LibreChat/api/server/utils/handleText.js
Danny Avila d6a17784dc
🔗 feat: Agent Chain (Mixture-of-Agents) (#6374)
* wip: first pass, dropdown for selecting sequential agents

* refactor: Improve agent selection logic and enhance performance in SequentialAgents component

* wip: seq. agents working ideas

* wip: sequential agents style change

* refactor: move agent form options/submission outside of AgentConfig

* refactor: prevent repeating code

* refactor: simplify current agent display in SequentialAgents component

* feat: persist  form value handling in AgentSelect component for agent_ids

* feat: first pass, sequential agnets agent update

* feat: enhance message display with agent updates and empty text handling

* chore: update Icon component to use EModelEndpoint for agent endpoints

* feat: update content type checks in BaseClient to use constants for better readability

* feat: adjust max context tokens calculation to use 90% of the model's max tokens

* feat: first pass, agent run message pruning

* chore: increase max listeners for abort controller to prevent memory leaks

* feat: enhance runAgent function to include current index count map for improved token tracking

* chore: update @librechat/agents dependency to version 2.2.5

* feat: update icons and style of SequentialAgents component for improved UI consistency

* feat: add AdvancedButton and AdvancedPanel components for enhanced agent settings navigation, update styling for agent form

* chore: adjust minimum height of AdvancedPanel component for better layout consistency

* chore: update @librechat/agents dependency to version 2.2.6

* feat: enhance message formatting by incorporating tool set into agent message processing, in order to allow better mix/matching of agents (as tool calls for tools not found in set will be stringified)

* refactor: reorder components in AgentConfig for improved readability and maintainability

* refactor: enhance layout of AgentUpdate component for improved visual structure

* feat: add DeepSeek provider to Bedrock settings and schemas

* feat: enhance link styling in mobile.css for better visibility and accessibility

* fix: update banner model import in update banner script; export Banner model

* refactor: `duplicateAgentHandler` to include tool_resources only for OCR context files

* feat: add 'qwen-vl' to visionModels for enhanced model support

* fix: change image format from JPEG to PNG in DALLE3 response

* feat: reorganize Advanced components and add localizations

* refactor: simplify JSX structure in AgentChain component to defer container styling to parent

* feat: add FormInput component for reusable input handling

* feat: make agent recursion limit configurable from builder

* feat: add support for agent capabilities chain in AdvancedPanel and update data-provider version

* feat: add maxRecursionLimit configuration for agents and update related documentation

* fix: update CONFIG_VERSION to 1.2.3 in data provider configuration

* feat: replace recursion limit input with MaxAgentSteps component and enhance input handling

* feat: enhance AgentChain component with hover card for additional information and update related labels

* fix: pass request and response objects to `createActionTool` when using assistant actions to prevent auth error

* feat: update AgentChain component layout to include agent count display

* feat: increase default max listeners and implement capability check function for agent chain

* fix: update link styles in mobile.css for better visibility in dark mode

* chore: temp. remove agents package while bumping shared packages

* chore: update @langchain/google-genai package to version 0.1.11

* chore: update @langchain/google-vertexai package to version 0.2.2

* chore: add @librechat/agents package at version 2.2.8

* feat: add deepseek.r1 model with token rate and context values for bedrock
2025-03-17 16:43:44 -04:00

