Class: VectorIndexRetriever
Retrievers retrieve the nodes that most closely match our query in similarity.
Implements
Constructors
constructor
• new VectorIndexRetriever(«destructured»): VectorIndexRetriever
Parameters
| Name | Type |
|---|---|
«destructured» | VectorIndexRetrieverOptions |
Returns
Defined in
packages/core/src/indices/vectorStore/index.ts:430
Properties
imageSimilarityTopK
• imageSimilarityTopK: number
Defined in
packages/core/src/indices/vectorStore/index.ts:426
index
• index: VectorStoreIndex
Defined in
packages/core/src/indices/vectorStore/index.ts:424
serviceContext
• Optional serviceContext: ServiceContext
Implementation of
Defined in
packages/core/src/indices/vectorStore/index.ts:428
similarityTopK
• similarityTopK: number
Defined in
packages/core/src/indices/vectorStore/index.ts:425
Methods
buildNodeListFromQueryResult
▸ buildNodeListFromQueryResult(result): NodeWithScore<Metadata>[]
Parameters
| Name | Type |
|---|---|
result | VectorStoreQueryResult |
Returns
Defined in
packages/core/src/indices/vectorStore/index.ts:514
buildVectorStoreQuery
▸ buildVectorStoreQuery(embedModel, query, similarityTopK, preFilters?): Promise<VectorStoreQuery>
Parameters
| Name | Type |
|---|---|
embedModel | BaseEmbedding |
query | string |
similarityTopK | number |
preFilters? | MetadataFilters |
Returns
Promise<VectorStoreQuery>
Defined in
packages/core/src/indices/vectorStore/index.ts:498
retrieve
▸ retrieve(«destructured»): Promise<NodeWithScore<Metadata>[]>
Parameters
| Name | Type |
|---|---|
«destructured» | RetrieveParams<MetadataFilters> |
Returns
Promise<NodeWithScore<Metadata>[]>
Implementation of
Defined in
packages/core/src/indices/vectorStore/index.ts:441
sendEvent
▸ sendEvent(query, nodesWithScores): void
Parameters
| Name | Type |
|---|---|
query | string |
nodesWithScores | NodeWithScore<Metadata>[] |
Returns
void
Defined in
packages/core/src/indices/vectorStore/index.ts:488
textRetrieve
▸ textRetrieve(query, preFilters?): Promise<NodeWithScore<Metadata>[]>
Parameters
| Name | Type |
|---|---|
query | string |
preFilters? | MetadataFilters |
Returns
Promise<NodeWithScore<Metadata>[]>
Defined in
packages/core/src/indices/vectorStore/index.ts:454
textToImageRetrieve
▸ textToImageRetrieve(query, preFilters?): Promise<NodeWithScore<Metadata>[]>
Parameters
| Name | Type |
|---|---|
query | string |
preFilters? | MetadataFilters |
Returns
Promise<NodeWithScore<Metadata>[]>