--- schema_version: "1" id: a85b36b20b207d51c6c92575aa2e8c87b3ef4449a79788d11da24c31f8ac83c9 title: MuleSoft Vectors Connector 1.0 Reference collection: mulesoft version: current locale: en-us portal_url: https://docs.salesforce.com/mulesoft/current/en-us/mulesoft-vectors-connector/1.0/mulesoft-vectors-connector-reference.md canonical_url: https://docs.mulesoft.com/mulesoft-vectors-connector/1.0/mulesoft-vectors-connector-reference source_site: docs.mulesoft.com content_type: documentation content_hash: 8f2fe52581ccdf4c381f466017d39be5da67d2252568e1e396bfe4bbd4d39dc7 description: MuleSoft Documentation Site release: "1.0" latest: false --- --- product: MuleSoft Vectors Connector version: 1.0 --- # MuleSoft Vectors Connector 1.0 Reference > For the full documentation index, see: https://docs.mulesoft.com/llms.txt MuleSoft Vectors Connector provides operations to work with vector stores and embedding models. ## Configurations --- ### Embedding Config #### Parameters

Name	Type	Description	Required
Name	String	Name for this configuration. Connectors reference the configuration with this name.	x
Connection	Azure AI Vision Azure OpenAI Einstein Hugging Face Mistral AI Nomic Ollama OpenAI	Connection types for this configuration.	x
Name	String	ID used to reference this configuration.	x
Expiration Policy	Expiration Policy	Configures an expiration policy for the configuration.

#### Connection Types ##### Azure AI Vision ###### Parameters

Name	Type	Description	Default Value	Required
Proxy Config	HttpProxyConfig	Configures a proxy for outbound connections.
TLS Configuration	TLS	If HTTPS is configured as a protocol, then you must configure at least the keystore configuration.
Timeout	Number	Timeout for the operation in milliseconds.	60000
Endpoint	String	Endpoint.		x
Api Key	String	API key.		x
Api Version	String	API version.		x
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

##### Azure OpenAI ###### Parameters

Name	Type	Description	Default Value	Required
Proxy Config	HttpProxyConfig	Configures a proxy for outbound connections.
TLS Configuration	TLS	If HTTPS is configured as a protocol, then you must configure at least the keystore configuration.
Timeout	Number	Timeout for the operation in milliseconds.	60000
Endpoint	String	Endpoint.		x
Api Key	String	API key.		x
Api Version	String	API version.		x
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

##### Einstein ###### Parameters

Name	Type	Description	Default Value	Required
Proxy Config	HttpProxyConfig	Configures a proxy for outbound connections.
TLS Configuration	TLS	If HTTPS is configured as a protocol, then you must configure at least the keystore configuration.
Timeout	Number	Timeout for the operation in milliseconds.	60000
Salesforce Org	String	Salesforce org.		x
Client Id	String	Client ID.		x
Client Secret	String	Client secret.		x
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

##### Hugging Face ###### Parameters

Name	Type	Description	Default Value	Required
Proxy Config	HttpProxyConfig	Configures a proxy for outbound connections.
TLS Configuration	TLS	If HTTPS is configured as a protocol, then you must configure at least the keystore configuration.
Timeout	Number	Timeout for the operation in milliseconds.	60000
Api Key	String	API key.		x
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

##### Mistral AI ###### Parameters

Name	Type	Description	Default Value	Required
Proxy Config	HttpProxyConfig	Configures a proxy for outbound connections.
TLS Configuration	TLS	If HTTPS is configured as a protocol, then you must configure at least the keystore configuration.
Timeout	Number	Timeout for the operation in milliseconds.	60000
Api Key	String	API key.		x
Total Timeout (ms)	Number	Total timeout in milliseconds for API requests.	60000
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

##### Nomic ###### Parameters

Name	Type	Description	Default Value	Required
Proxy Config	HttpProxyConfig	Configures a proxy for outbound connections.
TLS Configuration	TLS	If HTTPS is configured as a protocol, then you must configure at least the keystore configuration.
Timeout	Number	Timeout for the operation in milliseconds.	60000
Api Key	String	API key.		x
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

