@microsoft/teams-ai
Version:
SDK focused on building AI based applications for Microsoft Teams.
83 lines • 4.57 kB
TypeScript
/**
* @module teams-ai
*/
/**
* Copyright (c) Microsoft Corporation. All rights reserved.
* Licensed under the MIT License.
*/
import { Message } from './Message';
import { PromptFunctions } from './PromptFunctions';
import { PromptSection, RenderedPromptSection } from './PromptSection';
import { TurnContext } from 'botbuilder';
import { Tokenizer } from '../tokenizers';
import { Memory } from '../MemoryFork';
/**
* Abstract Base class for most prompt sections.
* @remarks
* This class provides a default implementation of `renderAsText()` so that derived classes only
* need to implement `renderAsMessages()`.
*/
export declare abstract class PromptSectionBase implements PromptSection {
readonly required: boolean;
readonly tokens: number;
readonly separator: string;
readonly textPrefix: string;
/**
* Creates a new 'PromptSectionBase' instance.
* @param {number} tokens - Optional. Sizing strategy for this section. Defaults to -1, 'auto'.
* @param {boolean} required - Optional. Indicates if this section is required. Defaults to `true`.
* @param {string} separator - Optional. Separator to use between sections when rendering as text. Defaults to `\n`.
* @param {string} textPrefix - Optional. Prefix to use for text output. Defaults to an empty string.
*/
constructor(tokens?: number, required?: boolean, separator?: string, textPrefix?: string);
/**
* Renders the prompt section as a string of text.
* @param {TurnContext} context - Context for the current turn of conversation.
* @param {Memory} memory - Interface for accessing state variables.
* @param {PromptFunctions} functions - Functions for rendering prompts.
* @param {Tokenizer} tokenizer - Tokenizer to use for encoding/decoding text.
* @param {number} maxTokens - Maximum number of tokens allowed for the rendered prompt.
* @returns {Promise<RenderedPromptSection<string>>} The rendered prompt section.
*/
renderAsText(context: TurnContext, memory: Memory, functions: PromptFunctions, tokenizer: Tokenizer, maxTokens: number): Promise<RenderedPromptSection<string>>;
/**
* Renders the prompt section as a list of `Message` objects.
* @remarks
* MUST be implemented by derived classes.
* @param {TurnContext} context - Context for the current turn of conversation.
* @param {Memory} memory - Interface for accessing state variables.
* @param {PromptFunctions} functions - Functions for rendering prompts.
* @param {Tokenizer} tokenizer - Tokenizer to use for encoding/decoding text.
* @param {number} maxTokens - Maximum number of tokens allowed for the rendered prompt.
* @returns {Promise<RenderedPromptSection<Message<any>[]>>} The rendered prompt section.
*/
abstract renderAsMessages(context: TurnContext, memory: Memory, functions: PromptFunctions, tokenizer: Tokenizer, maxTokens: number): Promise<RenderedPromptSection<Message<any>[]>>;
/**
* Calculates the token budget for the prompt section.
* @remarks
* If the section has a fixed length, the budget will be the minimum of the section's length
* and the maximum number of tokens. Otherwise, the budget will be the maximum number of tokens.
* @param {number} maxTokens - Maximum number of tokens allowed for the rendered prompt.
* @returns {number} The token budget for the prompt section.
*/
protected getTokenBudget(maxTokens: number): number;
/**
* Helper method for returning a list of messages from `renderAsMessages()`.
* @remarks
* If the section has a fixed length, the function will truncate the list of messages to
* fit within the token budget.
* @param {Message[]} output - List of messages to return.
* @param {number} length Total number of tokens consumed by the list of messages.
* @param {Tokenizer} tokenizer Tokenizer to use for encoding/decoding text.
* @param {number} maxTokens Maximum number of tokens allowed for the rendered prompt.
* @returns {RenderedPromptSection<Message[]>} The rendered prompt section.
*/
protected returnMessages(output: Message[], length: number, tokenizer: Tokenizer, maxTokens: number): RenderedPromptSection<Message[]>;
/**
* Returns the content of a message as a string.
* @param {Message} message - Message to get the text of.
* @returns {string} The message content as a string.
*/
static getMessageText(message: Message): string;
}
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