feat(autotag_with_ai) an example of how to integrate AI for auto-tagging
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auto_tag_plugin_with_ai/auto_tag_plugin_with_ai.php
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auto_tag_plugin_with_ai/auto_tag_plugin_with_ai.php
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<?php
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use Shaarli\Config\ConfigManager;
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function auto_tag_plugin_init(ConfigManager $conf)
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{
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// Configure keywords and tags based on provided rules
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$conf->setEmpty('plugins.AUTO_TAG_KEYWORDS', [
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'accessibility,accessibilité,web development,web design,html,css,websites' => 'web',
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'accounting,comptabilité' => 'accounting',
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'addict,addiction,addicted,drugs,drogues,cigarettes,bonbons,dopamine,sucre,nicotine,hooked' => 'addiction',
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'adhd,tdah' => 'adhd',
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'alternative,alternatives,compatible,compatibles,migrated,migration' => 'alternatives',
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'ads,advertisements,publicités,spam' => 'ads',
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'anxiété,anxieux,anxieuse,anxiété,burnout,méditation,cardio,santé,health,healthy' => 'health-and-wellness',
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'architecture,architectures' => 'architecture',
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'archive,archiving,archives,archivage' => 'archiving,archives',
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'art,arts,folklore' => 'culture',
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'ask hn,news.ycombinator.com/item,reddit.com/r/' => 'debate',
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'autism,autisme,autist,autiste' => 'autism',
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'belgian,belgium,belge,belgique' => 'belgium',
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'board game,board games,boardgame,jeu de société,jeux de société' => 'board-games,geek',
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'bookmarks,favoris,signets' => 'bookmarks-management',
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'browsers,navigateurs,web browsers' => 'web-browsers',
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'books,livre,livres,quatrième de couverture,roman,novel,reading-list' => 'reading-and-literature,inspiration,culture',
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'robots.txt,bots,spam,crawling,ddos' => 'spam',
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'bruxelles,brussels' => 'brussels',
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'calm tech,calmness,calm,technologie calme' => 'calm-tech',
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'cars,car bloat,vehicles,véhicule,véhicules,vehicle,automobile,automotive' => 'transport',
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'cheatsheet,cheat sheet,cheat-sheet,antisèche' => 'guides-and-tips',
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'cleaning,nettoyage,deep clean,cleanse,deep cleans' => 'cleaning',
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'cloud,aws,amazon,cloudron' => 'cloud',
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'cloudron' => 'cloudron,hosting',
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'(comic),-comic-,comics,bandes dessinées' => 'comics,reading-and-literature,culture,humor',
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'comparison,comparer, vs ,versus,comparatif,comparaison' => 'comparison',
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'communicate,communication,messaging,messenger,gmail,communiquer,écriture inclusive,la langue,académie française,language' => 'communication',
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'complex,impossible to solve,complicated,very difficult,complexe,compliqué,complexity' => 'complexity,its-complicated',
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'computers,personal computer,the pc' => 'pc',
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'configure,configuration,paramétrer,paramétrage' => 'configuration',
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'database,databases,RDS,base de données' => 'databases',
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'data collection,collecte de données' => 'data-collection',
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'data transfer,transfert de données' => 'data-portability',
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'debug,troubleshoot,diagnose,résoudre,diagnostiquer,troubleshooting,find a solution,fix bugs' => 'problem-solving,guides-and-tips,debugging',
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'design,designs' => 'design',
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'development workflow,devex,flux de développement' => 'devex',
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'digital garden' => 'digital-garden',
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'disk,disque,disques' => 'storage',
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'distraction,procrastination,procrastine,procrastiner,glander' => 'procrastination',
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'diy,self-host,héberger soi-même,my personal,fait maison' => 'diy',
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'dns,network,tcp,wireshark,réseau' => 'network',
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'docker,docker-compose,docker compose,container,containers,k8s,eks,kubernetes,minikube,k3s,helm,openshift' => 'container-technology,devops',
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'documentation,docs,document,documentation technique' => 'documentation',
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'drawing' => 'drawing',