##### Ollama ###### Parameters

Name	Type	Description	Default Value	Required
Proxy Config	HttpProxyConfig	Configures a proxy for outbound connections.
TLS Configuration	TLS	If HTTPS is configured as a protocol, then you must configure at least the keystore configuration.
Timeout	Number	Timeout for the operation in milliseconds.	60000
Base URL	String	Ollama base URL.		x
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

##### OpenAI ###### Parameters

Name	Type	Description	Default Value	Required
Proxy Config	HttpProxyConfig	Configures a proxy for outbound connections.
TLS Configuration	TLS	If HTTPS is configured as a protocol, then you must configure at least the keystore configuration.
Timeout	Number	Timeout for the operation in milliseconds.	60000
Api Key	String	API key.		x
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

## Supported Operations - [\[Embedding\] Generate from text](#EmbeddingGenerateFromText) --- ### Store Config #### Parameters

Name	Type	Description	Required
Name	String	Name for this configuration. Connectors reference the configuration with this name.	x
Connection	AI Search Chroma Ephemeral File Milvus MongoDB Atlas OpenSearch PGVector Pinecone Qdrant	Connection types for this configuration.	x
Name	String	ID used to reference this configuration.	x
Expiration Policy	Expiration Policy	Configures an expiration policy for the configuration.

#### Connection Types ##### AI Search ###### Parameters

Name	Type	Description	Required
Proxy Configuration	HttpProxyConfig	Configures a proxy for outbound connections.
TLS Configuration	TLS	If HTTPS is configured as a protocol, then you must configure at least the keystore configuration.
Url	String	URL.	x
Api Key	String	API key.	x
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

##### Chroma ###### Parameters

Name	Type	Description	Required
Proxy Configuration	HttpProxyConfig	Configures a proxy for outbound connections.
TLS Configuration	TLS	If HTTPS is configured as a protocol, then you must configure at least the keystore configuration.
Url	String	URL.	x
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

##### Ephemeral File ###### Parameters

Name	Type	Description	Default Value	Required
Working Directory	String	Directory for creating store files.		x
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

##### Milvus ###### Parameters

Name	Type	Description	Default Value
Uri	String	URI.
Host	String	Host.
Port	Number	Port.
Token	String	Token.
Username	String	Username.
Password	String	Password.
Database Name	String	Database name.
Index Type	String	Index type.	FLAT
Metric Type	String	Metric type.	COSINE
Consistency Level	String	Consistency level.	EVENTUALLY
Auto Flush On Insert	Boolean	Determines whether to auto-flush on insert.	true
Id Field Name	String	ID field name.	ID
Text Field Name	String	Text field name.	text
Metadata Field Name	String	Metadata field name.	metadata
Vector Field Name	String	Vector field name.	vector
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

##### MongoDB Atlas ###### Parameters

Name	Type	Description	Required
Host	String	Host.	x
Port	Number	Port.
Username	String	Username.
Password	String	Password.	x
Database Name	String	Database name.
Options	String	Options.
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

##### OpenSearch ###### Parameters

Name	Type	Description	Required
Url	String	URL.	x
User	String	Username.
Password	String	Password.	x
Api Key	String	API key.
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

##### PGVector ###### Parameters

Name	Type	Description	Required
Host	String	Host.	x
Port	Number	Port.	x
Database	String	Database.	x
User	String	Username.	x
Password	String	Password.	x
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

##### Pinecone ###### Parameters

Name	Type	Description	Required
Cloud	String	Cloud.	x
Region	String	Region.	x
Api Key	String	API key.	x
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

##### Qdrant ###### Parameters

Name	Type	Description	Default Value	Required
Host	String	Host.		x
GPRC Port	Number	gRPC port.		x
Use TLS	Boolean	Determines whether to use TLS.	false
Text Segment Key	String	Text segment key.		x
Api Key	String	API key.		x
Reconnection	Reconnection	When the application is deployed, a connectivity test is performed on all connectors. If set to `true`, deployment fails if the test doesn’t pass after exhausting the associated reconnection strategy.

