mirror of
https://github.com/danny-avila/LibreChat.git
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* WIP(backend/api): custom endpoint * WIP(frontend/client): custom endpoint * chore: adjust typedefs for configs * refactor: use data-provider for cache keys and rename enums and custom endpoint for better clarity and compatibility * feat: loadYaml utility * refactor: rename back to from and proof-of-concept for creating schemas from user-defined defaults * refactor: remove custom endpoint from default endpointsConfig as it will be exclusively managed by yaml config * refactor(EndpointController): rename variables for clarity * feat: initial load custom config * feat(server/utils): add simple `isUserProvided` helper * chore(types): update TConfig type * refactor: remove custom endpoint handling from model services as will be handled by config, modularize fetching of models * feat: loadCustomConfig, loadConfigEndpoints, loadConfigModels * chore: reorganize server init imports, invoke loadCustomConfig * refactor(loadConfigEndpoints/Models): return each custom endpoint as standalone endpoint * refactor(Endpoint/ModelController): spread config values after default (temporary) * chore(client): fix type issues * WIP: first pass for multiple custom endpoints - add endpointType to Conversation schema - add update zod schemas for both convo/presets to allow non-EModelEndpoint value as endpoint (also using type assertion) - use `endpointType` value as `endpoint` where mapping to type is necessary using this field - use custom defined `endpoint` value and not type for mapping to modelsConfig - misc: add return type to `getDefaultEndpoint` - in `useNewConvo`, add the endpointType if it wasn't already added to conversation - EndpointsMenu: use user-defined endpoint name as Title in menu - TODO: custom icon via custom config, change unknown to robot icon * refactor(parseConvo): pass args as an object and change where used accordingly; chore: comment out 'create schema' code * chore: remove unused availableModels field in TConfig type * refactor(parseCompactConvo): pass args as an object and change where used accordingly * feat: chat through custom endpoint * chore(message/convoSchemas): avoid saving empty arrays * fix(BaseClient/saveMessageToDatabase): save endpointType * refactor(ChatRoute): show Spinner if endpointsQuery or modelsQuery are still loading, which is apparent with slow fetching of models/remote config on first serve * fix(useConversation): assign endpointType if it's missing * fix(SaveAsPreset): pass real endpoint and endpointType when saving Preset) * chore: recorganize types order for TConfig, add `iconURL` * feat: custom endpoint icon support: - use UnknownIcon in all icon contexts - add mistral and openrouter as known endpoints, and add their icons - iconURL support * fix(presetSchema): move endpointType to default schema definitions shared between convoSchema and defaults * refactor(Settings/OpenAI): remove legacy `isOpenAI` flag * fix(OpenAIClient): do not invoke abortCompletion on completion error * feat: add responseSender/label support for custom endpoints: - use defaultModelLabel field in endpointOption - add model defaults for custom endpoints in `getResponseSender` - add `useGetSender` hook which uses EndpointsQuery to determine `defaultModelLabel` - include defaultModelLabel from endpointConfig in custom endpoint client options - pass `endpointType` to `getResponseSender` * feat(OpenAIClient): use custom options from config file * refactor: rename `defaultModelLabel` to `modelDisplayLabel` * refactor(data-provider): separate concerns from `schemas` into `parsers`, `config`, and fix imports elsewhere * feat: `iconURL` and extract environment variables from custom endpoint config values * feat: custom config validation via zod schema, rename and move to `./projectRoot/librechat.yaml` * docs: custom config docs and examples * fix(OpenAIClient/mistral): mistral does not allow singular system message, also add `useChatCompletion` flag to use openai-node for title completions * fix(custom/initializeClient): extract env var and use `isUserProvided` function * Update librechat.example.yaml * feat(InputWithLabel): add className props, and forwardRef * fix(streamResponse): handle error edge case where either messages or convos query throws an error * fix(useSSE): handle errorHandler edge cases where error response is and is not properly formatted from API, especially when a conversationId is not yet provided, which ensures stream is properly closed on error * feat: user_provided keys for custom endpoints * fix(config/endpointSchema): do not allow default endpoint values in custom endpoint `name` * feat(loadConfigModels): extract env variables and optimize fetching models * feat: support custom endpoint iconURL for messages and Nav * feat(OpenAIClient): add/dropParams support * docs: update docs with default params, add/dropParams, and notes to use config file instead of `OPENAI_REVERSE_PROXY` * docs: update docs with additional notes * feat(maxTokensMap): add mistral models (32k context) * docs: update openrouter notes * Update ai_setup.md * docs(custom_config): add table of contents and fix note about custom name * docs(custom_config): reorder ToC * Update custom_config.md * Add note about `max_tokens` field in custom_config.md
198 lines
5.6 KiB
JavaScript
198 lines
5.6 KiB
JavaScript
const partialRight = require('lodash/partialRight');
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const { sendMessage } = require('./streamResponse');
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const { getCitations, citeText } = require('./citations');
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const cursor = '<span className="result-streaming">█</span>';
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const citationRegex = /\[\^\d+?\^]/g;
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const addSpaceIfNeeded = (text) => (text.length > 0 && !text.endsWith(' ') ? text + ' ' : text);
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const createOnProgress = ({ generation = '', onProgress: _onProgress }) => {
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let i = 0;
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let code = '';
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let precode = '';
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let codeBlock = false;
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let tokens = addSpaceIfNeeded(generation);
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const progressCallback = async (partial, { res, text, bing = false, ...rest }) => {
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let chunk = partial === text ? '' : partial;
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tokens += chunk;
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precode += chunk;
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tokens = tokens.replaceAll('[DONE]', '');
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if (codeBlock) {
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code += chunk;
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}
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if (precode.includes('```') && codeBlock) {
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codeBlock = false;
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precode = precode.replace(/```/g, '');
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code = '';
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}
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if (precode.includes('```') && code === '') {
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precode = precode.replace(/```/g, '');
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codeBlock = true;
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}
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if (tokens.match(/^\n(?!:::plugins:::)/)) {
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tokens = tokens.replace(/^\n/, '');
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}
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if (bing) {
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tokens = citeText(tokens, true);
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}
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const payload = { text: tokens, message: true, initial: i === 0, ...rest };
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sendMessage(res, { ...payload, text: tokens });
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_onProgress && _onProgress(payload);
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i++;
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};
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const sendIntermediateMessage = (res, payload, extraTokens = '') => {
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tokens += extraTokens;
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sendMessage(res, {
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text: tokens?.length === 0 ? cursor : tokens,
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message: true,
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initial: i === 0,
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...payload,
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});
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i++;
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};
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const onProgress = (opts) => {
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return partialRight(progressCallback, opts);