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'drinks,soda,beer,coffee' => 'drinks',
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'ses droits,legally,legalement,légal' => 'legal',
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'elixir,python,pip,php,rust,golang,programming,developer,software engineer,software development,developers,développeurs' => 'software-development',
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'emulator,emulation,émulateur,émulation' => 'emulation',
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'entrepreneurship,entrepreneurs,entrepreneuriat' => 'business',
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'espresso,coffee,café' => 'coffee,drinks',
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'ethic,ethique,ethics' => 'ethics',
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'explor,going deep,exploration' => 'discovery',
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'en sécurité,enfin libre,libéré,unsafe,liberté' => 'privacy-and-security,freedom',
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'libre,free,liberté,degoogling,degoogle,degoogler,dégooglisation' => 'freedom',
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'logiciel libre,free software,logiciel gratuit,free to use' => 'free-software',
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'from home,remote work,work remote,travail à distance,télétravail' => 'remote-work',
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'frustrated,frustration,am pissed,I hate' => 'rant',
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'big-tech,gafam,degoogling,google,degoogle,géants américains,grandes entreprises technologiques,meta quest,meta ai' => 'big-tech',
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'game,jeu vidéo,game dev,jeux,jeux vidéo,games,gameplay' => 'games,geek,culture',
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'gamedev,building game,game programming,game engine,moteur de jeu,game development,développement de jeux' => 'gamedev,games,geek,culture',
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'gratuit,free' => 'free',
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'gitops,gitlab,github actions,devops,SRE,ci/cd,platform-engineering,ci pipeline,application deployment,dagger,renovatebot,dependabot,continuous integration,site reliability eng' => 'devops',
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'git,gitlab,jujutsu,pijul,mercurial,svn,version control,contrôle de version' => 'version-control',
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'gpt,chatgpt,llm,llms,artificial intelligence,code generation,genai,vibe code,vibe coding,intelligence artificielle,IA,l\'ia,ai,ai model,an ai,metal ai,auto-coder,autonomous AI' => 'ai',
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'hacking,piratage' => 'hacking',
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'nutrition,food,alimentation,nourriture,recette,recette de cuisine,recettes de cuisine,ingrédients,cette recette,beurre,cuisine' => 'food',
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'history,histoire,documentaire,documentary' => 'history',
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'humans,humains' => 'humans',
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'humor,humour' => 'humor',
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'idiocracy' => 'idiocracy',
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'réduire sa dépendance' => 'independence,freedom',
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'inspiration,creativity,creative,inspiration,créativité' => 'inspiration',
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'leadership,staff engineering,gestion' => 'leadership',
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'lambic,gueuze,beer,bière,bières' => 'beer-and-brewing,drinks',
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'linux,ubuntu,debian,linux windows macos,sur mac,sur windows' => 'os',
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'list,index of,awesome,installation,GitHub - ,liste' => 'discovery',
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'low-tech,low tech,technologie simple' => 'low-tech',
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'merdification,enshittif,AI-generated,crapification,decline in quality,déclin de qualité' => 'enshittification',
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'misinformation,fact-checking,fact checking' => 'misinformation',
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'monitoring,metrics,to monitor,surveillance,métriques' => 'monitoring,metrics',
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'movie,cinéma,cinema,film,films' => 'movies,culture,geek',
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'music,spotify,radios,webradios,soundtrack,bande originale,musique' => 'music',
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'newsletter,news' => 'newsletter,news',
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'nostalgia,nostalgie,things used to be better,internet archive' => 'nostalgia',
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'obsidian,note taking,note-taking,takings notes,note-geek,capturing knowledge,knowledge management,prise de notes,gestion de connaissances,knowledge transfer,transferring knowledge,your notes,my notes' => 'knowledge-management,note-taking',
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'ocr' => 'ocr',
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'open-source,open source,code source libre' => 'open-source,free',
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'optimize,optimization,speed up,an efficient,optimiser,optimisation' => 'optimization',
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'philosophe,philosophia,philosophy,lifestyle,philosophie' => 'philosophy',
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'photography,photos,photographie' => 'photos',
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'podcast,podcasts' => 'podcast',
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'ego,narcissism,narcissist,narcissisme,psycholog,psychologie' => 'psychology',
