Index

_

__init__() (pyseekdb.utils.embedding_functions.AmazonBedrockEmbeddingFunction method) (pyseekdb.utils.embedding_functions.BM25SparseEmbeddingFunction method) (pyseekdb.utils.embedding_functions.CohereEmbeddingFunction method) (pyseekdb.utils.embedding_functions.GoogleVertexEmbeddingFunction method) (pyseekdb.utils.embedding_functions.HuggingFaceSparseEmbeddingFunction method) (pyseekdb.utils.embedding_functions.JinaEmbeddingFunction method) (pyseekdb.utils.embedding_functions.LiteLLMBaseEmbeddingFunction method) (pyseekdb.utils.embedding_functions.MistralEmbeddingFunction method) (pyseekdb.utils.embedding_functions.MorphEmbeddingFunction method) (pyseekdb.utils.embedding_functions.OllamaEmbeddingFunction method) (pyseekdb.utils.embedding_functions.OnnxEmbeddingFunction method) (pyseekdb.utils.embedding_functions.OpenAIBaseEmbeddingFunction method) (pyseekdb.utils.embedding_functions.OpenAIEmbeddingFunction method) (pyseekdb.utils.embedding_functions.QwenEmbeddingFunction method) (pyseekdb.utils.embedding_functions.SentenceTransformerEmbeddingFunction method) (pyseekdb.utils.embedding_functions.SiliconflowEmbeddingFunction method) (pyseekdb.utils.embedding_functions.TencentHunyuanEmbeddingFunction method) (pyseekdb.utils.embedding_functions.Text2VecEmbeddingFunction method) (pyseekdb.utils.embedding_functions.VoyageaiEmbeddingFunction method)

A

add() (pyseekdb.Collection method) (pyseekdb.Namespace method) AdminAPI (class in pyseekdb)

AdminClient() (in module pyseekdb) AmazonBedrockEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1] analyzer (pyseekdb.FulltextIndexConfig attribute)

B

BaseClient (class in pyseekdb) BaseConnection (class in pyseekdb) BengProperties (class in pyseekdb) BM25SparseEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1] bq_bits_query (pyseekdb.HNSWConfiguration attribute) bq_use_fht (pyseekdb.HNSWConfiguration attribute) build (pyseekdb.Version property) build_from_config() (pyseekdb.DefaultEmbeddingFunction static method) (pyseekdb.SparseEmbeddingFunction static method) (pyseekdb.SparseEmbeddingFunctionRegistry class method) (pyseekdb.utils.embedding_functions.AmazonBedrockEmbeddingFunction static method), [1] (pyseekdb.utils.embedding_functions.BM25SparseEmbeddingFunction static method), [1] (pyseekdb.utils.embedding_functions.CohereEmbeddingFunction static method), [1] (pyseekdb.utils.embedding_functions.HuggingFaceSparseEmbeddingFunction static method), [1] (pyseekdb.utils.embedding_functions.JinaEmbeddingFunction static method), [1] (pyseekdb.utils.embedding_functions.Text2VecEmbeddingFunction static method), [1]

C

centroids_fresh_mode (pyseekdb.IVFConfiguration attribute) client (pyseekdb.Collection property) Client() (in module pyseekdb) ClientAPI (class in pyseekdb) CohereEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1] Collection (class in pyseekdb) collection (pyseekdb.Namespace property) Configuration (class in pyseekdb) count() (pyseekdb.Collection method) (pyseekdb.Namespace method)

count_collection() (pyseekdb.BaseClient method) create_collection() (pyseekdb.BaseClient method) (pyseekdb.ClientAPI method) create_database() (pyseekdb.AdminAPI method) (pyseekdb.BaseClient method) (pyseekdb.RemoteServerClient method) create_index() (pyseekdb.Schema method) create_namespace() (pyseekdb.Collection method)

D

Database (class in pyseekdb) DefaultEmbeddingFunction (class in pyseekdb) delete() (pyseekdb.Collection method) (pyseekdb.Namespace method) delete_collection() (pyseekdb.BaseClient method) (pyseekdb.ClientAPI method) delete_database() (pyseekdb.AdminAPI method) (pyseekdb.BaseClient method) (pyseekdb.RemoteServerClient method) delete_namespace() (pyseekdb.Collection method) detect_db_type_and_version() (pyseekdb.BaseClient method) dimension (pyseekdb.Collection property) (pyseekdb.DefaultEmbeddingFunction property) (pyseekdb.HNSWConfiguration attribute) (pyseekdb.IVFConfiguration attribute) (pyseekdb.utils.embedding_functions.AmazonBedrockEmbeddingFunction property), [1] (pyseekdb.utils.embedding_functions.CohereEmbeddingFunction property), [1] (pyseekdb.utils.embedding_functions.JinaEmbeddingFunction property), [1] (pyseekdb.utils.embedding_functions.OnnxEmbeddingFunction property), [1] (pyseekdb.utils.embedding_functions.OpenAIBaseEmbeddingFunction property), [1] (pyseekdb.utils.embedding_functions.TencentHunyuanEmbeddingFunction property), [1] (pyseekdb.utils.embedding_functions.Text2VecEmbeddingFunction property), [1]

distance (pyseekdb.Collection property) (pyseekdb.HNSWConfiguration attribute) (pyseekdb.IVFConfiguration attribute) (pyseekdb.SparseVectorIndexConfig attribute) drop_ratio_build (pyseekdb.SparseVectorIndexConfig attribute) drop_ratio_search (pyseekdb.SparseVectorIndexConfig attribute)

