agsamantha/node_modules/langchain/dist/evaluation/comparison/prompt.cjs

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2024-10-02 15:15:21 -05:00
"use strict";
/**
* Prompts for comparing the outputs of two models for a given question.
*
* This prompt is used to compare two responses and evaluate which one best follows the instructions
* and answers the question. The prompt is based on the paper from
* Zheng, et. al. https://arxiv.org/abs/2306.05685
*/
Object.defineProperty(exports, "__esModule", { value: true });
exports.PROMPT_WITH_REFERENCES = exports.PROMPT = void 0;
const prompts_1 = require("@langchain/core/prompts");
const template = `Act as a fair judge and rate the two responses to the question below.\
Choose the response that best followed the instructions and answered the question.\
Your assessment should weigh the following criteria:
{criteria}\
Start by comparing both responses and give a brief rationale.\
Avoid bias from the order of presentation or response length.
After giving your rationale, make your final decision using this format:\
"[[A]]" if assistant A is better, "[[B]]" if assistant B is better,\
and "[[C]]" for a tie. Finally, repeat the decision again on its own on a new line.
[QUESTION]
{input}
[/QUESTION]
[RESPONSE A]
{prediction}
[/RESPONSE A]
[RESPONSE B]
{predictionB}
[/RESPONSE B]`;
exports.PROMPT = new prompts_1.PromptTemplate({
inputVariables: ["input", "prediction", "predictionB", "criteria"],
template,
});
const referenceTemplate = `Act as a fair judge and rate the two responses to the question below.\
Choose the response that best followed the instructions and answered the question.\
Your assessment should weigh the following criteria:
{criteria}\
Start by comparing both responses and give a brief rationale.\
Avoid bias from the order of presentation or response length.\
Weigh accuracy based on the following ground truth reference\
answer to the question:
[REFERENCE]
{reference}
[/REFERENCE]
After giving your rationale, make your final decision using this format:\
"[[A]]" if assistant A is better, "[[B]]" if assistant B is better,\
and "[[C]]" for a tie. Finally, repeat the decision again on its own on a new line.
[QUESTION]
{input}
[/QUESTION]
[RESPONSE A]
{prediction}
[/RESPONSE A]
[RESPONSE B]
{predictionB}
[/RESPONSE B]`;
exports.PROMPT_WITH_REFERENCES = new prompts_1.PromptTemplate({
inputVariables: [
"input",
"prediction",
"predictionB",
"reference",
"criteria",
],
template: referenceTemplate,
});