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'voting,politic,politique,vote,multiculturalism,culturalism,cultural integration,political' => 'politics',
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'python,logiciels en python' => 'python,software-development,code',
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'principles' => 'principles',
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'privatebin' => 'secrets',
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'productivity,time management,timetracker' => 'productivity-and-management',
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'programming languages,langages de programmation' => 'code,computer-languages',
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'publishing,publier,publication' => 'publishing',
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'quality,qualité' => 'quality',
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'recommandations,recommendation,conseils' => 'recommendations',
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'recycling,sustainable,green web,climate,recyclage,web écologique,climat,ai emissions,water use,emissions produced,amount of co2,global co2,co2 emissions,car bloat,environnement,environment,environmental,environmentally,plastic waste' => 'ecology',
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'relationship,relationships,de rencontre,meaningful connections' => 'relationships',
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'religion,chretiens,bible,coran,islam,musulmans,croyants,athée,la foi,église' => 'philosophy',
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'reviews,critique,avis' => 'reviews',
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'rss,rss feed,miniflux,web reader,lecteur web' => 'content-aggregation,content-curation',
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'ruby,rails app,applications ruby' => 'ruby,software-development,code',
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'science,sciences,scientifique,scientist' => 'science',
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'scripting,jq,curl,wget,script,bash,terminal,bash script,#!/bin/bash,script python,python script,lua,script shell,script bash,shell script,shell' => 'scripting',
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'search engine,moteur de recherche' => 'search-engines',
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'security,permission,sécurité,securing,anti vol,anti-vol,secure,data privacy,privacy,private,degoogl,gdpr,data protection,online tracking,user profiling,anonymo,anonymi,surveillance,malware,spyware,decentrali,secrets,privacy matters,vpn,passkey,protéger,password manager,vie privée' => 'privacy-and-security',
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'simplicity,minimal,declutter,stopped using,simple,simplification,simplifier,reduction in,no longer needed,minimalisme,simplicité,réduction' => 'minimalism',
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'small web,indie web,indieweb,petit web,small-web' => 'small-web',
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'smartphone,android,mobile,phone,téléphone,sms' => 'mobile',
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'snippet,extrait de code' => 'code',
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'static site,static-site,site statique' => 'static-site',
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'social media,réseau social,fediverse,fédiverse,réseaux sociaux,social networks,social network,meta quest' => 'social-media',
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'society,societies' => 'society',
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'teamwork,collaborat,équipe,cooperat,coordinat,travail équipe' => 'collaboration',
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'technology,technologie' => 'technology',
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'template,modèle' => 'template',
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'terminal,terminaltrove' => 'terminal,tools-and-resources',
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'test,tester' => 'testing',
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'markdown,text files,fichiers texte,formats,text-based,plaintext,markup language,markdown,plain text,basé sur du texte,langage balisé' => 'plaintext,formats,text-files',
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'time to update,maintainers,tech-debt,legacy code,long term software,temps pour mettre à jour' => 'maintenance,tech-debt',
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'to do,to-do,à faire' => 'todo',
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'tool,tools-and-resources,resources,a script,outil,a collection,a catalog,awesome list,links,outils,ressources,password manager,logiciels' => 'tools-and-resources',
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'training,course,conference talk,learning,homeschool,expert,specializ,tacit knowledge,tribal knowledge,formation,cours,conférence,apprentissage' => 'education',
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'.txt,text-based,fichiers txt' => 'text-files',
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'ui,interfaces utilisateur' => 'ui',
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'ux,the experience of,usable,uxer,user experience,expérience utilisateur' => 'ux',
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'vps,serveur privé virtuel' => 'cloud,privacy-and-security,hosting',
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'web archive,web archiving,save any website,bookmarks,wayback machine,archive.org,archivebox,archive web' => 'web-archiving',
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'webring' => 'discovery,small-web,webring',
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'wordpress,personal website,personal websites,blog roll,blogroll,blogosphere,webring,digital garden,to blog,blogs' => 'blogging,writing,discovery,small-web',
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'work,travail,contract work,previous job,my work,coworkers,coworker,the job,workgroup' => 'work',
