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https://github.com/paperless-ngx/paperless-ngx.git
synced 2026-01-18 22:14:22 -06:00
Feature: Paperless AI (#10319)
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@@ -1,11 +1,17 @@
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export interface DocumentSuggestions {
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title?: string
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tags?: number[]
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suggested_tags?: string[]
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correspondents?: number[]
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suggested_correspondents?: string[]
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document_types?: number[]
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suggested_document_types?: string[]
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storage_paths?: number[]
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suggested_storage_paths?: string[]
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dates?: string[] // ISO-formatted date string e.g. 2022-11-03
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}
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@@ -44,12 +44,24 @@ export enum ConfigOptionType {
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Boolean = 'boolean',
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JSON = 'json',
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File = 'file',
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Password = 'password',
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}
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export const ConfigCategory = {
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General: $localize`General Settings`,
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OCR: $localize`OCR Settings`,
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Barcode: $localize`Barcode Settings`,
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AI: $localize`AI Settings`,
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}
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export const LLMEmbeddingBackendConfig = {
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OPENAI: 'openai',
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HUGGINGFACE: 'huggingface',
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}
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export const LLMBackendConfig = {
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OPENAI: 'openai',
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OLLAMA: 'ollama',
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}
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export interface ConfigOption {
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@@ -59,6 +71,7 @@ export interface ConfigOption {
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choices?: Array<{ id: string; name: string }>
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config_key?: string
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category: string
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note?: string
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}
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function mapToItems(enumObj: Object): Array<{ id: string; name: string }> {
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@@ -258,6 +271,58 @@ export const PaperlessConfigOptions: ConfigOption[] = [
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config_key: 'PAPERLESS_CONSUMER_TAG_BARCODE_MAPPING',
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category: ConfigCategory.Barcode,
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},
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{
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key: 'ai_enabled',
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title: $localize`AI Enabled`,
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type: ConfigOptionType.Boolean,
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config_key: 'PAPERLESS_AI_ENABLED',
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category: ConfigCategory.AI,
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note: $localize`Consider privacy implications when enabling AI features, especially if using a remote model.`,
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},
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{
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key: 'llm_embedding_backend',
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title: $localize`LLM Embedding Backend`,
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type: ConfigOptionType.Select,
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choices: mapToItems(LLMEmbeddingBackendConfig),
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config_key: 'PAPERLESS_AI_LLM_EMBEDDING_BACKEND',
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category: ConfigCategory.AI,
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},
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{
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key: 'llm_embedding_model',
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title: $localize`LLM Embedding Model`,
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type: ConfigOptionType.String,
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config_key: 'PAPERLESS_AI_LLM_EMBEDDING_MODEL',
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category: ConfigCategory.AI,
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},
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{
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key: 'llm_backend',
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title: $localize`LLM Backend`,
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type: ConfigOptionType.Select,
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choices: mapToItems(LLMBackendConfig),
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config_key: 'PAPERLESS_AI_LLM_BACKEND',
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category: ConfigCategory.AI,
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},
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{
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key: 'llm_model',
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title: $localize`LLM Model`,
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type: ConfigOptionType.String,
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config_key: 'PAPERLESS_AI_LLM_MODEL',
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category: ConfigCategory.AI,
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},
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{
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key: 'llm_api_key',
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title: $localize`LLM API Key`,
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type: ConfigOptionType.Password,
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config_key: 'PAPERLESS_AI_LLM_API_KEY',
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category: ConfigCategory.AI,
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},
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{
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key: 'llm_endpoint',
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title: $localize`LLM Endpoint`,
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type: ConfigOptionType.String,
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config_key: 'PAPERLESS_AI_LLM_ENDPOINT',
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category: ConfigCategory.AI,
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},
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]
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export interface PaperlessConfig extends ObjectWithId {
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@@ -287,4 +352,11 @@ export interface PaperlessConfig extends ObjectWithId {
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barcode_max_pages: number
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barcode_enable_tag: boolean
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barcode_tag_mapping: object
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ai_enabled: boolean
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llm_embedding_backend: string
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llm_embedding_model: string
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llm_backend: string
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llm_model: string
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llm_api_key: string
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llm_endpoint: string
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}
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@@ -11,6 +11,7 @@ export enum PaperlessTaskName {
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TrainClassifier = 'train_classifier',
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SanityCheck = 'check_sanity',
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IndexOptimize = 'index_optimize',
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LLMIndexUpdate = 'llmindex_update',
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}
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export enum PaperlessTaskStatus {
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@@ -7,6 +7,7 @@ export enum SystemStatusItemStatus {
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OK = 'OK',
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ERROR = 'ERROR',
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WARNING = 'WARNING',
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DISABLED = 'DISABLED',
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}
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export interface SystemStatus {
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@@ -43,6 +44,9 @@ export interface SystemStatus {
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sanity_check_status: SystemStatusItemStatus
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sanity_check_last_run: string // ISO date string
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sanity_check_error: string
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llmindex_status: SystemStatusItemStatus
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llmindex_last_modified: string // ISO date string
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llmindex_error: string
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}
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websocket_connected?: SystemStatusItemStatus // added client-side
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}
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@@ -76,6 +76,7 @@ export const SETTINGS_KEYS = {
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GMAIL_OAUTH_URL: 'gmail_oauth_url',
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OUTLOOK_OAUTH_URL: 'outlook_oauth_url',
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EMAIL_ENABLED: 'email_enabled',
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AI_ENABLED: 'ai_enabled',
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}
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export const SETTINGS: UiSetting[] = [
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@@ -289,4 +290,9 @@ export const SETTINGS: UiSetting[] = [
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type: 'string',
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default: 'page-width', // ZoomSetting from 'document-detail.component'
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},
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{
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key: SETTINGS_KEYS.AI_ENABLED,
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type: 'boolean',
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default: false,
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},
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]
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