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crop text in middle instead of decimate it #809

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2 changes: 1 addition & 1 deletion src/content-script/site-adapters/youtube/index.mjs
Original file line number Diff line number Diff line change
Expand Up @@ -48,7 +48,7 @@ export default {
let subtitleContent = ''
while (subtitleData.indexOf('">') !== -1) {
subtitleData = subtitleData.substring(subtitleData.indexOf('">') + 2)
subtitleContent += subtitleData.substring(0, subtitleData.indexOf('<')) + ','
subtitleContent += subtitleData.substring(0, subtitleData.indexOf('<')) + '\n'
}

subtitleContent = replaceHtmlEntities(subtitleContent)
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84 changes: 50 additions & 34 deletions src/utils/crop-text.mjs
Original file line number Diff line number Diff line change
Expand Up @@ -28,11 +28,12 @@ const clamp = (v, min, max) => {
return Math.min(Math.max(v, min), max)
}

/** this function will crop text by keeping the beginning and end */
export async function cropText(
text,
maxLength = 4000,
startLength = 400,
endLength = 300,
maxLength = 4096,
startLength = 0,
endLength = 0,
tiktoken = true,
) {
const userConfig = await getUserConfig()
Expand All @@ -41,54 +42,69 @@ export async function cropText(
null,
userConfig.customModelName,
).match(/[- (]*([0-9]+)k/)?.[1]

// for maxlength prefer modelLimit > userLimit > default
if (k) {
// if we have the models exact content limit use that
maxLength = Number(k) * 1000
maxLength -= 100 + clamp(userConfig.maxResponseTokenLength, 1, maxLength - 1000)
} else if (userConfig.maxResponseTokenLength) {
// if we don't have the models exact content limit use the default
maxLength = userConfig.maxResponseTokenLength
} else {
maxLength -= 100 + clamp(userConfig.maxResponseTokenLength, 1, maxLength - 1000)
// if we don't have the models exact content limit use the default
}

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)
if (userConfig.maxResponseTokenLength) {
maxLength = clamp(maxLength, 1, userConfig.maxResponseTokenLength)
}
maxLength -= 100 // give some buffer

const cropLength = length - startLength - endLength
const splits = text.split(/[,,。??!!;;\n]/).map((s) => s.trim())
const splitsLength = splits.map((s) => (tiktoken ? encode(s).length : s.length))
const cropTargetLength = maxLength - startLength - endLength
const cropPercentage = cropTargetLength / cropLength
const cropStep = Math.max(0, 1 / cropPercentage - 1)

if (cropStep === 0) return text

let firstHalfTokens = 0
let secondHalfTokens = 0
const halfTargetTokens = Math.floor(cropTargetLength / 2)
let middleIndex = -1
let endStartIndex = splits.length
let totalTokens = splitsLength.reduce((sum, length) => sum + length + 1, 0)
let croppedTokens = 0
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
}
// First pass: find the middle
for (let i = 0; i < splits.length; i++) {
if (firstHalfTokens < halfTargetTokens) {
firstHalfTokens += splitsLength[i] + 1
} else {
middleIndex = i
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
// Second pass: find the start of the end section
for (let i = splits.length - 1; i >= middleIndex; i--) {
secondHalfTokens += splitsLength[i] + 1
if (secondHalfTokens >= halfTargetTokens) {
endStartIndex = i
break
}
}
currentLength += endPartLength
croppedText += endPart

// Calculate cropped tokens
croppedTokens = totalTokens - firstHalfTokens - secondHalfTokens

// Construct the cropped text
croppedText = splits.slice(0, middleIndex).join('\n')
if (middleIndex !== endStartIndex) {
croppedText += `\n\n**Important disclaimer**, this text is incomplete! ${croppedTokens} or ${
(croppedTokens / totalTokens).toFixed(2) * 100
}% of tokens have been removed from this location in the text due to lack limited model context\n\n`
}
croppedText += splits.slice(endStartIndex).join('\n')

currentLength = firstHalfTokens + secondHalfTokens + (middleIndex !== endStartIndex ? 20 : 0) // 20 is approx the length of the disclaimer

console.log(
`input maxLength: ${maxLength}\n` +
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