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'of writing' => 'writing',
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'youtube.com,invidious,peertube,watch?v' => 'video',
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'zoemp,zoemp.be' => 'zoemp'
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]);
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// Configure Mistral API settings
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$conf->setEmpty('plugins.MISTRAL_API_KEY', 'YOUR_MISTRAL_API_KEY');
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$conf->setEmpty('plugins.MISTRAL_API_URL', 'https://api.mistral.ai/v1/chat/completions');
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$conf->setEmpty('plugins.MISTRAL_MODEL', 'mistral-large-latest');
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$conf->setEmpty('plugins.AUTO_TAG_WHITELIST', [
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'guides-and-tips','productivity-and-management','software-development','auto-tagged',
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'privacy-and-security','web','tools-and-resources','testing','devops','documentation',
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'problem-solving','mobile','cloud','alternatives','organizing','social-media',
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'education','culture','communication','open-source','quality','inspiration',
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'minimalism','complexity','os','design','wishlist','optimization','ai',
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'content-aggregation','blogging','freedom','games','economics','collaboration',
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'health-and-wellness','automation','version-control','music','work','scripting',
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'discovery','comparison','philosophy','web-browsers','ecology','video','todo',
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'finance','x2','podcast','humor','reading-and-literature','small-web','creativity',
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'text-files','search-engines','backup','hardware','monitoring','comics','business',
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'its-complicated','maintenance','big-tech','metrics','terminal','prioritization',
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'ux','software-architecture','geek','plaintext','food','ownership',
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'work-life-balance','free','internet','society','knowledge-management',
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'container-technology','beer-and-brewing','code','enshittification','nostalgia',
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'content-curation','free-software','belgium','coffee','static-site','ideas',
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'brussels','humans','independence','devex','history','sansguidon','politics',
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'psychology','news','ethics','elegance','calmness','data-portability',
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'idiocracy','shopping','gamedev','debugging','x3','formats','remote-work',
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'network','secrets','photos','pictures','misinformation','writing',
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'bookmarks-management','crisis','diy','hacking','science','webring',
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'configuration','autism','web-archiving','databases','low-tech','products',
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'ui','via-yohan-courbe','projects','family','publishing','adhd','archiving',
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'leadership','legal','war-and-peace','data-collection','drinks','human-rights',
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'archives','addiction','newsletter','debate','slow-programming','note-taking',
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'search','movies','reviews','computer-languages','digital-garden','ads',
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'emulation','spam','storage','events','zombies','architecture','bugs','fixme',
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'technology','pc','python','procrastination','rant','tv-shows','people',
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'tech-debt','principles','tracking','sharing','synchronization','maps',
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'patterns','relationships','uses','media','slow-thinking','email','plugins',
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'travel','calm-tech','download','parenting','power','slow-living','zoemp',
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'board-games','files-management','personal-development','recommendations',
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'space','toys','via-vl','quotes','template','transport','account','accounting',
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'animation','shaarli','to-track','x4','boring-tech','horror','system-thinking',
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'user-profiling','bookmarklets','ocr','slow-web','tapas','to-subscribe',
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'via-antoine-dotreppe','drawing','ruby','via-frederique','zerosums',
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'via-david-tillemans','cleaning','for-aaron','to-follow','to-linkback',
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'user-tracking','via-xavier','ThrashMetal','lua','noel','php','rust',
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'via-christophe-gerard','via-damien-bravin'
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]);
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$conf->setEmpty('plugins.AUTO_TAG_MAX_TAGS', 10);
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}
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function fetch_page_content(string $url): string
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{
