LibreChat/api/app/clients/prompts/truncate.js

116 lines
3.8 KiB
JavaScript
Raw Permalink Normal View History

const MAX_CHAR = 255;
/**
* Truncates a given text to a specified maximum length, appending ellipsis and a notification
* if the original text exceeds the maximum length.
*
* @param {string} text - The text to be truncated.
* @param {number} [maxLength=MAX_CHAR] - The maximum length of the text after truncation. Defaults to MAX_CHAR.
* @returns {string} The truncated text if the original text length exceeds maxLength, otherwise returns the original text.
*/
function truncateText(text, maxLength = MAX_CHAR) {
if (text.length > maxLength) {
return `${text.slice(0, maxLength)}... [text truncated for brevity]`;
}
return text;
}
/**
* Truncates a given text to a specified maximum length by showing the first half and the last half of the text,
* separated by ellipsis. This method ensures the output does not exceed the maximum length, including the addition
* of ellipsis and notification if the original text exceeds the maximum length.
*
* @param {string} text - The text to be truncated.
* @param {number} [maxLength=MAX_CHAR] - The maximum length of the output text after truncation. Defaults to MAX_CHAR.
* @returns {string} The truncated text showing the first half and the last half, or the original text if it does not exceed maxLength.
*/
function smartTruncateText(text, maxLength = MAX_CHAR) {
const ellipsis = '...';
const notification = ' [text truncated for brevity]';
const halfMaxLength = Math.floor((maxLength - ellipsis.length - notification.length) / 2);
if (text.length > maxLength) {
const startLastHalf = text.length - halfMaxLength;
return `${text.slice(0, halfMaxLength)}${ellipsis}${text.slice(startLastHalf)}${notification}`;
}
return text;
}
/**
* @param {TMessage[]} _messages
* @param {number} maxContextTokens
* @param {function({role: string, content: TMessageContent[]}): number} getTokenCountForMessage
*
* @returns {{
* dbMessages: TMessage[],
* editedIndices: number[]
* }}
*/
function truncateToolCallOutputs(_messages, maxContextTokens, getTokenCountForMessage) {
const THRESHOLD_PERCENTAGE = 0.5;
const targetTokenLimit = maxContextTokens * THRESHOLD_PERCENTAGE;
let currentTokenCount = 3;
const messages = [..._messages];
const processedMessages = [];
let currentIndex = messages.length;
const editedIndices = new Set();
while (messages.length > 0) {
currentIndex--;
const message = messages.pop();
currentTokenCount += message.tokenCount;
if (currentTokenCount < targetTokenLimit) {
processedMessages.push(message);
continue;
}
if (!message.content || !Array.isArray(message.content)) {
processedMessages.push(message);
continue;
}
const toolCallIndices = message.content
.map((item, index) => (item.type === 'tool_call' ? index : -1))
.filter((index) => index !== -1)
.reverse();
if (toolCallIndices.length === 0) {
processedMessages.push(message);
continue;
}
const newContent = [...message.content];
// Truncate all tool outputs since we're over threshold
for (const index of toolCallIndices) {
const toolCall = newContent[index].tool_call;
if (!toolCall || !toolCall.output) {
continue;
}
editedIndices.add(currentIndex);
newContent[index] = {
...newContent[index],
tool_call: {
...toolCall,
output: '[OUTPUT_OMITTED_FOR_BREVITY]',
},
};
}
const truncatedMessage = {
...message,
content: newContent,
tokenCount: getTokenCountForMessage({ role: 'assistant', content: newContent }),
};
processedMessages.push(truncatedMessage);
}
return { dbMessages: processedMessages.reverse(), editedIndices: Array.from(editedIndices) };
}
module.exports = { truncateText, smartTruncateText, truncateToolCallOutputs };