Index

A

AbstractClient (class in vd) (class in vd.base) AbstractCollection (class in vd) (class in vd.base) add_documents() (vd.AbstractCollection method) (vd.AsyncCollectionWrapper method) (vd.asynchronous.AsyncCollectionWrapper method) (vd.base.AbstractCollection method) apply_client_filter() (in module vd.backends._helpers)

apply_env_overrides() (in module vd.config) AsyncClient (class in vd) (class in vd.base) AsyncClientWrapper (class in vd) (class in vd.asynchronous) AsyncCollection (class in vd) (class in vd.base) AsyncCollectionWrapper (class in vd) (class in vd.asynchronous)

B

backend_name (vd.AbstractClient attribute) (vd.backends.memory.MemoryClient attribute) (vd.base.AbstractClient attribute) BackendNotInstalledError, [1] base (vd.time_indexed.TimeIndexedCollection property) (vd.TimeIndexedCollection property) benchmark_insert() (in module vd) (in module vd.health)

benchmark_search() (in module vd) (in module vd.health) bm25_lexical_search() (in module vd) (in module vd.search) BM25Index (class in vd) (class in vd.search)

C

check_requirements() (in module vd) (in module vd.requirements) chunk_documents() (in module vd) (in module vd.text) chunk_text() (in module vd) (in module vd.text) clean_text() (in module vd) (in module vd.text) Client (class in vd) (class in vd.base) client (vd.AbstractClient property) (vd.AsyncClientWrapper property) (vd.asynchronous.AsyncClientWrapper property) (vd.base.AbstractClient property) close() (vd.AbstractClient method) (vd.AsyncClientWrapper method) (vd.asynchronous.AsyncClientWrapper method) (vd.base.AbstractClient method) cmd_backends() (in module vd.cli) cmd_benchmark() (in module vd.cli) cmd_export() (in module vd.cli) cmd_health_check() (in module vd.cli) cmd_import() (in module vd.cli) cmd_install_info() (in module vd.cli) cmd_migrate() (in module vd.cli) cmd_stats() (in module vd.cli) cmd_validate() (in module vd.cli) coerce_metadata() (in module vd.backends._helpers)

Collection (class in vd) (class in vd.base) collection_stats() (in module vd) (in module vd.analytics) compare_backends() (in module vd) (in module vd.providers) connect() (in module vd) (in module vd.util) connect_async() (in module vd) (in module vd.asynchronous) connect_from_config() (in module vd) (in module vd.config) copy_collection() (in module vd) (in module vd.migration) cosine_similarity() (in module vd) (in module vd.util) count() (vd.AsyncCollectionWrapper method) (vd.asynchronous.AsyncCollectionWrapper method) count_docs() (in module vd) (in module vd.time_indexed) create_collection() (vd.AbstractClient method) (vd.AsyncClientWrapper method) (vd.asynchronous.AsyncClientWrapper method) (vd.backends.memory.MemoryClient method) (vd.base.AbstractClient method) (vd.base.Client method) (vd.Client method) create_example_config() (in module vd) (in module vd.config)

D

deduplicate_results() (in module vd) (in module vd.search) delete() (vd.AsyncCollectionWrapper method) (vd.asynchronous.AsyncCollectionWrapper method) delete_collection() (vd.AbstractClient method) (vd.AsyncClientWrapper method) (vd.asynchronous.AsyncClientWrapper method) (vd.backends.memory.MemoryClient method) (vd.base.AbstractClient method) (vd.base.Client method) (vd.Client method)

Document (class in vd) (class in vd.base) DocumentInput (in module vd.base)

E

embed() (vd.AbstractCollection method) (vd.base.AbstractCollection method) EmbeddingRequiredError, [1] euclidean_distance() (in module vd) (in module vd.util) export_collection() (in module vd) (in module vd.io)

export_to_directory() (in module vd) (in module vd.io) export_to_json() (in module vd) (in module vd.io) export_to_jsonl() (in module vd) (in module vd.io) extract_metadata() (in module vd) (in module vd.text)