## Supported Operations - [\[Store\] Query](#Query) - [\[Store\] Query all](#QueryAll) - [\[Store\] Add](#StoreAdd) - [\[Store\] Remove](#StoreRemove) --- ### Transform Config #### Parameters

Name	Type	Description	Default Value	Required
Name	String	Name for this configuration. Connectors reference the configuration with this name.		x
Name	String	ID used to reference this configuration.		x

## Supported Operations - [\[Transform\] Parse document](#TransformParseDocument) ## Operations ## \[Embedding\] Generate from text `` Generates embeddings from a given text string. The text can optionally be segmented before embedding. ### Parameters

Name	Type	Description	Default Value	Required
Configuration	String	Name of the configuration to use.		x
Input Texts	Array of String	Input list of texts to generate embeddings from.	#[payload]
Output Mime Type	String	MIME type of the payload that this operation outputs.
Output Encoding	String	Encoding of the payload that this operation outputs.
Config Ref	ConfigurationProvider	Name of the configuration to use to execute this component.		x
Streaming Strategy	Repeatable In Memory Stream Repeatable File Store Stream non-repeatable-stream	Configures how Mule processes streams. Repeatable streams are the default behavior.
Model (Deployment) Name	String	Embedding model (deployment) name.		x
Target Variable	String	Name of the variable that stores the operation’s output.
Target Value	String	Expression that evaluates the operation’s output. The outcome of the expression is stored in the Target Variable field.	#[payload]
Error Mappings	Array of Error Mapping	Set of error mappings.
Reconnection Strategy	Reconnect Reconnect Forever	Retry strategy in case of connectivity errors.

### Output

Type	Any
Attributes Type	Embedding Response Attributes

### For Configurations - [Embedding Config](#EmbeddingConfig) ### Throws - MS-VECTORS:AI\_SERVICES\_FAILURE - MS-VECTORS:AI\_SERVICES\_RATE\_LIMITING\_ERROR - MS-VECTORS:CONNECTIVITY - MS-VECTORS:EMBEDDING\_OPERATIONS\_FAILURE - MS-VECTORS:INVALID\_CONNECTION - MS-VECTORS:INVALID\_PARAMETER - MS-VECTORS:RETRY\_EXHAUSTED ## \[Store\] Query `` Queries an embedding store based on the provided embedding and text segment, and applies a metadata filter. ### Parameters

Name	Type	Description	Default Value	Required
Configuration	String	Name of the configuration to use.		x
Store Name	String	Name of the store or collection to query.		x
Text Segment and Embedding	Any	Text segment and embedding generated from the question and used to query the store.		x
Max Results	Number	Maximum number of results (text segments) retrieved.		x
Min Score	Number	Minimum score used to filter retrieved results (text segments) (0-1).		x
Output Mime Type	String	MIME type of the payload that this operation outputs.
Output Encoding	String	Encoding of the payload that this operation outputs.
Config Ref	ConfigurationProvider	Name of the configuration to use to execute this component.
Streaming Strategy	Repeatable In Memory Stream Repeatable File Store Stream non-repeatable-stream	Configures how Mule processes streams. Repeatable streams are the default behavior.
Metadata Condition	String	Metadata condition.
Target Variable	String	Name of the variable that stores the operation’s output.
Target Value	String	Expression that evaluates the operation’s output. The outcome of the expression is stored in the Target Variable field.	#[payload]
Error Mappings	Array of Error Mapping	Set of error mappings.
Reconnection Strategy	Reconnect Reconnect Forever	Retry strategy in case of connectivity errors.

### Output

Type	Any
Attributes Type	Store Response Attributes

### For Configurations - [Store Config](#StoreConfig) ### Throws - MS-VECTORS:CONNECTIVITY - MS-VECTORS:INVALID\_CONNECTION - MS-VECTORS:INVALID\_PARAMETER - MS-VECTORS:RETRY\_EXHAUSTED - MS-VECTORS:STORE\_OPERATIONS\_FAILURE - MS-VECTORS:STORE\_SERVICES\_FAILURE - MS-VECTORS:STORE\_UNSUPPORTED\_OPERATION ## \[Store\] Query all `` Lists all sources in the specified embedding store. ### Parameters

