Index

_

__init__() (wdoc.utils.customs.binary_faiss_vectorstore.BinaryFAISS method) (wdoc.utils.misc.ChonkieSemanticSplitter method) (wdoc.wdoc.wdoc method)

A

aclear() (wdoc.utils.customs.fix_llm_caching.SQLiteCacheFixed method) afrom_texts() (wdoc.utils.customs.binary_faiss_vectorstore.BinaryFAISS class method) allowed_extra_args (wdoc.wdoc.wdoc attribute)

alookup() (wdoc.utils.customs.fix_llm_caching.SQLiteCacheFixed method) ask_user() (in module wdoc.utils.interact) aupdate() (wdoc.utils.customs.fix_llm_caching.SQLiteCacheFixed method) autoincrease_top_k() (in module wdoc.utils.tasks.query)

B

BinaryFAISS (class in wdoc.utils.customs.binary_faiss_vectorstore)

C

check_docs_tkn_length() (in module wdoc.utils.misc) check_intermediate_answer() (in module wdoc.utils.tasks.query) check_kwargs() (in module wdoc.utils.env) ChonkieSemanticSplitter (class in wdoc.utils.misc) clear() (wdoc.utils.customs.fix_llm_caching.SQLiteCacheFixed method) cloze_stripper() (in module wdoc.utils.loaders.anki) collate_relevant_intermediate_answers() (in module wdoc.utils.tasks.query) CompressedFAISS (class in wdoc.utils.customs.binary_faiss_vectorstore)

convert_verbose_json_to_timestamped_text() (in module wdoc.utils.loaders.shared_audio) create_content_filter() (in module wdoc.utils.filters) create_embeddings() (in module wdoc.utils.embeddings) create_evaluate_doc_chain() (in module wdoc.utils.tasks.shared_query_search) create_metadata_filter() (in module wdoc.utils.filters) create_multiquery_retriever() (in module wdoc.utils.retrievers) create_parent_retriever() (in module wdoc.utils.retrievers) create_retrievers() (in module wdoc.utils.retrievers)

E

embed_documents() (wdoc.utils.customs.litellm_embeddings.LiteLLMEmbeddings method) embed_query() (wdoc.utils.customs.litellm_embeddings.LiteLLMEmbeddings method)

enable_prompt_caching() (wdoc.utils.prompts.Prompts_class method) EnvDataclass (class in wdoc.utils.env) ExpandedQuery (class in wdoc.utils.prompts)

F

faiss_custom_score_function() (in module wdoc.utils.embeddings)

filter_vectorstore() (in module wdoc.utils.filters) from_texts() (wdoc.utils.customs.binary_faiss_vectorstore.BinaryFAISS class method)

G

get() (wdoc.utils.tasks.summarize.wdocSummary method) get_all_texts() (in module wdoc.utils.retrievers) get_completions() (wdoc.utils.interact.SettingsCompleter method) get_openrouter_metadata() (in module wdoc.utils.misc)

get_piped_input() (in module wdoc.utils.misc) get_splitter() (in module wdoc.utils.misc) get_toolbar_text() (in module wdoc.utils.interact) get_url_title() (in module wdoc.utils.loaders.shared)

H

html_to_text() (in module wdoc.utils.misc)

I

infer_filetype() (in module wdoc.utils.batch_file_loader) interaction_settings (wdoc.wdoc.wdoc property)

InvalidDocEvaluationByLLMEval is_timecode() (in module wdoc.utils.loaders.shared_audio) items() (wdoc.utils.tasks.summarize.wdocSummary method)

K

keys() (wdoc.utils.tasks.summarize.wdocSummary method)

L

language_detector() (in module wdoc.utils.misc) LiteLLMEmbeddings (class in wdoc.utils.customs.litellm_embeddings) load() (wdoc.utils.loaders.pdf.OpenparseDocumentParser method) load_anki() (in module wdoc.utils.loaders.anki) load_embeddings_engine() (in module wdoc.utils.embeddings) load_local() (wdoc.utils.customs.binary_faiss_vectorstore.CompressedFAISS class method)

load_pdf() (in module wdoc.utils.loaders.pdf) load_string() (in module wdoc.utils.loaders.string) load_text() (in module wdoc.utils.loaders.text) load_txt() (in module wdoc.utils.loaders.txt) log_and_time_fn() (in module wdoc.utils.misc) lookup() (wdoc.utils.customs.fix_llm_caching.SQLiteCacheFixed method)

