generative_ai package

Subpackages

• generative_ai.dataset_generation package
  • Submodules
    • generative_ai.dataset_generation.orchestrate_generation module
    • generative_ai.dataset_generation.step_1_generation module
    • generative_ai.dataset_generation.step_2_generation module
    • generative_ai.dataset_generation.utils_generation module
  • Module contents
    • JSONDataset
    • JSONDocument
    • generate_json_dataset
    • generate_member_dataset
    • generate_module_dataset
    • generate_package_dataset
    • generate_raw_datasets
    • get_all_member_details
    • get_all_module_contents
    • get_all_package_contents
    • load_json_dataset
    • store_json_dataset
• generative_ai.information_retrieval package
  • Submodules
    • generative_ai.information_retrieval.orchestrate_retrieval module
    • generative_ai.information_retrieval.step_1_retrieval module
    • generative_ai.information_retrieval.step_2_retrieval module
    • generative_ai.information_retrieval.step_3_retrieval module
    • generative_ai.information_retrieval.utils_retrieval module
  • Module contents
    • CaptureDetailsCallback
    • PipelineType
    • QuantisedModel
    • RetrievalType
    • StandardModel
    • TransformerType
    • configure_language_model
    • create_database_retriever
    • create_document_embedder
    • create_embedding_database
    • create_llm
    • create_vector_store
    • generate_retrieval_chain
    • load_embedding_database
    • load_source_documents
    • load_json_documents
    • partition_documents
    • prepare_question_answer_chain
    • run_question_answer_chain
    • store_embedding_database

Submodules

• generative_ai.top_level module
  • create_database
  • create_dataset
  • get_response
• generative_ai.utils_top_level module
  • Response
    • Response.query
    • Response.answer
    • Response.source_documents
    • Response.used_prompt
    • Response.llm_duration
    • Response.query
    • Response.answer
    • Response.source_documents
    • Response.used_prompt
    • Response.llm_duration
    • Response.model_computed_fields
    • Response.model_config
    • Response.model_fields

Module contents

Define the package metadata and version.