LibreChat/api/server/services/Endpoints/custom/initialize.js
Danny Avila 2e519f9b57
🤖 feat: Custom Endpoint Agents (experimental) (#4627)
* wip: first pass, custom endpoint agents

* chore: imports

* chore: consolidate exports

* fix: imports

* feat: convert message.content array to strings for legacy format handling (deepseek/groq)

* refactor: normalize ollama endpoint name

* refactor: update mocking in isDomainAllowed.spec.js

* refactor: update deepseekModels in tokens.js and tokens.spec.js
2024-11-04 12:59:04 -05:00

164 lines
4.8 KiB
JavaScript

const {
CacheKeys,
ErrorTypes,
envVarRegex,
FetchTokenConfig,
extractEnvVariable,
} = require('librechat-data-provider');
const { Providers } = require('@librechat/agents');
const { getUserKeyValues, checkUserKeyExpiry } = require('~/server/services/UserService');
const { getLLMConfig } = require('~/server/services/Endpoints/openAI/llm');
const { getCustomEndpointConfig } = require('~/server/services/Config');
const { fetchModels } = require('~/server/services/ModelService');
const getLogStores = require('~/cache/getLogStores');
const { isUserProvided } = require('~/server/utils');
const { OpenAIClient } = require('~/app');
const { PROXY } = process.env;
const initializeClient = async ({ req, res, endpointOption, optionsOnly, overrideEndpoint }) => {
const { key: expiresAt } = req.body;
const endpoint = overrideEndpoint ?? req.body.endpoint;
const endpointConfig = await getCustomEndpointConfig(endpoint);
if (!endpointConfig) {
throw new Error(`Config not found for the ${endpoint} custom endpoint.`);
}
const CUSTOM_API_KEY = extractEnvVariable(endpointConfig.apiKey);
const CUSTOM_BASE_URL = extractEnvVariable(endpointConfig.baseURL);
let resolvedHeaders = {};
if (endpointConfig.headers && typeof endpointConfig.headers === 'object') {
Object.keys(endpointConfig.headers).forEach((key) => {
resolvedHeaders[key] = extractEnvVariable(endpointConfig.headers[key]);
});
}
if (CUSTOM_API_KEY.match(envVarRegex)) {
throw new Error(`Missing API Key for ${endpoint}.`);
}
if (CUSTOM_BASE_URL.match(envVarRegex)) {
throw new Error(`Missing Base URL for ${endpoint}.`);
}
const userProvidesKey = isUserProvided(CUSTOM_API_KEY);
const userProvidesURL = isUserProvided(CUSTOM_BASE_URL);
let userValues = null;
if (expiresAt && (userProvidesKey || userProvidesURL)) {
checkUserKeyExpiry(expiresAt, endpoint);
userValues = await getUserKeyValues({ userId: req.user.id, name: endpoint });
}
let apiKey = userProvidesKey ? userValues?.apiKey : CUSTOM_API_KEY;
let baseURL = userProvidesURL ? userValues?.baseURL : CUSTOM_BASE_URL;
if (userProvidesKey & !apiKey) {
throw new Error(
JSON.stringify({
type: ErrorTypes.NO_USER_KEY,
}),
);
}
if (userProvidesURL && !baseURL) {
throw new Error(
JSON.stringify({
type: ErrorTypes.NO_BASE_URL,
}),
);
}
if (!apiKey) {
throw new Error(`${endpoint} API key not provided.`);
}
if (!baseURL) {
throw new Error(`${endpoint} Base URL not provided.`);
}
const cache = getLogStores(CacheKeys.TOKEN_CONFIG);
const tokenKey =
!endpointConfig.tokenConfig && (userProvidesKey || userProvidesURL)
? `${endpoint}:${req.user.id}`
: endpoint;
let endpointTokenConfig =
!endpointConfig.tokenConfig &&
FetchTokenConfig[endpoint.toLowerCase()] &&
(await cache.get(tokenKey));
if (
FetchTokenConfig[endpoint.toLowerCase()] &&
endpointConfig &&
endpointConfig.models.fetch &&
!endpointTokenConfig
) {
await fetchModels({ apiKey, baseURL, name: endpoint, user: req.user.id, tokenKey });
endpointTokenConfig = await cache.get(tokenKey);
}
const customOptions = {
headers: resolvedHeaders,
addParams: endpointConfig.addParams,
dropParams: endpointConfig.dropParams,
titleConvo: endpointConfig.titleConvo,
titleModel: endpointConfig.titleModel,
forcePrompt: endpointConfig.forcePrompt,
summaryModel: endpointConfig.summaryModel,
modelDisplayLabel: endpointConfig.modelDisplayLabel,
titleMethod: endpointConfig.titleMethod ?? 'completion',
contextStrategy: endpointConfig.summarize ? 'summarize' : null,
directEndpoint: endpointConfig.directEndpoint,
titleMessageRole: endpointConfig.titleMessageRole,
streamRate: endpointConfig.streamRate,
endpointTokenConfig,
};
/** @type {undefined | TBaseEndpoint} */
const allConfig = req.app.locals.all;
if (allConfig) {
customOptions.streamRate = allConfig.streamRate;
}
const clientOptions = {
reverseProxyUrl: baseURL ?? null,
proxy: PROXY ?? null,
req,
res,
...customOptions,
...endpointOption,
};
if (optionsOnly) {
const modelOptions = endpointOption.model_parameters;
if (endpoint !== Providers.OLLAMA) {
const requestOptions = Object.assign(
{
modelOptions,
},
clientOptions,
);
return getLLMConfig(apiKey, requestOptions);
}
if (clientOptions.reverseProxyUrl) {
modelOptions.baseUrl = clientOptions.reverseProxyUrl.split('/v1')[0];
delete clientOptions.reverseProxyUrl;
}
return {
llmConfig: modelOptions,
};
}
const client = new OpenAIClient(apiKey, clientOptions);
return {
client,
openAIApiKey: apiKey,
};
};
module.exports = initializeClient;