ACLFilter
ACLPrincipal
AddReport
AtLeast
AtMost
AuditContext
AuditSink
AuditUnavailable
AuroraPostgreSQLStorage
AutoScaler
BM25Scorer
BaseCache
BaseQuantizer
BaseStorage
BatchResult
BenchmarkDatasets
BenchmarkReport
BenchmarkResult
BenchmarkRunner
BinaryQuantizer
BlobFetcher
CITATION_INSTRUCTION
CacheBackend
CacheConfig
ChunkInfo
ChunkProvenance
Cited
ColBERTSearch
Collection
CollectionAlreadyExistsError
CollectionInfo
CollectionLoadWarning
CollectionNotFoundError
CondorcetFusion
ConfigurationError
DENY
DatabaseInfo
Decision
DeltaLakeStorage
DenseEmbedder
DenseSearch
DependencyError
DimensionMismatchError
DistanceFunctions
DistanceMetric
DocumentIndex
DocumentInfo
DocumentNode
DocumentNotFoundError
DocumentType
EmbeddedDenseProvider
EmbeddedRerankerProvider
EmbeddedSparseProvider
EmbeddingConfig
EmbeddingManager
EnhancedSearchResults
Equals
EvidencePack
Excludes
ExtractionQuality
ExtractionQualityError
ExtractionQualityWarning
ExtractorType
FacetAggregator
FacetConfig
FacetResult
Feed
Filter
FilterCondition
FilterPushdown
FusionStrategy
GRAPHRAG_AVAILABLE
GeoIndex
GraphExtractor
GraphRAGConfig
GraphRAGPipeline
GraphRAGStats
GraphSearchType
GraphUnavailable
HybridSearcher
InMemoryStorage
IndexBuildError
IndexConfig
IndexType
IngestEvent
IngestOutcome
IngestWorker
IngestionRecord
InvalidCollectionName
JSONLSink
LLMProvider
LakebaseStorage
LargeDatasetProcessor
LateInteractionEmbedder
LinearFusion
LoadedDocument
LocalFetcher
LocalWatcher
MaxSimScorer
MemoryCache
MemoryEfficientBatcher
MemoryManager
MemorySink
MetadataContractError
MetadataContractWarning
MetricsCollector
ModelDownloadError
ModelError
ModelMismatchWarning
ModelNotFoundError
MultiQuerySearch
NativeHNSWIndex
NumericRangeIndex
ObjectLockSink
OpenAIEmbedder
OpenSearchStorage
Outcome
Overlap
Page
ParallelBatchProcessor
ParallelVectorInserter
PayloadIndexManager
Point
Policy
PolicyDefinitionError
PolicyError
PolicyMismatch
PolicyNotEnforcedWarning
PostgresAuditSink
PrefetchRescore
Present
PrincipalIncomplete
PrincipalRequired
ProductQuantizer
PushdownUnavailable
QuantizationConfig
QuantizationError
QuantizationType
QueryExpander
RRFFusion
RechunkPreview
Reproduction
RerankConfig
RerankMethod
Reranker
RerankerEmbedder
ResourceMonitor
Result
Results
RetrievalRecord
RevocationReport
S3Fetcher
S3ObjectLockStore
SQLiteStorage
ScalarQuantizer
ScalingConfig
ScalingStrategy
SearchError
SearchMode
SearchQuery
SearchResult
SearchResults
Source
Sources
SparseEmbedder
SparseIndex
SparseModelUnavailableWarning
SparseSearch
SparseVector
Spool
StorageBackend
StorageConfig
StorageConnectionError
StorageError
StorageOperationError
StreamingBatchProcessor
StreamingReader
StringIndex
SyncResult
SyncStatus
TagIndex
TextAnalyzer
TokenEmbeddings
Triplet
V
VectorCache
Vectrix
connect
VectrixClient
AsyncVectrixClient
VectrixDB
VectrixError
VectrixSync
__version__
build_tree_from_markdown
build_tree_from_pdf
build_tree_from_text
chunk
chunk_text
chunk_with_context
citation_for
create
create_cache
create_nlp_only_config
create_ollama_config
create_openai_config
create_pipeline
create_storage
create_sync
download_models
events_from_event_grid
events_from_s3
extraction_quality
get_embedded_provider
get_models_dir
is_models_installed
load_document
open
parse_citations
plugins
quick_search
readable_citation_for
register_source
tracing
validate_answer
write_evidence_pack
extract
ExtractorRegistry
HttpExtractor
ExtractionError
TranslationError
AzureTranslator
load_url
load_youtube
HttpDescriber
ChatDescriber
DocumentStore
ChunkStore
LocalFiles
S3Files
BlobFiles
