Class OpenDILLMConnection

Open DI representation of a LLM.

Inheritance

object

OpenDIBase

OpenDIAsset

OpenDILLMConnection

Inherited Members

OpenDIAsset.DIDirectory

OpenDIAsset.DIDataSource

OpenDIAsset.DIDataReader

OpenDIAsset.DIDataWriter

OpenDIAsset.parent

OpenDIAsset.fullPathName

OpenDIAsset.ownerType

OpenDIAsset.ownerID

OpenDIAsset.Version

OpenDIAsset.VersionName

OpenDIAsset.Status

OpenDIAsset.imageURL

OpenDIAsset.ToDTOPartial<T>()

OpenDIAsset.ToDTODefault<T>()

OpenDIAsset.Create(WMAssetBase)

OpenDIBase.openDIVersion

OpenDIBase.FQNSeparator

OpenDIBase.id

OpenDIBase.name

OpenDIBase.summary

OpenDIBase.documentation

OpenDIBase.documentationMIMEType

OpenDIBase.properties

OpenDIBase.GetWMType(string)

OpenDIBase.GetOpenDIType(Type)

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Quantellia.WMServer.OpenDI

Assembly: WMServer.dll

Syntax

public class OpenDILLMConnection : OpenDIAsset

Constructors

OpenDILLMConnection()

Default constructor

Declaration

public OpenDILLMConnection()

OpenDILLMConnection(WMLLMConnection)

Constructor that initializes a new instance with the data from a WMLLM object.

Declaration

public OpenDILLMConnection(WMLLMConnection asset)

Parameters

Type	Name	Description
WMLLMConnection	asset	The asset with which to initialize this OpenDILLM

Properties

APIKey

The API Key granting the user access to this LLM.

Declaration

public string? APIKey { get; set; }

Property Value

Type	Description
string

LLMType

The type of LLM in use (i.e. ChatGPT, Gemini, etc...)

Declaration

public string? LLMType { get; set; }

Property Value

Type	Description
string

MaxRecords

The maximum number of records to return in VectorDB queries.

Declaration

public int? MaxRecords { get; set; }

Property Value

Type	Description
int?

MaxTokens

The MaxTokens parameter of the model.

Declaration

public int? MaxTokens { get; set; }

Property Value

Type	Description
int?

ModelName

The name of the model in use.

Declaration

public string? ModelName { get; set; }

Property Value

Type	Description
string

Overlap

The maximum number of messages to include when calculating the context vector for RAG

Declaration

public int? Overlap { get; set; }

Property Value

Type	Description
int?

Threshold

The minimum similarity required for RAG to be used.

Declaration

public float? Threshold { get; set; }

Property Value

Type	Description
float?

VectorIndexType

The type of VectorIndex in use. (i.e. WMNativeVectorIndex, PineconeVectorIndex, etc...)

Declaration

public string? VectorIndexType { get; set; }

Property Value

Type	Description
string

WindowSize

The maximum characters to include in each window when calculating embeddings.

Declaration

public int? WindowSize { get; set; }

Property Value

Type	Description
int?

Methods

ToDTODefault()

Create a new IWMAssetBaseDTO object that contains the properties of this OpenDIAsset. Throws an exception if null values without default are encountered.

Declaration

public WMLLMConnectionDTO ToDTODefault()

Returns

Type	Description
WMLLMConnectionDTO	A IWMAssetBaseDTO object that contains the properties (or default values) of this OpenDIAsset

ToDTOPartial()

Create a new IWMAssetBaseDTO object that contains only the properties of this OpenDIAsset with no defaults.

Declaration

public WMLLMConnectionDTO ToDTOPartial()

Returns

Type	Description
WMLLMConnectionDTO	A IWMAssetBaseDTO object that contains the properties of this OpenDIAsset