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};
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const getPartialText = () => {
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return tokens;
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};
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return { onProgress, getPartialText, sendIntermediateMessage };
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};
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const handleText = async (response, bing = false) => {
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let { text } = response;
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response.text = text;
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if (bing) {
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const links = getCitations(response);
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if (response.text.match(citationRegex)?.length > 0) {
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text = citeText(response);
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}
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text += links?.length > 0 ? `\n- ${links}` : '';
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}
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return text;
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};
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const isObject = (item) => item && typeof item === 'object' && !Array.isArray(item);
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const getString = (input) => (isObject(input) ? JSON.stringify(input) : input);
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function formatSteps(steps) {
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let output = '';
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for (let i = 0; i < steps.length; i++) {
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const step = steps[i];
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const actionInput = getString(step.action.toolInput);
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const observation = step.observation;
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if (actionInput === 'N/A' || observation?.trim()?.length === 0) {
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continue;
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}
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output += `Input: ${actionInput}\nOutput: ${getString(observation)}`;
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if (steps.length > 1 && i !== steps.length - 1) {
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output += '\n---\n';
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}
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}
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return output;
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}
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function formatAction(action) {
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const formattedAction = {
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plugin: action.tool,
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input: getString(action.toolInput),
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thought: action.log.includes('Thought: ')
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? action.log.split('\n')[0].replace('Thought: ', '')
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: action.log.split('\n')[0],
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};
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formattedAction.thought = getString(formattedAction.thought);
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if (action.tool.toLowerCase() === 'self-reflection' || formattedAction.plugin === 'N/A') {
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formattedAction.inputStr = `{\n\tthought: ${formattedAction.input}${
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!formattedAction.thought.includes(formattedAction.input)
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? ' - ' + formattedAction.thought
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: ''
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}\n}`;
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formattedAction.inputStr = formattedAction.inputStr.replace('N/A - ', '');
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} else {
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const hasThought = formattedAction.thought.length > 0;
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const thought = hasThought ? `\n\tthought: ${formattedAction.thought}` : '';
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formattedAction.inputStr = `{\n\tplugin: ${formattedAction.plugin}\n\tinput: ${formattedAction.input}\n${thought}}`;
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}
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return formattedAction;
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}
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/**
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* Checks if the given value is truthy by being either the boolean `true` or a string
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* that case-insensitively matches 'true'.
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*
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* @function
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* @param {string|boolean|null|undefined} value - The value to check.
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* @returns {boolean} Returns `true` if the value is the boolean `true` or a case-insensitive
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* match for the string 'true', otherwise returns `false`.
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* @example
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*
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* isEnabled("True"); // returns true
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* isEnabled("TRUE"); // returns true
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* isEnabled(true); // returns true
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* isEnabled("false"); // returns false
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* isEnabled(false); // returns false
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* isEnabled(null); // returns false
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* isEnabled(); // returns false
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*/
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function isEnabled(value) {
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if (typeof value === 'boolean') {
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return value;
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}
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if (typeof value === 'string') {
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return value.toLowerCase().trim() === 'true';
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}
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return false;
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}
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/**
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* Checks if the provided value is 'user_provided'.
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*
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* @param {string} value - The value to check.
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* @returns {boolean} - Returns true if the value is 'user_provided', otherwise false.
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*/
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const isUserProvided = (value) => value === 'user_provided';
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/**
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* Extracts the value of an environment variable from a string.
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* @param {string} value - The value to be processed, possibly containing an env variable placeholder.
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* @returns {string} - The actual value from the environment variable or the original value.
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*/
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function extractEnvVariable(value) {
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const envVarMatch = value.match(/^\${(.+)}$/);
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if (envVarMatch) {
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return process.env[envVarMatch[1]] || value;
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}
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return value;
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}
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module.exports = {
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createOnProgress,
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isEnabled,
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handleText,
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formatSteps,
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formatAction,
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addSpaceIfNeeded,
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isUserProvided,
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extractEnvVariable,
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};
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