Welcome to vd’s documentation!
Contents:
- vd
- Quick start
- Embedding is external
AbstractClientAbstractCollectionAsyncClientAsyncClientWrapperAsyncCollectionAsyncCollectionWrapperBM25IndexBackendNotInstalledErrorClientCollectionDocumentEmbeddingRequiredErrorStaticIndexErrorSupportsBatchSupportsHybridSupportsNativeAsyncTimeIndexedCollectionUnsupportedCapabilityErrorUnsupportedFilterErrorVdErrorWindowSlicebenchmark_insert()benchmark_search()bm25_lexical_search()check_requirements()chunk_documents()chunk_text()clean_text()collection_stats()compare_backends()connect()connect_async()connect_from_config()copy_collection()cosine_similarity()count_docs()create_example_config()deduplicate_results()euclidean_distance()export_collection()export_to_directory()export_to_json()export_to_jsonl()extract_metadata()find_duplicates()find_outliers()get_backend_characteristics()get_backend_info()get_install_instructions()health_check_backend()health_check_collection()hybrid_search()hybrid_search_async()id_and_score()id_only()id_text_score()import_collection()import_from_directory()import_from_json()import_from_jsonl()install_backend()install_command()list_all_backends()list_available_backends()list_backends()load_config()matches_filter()mean_vector()metadata_distribution()migrate_client()migrate_collection()multi_query_search()normalize_document_input()normalize_whitespace()parse_window()print_backends_table()print_comparison()print_recommendation()provider()providers()reciprocal_rank_fusion()recommend_backend()register_backend()sample_collection()save_config()search_similar_to_document()setup_guide()skills_dir()text_only()to_datetime()to_iso()truncate_text()validate_collection()validate_filter()
- vd.analytics
- vd.asynchronous
- vd.backends
- vd.backends._helpers
- vd.backends.chroma
- vd.backends.duckdb
- vd.backends.elasticsearch
- vd.backends.faiss
- vd.backends.lancedb
- vd.backends.memory
- vd.backends.milvus
- vd.backends.mongodb
- vd.backends.pgvector
- vd.backends.pinecone
- vd.backends.qdrant
- vd.backends.redis
- vd.backends.sqlite_vec
- vd.backends.turbopuffer
- vd.backends.weaviate
- vd.base
- vd.cli
- vd.config
- vd.filters
- vd.health
- vd.io
- vd.migration
- vd.providers
compare_backends()get_backend_characteristics()get_backend_info()get_install_instructions()has_adapter()install_command()is_installed()list_all_backends()list_available_backends()print_backends_table()print_comparison()print_recommendation()provider()provider_names()providers()recommend_backend()registry_as_of()
- vd.requirements
- vd.search
- vd.text
- vd.time_indexed
- vd.util
Indices and tables
Release: 0.2.10
Last change: Jun 21, 2026