E

ef_construction (pyseekdb.HNSWConfiguration attribute) ef_search (pyseekdb.HNSWConfiguration attribute) embedding_function (pyseekdb.Collection property) (pyseekdb.Namespace property) (pyseekdb.SparseVectorIndexConfig attribute) (pyseekdb.VectorIndexConfig attribute)

EmbeddingFunction (class in pyseekdb) embeddings (pyseekdb.SparseVector attribute) extra_info_max_size (pyseekdb.HNSWConfiguration attribute)

F

fork() (pyseekdb.Collection method) fork_database() (pyseekdb.AdminAPI method) (pyseekdb.BaseClient method)

from_dict() (pyseekdb.SparseVector static method) from_indices() (pyseekdb.SparseVector static method) FulltextIndexConfig (class in pyseekdb)

G

get() (pyseekdb.Collection method) (pyseekdb.Namespace method) get_class() (pyseekdb.SparseEmbeddingFunctionRegistry class method) get_collection() (pyseekdb.BaseClient method) (pyseekdb.ClientAPI method) get_config() (pyseekdb.DefaultEmbeddingFunction method) (pyseekdb.EmbeddingFunction method) (pyseekdb.SparseEmbeddingFunction method) (pyseekdb.utils.embedding_functions.AmazonBedrockEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.BM25SparseEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.CohereEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.GoogleVertexEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.HuggingFaceSparseEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.JinaEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.MistralEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.MorphEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.OllamaEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.OpenAIBaseEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.OpenAIEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.QwenEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.SentenceTransformerEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.SiliconflowEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.TencentHunyuanEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.Text2VecEmbeddingFunction method), [1] (pyseekdb.utils.embedding_functions.VoyageaiEmbeddingFunction method), [1]

get_database() (pyseekdb.AdminAPI method) (pyseekdb.BaseClient method) (pyseekdb.RemoteServerClient method) get_default_embedding_function() (in module pyseekdb) get_namespace() (pyseekdb.Collection method) get_or_create_collection() (pyseekdb.BaseClient method) get_or_create_namespace() (pyseekdb.Collection method) get_raw_connection() (pyseekdb.BaseConnection method) (pyseekdb.RemoteServerClient method) GoogleVertexEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1]

H

has_collection() (pyseekdb.BaseClient method) (pyseekdb.ClientAPI method) has_namespace() (pyseekdb.Collection method) has_vector_index (pyseekdb.Collection property)

hnsw (pyseekdb.VectorIndexConfig attribute) HNSWConfiguration (class in pyseekdb) HuggingFaceSparseEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1] hybrid_search() (pyseekdb.Collection method) (pyseekdb.Namespace method)

I

id (pyseekdb.Collection property) ik_mode (pyseekdb.IKProperties attribute) IKMode (class in pyseekdb) IKProperties (class in pyseekdb) is_connected() (pyseekdb.BaseConnection method) (pyseekdb.RemoteServerClient method)

ivf (pyseekdb.VectorIndexConfig attribute) IVF_FLAT (pyseekdb.IVFIndexType attribute) IVF_PQ (pyseekdb.IVFIndexType attribute) IVF_SQ8 (pyseekdb.IVFIndexType attribute) IVFConfiguration (class in pyseekdb) IVFIndexLib (class in pyseekdb) IVFIndexType (class in pyseekdb)

J

JinaEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1]

K

K (in module pyseekdb)

L

lib (pyseekdb.HNSWConfiguration attribute) (pyseekdb.IVFConfiguration attribute) (pyseekdb.SparseVectorIndexConfig attribute) list_collections() (pyseekdb.BaseClient method) (pyseekdb.ClientAPI method)

list_databases() (pyseekdb.AdminAPI method) (pyseekdb.BaseClient method) (pyseekdb.RemoteServerClient method) list_namespaces() (pyseekdb.Collection method) list_registered() (pyseekdb.SparseEmbeddingFunctionRegistry class method) LiteLLMBaseEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1]

