ask_youtube_playlists package

Subpackages

• ask_youtube_playlists.data_processing package
  • Submodules
  • ask_youtube_playlists.data_processing.create_documents module
    • extract_documents_from_list_of_dicts()
    • get_documents_from_directory()
  • ask_youtube_playlists.data_processing.create_embeddings module
    • EmbeddingModelSpec
      • EmbeddingModelSpec.model_name
      • EmbeddingModelSpec.model_type
      • EmbeddingModelSpec.max_seq_length
      • EmbeddingModelSpec.max_seq_length
      • EmbeddingModelSpec.model_name
      • EmbeddingModelSpec.model_type
    • create_embeddings_pipeline()
    • create_vectorstore()
    • get_embedding_model()
    • get_embedding_spec()
    • load_embeddings()
    • load_hyperparams()
    • load_vectorstore()
    • save_json()
    • save_vectorstore()
  • ask_youtube_playlists.data_processing.download_transcripts module
    • create_chunked_data()
    • download_playlist()
    • download_transcript()
  • ask_youtube_playlists.data_processing.utils module
    • get_available_directories()
    • get_device()
    • is_youtube_playlist()
  • Module contents
• ask_youtube_playlists.question_answering package
  • Submodules
  • ask_youtube_playlists.question_answering.extractive module
    • get_extractive_answer()
  • ask_youtube_playlists.question_answering.generative module
    • LLMSpec
      • LLMSpec.model_name
      • LLMSpec.model_type
      • LLMSpec.max_tokens
      • LLMSpec.model_name
      • LLMSpec.model_type
    • get_generative_answer()
    • get_model_spec()
    • load_model()
  • ask_youtube_playlists.question_answering.retriever module
    • DocumentInfo
      • DocumentInfo.document
      • DocumentInfo.score
      • DocumentInfo.playlist_name
      • DocumentInfo.document
      • DocumentInfo.playlist_name
      • DocumentInfo.score
    • Retriever
      • Retriever.cosine_distance()
      • Retriever.retrieve()
      • Retriever.retrieve_from_playlist()
      • Retriever.total_number_of_documents
  • Module contents

Module contents