EmbeddingToolReductionStrategy Class
Definition
Important
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A tool reduction strategy that ranks tools by embedding similarity to the current conversation context.
public ref class EmbeddingToolReductionStrategy sealed : Microsoft::Extensions::AI::IToolReductionStrategy[System.Diagnostics.CodeAnalysis.Experimental("MEAI001")]
public sealed class EmbeddingToolReductionStrategy : Microsoft.Extensions.AI.IToolReductionStrategypublic sealed class EmbeddingToolReductionStrategy : Microsoft.Extensions.AI.IToolReductionStrategy[<System.Diagnostics.CodeAnalysis.Experimental("MEAI001")>]
type EmbeddingToolReductionStrategy = class
interface IToolReductionStrategytype EmbeddingToolReductionStrategy = class
interface IToolReductionStrategyPublic NotInheritable Class EmbeddingToolReductionStrategy
Implements IToolReductionStrategy- Inheritance
-
EmbeddingToolReductionStrategy
- Attributes
- Implements
Remarks
The strategy embeds each tool (name + description by default) once (cached) and embeds the current conversation content each request. It then selects the top toolLimit tools by similarity.
Constructors
| Name | Description |
|---|---|
| EmbeddingToolReductionStrategy(IEmbeddingGenerator<String,Embedding<Single>>, Int32) |
Initializes a new instance of the EmbeddingToolReductionStrategy class. |
Properties
| Name | Description |
|---|---|
| IsRequiredTool |
Gets or sets a function that determines whether a tool is required (always included). |
| MessagesEmbeddingTextSelector |
Gets or sets the selector used to generate a single text string from a collection of chat messages for embedding purposes. |
| PreserveOriginalOrdering |
Gets or sets a value indicating whether to preserve original ordering of selected tools.
If |
| Similarity |
Gets or sets a similarity function applied to (query, tool) embedding vectors. |
| ToolEmbeddingTextSelector |
Gets or sets the selector used to generate a single text string from a tool. |
Methods
| Name | Description |
|---|---|
| SelectToolsForRequestAsync(IEnumerable<ChatMessage>, ChatOptions, CancellationToken) |
Selects the tools that should be included for a specific request. |