Name	Type	Description	Default Value	Required
Configuration	String	Name of the configuration to use.		x
Store Name	String	Name of the store.		x
Output Mime Type	String	MIME type of the payload that this operation outputs.
Output Encoding	String	Encoding of the payload that this operation outputs.
Config Ref	ConfigurationProvider	Name of the configuration to use to execute this component.
Streaming Strategy	Repeatable In Memory Iterable Repeatable File Store Iterable non-repeatable-iterable	Configures how Mule processes streams. Repeatable streams are the default behavior.
Retrieve Embeddings	Boolean	Flag to indicate whether embeddings should be retrieved.	false
Page size	Number	Page size used when querying the vector store.	5000
Target Variable	String	Name of the variable that stores the operation’s output.
Target Value	String	Expression that evaluates the operation’s output. The outcome of the expression is stored in the Target Variable field.	#[payload]
Error Mappings	Array of Error Mapping	Set of error mappings.
Reconnection Strategy	Reconnect Reconnect Forever	Retry strategy in case of connectivity errors.

### Output

Type	Array of Message of [Binary] payload and Store Response Attributes attributes

### For Configurations - [Store Config](#StoreConfig) ### Throws - MS-VECTORS:CONNECTIVITY - MS-VECTORS:INVALID\_CONNECTION - MS-VECTORS:INVALID\_PARAMETER - MS-VECTORS:RETRY\_EXHAUSTED - MS-VECTORS:STORE\_OPERATIONS\_FAILURE - MS-VECTORS:STORE\_SERVICES\_FAILURE - MS-VECTORS:STORE\_UNSUPPORTED\_OPERATION ## \[Store\] Add `` Adds embeddings and text segments to the store. ### Parameters

Name	Type	Description	Default Value	Required
Configuration	String	Name of the configuration to use.		x
Store Name	String	Name of the store or collection to use for data ingestion.		x
Text Segments and Embeddings	Any	Text segments and embeddings to add to the store.	#[payload]
Output Mime Type	String	MIME type of the payload that this operation outputs.
Output Encoding	String	Encoding of the payload that this operation outputs.
Config Ref	ConfigurationProvider	Name of the configuration to use to execute this component.
Streaming Strategy	Repeatable In Memory Stream Repeatable File Store Stream non-repeatable-stream	Configures how Mule processes streams. Repeatable streams are the default behavior.
Metadata entries	Object	Custom metadata key-value pairs to add to the vector store.
Target Variable	String	Name of the variable that stores the operation’s output.
Target Value	String	Expression that evaluates the operation’s output. The outcome of the expression is stored in the Target Variable field.	#[payload]
Error Mappings	Array of Error Mapping	Set of error mappings.
Reconnection Strategy	Reconnect Reconnect Forever	Retry strategy in case of connectivity errors.

### Output

Type	Any
Attributes Type	Store Response Attributes

### For Configurations - [Store Config](#StoreConfig) ### Throws - MS-VECTORS:CONNECTIVITY - MS-VECTORS:INVALID\_CONNECTION - MS-VECTORS:INVALID\_PARAMETER - MS-VECTORS:RETRY\_EXHAUSTED - MS-VECTORS:STORE\_OPERATIONS\_FAILURE - MS-VECTORS:STORE\_SERVICES\_FAILURE - MS-VECTORS:STORE\_UNSUPPORTED\_OPERATION ## \[Store\] Remove `` Removes embeddings from the store based on the provided filter. ### Parameters

Name	Type	Description	Default Value	Required
Configuration	String	Name of the configuration to use.		x
Store Name	String	Name of the store.		x
Output Mime Type	String	MIME type of the payload that this operation outputs.
Output Encoding	String	Encoding of the payload that this operation outputs.
Config Ref	ConfigurationProvider	Name of the configuration to use to execute this component.
Streaming Strategy	Repeatable In Memory Stream Repeatable File Store Stream non-repeatable-stream	Configures how Mule processes streams. Repeatable streams are the default behavior.
Ids	Array of String	List of IDs to remove.
Metadata Condition	String	Metadata condition.
Target Variable	String	Name of the variable that stores the operation’s output.
Target Value	String	Expression that evaluates the operation’s output. The outcome of the expression is stored in the Target Variable field.	#[payload]
Error Mappings	Array of Error Mapping	Set of error mappings.
Reconnection Strategy	Reconnect Reconnect Forever	Retry strategy in case of connectivity errors.