M

max_marginal_relevance_search_with_score_by_vector() (wdoc.utils.customs.binary_faiss_vectorstore.BinaryFAISS method) md_shorten_image_name() (in module wdoc.utils.loaders.url) MissingDocdictArguments model_config (wdoc.utils.prompts.ExpandedQuery attribute) module wdoc wdoc.utils wdoc.utils.batch_file_loader wdoc.utils.customs wdoc.utils.customs.binary_faiss_vectorstore wdoc.utils.customs.compressed_embeddings_cacher wdoc.utils.customs.fix_llm_caching wdoc.utils.customs.litellm_embeddings wdoc.utils.embeddings wdoc.utils.env wdoc.utils.errors wdoc.utils.filters wdoc.utils.interact wdoc.utils.llm wdoc.utils.load_recursive wdoc.utils.loaders wdoc.utils.loaders.anki wdoc.utils.loaders.epub wdoc.utils.loaders.json_dict wdoc.utils.loaders.local_html wdoc.utils.loaders.online_pdf wdoc.utils.loaders.pdf wdoc.utils.loaders.powerpoint wdoc.utils.loaders.shared wdoc.utils.loaders.shared_audio wdoc.utils.loaders.string wdoc.utils.loaders.text wdoc.utils.loaders.txt wdoc.utils.loaders.url wdoc.utils.loaders.word wdoc.utils.logger wdoc.utils.misc wdoc.utils.prompts wdoc.utils.retrievers wdoc.utils.tasks wdoc.utils.tasks.parse wdoc.utils.tasks.query wdoc.utils.tasks.search wdoc.utils.tasks.shared_query_search wdoc.utils.tasks.summarize wdoc.utils.tasks.types wdoc.wdoc

N

new_aembedding_function() (wdoc.utils.customs.binary_faiss_vectorstore.BinaryFAISS method)

new_embedding_function() (wdoc.utils.customs.binary_faiss_vectorstore.BinaryFAISS method) nonempty_queries() (wdoc.utils.prompts.ExpandedQuery class method)

O

on_agent_action() (wdoc.utils.llm.PriceCountingCallback method) on_agent_finish() (wdoc.utils.llm.PriceCountingCallback method) on_chain_end() (wdoc.utils.llm.PriceCountingCallback method) on_chain_error() (wdoc.utils.llm.PriceCountingCallback method) on_chain_start() (wdoc.utils.llm.PriceCountingCallback method) on_chat_model_start() (wdoc.utils.llm.PriceCountingCallback method) on_llm_end() (wdoc.utils.llm.PriceCountingCallback method) on_llm_error() (wdoc.utils.llm.PriceCountingCallback method)

on_llm_new_token() (wdoc.utils.llm.PriceCountingCallback method) on_llm_start() (wdoc.utils.llm.PriceCountingCallback method) on_text() (wdoc.utils.llm.PriceCountingCallback method) on_tool_end() (wdoc.utils.llm.PriceCountingCallback method) on_tool_error() (wdoc.utils.llm.PriceCountingCallback method) on_tool_start() (wdoc.utils.llm.PriceCountingCallback method) OpenparseDocumentParser (class in wdoc.utils.loaders.pdf) optional_strip_unexp_args() (in module wdoc.utils.misc)

P

parse_ddg_search() (in module wdoc.utils.load_recursive) parse_doc() (in module wdoc.utils.tasks.parse) (wdoc.wdoc.wdoc static method) parse_eval_output() (in module wdoc.utils.tasks.query) parse_json_entries() (in module wdoc.utils.load_recursive) parse_link_file() (in module wdoc.utils.load_recursive) parse_recursive_paths() (in module wdoc.utils.load_recursive)

parse_toml_entries() (in module wdoc.utils.load_recursive) parse_youtube_playlist() (in module wdoc.utils.load_recursive) pbar_chain() (in module wdoc.utils.tasks.query) pbar_closer() (in module wdoc.utils.tasks.query) PriceCountingCallback (class in wdoc.utils.llm) process_vtt_content_for_llm() (in module wdoc.utils.loaders.shared_audio) Prompts_class (class in wdoc.utils.prompts)

