LibreChat/packages/data-provider/src/file-config.ts
Danny Avila f7761df52c
🗃️ feat: General File Support for OpenAI, Azure, Custom, Anthropic and Google (RAG) (#2143)
* refactor: re-purpose `resendImages` as `resendFiles`

* refactor: re-purpose `resendImages` as `resendFiles`

* feat: upload general files

* feat: embed file during upload

* feat: delete file embeddings on file deletion

* chore(fileConfig): add epub+zip type

* feat(encodeAndFormat): handle non-image files

* feat(createContextHandlers): build context prompt from file attachments and successful RAG

* fix: prevent non-temp files as well as embedded files to be deleted on new conversation

* fix: remove temp_file_id on usage, prevent non-temp files as well as embedded files to be deleted on new conversation

* fix: prevent non-temp files as well as embedded files to be deleted on new conversation

* feat(OpenAI/Anthropic/Google): basic RAG support

* fix: delete `resendFiles` only when true (Default)

* refactor(RAG): update endpoints and pass JWT

* fix(resendFiles): default values

* fix(context/processFile): query unique ids only

* feat: rag-api.yaml

* feat: file upload improved ux for longer uploads

* chore: await embed call and catch embedding errors

* refactor: store augmentedPrompt in Client

* refactor(processFileUpload): throw error if not assistant file upload

* fix(useFileHandling): handle markdown empty mimetype issue

* chore: necessary compose file changes
2024-03-19 20:54:30 -04:00

265 lines
7.3 KiB
TypeScript

/* eslint-disable max-len */
import { z } from 'zod';
import { EModelEndpoint } from './schemas';
import type { FileConfig, EndpointFileConfig } from './types/files';
export const supportsFiles = {
[EModelEndpoint.openAI]: true,
[EModelEndpoint.google]: true,
[EModelEndpoint.assistants]: true,
[EModelEndpoint.azureOpenAI]: true,
[EModelEndpoint.anthropic]: true,
[EModelEndpoint.custom]: true,
};
export const excelFileTypes = [
'application/vnd.ms-excel',
'application/msexcel',
'application/x-msexcel',
'application/x-ms-excel',
'application/x-excel',
'application/x-dos_ms_excel',
'application/xls',
'application/x-xls',
'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
];
export const fullMimeTypesList = [
'text/x-c',
'text/x-c++',
'application/csv',
'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
'text/html',
'text/x-java',
'application/json',
'text/markdown',
'application/pdf',
'text/x-php',
'application/vnd.openxmlformats-officedocument.presentationml.presentation',
'text/x-python',
'text/x-script.python',
'text/x-ruby',
'text/x-tex',
'text/plain',
'text/css',
'image/jpeg',
'text/javascript',
'image/gif',
'image/png',
'application/x-tar',
'application/typescript',
'application/xml',
'application/zip',
...excelFileTypes,
];
export const codeInterpreterMimeTypesList = [
'text/x-c',
'text/x-c++',
'application/csv',
'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
'text/html',
'text/x-java',
'application/json',
'text/markdown',
'application/pdf',
'text/x-php',
'application/vnd.openxmlformats-officedocument.presentationml.presentation',
'text/x-python',
'text/x-script.python',
'text/x-ruby',
'text/x-tex',
'text/plain',
'text/css',
'image/jpeg',
'text/javascript',
'image/gif',
'image/png',
'application/x-tar',
'application/typescript',
'application/xml',
'application/zip',
...excelFileTypes,
];
export const retrievalMimeTypesList = [
'text/x-c',
'text/x-c++',
'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
'text/html',
'text/x-java',
'application/json',
'text/markdown',
'application/pdf',
'text/x-php',
'application/vnd.openxmlformats-officedocument.presentationml.presentation',
'text/x-python',
'text/x-script.python',
'text/x-ruby',
'text/x-tex',
'text/plain',
];
export const imageExtRegex = /\.(jpg|jpeg|png|gif|webp)$/i;
export const excelMimeTypes =
/^application\/(vnd\.ms-excel|msexcel|x-msexcel|x-ms-excel|x-excel|x-dos_ms_excel|xls|x-xls|vnd\.openxmlformats-officedocument\.spreadsheetml\.sheet)$/;
export const textMimeTypes =
/^(text\/(x-c|x-c\+\+|x-java|html|markdown|x-php|x-python|x-script\.python|x-ruby|x-tex|plain|css|javascript|csv))$/;
