QdrantVectorStore
Defined in: .build/typescript/packages/providers/storage/qdrant/src/QdrantVectorStore.ts:41
Qdrant vector store.
Extends
Section titled “Extends”BaseVectorStore
Constructors
Section titled “Constructors”Constructor
Section titled “Constructor”new QdrantVectorStore(
__namedParameters):QdrantVectorStore
Defined in: .build/typescript/packages/providers/storage/qdrant/src/QdrantVectorStore.ts:59
Creates a new QdrantVectorStore.
Parameters
Section titled “Parameters”__namedParameters
Section titled “__namedParameters”QdrantParams
Returns
Section titled “Returns”QdrantVectorStore
Overrides
Section titled “Overrides”BaseVectorStore.constructor
Properties
Section titled “Properties”storesText
Section titled “storesText”storesText:
boolean=true
Defined in: .build/typescript/packages/providers/storage/qdrant/src/QdrantVectorStore.ts:42
Overrides
Section titled “Overrides”BaseVectorStore.storesText
batchSize
Section titled “batchSize”batchSize:
number
Defined in: .build/typescript/packages/providers/storage/qdrant/src/QdrantVectorStore.ts:44
collectionName
Section titled “collectionName”collectionName:
string
Defined in: .build/typescript/packages/providers/storage/qdrant/src/QdrantVectorStore.ts:45
Methods
Section titled “Methods”client()
Section titled “client()”client():
QdrantClient
Defined in: .build/typescript/packages/providers/storage/qdrant/src/QdrantVectorStore.ts:91
Returns the Qdrant client.
Returns
Section titled “Returns”QdrantClient
Qdrant client
Overrides
Section titled “Overrides”BaseVectorStore.client
createCollection()
Section titled “createCollection()”createCollection(
collectionName,vectorSize):Promise<void>
Defined in: .build/typescript/packages/providers/storage/qdrant/src/QdrantVectorStore.ts:100
Creates a collection in Qdrant.
Parameters
Section titled “Parameters”collectionName
Section titled “collectionName”string
Qdrant collection name
vectorSize
Section titled “vectorSize”number
Dimensionality of the vectors
Returns
Section titled “Returns”Promise<void>
collectionExists()
Section titled “collectionExists()”collectionExists(
collectionName):Promise<boolean>
Defined in: .build/typescript/packages/providers/storage/qdrant/src/QdrantVectorStore.ts:114
Checks if the collection exists in Qdrant and creates it if not.
Parameters
Section titled “Parameters”collectionName
Section titled “collectionName”string
Qdrant collection name
Returns
Section titled “Returns”Promise<boolean>
initializeCollection()
Section titled “initializeCollection()”initializeCollection(
vectorSize):Promise<void>
Defined in: .build/typescript/packages/providers/storage/qdrant/src/QdrantVectorStore.ts:127
Initializes the collection in Qdrant.
Parameters
Section titled “Parameters”vectorSize
Section titled “vectorSize”number
Dimensionality of the vectors
Returns
Section titled “Returns”Promise<void>
buildPoints()
Section titled “buildPoints()”buildPoints(
nodes):Promise<{points:PointStruct[];ids:string[]; }>
Defined in: .build/typescript/packages/providers/storage/qdrant/src/QdrantVectorStore.ts:140
Builds a list of points from the given nodes.
Parameters
Section titled “Parameters”BaseNode<Metadata>[]
Returns
Section titled “Returns”Promise<{ points: PointStruct[]; ids: string[]; }>
add(
embeddingResults):Promise<string[]>
Defined in: .build/typescript/packages/providers/storage/qdrant/src/QdrantVectorStore.ts:188
Adds the given nodes to the vector store.
Parameters
Section titled “Parameters”embeddingResults
Section titled “embeddingResults”BaseNode<Metadata>[]
List of nodes
Returns
Section titled “Returns”Promise<string[]>
List of node IDs
Overrides
Section titled “Overrides”BaseVectorStore.add
delete()
Section titled “delete()”delete(
refDocId):Promise<void>
Defined in: .build/typescript/packages/providers/storage/qdrant/src/QdrantVectorStore.ts:215
Deletes the given nodes from the vector store.
Parameters
Section titled “Parameters”refDocId
Section titled “refDocId”string
Node ID
Returns
Section titled “Returns”Promise<void>
Overrides
Section titled “Overrides”BaseVectorStore.delete
query()
Section titled “query()”query(
query,options?):Promise<VectorStoreQueryResult>
Defined in: .build/typescript/packages/providers/storage/qdrant/src/QdrantVectorStore.ts:268
Queries the vector store for the closest matching data to the query embeddings.
Parameters
Section titled “Parameters”VectorStoreQuery<undefined | { }>
The VectorStoreQuery to be used
options?
Section titled “options?”object
Required by VectorStore interface.
Returns
Section titled “Returns”Promise<VectorStoreQueryResult>
Zero or more Document instances with data from the vector store.
Overrides
Section titled “Overrides”BaseVectorStore.query