273 lines
7.4 KiB
JavaScript

const path = require('path');
const crypto = require('crypto');
const {
Capabilities,
EModelEndpoint,
isAgentsEndpoint,
AgentCapabilities,
isAssistantsEndpoint,
defaultRetrievalModels,
defaultAssistantsVersion,
} = require('librechat-data-provider');
const { Providers } = require('@librechat/agents');
const partialRight = require('lodash/partialRight');
const { sendMessage } = require('./streamResponse');
/** Helper function to escape special characters in regex
* @param {string} string - The string to escape.
* @returns {string} The escaped string.
*/
function escapeRegExp(string) {
return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&');
}
const addSpaceIfNeeded = (text) => (text.length > 0 && !text.endsWith(' ') ? text + ' ' : text);
const base = { message: true, initial: true };
const createOnProgress = (
{ generation = '', onProgress: _onProgress } = {
generation: '',
onProgress: null,
},
) => {
let i = 0;
let tokens = addSpaceIfNeeded(generation);
const basePayload = Object.assign({}, base, { text: tokens || '' });
const progressCallback = (chunk, { res, ...rest }) => {
basePayload.text = basePayload.text + chunk;
const payload = Object.assign({}, basePayload, rest);
sendMessage(res, payload);
if (_onProgress) {
_onProgress(payload);
}
if (i === 0) {
basePayload.initial = false;
}
i++;
};
const sendIntermediateMessage = (res, payload, extraTokens = '') => {
basePayload.text = basePayload.text + extraTokens;
const message = Object.assign({}, basePayload, payload);
sendMessage(res, message);
if (i === 0) {
basePayload.initial = false;
}
i++;
};
const onProgress = (opts) => {
return partialRight(progressCallback, opts);
};
const getPartialText = () => {
return basePayload.text;
};
return { onProgress, getPartialText, sendIntermediateMessage };
};
const handleText = async (response) => {
let { text } = response;
response.text = text;
return text;
};
const isObject = (item) => item && typeof item === 'object' && !Array.isArray(item);
const getString = (input) => (isObject(input) ? JSON.stringify(input) : input);
function formatSteps(steps) {
let output = '';
for (let i = 0; i < steps.length; i++) {
const step = steps[i];
const actionInput = getString(step.action.toolInput);
const observation = step.observation;
if (actionInput === 'N/A' || observation?.trim()?.length === 0) {
continue;
}
output += `Input: ${actionInput}\nOutput: ${getString(observation)}`;
if (steps.length > 1 && i !== steps.length - 1) {
output += '\n---\n';
}
}
return output;
}
function formatAction(action) {
const formattedAction = {
plugin: action.tool,
input: getString(action.toolInput),
thought: action.log.includes('Thought: ')
? action.log.split('\n')[0].replace('Thought: ', '')
: action.log.split('\n')[0],
};
formattedAction.thought = getString(formattedAction.thought);
if (action.tool.toLowerCase() === 'self-reflection' || formattedAction.plugin === 'N/A') {
formattedAction.inputStr = `{\n\tthought: ${formattedAction.input}${
!formattedAction.thought.includes(formattedAction.input)
? ' - ' + formattedAction.thought
: ''
}\n}`;
formattedAction.inputStr = formattedAction.inputStr.replace('N/A - ', '');
} else {
const hasThought = formattedAction.thought.length > 0;
const thought = hasThought ? `\n\tthought: ${formattedAction.thought}` : '';
formattedAction.inputStr = `{\n\tplugin: ${formattedAction.plugin}\n\tinput: ${formattedAction.input}\n${thought}}`;
}
return formattedAction;
}
/**
* Checks if the given value is truthy by being either the boolean `true` or a string
* that case-insensitively matches 'true'.
*
* @function
* @param {string|boolean|null|undefined} value - The value to check.
* @returns {boolean} Returns `true` if the value is the boolean `true` or a case-insensitive
* match for the string 'true', otherwise returns `false`.
* @example
*
* isEnabled("True"); // returns true
* isEnabled("TRUE"); // returns true
* isEnabled(true); // returns true
* isEnabled("false"); // returns false
* isEnabled(false); // returns false
* isEnabled(null); // returns false
* isEnabled(); // returns false
*/
function isEnabled(value) {
if (typeof value === 'boolean') {
return value;
}
if (typeof value === 'string') {
return value.toLowerCase().trim() === 'true';
}
return false;
}
/**
* Checks if the provided value is 'user_provided'.
*
* @param {string} value - The value to check.
* @returns {boolean} - Returns true if the value is 'user_provided', otherwise false.
*/
const isUserProvided = (value) => value === 'user_provided';
/**
* Generate the configuration for a given key and base URL.
* @param {string} key
* @param {string} [baseURL]
* @param {string} [endpoint]
* @returns {boolean | { userProvide: boolean, userProvideURL?: boolean }}
*/
function generateConfig(key, baseURL, endpoint) {
if (!key) {
return false;
}
/** @type {{ userProvide: boolean, userProvideURL?: boolean }} */
const config = { userProvide: isUserProvided(key) };
if (baseURL) {
config.userProvideURL = isUserProvided(baseURL);
}
const assistants = isAssistantsEndpoint(endpoint);
const agents = isAgentsEndpoint(endpoint);
if (assistants) {
config.retrievalModels = defaultRetrievalModels;
config.capabilities = [
Capabilities.code_interpreter,
Capabilities.image_vision,
Capabilities.retrieval,
Capabilities.actions,
Capabilities.tools,
];
}
if (agents) {
config.capabilities = [
AgentCapabilities.execute_code,
AgentCapabilities.file_search,
AgentCapabilities.artifacts,
AgentCapabilities.actions,
AgentCapabilities.tools,
AgentCapabilities.ocr,
AgentCapabilities.chain,
];
}
if (assistants && endpoint === EModelEndpoint.azureAssistants) {
config.version = defaultAssistantsVersion.azureAssistants;
} else if (assistants) {
config.version = defaultAssistantsVersion.assistants;
}
return config;
}
/**
* Normalize the endpoint name to system-expected value.
* @param {string} name
* @returns {string}
*/
function normalizeEndpointName(name = '') {
return name.toLowerCase() === Providers.OLLAMA ? Providers.OLLAMA : name;
}
/**
* Sanitize a filename by removing any directory components, replacing non-alphanumeric characters
* @param {string} inputName
* @returns {string}
*/
function sanitizeFilename(inputName) {
// Remove any directory components
let name = path.basename(inputName);
// Replace any non-alphanumeric characters except for '.' and '-'
name = name.replace(/[^a-zA-Z0-9.-]/g, '_');
// Ensure the name doesn't start with a dot (hidden file in Unix-like systems)
if (name.startsWith('.') || name === '') {
name = '_' + name;
}
// Limit the length of the filename
const MAX_LENGTH = 255;
if (name.length > MAX_LENGTH) {
const ext = path.extname(name);
const nameWithoutExt = path.basename(name, ext);
name =
nameWithoutExt.slice(0, MAX_LENGTH - ext.length - 7) +
'-' +
crypto.randomBytes(3).toString('hex') +
ext;
}
return name;
}
module.exports = {
isEnabled,
handleText,
formatSteps,
escapeRegExp,
formatAction,
isUserProvided,
generateConfig,
addSpaceIfNeeded,
createOnProgress,
sanitizeFilename,
normalizeEndpointName,
};