export const applicationMimeTypes =
/^(application\/(epub\+zip|csv|json|pdf|x-tar|typescript|vnd\.openxmlformats-officedocument\.(wordprocessingml\.document|presentationml\.presentation|spreadsheetml\.sheet)|xml|zip))$/;
export const imageMimeTypes = /^image\/(jpeg|gif|png|webp)$/;
export const supportedMimeTypes = [
textMimeTypes,
excelMimeTypes,
applicationMimeTypes,
imageMimeTypes,
];
export const codeInterpreterMimeTypes = [
textMimeTypes,
excelMimeTypes,
applicationMimeTypes,
imageMimeTypes,
];
export const retrievalMimeTypes = [
/^(text\/(x-c|x-c\+\+|html|x-java|markdown|x-php|x-python|x-script\.python|x-ruby|x-tex|plain))$/,
/^(application\/(json|pdf|vnd\.openxmlformats-officedocument\.(wordprocessingml\.document|presentationml\.presentation)))$/,
];
export const megabyte = 1024 * 1024;
/** Helper function to get megabytes value */
export const mbToBytes = (mb: number): number => mb * megabyte;
export const fileConfig = {
endpoints: {
[EModelEndpoint.assistants]: {
fileLimit: 10,
fileSizeLimit: mbToBytes(512),
totalSizeLimit: mbToBytes(512),
supportedMimeTypes,
disabled: false,
},
default: {
fileLimit: 10,
fileSizeLimit: mbToBytes(512),
totalSizeLimit: mbToBytes(512),
supportedMimeTypes,
disabled: false,
},
},
serverFileSizeLimit: mbToBytes(512),
avatarSizeLimit: mbToBytes(2),
checkType: function (fileType: string, supportedTypes: RegExp[] = supportedMimeTypes) {
return supportedTypes.some((regex) => regex.test(fileType));
},
};
const supportedMimeTypesSchema = z
.array(z.any())
.optional()
.refine(
(mimeTypes) => {
if (!mimeTypes) {
return true;
}
return mimeTypes.every(
(mimeType) => mimeType instanceof RegExp || typeof mimeType === 'string',
);
},
{
message: 'Each mimeType must be a string or a RegExp object.',
},
);
export const endpointFileConfigSchema = z.object({
disabled: z.boolean().optional(),
fileLimit: z.number().min(0).optional(),
fileSizeLimit: z.number().min(0).optional(),
totalSizeLimit: z.number().min(0).optional(),
supportedMimeTypes: supportedMimeTypesSchema.optional(),
});
export const fileConfigSchema = z.object({
endpoints: z.record(endpointFileConfigSchema).optional(),
serverFileSizeLimit: z.number().min(0).optional(),
avatarSizeLimit: z.number().min(0).optional(),
});
/** Helper function to safely convert string patterns to RegExp objects */
export const convertStringsToRegex = (patterns: string[]): RegExp[] =>
patterns.reduce((acc: RegExp[], pattern) => {
try {
const regex = new RegExp(pattern);
acc.push(regex);
} catch (error) {
console.error(`Invalid regex pattern "${pattern}" skipped.`);
}
return acc;
}, []);
export function mergeFileConfig(dynamic: z.infer<typeof fileConfigSchema> | undefined): FileConfig {
const mergedConfig = fileConfig as FileConfig;
if (!dynamic) {
return mergedConfig;
}
if (dynamic.serverFileSizeLimit !== undefined) {
mergedConfig.serverFileSizeLimit = mbToBytes(dynamic.serverFileSizeLimit);
}
if (dynamic.avatarSizeLimit !== undefined) {
mergedConfig.avatarSizeLimit = mbToBytes(dynamic.avatarSizeLimit);
}
if (!dynamic.endpoints) {
return mergedConfig;
}
for (const key in dynamic.endpoints) {
const dynamicEndpoint = (dynamic.endpoints as Record<string, EndpointFileConfig>)[key];
if (!mergedConfig.endpoints[key]) {
mergedConfig.endpoints[key] = {};
}
const mergedEndpoint = mergedConfig.endpoints[key];
if (dynamicEndpoint.disabled === true) {
mergedEndpoint.disabled = true;
mergedEndpoint.fileLimit = 0;
mergedEndpoint.fileSizeLimit = 0;
mergedEndpoint.totalSizeLimit = 0;
mergedEndpoint.supportedMimeTypes = [];
continue;
}
if (dynamicEndpoint.fileSizeLimit !== undefined) {
mergedEndpoint.fileSizeLimit = mbToBytes(dynamicEndpoint.fileSizeLimit);
}
if (dynamicEndpoint.totalSizeLimit !== undefined) {
mergedEndpoint.totalSizeLimit = mbToBytes(dynamicEndpoint.totalSizeLimit);
}
const configKeys = ['fileLimit'] as const;
configKeys.forEach((field) => {
if (dynamicEndpoint[field] !== undefined) {
mergedEndpoint[field] = dynamicEndpoint[field];
}
});
if (dynamicEndpoint.supportedMimeTypes) {
mergedEndpoint.supportedMimeTypes = convertStringsToRegex(
dynamicEndpoint.supportedMimeTypes as unknown as string[],
);
}
}
return mergedConfig;
}