M

M (pyseekdb.HNSWConfiguration attribute) major (pyseekdb.Version property) max_ngram_size (pyseekdb.Ngram2Properties attribute) max_token_size (pyseekdb.BengProperties attribute) (pyseekdb.SpaceProperties attribute) max_tokens() (pyseekdb.utils.embedding_functions.OnnxEmbeddingFunction method), [1] MAX_WORD (pyseekdb.IKMode attribute) metadata (pyseekdb.Collection property) min_ngram_size (pyseekdb.Ngram2Properties attribute) min_token_size (pyseekdb.BengProperties attribute) (pyseekdb.SpaceProperties attribute)

minor (pyseekdb.Version property) MistralEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1] mode (pyseekdb.BaseConnection property) (pyseekdb.RemoteServerClient property) model (pyseekdb.utils.embedding_functions.OnnxEmbeddingFunction property), [1] module pyseekdb pyseekdb.utils.embedding_functions MorphEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1]

N

name (pyseekdb.Collection property) (pyseekdb.Namespace property) name() (pyseekdb.DefaultEmbeddingFunction static method) (pyseekdb.SparseEmbeddingFunction static method) (pyseekdb.utils.embedding_functions.BM25SparseEmbeddingFunction static method), [1] (pyseekdb.utils.embedding_functions.CohereEmbeddingFunction static method), [1] (pyseekdb.utils.embedding_functions.HuggingFaceSparseEmbeddingFunction static method), [1] (pyseekdb.utils.embedding_functions.JinaEmbeddingFunction static method), [1] (pyseekdb.utils.embedding_functions.MorphEmbeddingFunction static method), [1] (pyseekdb.utils.embedding_functions.OllamaEmbeddingFunction static method), [1] (pyseekdb.utils.embedding_functions.QwenEmbeddingFunction static method), [1] (pyseekdb.utils.embedding_functions.Text2VecEmbeddingFunction static method), [1]

Namespace (class in pyseekdb) namespace_id (pyseekdb.Namespace property) Ngram2Properties (class in pyseekdb) ngram_token_size (pyseekdb.NgramProperties attribute) NgramProperties (class in pyseekdb)

O

OB (pyseekdb.IVFIndexLib attribute) OllamaEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1]

OnnxEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1] OpenAIBaseEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1] OpenAIEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1]

P

partition_count (pyseekdb.Collection property) parts (pyseekdb.Version property) patch (pyseekdb.Version property) peek() (pyseekdb.Collection method) (pyseekdb.Namespace method) prewarm() (pyseekdb.Namespace method) properties (pyseekdb.FulltextIndexConfig attribute) (pyseekdb.HNSWConfiguration attribute) (pyseekdb.IVFConfiguration attribute) (pyseekdb.SparseVectorIndexConfig attribute)

prune (pyseekdb.SparseVectorIndexConfig attribute) pyseekdb module pyseekdb.utils.embedding_functions module

Q

query() (pyseekdb.Collection method) (pyseekdb.Namespace method)

QwenEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1]

R

refine (pyseekdb.SparseVectorIndexConfig attribute) refine_k (pyseekdb.HNSWConfiguration attribute) (pyseekdb.SparseVectorIndexConfig attribute) refine_type (pyseekdb.HNSWConfiguration attribute) refresh_index() (pyseekdb.BaseClient method) (pyseekdb.Collection method)

register() (pyseekdb.SparseEmbeddingFunctionRegistry class method) register_embedding_function() (in module pyseekdb) register_sparse_embedding_function() (in module pyseekdb) RemoteServerClient (class in pyseekdb) resolve_source_key() (pyseekdb.SparseVectorIndexConfig method)

S

Schema (class in pyseekdb) SentenceTransformerEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1] SiliconflowEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1] SMART (pyseekdb.IKMode attribute) source_key (pyseekdb.SparseVectorIndexConfig attribute) SpaceProperties (class in pyseekdb) sparse_embedding_function (pyseekdb.Collection property)

sparse_vector_index_config (pyseekdb.Collection property) SparseEmbeddingFunction (class in pyseekdb) SparseEmbeddingFunctionRegistry (class in pyseekdb) SparseVector (class in pyseekdb) SparseVectorIndexConfig (class in pyseekdb) support_persistence() (pyseekdb.EmbeddingFunction static method) (pyseekdb.SparseEmbeddingFunction static method)

T

TencentHunyuanEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1] Text2VecEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1] to_sql_string() (pyseekdb.SparseVector method)

tokenizer (pyseekdb.utils.embedding_functions.OnnxEmbeddingFunction property), [1] type (pyseekdb.HNSWConfiguration attribute) (pyseekdb.IVFConfiguration attribute) (pyseekdb.SparseVectorIndexConfig attribute)

U

update() (pyseekdb.Collection method) (pyseekdb.Namespace method)

upsert() (pyseekdb.Collection method) (pyseekdb.Namespace method) use_namespace (pyseekdb.Collection property)

V

VectorIndexConfig (class in pyseekdb) Version (class in pyseekdb)

VoyageaiEmbeddingFunction (class in pyseekdb.utils.embedding_functions), [1] VSAG (pyseekdb.IVFIndexLib attribute)