F

FIELD_OPERATORS (in module vd.filters) find_duplicates() (in module vd) (in module vd.analytics)

find_outliers() (in module vd) (in module vd.analytics)

G

get() (vd.AsyncCollectionWrapper method) (vd.asynchronous.AsyncCollectionWrapper method) get_backend() (in module vd.util) get_backend_characteristics() (in module vd) (in module vd.providers) get_backend_info() (in module vd) (in module vd.providers) get_collection() (vd.AbstractClient method) (vd.AsyncClientWrapper method) (vd.asynchronous.AsyncClientWrapper method) (vd.backends.memory.MemoryClient method) (vd.base.AbstractClient method) (vd.base.Client method) (vd.Client method)

get_install_instructions() (in module vd) (in module vd.providers) get_or_create_collection() (vd.AbstractClient method) (vd.AsyncClientWrapper method) (vd.asynchronous.AsyncClientWrapper method) (vd.base.AbstractClient method) get_profile() (in module vd.config)

H

has_adapter() (in module vd.providers) has_embedder (vd.AbstractCollection property) (vd.base.AbstractCollection property) health_check_backend() (in module vd) (in module vd.health)

health_check_collection() (in module vd) (in module vd.health) hybrid_search() (in module vd) (in module vd.search) hybrid_search_async() (in module vd) (in module vd.asynchronous)

I

id_and_score() (in module vd) (in module vd.util) id_only() (in module vd) (in module vd.util) id_text_score() (in module vd) (in module vd.util) import_collection() (in module vd) (in module vd.io) import_from_directory() (in module vd) (in module vd.io)

import_from_json() (in module vd) (in module vd.io) import_from_jsonl() (in module vd) (in module vd.io) install_backend() (in module vd) (in module vd.requirements) install_command() (in module vd) (in module vd.providers) is_installed() (in module vd.providers)

K

keys() (vd.AsyncCollectionWrapper method) (vd.asynchronous.AsyncCollectionWrapper method)

L

list_all_backends() (in module vd) (in module vd.providers) list_available_backends() (in module vd) (in module vd.providers) list_backends() (in module vd) (in module vd.util) list_collections() (vd.AbstractClient method) (vd.AsyncClientWrapper method) (vd.asynchronous.AsyncClientWrapper method) (vd.backends.memory.MemoryClient method) (vd.base.AbstractClient method) (vd.base.Client method) (vd.Client method)

load_config() (in module vd) (in module vd.config) load_toml_config() (in module vd.config) load_yaml_config() (in module vd.config) LOGICAL_OPERATORS (in module vd.filters)

M

main() (in module vd.cli) matches_filter() (in module vd) (in module vd.filters) mean_vector() (in module vd) (in module vd.time_indexed) (in module vd.util) MemoryClient (class in vd.backends.memory) MemoryCollection (class in vd.backends.memory) metadata_distribution() (in module vd) (in module vd.analytics) METRICS (in module vd.base) migrate_client() (in module vd) (in module vd.migration) migrate_collection() (in module vd) (in module vd.migration) module vd vd.analytics vd.asynchronous vd.backends vd.backends._helpers vd.backends.memory vd.base vd.cli vd.config vd.filters vd.health vd.io vd.migration vd.providers vd.requirements vd.search vd.text vd.time_indexed vd.util

multi_query_search() (in module vd) (in module vd.search)

N

native (vd.AbstractCollection property) (vd.AsyncCollectionWrapper property) (vd.asynchronous.AsyncCollectionWrapper property) (vd.backends.memory.MemoryCollection property) (vd.base.AbstractCollection property) native_async (vd.AsyncClientWrapper attribute) (vd.AsyncCollectionWrapper attribute), [1] (vd.asynchronous.AsyncClientWrapper attribute) (vd.asynchronous.AsyncCollectionWrapper attribute), [1]

normalize_document_input() (in module vd) (in module vd.util) normalize_whitespace() (in module vd) (in module vd.text)