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$html = @file_get_contents($url);
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if (!$html) return '';
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$clean = preg_replace('/<(script|style|head|noscript)[^>]*>.*?<\/\1>/is', '', $html);
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return strip_tags($clean);
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}
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function ask_mistral(ConfigManager $conf, string $prompt, int $maxTokens): string
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{
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$ch = curl_init($conf->get('plugins.MISTRAL_API_URL'));
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$payload = json_encode([
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'model' => $conf->get('plugins.MISTRAL_MODEL'),
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'messages' => [['role'=>'user','content'=>$prompt]],
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'max_tokens' => $maxTokens,
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'temperature'=> 0.7,
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]);
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curl_setopt_array($ch, [
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CURLOPT_RETURNTRANSFER => true,
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CURLOPT_POST => true,
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CURLOPT_POSTFIELDS => $payload,
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CURLOPT_HTTPHEADER => [
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'Content-Type: application/json',
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'Authorization: Bearer ' . $conf->get('plugins.MISTRAL_API_KEY'),
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],
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CURLOPT_TIMEOUT => 10,
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]);
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$resp = curl_exec($ch);
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curl_close($ch);
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$json = json_decode($resp ?: '', true);
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return $json['choices'][0]['message']['content'] ?? '';
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}
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function apply_auto_tags(array $data, ConfigManager $conf): array
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{
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if (stripos($data['link']['tags'] ?? '', 'auto-tagged') !== false) {
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return $data;
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}
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$title = $data['link']['title'] ?? '';
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$url = $data['link']['url'] ?? '';
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$desc = trim($data['link']['description'] ?? '');
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$body = $desc !== '' ? $desc : fetch_page_content($url);
|
||||||
|
|
||||||
|
// Check if content is available
|
||||||
|
if (empty($body)) {
|
||||||
|
$data['link']['tags'] = trim(implode(' ', array_unique(array_merge(explode(' ', $data['link']['tags'] ?? ''), ['404']))));
|
||||||
|
return $data;
|
||||||
|
}
|
||||||
|
|
||||||
|
$text = "$title\n$url\n\n$body";
|
||||||
|
|
||||||
|
$prompt = "TLDr de l'article, style gilfoyle/critique sans blabla et sans markdown/formating, max une ou deux phrases... ";
|
||||||
|
$prompt .= "EN FRANÇAIS et si possible avec une mini conclusion crue/honnête, pas de language prétentieux ici, soyons bruts... ";
|
||||||
|
$prompt .= "et drôles quand c le cas, sinon francs, éducatifs/informatifs, optimistes mais pas dupes. ";
|
||||||
|
$prompt .= "Si possible en français, pas franglais, et si possible pas de \"cela\" mais des \"ça\", pas de zut mais des \"merde\" etc, sans être vulgaire ni raciste ).\n\n";
|
||||||
|
$prompt .= $text . "\n\n";
|
||||||
|
$prompt .= "Ensuite, parmi ces tags (" . implode(', ', $conf->get('plugins.AUTO_TAG_WHITELIST')) . "), ";
|
||||||
|
$prompt .= "propose jusqu'à max " . $conf->get('plugins.AUTO_TAG_MAX_TAGS') . " tags pertinents (si possible moins) ";
|
||||||
|
$prompt .= "pour cet article, sans chiffres, séparés par des espaces. ->\n";
|
||||||
|
$prompt .= $text;
|
||||||
|
|
||||||
|
$resp = ask_mistral($conf, $prompt, 800);
|
||||||
|
// remove any "Tags pertinents :" prefix
|
||||||
|
$resp = preg_replace('/^Tags pertinents\s*:\s*/i', '', trim($resp));
|
||||||
|
$parts = preg_split('/\R+/', $resp, 2);
|
||||||
|
$tldr = trim($parts[0] ?? '');
|
||||||
|
$tags = isset($parts[1])
|
||||||
|
? preg_split('/\s+/', preg_replace('/^Tags pertinents\s*:\s*/i','', trim($parts[1])))
|
||||||
|
: [];
|
||||||
|
|
||||||
|
// filter tags to whitelist
|
||||||
|
$tags = array_values(array_intersect($conf->get('plugins.AUTO_TAG_WHITELIST'), $tags));
|
||||||
|
|
||||||
|
// build description
|
||||||
|
if ($desc !== '') {
|
||||||
|
$desc = implode("\n", array_map(fn($l)=>'> '.$l, preg_split('/\R/', $desc)));
|
||||||
|
}
|
||||||
|
$data['link']['description'] = trim($desc . "\n\n" . $tldr);
|
||||||
|
|
||||||
|
// merge tags + auto-tagged
|
||||||
|
$existing = preg_split('/\s+/', $data['link']['tags'] ?? '');
|
||||||
|
$all = array_slice(array_unique(array_merge($existing, $tags, ['auto-tagged'])), 0, $conf->get('plugins.AUTO_TAG_MAX_TAGS')+1);
|
||||||
|
$data['link']['tags'] = trim(implode(' ', $all));
|
||||||
|
|
||||||
|
return $data;
|
||||||
|
}
|
||||||
|
|
||||||
|
function hook_auto_tag_plugin_render_editlink(array $data, ConfigManager $conf): array
|
||||||
|
{
|
||||||
|
return apply_auto_tags($data, $conf);
|
||||||
|
}
|
||||||
|
|
||||||
|
function hook_auto_tag_plugin_save_link(array $data, ConfigManager $conf): array
|
||||||
|
{
|
||||||
|
return apply_auto_tags($data, $conf);
|
||||||
|
}
|
||||||
Loading…
x
Reference in New Issue
Block a user