LibreChat/api/server/services/Endpoints/azureAssistants/initializeClient.js
Danny Avila 1a452121fa
🤖 feat: OpenAI Assistants v2 (initial support) (#2781)
* 🤖 Assistants V2 Support: Part 1

- Separated Azure Assistants to its own endpoint
- File Search / Vector Store integration is incomplete, but can toggle and use storage from playground
- Code Interpreter resource files can be added but not deleted
- GPT-4o is supported
- Many improvements to the Assistants Endpoint overall

data-provider v2 changes

copy existing route as v1

chore: rename new endpoint to reduce comparison operations and add new azure filesource

api: add azureAssistants part 1

force use of version for assistants/assistantsAzure

chore: switch name back to azureAssistants

refactor type version: string | number

Ensure assistants endpoints have version set

fix: isArchived type issue in ConversationListParams

refactor: update assistants mutations/queries with endpoint/version definitions, update Assistants Map structure

chore:  FilePreview component ExtendedFile type assertion

feat: isAssistantsEndpoint helper

chore: remove unused useGenerations

chore(buildTree): type issue

chore(Advanced): type issue (unused component, maybe in future)

first pass for multi-assistant endpoint rewrite

fix(listAssistants): pass params correctly

feat: list separate assistants by endpoint

fix(useTextarea): access assistantMap correctly

fix: assistant endpoint switching, resetting ID

fix: broken during rewrite, selecting assistant mention

fix: set/invalidate assistants endpoint query data correctly

feat: Fix issue with assistant ID not being reset correctly

getOpenAIClient helper function

feat: add toast for assistant deletion

fix: assistants delete right after create issue for azure

fix: assistant patching

refactor: actions to use getOpenAIClient

refactor: consolidate logic into helpers file

fix: issue where conversation data was not initially available

v1 chat support

refactor(spendTokens): only early return if completionTokens isNaN

fix(OpenAIClient): ensure spendTokens has all necessary params

refactor: route/controller logic

fix(assistants/initializeClient): use defaultHeaders field

fix: sanitize default operation id

chore: bump openai package

first pass v2 action service

feat: retroactive domain parsing for actions added via v1

feat: delete db records of actions/assistants on openai assistant deletion

chore: remove vision tools from v2 assistants

feat: v2 upload and delete assistant vision images

WIP first pass, thread attachments

fix: show assistant vision files (save local/firebase copy)

v2 image continue

fix: annotations

fix: refine annotations

show analyze as error if is no longer submitting before progress reaches 1 and show file_search as retrieval tool

fix: abort run, undefined endpoint issue

refactor: consolidate capabilities logic and anticipate versioning

frontend version 2 changes

fix: query selection and filter

add endpoint to unknown filepath

add file ids to resource, deleting in progress

enable/disable file search

remove version log

* 🤖 Assistants V2 Support: Part 2

🎹 fix: Autocompletion Chrome Bug on Action API Key Input

chore: remove `useOriginNavigate`

chore: set correct OpenAI Storage Source

fix: azure file deletions, instantiate clients by source for deletion

update code interpret files info

feat: deleteResourceFileId

chore: increase poll interval as azure easily rate limits

fix: openai file deletions, TODO: evaluate rejected deletion settled promises to determine which to delete from db records