### Output

Type	Any
Attributes Type	Store Response Attributes

### For Configurations - [Store Config](#StoreConfig) ### Throws - MS-VECTORS:CONNECTIVITY - MS-VECTORS:INVALID\_CONNECTION - MS-VECTORS:INVALID\_PARAMETER - MS-VECTORS:RETRY\_EXHAUSTED - MS-VECTORS:STORE\_OPERATIONS\_FAILURE - MS-VECTORS:STORE\_SERVICES\_FAILURE - MS-VECTORS:STORE\_UNSUPPORTED\_OPERATION ## \[Transform\] Parse document `` Parses a document from a raw binary or Base64-encoded content. ### Parameters

Name	Type	Description	Default Value	Required
Configuration	String	Name of the configuration to use.		x
Document binary	Any	Raw binary or Base64-encoded content of the document to parse.	#[payload]
Document parser	One of: Multiformat Document Parser Parameters Text Document Parser Parameters	Document parser to use.		x
Output Mime Type	String	MIME type of the payload that this operation outputs.
Output Encoding	String	Encoding of the payload that this operation outputs.
Config Ref	ConfigurationProvider	Name of the configuration to use to execute this component.
Streaming Strategy	Repeatable In Memory Stream Repeatable File Store Stream non-repeatable-stream	Configures how Mule processes streams. Repeatable streams are the default behavior.
Target Variable	String	Name of the variable that stores the operation’s output.
Target Value	String	Expression that evaluates the operation’s output. The outcome of the expression is stored in the Target Variable field.	#[payload]
Error Mappings	Array of Error Mapping	Set of error mappings.

### Output

Type	Binary
Attributes Type	Parser Response Attributes

### For Configurations - [Transform Config](#TransformConfig) ### Throws - MS-VECTORS:INVALID\_PARAMETER - MS-VECTORS:TRANSFORM\_DOCUMENT\_PARSING\_FAILURE - MS-VECTORS:TRANSFORM\_OPERATIONS\_FAILURE ## \[Transform\] Chunk text `` Chunks the provided text into multiple segments based on the segmentation parameters. This operation splits the input text into smaller segments according to the maximum segment size and overlap size specified in the segmentation parameters. The result is returned as a JSON document containing the chunked text segments and associated metadata. ### Parameters

Name	Type	Description	Default Value
Text	Any	Input text to chunk.	#[payload]
Output Mime Type	String	MIME type of the payload that this operation outputs.
Output Encoding	String	Encoding of the payload that this operation outputs.
Streaming Strategy	Repeatable In Memory Stream Repeatable File Store Stream non-repeatable-stream	Configures how Mule processes streams. Repeatable streams are the default behavior.
Max Segment Size (Characters)	Number	Maximum size of a segment in characters.
Max Overlap Size (Characters)	Number	Maximum overlap between segments in characters.
Target Variable	String	Name of the variable that stores the operation’s output.
Target Value	String	Expression that evaluates the operation’s output. The outcome of the expression is stored in the Target Variable field.	#[payload]
Error Mappings	Array of Error Mapping	Set of error mappings.

### Output

Type	Array of String
Attributes Type	Chunk Response Attributes

### Throws - MS-VECTORS:INVALID\_PARAMETER - MS-VECTORS:TRANSFORM\_DOCUMENT\_PARSING\_FAILURE - MS-VECTORS:TRANSFORM\_OPERATIONS\_FAILURE ## Types ### TLS Configures TLS to provide secure communications for the Mule app.

Field	Type	Description
Enabled Protocols	String	Comma-separated list of protocols enabled for this context.
Enabled Cipher Suites	String	Comma-separated list of cipher suites enabled for this context.
Trust Store	Truststore	Configures the TLS truststore.
Key Store	Keystore	Configures the TLS keystore.
Revocation Check	Standard Revocation Check Custom OCSP Responder CRL File	Configures a revocation checking mechanism.

### Truststore Configures the truststore for TLS.

Field	Type	Description
Path	String	Path to the truststore. Mule resolves the path relative to the current classpath and file system.
Password	String	Password used to protect the truststore.
Type	String	Type of truststore.
Algorithm	String	Encryption algorithm that the truststore uses.
Insecure	Boolean	If `true`, Mule stops performing certificate validations. Setting this to `true` can make connections vulnerable to attacks.

### Keystore Configures the keystore for the TLS protocol. The keystore you generate contains a private key and a public certificate.