Q

query_task() (wdoc.wdoc.wdoc method)

R

remove_thoughts() (wdoc.utils.prompts.ExpandedQuery class method) replace_media() (in module wdoc.utils.loaders.anki)

retrieve_documents_for_query() (in module wdoc.utils.tasks.query) retrieve_documents_for_search() (in module wdoc.utils.tasks.search)

S

save_local() (wdoc.utils.customs.binary_faiss_vectorstore.CompressedFAISS method) search_task() (wdoc.wdoc.wdoc method) seconds_to_timecode() (in module wdoc.utils.loaders.shared_audio) semantic_batching() (in module wdoc.utils.tasks.query) SettingsCompleter (class in wdoc.utils.interact) setup_cli_logging() (in module wdoc.utils.logger) show_help() (in module wdoc.utils.interact) sieve_documents() (in module wdoc.utils.tasks.query)

similarity_search_with_score_by_vector() (wdoc.utils.customs.binary_faiss_vectorstore.BinaryFAISS method) source_replace() (in module wdoc.utils.tasks.query) split_query_parts() (in module wdoc.utils.tasks.shared_query_search) split_text() (wdoc.utils.misc.ChonkieSemanticSplitter method) split_too_large_audio() (in module wdoc.utils.loaders.shared_audio) SQLiteCacheFixed (class in wdoc.utils.customs.fix_llm_caching) summarize_documents() (in module wdoc.utils.tasks.summarize) summary_task() (wdoc.wdoc.wdoc method)

T

test_embeddings() (in module wdoc.utils.embeddings) timecode_to_second() (in module wdoc.utils.loaders.shared_audio)

TimeoutPdfLoaderError transform_documents() (wdoc.utils.misc.ChonkieSemanticSplitter method)

U

UnexpectedDocDictArgument

update() (wdoc.utils.customs.fix_llm_caching.SQLiteCacheFixed method)

V

values() (wdoc.utils.tasks.summarize.wdocSummary method)

VERSION (wdoc.wdoc.wdoc attribute)

W

wdoc module wdoc (class in wdoc.wdoc) wdoc.utils module wdoc.utils.batch_file_loader module wdoc.utils.customs module wdoc.utils.customs.binary_faiss_vectorstore module wdoc.utils.customs.compressed_embeddings_cacher module wdoc.utils.customs.fix_llm_caching module wdoc.utils.customs.litellm_embeddings module wdoc.utils.embeddings module wdoc.utils.env module wdoc.utils.errors module wdoc.utils.filters module wdoc.utils.interact module wdoc.utils.llm module wdoc.utils.load_recursive module wdoc.utils.loaders module wdoc.utils.loaders.anki module wdoc.utils.loaders.epub module wdoc.utils.loaders.json_dict module wdoc.utils.loaders.local_html module wdoc.utils.loaders.online_pdf module wdoc.utils.loaders.pdf module wdoc.utils.loaders.powerpoint module wdoc.utils.loaders.shared module wdoc.utils.loaders.shared_audio module wdoc.utils.loaders.string module wdoc.utils.loaders.text module wdoc.utils.loaders.txt module wdoc.utils.loaders.url module wdoc.utils.loaders.word module wdoc.utils.logger module wdoc.utils.misc module wdoc.utils.prompts module

