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chatGPTBox/src/utils/crop-text.mjs
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2024-03-22 15:33:48 +08:00

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// MIT License
//
// Copyright (c) 2023 josStorer
//
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
//
// The above copyright notice and this permission notice shall be included in all
// copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
// SOFTWARE.
import { encode } from '@nem035/gpt-3-encoder'
import { getUserConfig, Models } from '../config/index.mjs'
const clamp = (v, min, max) => {
return Math.min(Math.max(v, min), max)
}
export async function cropText(
text,
maxLength = 4000,
startLength = 400,
endLength = 300,
tiktoken = true,
) {
const userConfig = await getUserConfig()
const k = Models[userConfig.modelName].desc.match(/[- (]*([0-9]+)k/)?.[1]
if (k) {
maxLength = Number(k) * 1000
maxLength -= 100 + clamp(userConfig.maxResponseTokenLength, 1, maxLength - 1000)
} else {
maxLength -= 100 + clamp(userConfig.maxResponseTokenLength, 1, maxLength - 1000)
}
const splits = text.split(/[,,。?!;]/).map((s) => s.trim())
const splitsLength = splits.map((s) => (tiktoken ? encode(s).length : s.length))
const length = splitsLength.reduce((sum, length) => sum + length, 0)
const cropLength = length - startLength - endLength
const cropTargetLength = maxLength - startLength - endLength
const cropPercentage = cropTargetLength / cropLength
const cropStep = Math.max(0, 1 / cropPercentage - 1)
if (cropStep === 0) return text
let croppedText = ''
let currentLength = 0
let currentIndex = 0
let currentStep = 0
for (; currentIndex < splits.length; currentIndex++) {
if (currentLength + splitsLength[currentIndex] + 1 <= startLength) {
croppedText += splits[currentIndex] + ','
currentLength += splitsLength[currentIndex] + 1
} else if (currentLength + splitsLength[currentIndex] + 1 + endLength <= maxLength) {
if (currentStep < cropStep) {
currentStep++
} else {
croppedText += splits[currentIndex] + ','
currentLength += splitsLength[currentIndex] + 1
currentStep = currentStep - cropStep
}
} else {
break
}
}
let endPart = ''
let endPartLength = 0
for (let i = splits.length - 1; endPartLength + splitsLength[i] <= endLength; i--) {
endPart = splits[i] + ',' + endPart
endPartLength += splitsLength[i] + 1
}
currentLength += endPartLength
croppedText += endPart
console.log(
`input maxLength: ${maxLength}\n` +
`maxResponseTokenLength: ${userConfig.maxResponseTokenLength}\n` +
// `croppedTextLength: ${tiktoken ? encode(croppedText).length : croppedText.length}\n` +
`desiredLength: ${currentLength}\n` +
`content: ${croppedText}`,
)
return croppedText
}