file source icons

update table file filters

chore: file search info and versioning

fix: retrieval update with necessary tool_resources if specified

fix(useMentions): add optional chaining in case listMap value is undefined

fix: force assistant avatar roundedness

fix: azure assistants, check correct flag

chore: bump data-provider

* fix: merge conflict

* ci: fix backend tests due to new updates

* chore: update .env.example

* meilisearch improvements

* localization updates

* chore: update comparisons

* feat: add additional metadata: endpoint, author ID

* chore: azureAssistants ENDPOINTS exclusion warning
2024-05-19 12:56:55 -04:00

195 lines
5.2 KiB
JavaScript

const OpenAI = require('openai');
const { HttpsProxyAgent } = require('https-proxy-agent');
const {
ErrorTypes,
EModelEndpoint,
resolveHeaders,
mapModelToAzureConfig,
} = require('librechat-data-provider');
const {
getUserKeyValues,
getUserKeyExpiry,
checkUserKeyExpiry,
} = require('~/server/services/UserService');
const OpenAIClient = require('~/app/clients/OpenAIClient');
const { isUserProvided } = require('~/server/utils');
const { constructAzureURL } = require('~/utils');
class Files {
constructor(client) {
this._client = client;
}
/**
* Create an assistant file by attaching a
* [File](https://platform.openai.com/docs/api-reference/files) to an
* [assistant](https://platform.openai.com/docs/api-reference/assistants).
*/
create(assistantId, body, options) {
return this._client.post(`/assistants/${assistantId}/files`, {
body,
...options,
headers: { 'OpenAI-Beta': 'assistants=v1', ...options?.headers },
});
}
/**
* Retrieves an AssistantFile.
*/
retrieve(assistantId, fileId, options) {
return this._client.get(`/assistants/${assistantId}/files/${fileId}`, {
...options,
headers: { 'OpenAI-Beta': 'assistants=v1', ...options?.headers },
});
}
/**
* Delete an assistant file.
*/
del(assistantId, fileId, options) {
return this._client.delete(`/assistants/${assistantId}/files/${fileId}`, {
...options,
headers: { 'OpenAI-Beta': 'assistants=v1', ...options?.headers },
});
}
}
const initializeClient = async ({ req, res, version, endpointOption, initAppClient = false }) => {
const { PROXY, OPENAI_ORGANIZATION, AZURE_ASSISTANTS_API_KEY, AZURE_ASSISTANTS_BASE_URL } =
process.env;
const userProvidesKey = isUserProvided(AZURE_ASSISTANTS_API_KEY);
const userProvidesURL = isUserProvided(AZURE_ASSISTANTS_BASE_URL);
let userValues = null;
if (userProvidesKey || userProvidesURL) {
const expiresAt = await getUserKeyExpiry({
userId: req.user.id,
name: EModelEndpoint.azureAssistants,
});
checkUserKeyExpiry(expiresAt, EModelEndpoint.azureAssistants);
userValues = await getUserKeyValues({
userId: req.user.id,
name: EModelEndpoint.azureAssistants,
});
}
let apiKey = userProvidesKey ? userValues.apiKey : AZURE_ASSISTANTS_API_KEY;
let baseURL = userProvidesURL ? userValues.baseURL : AZURE_ASSISTANTS_BASE_URL;
const opts = {};
const clientOptions = {
reverseProxyUrl: baseURL ?? null,
proxy: PROXY ?? null,
req,
res,
...endpointOption,
};
/** @type {TAzureConfig | undefined} */
const azureConfig = req.app.locals[EModelEndpoint.azureOpenAI];
/** @type {AzureOptions | undefined} */
let azureOptions;
if (azureConfig && azureConfig.assistants) {
const { modelGroupMap, groupMap, assistantModels } = azureConfig;
const modelName = req.body.model ?? req.query.model ?? assistantModels[0];
const {
azureOptions: currentOptions,
baseURL: azureBaseURL,
headers = {},
serverless,
} = mapModelToAzureConfig({
modelName,
modelGroupMap,
groupMap,
});
azureOptions = currentOptions;
baseURL = constructAzureURL({
baseURL: azureBaseURL ?? 'https://${INSTANCE_NAME}.openai.azure.com/openai',
azureOptions,
});
apiKey = azureOptions.azureOpenAIApiKey;
opts.defaultQuery = { 'api-version': azureOptions.azureOpenAIApiVersion };
opts.defaultHeaders = resolveHeaders({
...headers,
'api-key': apiKey,
'OpenAI-Beta': `assistants=${version}`,
});
opts.model = azureOptions.azureOpenAIApiDeploymentName;
if (initAppClient) {
clientOptions.titleConvo = azureConfig.titleConvo;
clientOptions.titleModel = azureConfig.titleModel;
clientOptions.titleMethod = azureConfig.titleMethod ?? 'completion';
const groupName = modelGroupMap[modelName].group;
clientOptions.addParams = azureConfig.groupMap[groupName].addParams;
clientOptions.dropParams = azureConfig.groupMap[groupName].dropParams;
clientOptions.forcePrompt = azureConfig.groupMap[groupName].forcePrompt;
clientOptions.reverseProxyUrl = baseURL ?? clientOptions.reverseProxyUrl;
clientOptions.headers = opts.defaultHeaders;
clientOptions.azure = !serverless && azureOptions;
}
}
if (userProvidesKey & !apiKey) {
throw new Error(
JSON.stringify({
type: ErrorTypes.NO_USER_KEY,
}),
);
}
if (!apiKey) {
throw new Error('Assistants API key not provided. Please provide it again.');
}
if (baseURL) {
opts.baseURL = baseURL;
}
if (PROXY) {
opts.httpAgent = new HttpsProxyAgent(PROXY);
}
if (OPENAI_ORGANIZATION) {
opts.organization = OPENAI_ORGANIZATION;
}
/** @type {OpenAIClient} */
const openai = new OpenAI({
apiKey,
...opts,
});
openai.beta.assistants.files = new Files(openai);
openai.req = req;
openai.res = res;
if (azureOptions) {
openai.locals = { ...(openai.locals ?? {}), azureOptions };
}
if (endpointOption && initAppClient) {
const client = new OpenAIClient(apiKey, clientOptions);
return {
client,
openai,
openAIApiKey: apiKey,
};
}
return {
openai,
openAIApiKey: apiKey,
};
};
module.exports = initializeClient;