Experimental
@aws-cdk/aws-bedrock-alpha is an experimental (alpha) package: its API may change in any release, without a major version bump.
VectorKnowledgeBaseTypeProps Struct Added in v2.274.0-alpha.0
Properties for a vector knowledge base.
Example
ts
declare const collection: opensearchserverless.ICollectionRef;
declare const role: iam.Role;
new aws_bedrock_cfn.CfnKnowledgeBase(this, 'KnowledgeBase', {
name: 'product-documentation',
roleArn: role.roleArn,
knowledgeBaseConfiguration: { type: 'VECTOR' },
}).with(new bedrock.mixins.KnowledgeBaseTypeConfiguration(bedrock.KnowledgeBaseType.vector({
embeddingsModel: bedrock.BedrockFoundationModel.TITAN_EMBED_TEXT_V2_1024,
vectorStore: bedrock.VectorStore.openSearchServerless({
collection,
vectorIndexName: 'bedrock-knowledge-base-default-index',
vectorField: 'bedrock-knowledge-base-default-vector',
textField: 'AMAZON_BEDROCK_TEXT_CHUNK',
metadataField: 'AMAZON_BEDROCK_METADATA',
}),
})));
Properties
embeddingsModelBedrockFoundationModelembeddings_modelBedrockFoundationModelembeddingsModelBedrockFoundationModelEmbeddingsModelBedrockFoundationModelEmbeddingsModelBedrockFoundationModelrequired#The model used to create vector embeddings for the knowledge base.
supplementalDataStorageBucketIBucketRefsupplemental_data_storage_bucketIBucketRefsupplementalDataStorageBucketIBucketRefSupplementalDataStorageBucketIBucketRefSupplementalDataStorageBucketIBucketRef= no supplemental data storage; on…#The Amazon S3 bucket in which multimedia content extracted from multimodal documents (images, audio, video) is stored.
Required when the knowledge base ingests multimodal content.
default
Default: no supplemental data storage; only text content is ingested
vectorStoreVectorStorevector_storeVectorStorevectorStoreVectorStoreVectorStoreVectorStoreVectorStoreVectorStorerequired#The vector store in which the embeddings are stored and searched.
vectorTypeVectorTypevector_typeVectorTypevectorTypeVectorTypeVectorTypeVectorTypeVectorTypeVectorType= VectorType.FLOATING_POINT#The data type of the vector embeddings.