Index

A

ask_youtube_playlists module ask_youtube_playlists.data_processing module ask_youtube_playlists.data_processing.create_documents module ask_youtube_playlists.data_processing.create_embeddings module ask_youtube_playlists.data_processing.download_transcripts module

ask_youtube_playlists.data_processing.utils module ask_youtube_playlists.question_answering module ask_youtube_playlists.question_answering.extractive module ask_youtube_playlists.question_answering.generative module ask_youtube_playlists.question_answering.retriever module

C

cosine_distance() (ask_youtube_playlists.question_answering.retriever.Retriever static method) create_chunked_data() (in module ask_youtube_playlists.data_processing.download_transcripts)

create_embeddings_pipeline() (in module ask_youtube_playlists.data_processing.create_embeddings) create_vectorstore() (in module ask_youtube_playlists.data_processing.create_embeddings)

D

document (ask_youtube_playlists.question_answering.retriever.DocumentInfo attribute), [1] DocumentInfo (class in ask_youtube_playlists.question_answering.retriever)

download_playlist() (in module ask_youtube_playlists.data_processing.download_transcripts) download_transcript() (in module ask_youtube_playlists.data_processing.download_transcripts)

E

EmbeddingModelSpec (class in ask_youtube_playlists.data_processing.create_embeddings)

extract_documents_from_list_of_dicts() (in module ask_youtube_playlists.data_processing.create_documents)

G

get_available_directories() (in module ask_youtube_playlists.data_processing.utils) get_device() (in module ask_youtube_playlists.data_processing.utils) get_documents_from_directory() (in module ask_youtube_playlists.data_processing.create_documents) get_embedding_model() (in module ask_youtube_playlists.data_processing.create_embeddings)

get_embedding_spec() (in module ask_youtube_playlists.data_processing.create_embeddings) get_extractive_answer() (in module ask_youtube_playlists.question_answering.extractive) get_generative_answer() (in module ask_youtube_playlists.question_answering.generative) get_model_spec() (in module ask_youtube_playlists.question_answering.generative)

I

is_youtube_playlist() (in module ask_youtube_playlists.data_processing.utils)

L

LLMSpec (class in ask_youtube_playlists.question_answering.generative) load_embeddings() (in module ask_youtube_playlists.data_processing.create_embeddings)

load_hyperparams() (in module ask_youtube_playlists.data_processing.create_embeddings) load_model() (in module ask_youtube_playlists.question_answering.generative) load_vectorstore() (in module ask_youtube_playlists.data_processing.create_embeddings)

M

max_seq_length (ask_youtube_playlists.data_processing.create_embeddings.EmbeddingModelSpec attribute), [1] max_tokens (ask_youtube_playlists.question_answering.generative.LLMSpec attribute) model_name (ask_youtube_playlists.data_processing.create_embeddings.EmbeddingModelSpec attribute), [1] (ask_youtube_playlists.question_answering.generative.LLMSpec attribute), [1] model_type (ask_youtube_playlists.data_processing.create_embeddings.EmbeddingModelSpec attribute), [1] (ask_youtube_playlists.question_answering.generative.LLMSpec attribute), [1] module ask_youtube_playlists ask_youtube_playlists.data_processing ask_youtube_playlists.data_processing.create_documents ask_youtube_playlists.data_processing.create_embeddings ask_youtube_playlists.data_processing.download_transcripts ask_youtube_playlists.data_processing.utils ask_youtube_playlists.question_answering ask_youtube_playlists.question_answering.extractive ask_youtube_playlists.question_answering.generative ask_youtube_playlists.question_answering.retriever

P

playlist_name (ask_youtube_playlists.question_answering.retriever.DocumentInfo attribute), [1]

R

retrieve() (ask_youtube_playlists.question_answering.retriever.Retriever class method)

retrieve_from_playlist() (ask_youtube_playlists.question_answering.retriever.Retriever method) Retriever (class in ask_youtube_playlists.question_answering.retriever)

S

save_json() (in module ask_youtube_playlists.data_processing.create_embeddings)

save_vectorstore() (in module ask_youtube_playlists.data_processing.create_embeddings) score (ask_youtube_playlists.question_answering.retriever.DocumentInfo attribute), [1]

T

total_number_of_documents (ask_youtube_playlists.question_answering.retriever.Retriever property)