wdoc.utils.retrievers module wdoc.utils.tasks module wdoc.utils.tasks.parse module wdoc.utils.tasks.query module wdoc.utils.tasks.search module wdoc.utils.tasks.shared_query_search module wdoc.utils.tasks.summarize module wdoc.utils.tasks.types module wdoc.wdoc module WDOC_ALLOW_NO_PRICE (wdoc.utils.env.EnvDataclass attribute) WDOC_APPLY_ASYNCIO_PATCH (wdoc.utils.env.EnvDataclass attribute) WDOC_BEHAVIOR_EXCL_INCL_USELESS (wdoc.utils.env.EnvDataclass attribute) WDOC_CONTINUE_ON_INVALID_EVAL (wdoc.utils.env.EnvDataclass attribute) WDOC_DEBUG (wdoc.utils.env.EnvDataclass attribute) WDOC_DEBUGGER (wdoc.utils.env.EnvDataclass attribute) WDOC_DEFAULT_EMBED_DIMENSION (wdoc.utils.env.EnvDataclass attribute) WDOC_DEFAULT_EMBED_MODEL (wdoc.utils.env.EnvDataclass attribute) WDOC_DEFAULT_MODEL (wdoc.utils.env.EnvDataclass attribute) WDOC_DEFAULT_QUERY_EVAL_MODEL (wdoc.utils.env.EnvDataclass attribute) WDOC_DISABLE_EMBEDDINGS_CACHE (wdoc.utils.env.EnvDataclass attribute) WDOC_DUMMY_ENV_VAR (wdoc.utils.env.EnvDataclass attribute) WDOC_EMBED_TESTING (wdoc.utils.env.EnvDataclass attribute) WDOC_EMPTY_LOADER (wdoc.utils.env.EnvDataclass attribute) WDOC_EXPIRE_CACHE_DAYS (wdoc.utils.env.EnvDataclass attribute) WDOC_FAISS_BINARY (wdoc.utils.env.EnvDataclass attribute) WDOC_FAISS_COMPRESSION (wdoc.utils.env.EnvDataclass attribute) WDOC_IMPORT_TYPE (wdoc.utils.env.EnvDataclass attribute) WDOC_IN_DOCKER (wdoc.utils.env.EnvDataclass attribute) WDOC_INTERMEDIATE_ANSWER_MAX_TOKENS (wdoc.utils.env.EnvDataclass attribute) WDOC_LANGFUSE_HOST (wdoc.utils.env.EnvDataclass attribute) WDOC_LANGFUSE_PUBLIC_KEY (wdoc.utils.env.EnvDataclass attribute) WDOC_LANGFUSE_SECRET_KEY (wdoc.utils.env.EnvDataclass attribute) WDOC_LITELLM_TAGS (wdoc.utils.env.EnvDataclass attribute) WDOC_LITELLM_USER (wdoc.utils.env.EnvDataclass attribute) WDOC_LLM_MAX_CONCURRENCY (wdoc.utils.env.EnvDataclass attribute) WDOC_LLM_REQUEST_TIMEOUT (wdoc.utils.env.EnvDataclass attribute) WDOC_LOADER_LAZY_LOADING (wdoc.utils.env.EnvDataclass attribute) WDOC_MAX_CHUNK_SIZE (wdoc.utils.env.EnvDataclass attribute) WDOC_MAX_EMBED_CONTEXT (wdoc.utils.env.EnvDataclass attribute) WDOC_MAX_LOADER_TIMEOUT (wdoc.utils.env.EnvDataclass attribute) WDOC_MAX_PDF_LOADER_TIMEOUT (wdoc.utils.env.EnvDataclass attribute) WDOC_MOD_FAISS_SCORE_FN (wdoc.utils.env.EnvDataclass attribute) WDOC_NO_MODELNAME_MATCHING (wdoc.utils.env.EnvDataclass attribute) WDOC_OPEN_ANKI (wdoc.utils.env.EnvDataclass attribute) WDOC_PRIVATE_MODE (wdoc.utils.env.EnvDataclass attribute) WDOC_SEMANTIC_BATCH_MAX_TOKEN_SIZE (wdoc.utils.env.EnvDataclass attribute) WDOC_STRICT_DOCDICT (wdoc.utils.env.EnvDataclass attribute) WDOC_TYPECHECKING (wdoc.utils.env.EnvDataclass attribute) WDOC_VERBOSE (wdoc.utils.env.EnvDataclass attribute) WDOC_WHISPER_API_KEY (wdoc.utils.env.EnvDataclass attribute) WDOC_WHISPER_ENDPOINT (wdoc.utils.env.EnvDataclass attribute) WDOC_WHISPER_MODEL (wdoc.utils.env.EnvDataclass attribute) WDOC_WHISPER_PARALLEL_SPLITS (wdoc.utils.env.EnvDataclass attribute) wdocSummary (class in wdoc.utils.tasks.summarize) wrapped_model_name_matcher() (in module wdoc.utils.misc) wrapper_load_one_doc() (in module wdoc.utils.loaders)