Field	Type	Description
Path	String	Path to the keystore. Mule resolves the path relative to the current classpath and file system.
Type	String	Type of keystore.
Alias	String	Alias of the key to use when the keystore contains multiple private keys. By default, Mule uses the first key in the file.
Key Password	String	Password used to protect the private key.
Password	String	Password used to protect the keystore.
Algorithm	String	Encryption algorithm that the keystore uses.

### Standard Revocation Check Configures standard revocation checks for TLS certificates.

Field	Type	Description
Only End Entities	Boolean	Which elements to verify in the certificate chain: `true` Verify only the last element in the certificate chain. `false` Verify all elements in the certificate chain.
Prefer Crls	Boolean	How to check certificate validity: `true` Check the Certification Revocation List (CRL) for certificate validity. `false` Use the Online Certificate Status Protocol (OCSP) to check certificate validity.
No Fallback	Boolean	Whether to use the secondary method to check certificate validity: `true` Use the method that wasn’t specified in the Prefer Crls field (the secondary method) to check certificate validity. `false` Do not use the secondary method to check certificate validity.
Soft Fail	Boolean	What to do if the revocation server can’t be reached or is busy: `true` Avoid verification failure. `false` Allow the verification to fail.

### Custom OCSP Responder Configures a custom OCSP responder for certification revocation checks.

Field	Type	Description	Default Value	Required
Url	String	URL of the OCSP responder.
Cert Alias	String	Alias of the signing certificate for the OCSP response. If specified, the alias must be in the truststore.

### CRL File Specifies the location of the certification revocation list (CRL) file.

Field	Type	Description	Default Value	Required
Path	String	Path to the CRL file.

### Reconnection Configures a reconnection strategy for an operation.

Field	Type	Description	Default Value	Required
Fails Deployment	Boolean	Configures a reconnection strategy to use when a connector operation fails to connect to an external server.
Reconnection Strategy	Reconnect Reconnect Forever	Reconnection strategy to use.

### Reconnect Configures a standard reconnection strategy, which specifies how often to reconnect and how many reconnection attempts the connector source or operation can make.

Field	Type	Description
Frequency	Number	How often to attempt to reconnect, in milliseconds.
Blocking	Boolean	If `false`, the reconnection strategy runs in a separate, non-blocking thread.
Count	Number	How many reconnection attempts the Mule app can make.

### Reconnect Forever Configures a forever reconnection strategy by which the connector source or operation attempts to reconnect at a specified frequency for as long as the Mule app runs.

Field	Type	Description	Default Value	Required
Frequency	Number	How often to attempt to reconnect, in milliseconds.
Blocking	Boolean	If `false`, the reconnection strategy runs in a separate, non-blocking thread.

### Expiration Policy Configures an expiration policy strategy.

Field	Type	Description	Default Value	Required
Max Idle Time	Number	Configures the maximum amount of time that a dynamic configuration instance can remain idle before Mule considers it eligible for expiration.
Time Unit	Enumeration, one of: NANOSECONDS MICROSECONDS MILLISECONDS SECONDS MINUTES HOURS DAYS	Time unit for the Max Idle Time field.

### Embedding Response Attributes Configures the response attributes for the embedding operation.

Field	Type	Description
Embedding Model Dimension	Number	Embedding model dimension.
Embedding Model Name	String	Embedding model name.
Other Attributes	Object	Other attributes.
Token Usage	Token Usage	Token usage.

### Token Usage Configures token usage metadata returned as attributes.

Field	Type	Description
Input Count	Number	Number of tokens used to process the input.
Output Count	Number	Number of tokens used to generate the output.
Total Count	Number	Total number of tokens used for input and output.

### Repeatable In Memory Stream Configures the in-memory streaming strategy by which the request fails if the data exceeds the MAX buffer size. Always run performance tests to find the optimal buffer size for your specific use case.

