TokenTextChunker (class in beekeeper.core.text_chunkers.token)

W

WatsonDiscoveryReader (class in beekeeper.readers.watson_discovery) WatsonDiscoveryRetriever (class in beekeeper.retrievers.watson_discovery) WatsonxCustomMetric (class in beekeeper.observers.watsonx) WatsonxEmbedding (class in beekeeper.embeddings.watsonx)

WatsonxExternalPromptObserver (class in beekeeper.observers.watsonx) WatsonxLocalMetric (class in beekeeper.observers.watsonx) WatsonxMetric (class in beekeeper.observers.watsonx) WatsonxMetricThreshold (class in beekeeper.observers.watsonx) WatsonxPromptObserver (class in beekeeper.observers.watsonx)