Readonly
collectionOptional
Readonly
embeddingOptional
Readonly
indexOptional
maxThe maximum number of concurrent calls that can be made.
Defaults to Infinity
, which means no limit.
Optional
maxThe maximum number of retries that can be made for a single call, with an exponential backoff between each attempt. Defaults to 6.
Optional
onCustom handler to handle failed attempts. Takes the originally thrown error object as input, and should itself throw an error if the input error is not retryable.
Optional
Readonly
primaryOptional
Readonly
text
Type that defines the arguments required to initialize the MongoDBAtlasVectorSearch class. It includes the MongoDB collection, index name, text key, embedding key, primary key, and overwrite flag.
Param: collection
MongoDB collection to store the vectors.
Param: indexName
A Collections Index Name.
Param: textKey
Corresponds to the plaintext of 'pageContent'.
Param: embeddingKey
Key to store the embedding under.
Param: primaryKey
The Key to use for upserting documents.