Field	Type	Description
Initial Buffer Size	Number	Initial amount of memory to allocate to the data stream. If the streamed data exceeds this value, the buffer expands by Buffer Size Increment, with an upper limit of Max Buffer Size.
Buffer Size Increment	Number	This is by how much the buffer size expands if it exceeds its initial size. Setting a value of zero or lower means that the buffer should not expand, meaning that a `STREAM_MAXIMUM_SIZE_EXCEEDED` error is raised when the buffer gets full.
Max Buffer Size	Number	Maximum size of the buffer. If the buffer size exceeds this value, Mule raises a `STREAM_MAXIMUM_SIZE_EXCEEDED` error. A value of less than or equal to `0` means no limit.
Buffer Unit	Enumeration, one of: BYTE KB MB GB	Unit for the Initial Buffer Size, Buffer Size Increment, and Max Buffer Size fields.

### Repeatable File Store Stream Configures the repeatable file-store streaming strategy by which Mule keeps a portion of the stream content in memory. If the stream content is larger than the configured buffer size, Mule backs up the buffer’s content to disk and then clears the memory.

Field	Type	Description	Default Value	Required
In Memory Size	Number	Maximum amount of memory that the stream can use for data. If the amount of memory exceeds this value, Mule buffers the content to disk. To optimize performance: Configure a larger buffer size to avoid the number of times Mule needs to write the buffer on disk. This increases performance, but it also limits the number of concurrent requests your application can process, because it requires additional memory. Configure a smaller buffer size to decrease memory load at the expense of response time.
Buffer Unit	Enumeration, one of: BYTE KB MB GB	Unit for the In Memory Size field.

### Error Mapping Configures error mapping.

Field	Type	Description	Default Value	Required
Source	Enumeration, one of: ANY REDELIVERY_EXHAUSTED TRANSFORMATION EXPRESSION SECURITY CLIENT_SECURITY SERVER_SECURITY ROUTING CONNECTIVITY RETRY_EXHAUSTED TIMEOUT	Source of the error.
Target	String	Target of the error.		x

### Store Response Attributes Configures the response attributes for the store operation.

Field	Type	Description
Ids	Array of String	IDs.
Metadata Condition	String	Metadata condition.
Other Attributes	Object	Other attributes.
Store Name	String	Name of the store.

### Repeatable In Memory Iterable Configures the repeatable in memory iterable type.

Field	Type	Description
Initial Buffer Size	Number	Amount of instances to initially keep in memory to consume the stream and provide random access to it. If the stream contains more data than can fit into this buffer, then the buffer expands according to the Buffer Size Increment attribute, with an upper limit of Max Buffer Size. Default value is 100 instances.
Buffer Size Increment	Number	This is by how much the buffer size expands if it exceeds its initial size. Setting a value of `0` or lower means that the buffer must not expand, meaning that a `STREAM_MAXIMUM_SIZE_EXCEEDED` error is raised when the buffer gets full. Default value is 100 instances.
Max Buffer Size	Number	Maximum amount of memory to use. If more than that is used, a `STREAM_MAXIMUM_SIZE_EXCEEDED` error is raised. A value lower than or equal to `0` means no limit.

### Repeatable File Store Iterable Configures the repeatable file store iterable type.

Field	Type	Description	Default Value	Required
In Memory Objects	Number	Maximum amount of instances to keep in memory. If more than that is required, content on the disk is buffered.
Buffer Unit	Enumeration, one of: BYTE KB MB GB	Unit for the In Memory Objects field.

### Parser Response Attributes Configures the response attributes for the parser.

Field	Type	Description	Default Value	Required
Document Parser Name	String	Document parser name.

### Chunk Response Attributes Configures the response attributes for the chunk.

Field	Type	Description	Default Value	Required
Max Overlap Size In Chars	Number	Maximum overlap size in characters.
Max Segment Size In Chars	Number	Maximum segment size in characters.

### Multiformat Document Parser Parameters Configures the parameters for the multiformat document parser.

Field	Type	Description	Default Value	Required
Include Metadata	Boolean	Determines whether to include metadata.	false

### Text Document Parser Parameters Configures the parameters for the text document parser.

Field	Type	Description	Default Value	Required
Document Parser	DocumentParser	Document parser.
Name	String	Document parser name.

## See Also - [MuleSoft Vectors Connector Overview](https://docs.mulesoft.com/mulesoft-vectors-connector/1.0/) - [Introduction to Anypoint Connectors](https://docs.mulesoft.com/connectors/introduction/introduction-to-anypoint-connectors) - [Salesforce Help](https://help.salesforce.com)