LibreChat/api/server/utils/handleText.js
Danny Avila 29473a72db
💫 feat: Config File & Custom Endpoints (#1474)
* 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
2024-01-03 09:22:48 -05:00

198 lines
5.6 KiB
JavaScript

const partialRight = require('lodash/partialRight');
const { sendMessage } = require('./streamResponse');
const { getCitations, citeText } = require('./citations');
const cursor = '<span className="result-streaming">█</span>';
const citationRegex = /\[\^\d+?\^]/g;
const addSpaceIfNeeded = (text) => (text.length > 0 && !text.endsWith(' ') ? text + ' ' : text);
const createOnProgress = ({ generation = '', onProgress: _onProgress }) => {
let i = 0;
let code = '';
let precode = '';
let codeBlock = false;
let tokens = addSpaceIfNeeded(generation);
const progressCallback = async (partial, { res, text, bing = false, ...rest }) => {
let chunk = partial === text ? '' : partial;
tokens += chunk;
precode += chunk;
tokens = tokens.replaceAll('[DONE]', '');
if (codeBlock) {
code += chunk;
}
if (precode.includes('```') && codeBlock) {
codeBlock = false;
precode = precode.replace(/```/g, '');
code = '';
}
if (precode.includes('```') && code === '') {
precode = precode.replace(/```/g, '');
codeBlock = true;
}
if (tokens.match(/^\n(?!:::plugins:::)/)) {
tokens = tokens.replace(/^\n/, '');
}
if (bing) {
tokens = citeText(tokens, true);
}
const payload = { text: tokens, message: true, initial: i === 0, ...rest };
sendMessage(res, { ...payload, text: tokens });
_onProgress && _onProgress(payload);
i++;
};
const sendIntermediateMessage = (res, payload, extraTokens = '') => {
tokens += extraTokens;
sendMessage(res, {
text: tokens?.length === 0 ? cursor : tokens,
message: true,
initial: i === 0,
...payload,
});
i++;
};
const onProgress = (opts) => {
return partialRight(progressCallback, opts);
};
const getPartialText = () => {
return tokens;
};
return { onProgress, getPartialText, sendIntermediateMessage };
};
const handleText = async (response, bing = false) => {
let { text } = response;
response.text = text;
if (bing) {
const links = getCitations(response);
if (response.text.match(citationRegex)?.length > 0) {
text = citeText(response);
}
text += links?.length > 0 ? `\n- ${links}` : '';
}
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';
/**
* Extracts the value of an environment variable from a string.
* @param {string} value - The value to be processed, possibly containing an env variable placeholder.
* @returns {string} - The actual value from the environment variable or the original value.
*/
function extractEnvVariable(value) {
const envVarMatch = value.match(/^\${(.+)}$/);
if (envVarMatch) {
return process.env[envVarMatch[1]] || value;
}
return value;
}
module.exports = {
createOnProgress,
isEnabled,
handleText,
formatSteps,
formatAction,
addSpaceIfNeeded,
isUserProvided,
extractEnvVariable,
};