O

OVERFETCH_FACTOR (in module vd.backends._helpers)

overfetch_limit() (in module vd.backends._helpers)

P

parse_window() (in module vd) (in module vd.time_indexed) print_backends_table() (in module vd) (in module vd.providers) print_comparison() (in module vd) (in module vd.providers)

print_recommendation() (in module vd) (in module vd.providers) provider() (in module vd) (in module vd.providers) provider_names() (in module vd.providers) providers() (in module vd) (in module vd.providers)

Q

query_window() (vd.time_indexed.TimeIndexedCollection method) (vd.TimeIndexedCollection method)

R

reciprocal_rank_fusion() (in module vd) (in module vd.search) recommend_backend() (in module vd) (in module vd.providers)

register_backend() (in module vd) (in module vd.util) registry_as_of() (in module vd.providers) reindex() (vd.time_indexed.TimeIndexedCollection method) (vd.TimeIndexedCollection method)

S

sample_collection() (in module vd) (in module vd.analytics) save_config() (in module vd) (in module vd.config) score_from_distance() (in module vd.backends._helpers) search() (vd.AbstractCollection method) (vd.AsyncCollectionWrapper method) (vd.asynchronous.AsyncCollectionWrapper method) (vd.base.AbstractCollection method) (vd.base.Collection method) (vd.BM25Index method) (vd.Collection method) (vd.search.BM25Index method) search_similar_to_document() (in module vd) (in module vd.search) search_window() (vd.time_indexed.TimeIndexedCollection method) (vd.TimeIndexedCollection method) search_with_feedback() (in module vd.search) set() (vd.AsyncCollectionWrapper method) (vd.asynchronous.AsyncCollectionWrapper method)

setup_guide() (in module vd) (in module vd.requirements) skills_dir() (in module vd) StaticIndexError, [1] SUPPORTED_FILTER_OPERATORS (in module vd.filters) supported_filter_operators (vd.AbstractCollection attribute) (vd.backends.memory.MemoryCollection attribute) (vd.base.AbstractCollection attribute) supports_incremental_writes (vd.AbstractCollection attribute) (vd.base.AbstractCollection attribute) SupportsBatch (class in vd) (class in vd.base) SupportsHybrid (class in vd) (class in vd.asynchronous) (class in vd.base) SupportsNativeAsync (class in vd) (class in vd.base) sync (vd.AsyncClientWrapper property) (vd.AsyncCollectionWrapper property) (vd.asynchronous.AsyncClientWrapper property) (vd.asynchronous.AsyncCollectionWrapper property)

T

text_only() (in module vd) (in module vd.util) time_range() (vd.time_indexed.TimeIndexedCollection method) (vd.TimeIndexedCollection method) TimeIndexedCollection (class in vd) (class in vd.time_indexed)

to_datetime() (in module vd) (in module vd.time_indexed) to_iso() (in module vd) (in module vd.time_indexed) truncate_text() (in module vd) (in module vd.text)

U

UnsupportedCapabilityError, [1] UnsupportedFilterError, [1] upsert() (vd.AbstractCollection method) (vd.AsyncCollectionWrapper method) (vd.asynchronous.AsyncCollectionWrapper method) (vd.base.AbstractCollection method)

V

validate_collection() (in module vd) (in module vd.analytics) validate_filter() (in module vd) (in module vd.filters) vd module vd.analytics module vd.asynchronous module vd.backends module vd.backends._helpers module vd.backends.memory module vd.base module vd.cli module vd.config module

vd.filters module vd.health module vd.io module vd.migration module vd.providers module vd.requirements module vd.search module vd.text module vd.time_indexed module vd.util module VdError, [1]

W

window_iter() (vd.time_indexed.TimeIndexedCollection method) (vd.TimeIndexedCollection method)

WindowSlice (class in vd) (class in vd.time_indexed)