[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$ffFUljuElgdP-i1mZ4wzexYr4TTvUKDDrmCNWTaL4Fwo":3,"$f-gwIXJgDGgGv9bmRu29vUWmMAqDVQVCWspFuwnTv5fs":28,"$fs8386zdAUI-Rj5TzVbzTerjIHduHTXuIcIJmyYrxqs0":129,"$fwetXMZDRy_qIeFLznq-enlB3w4F59yOhBDt7kE7f5ow":302,"notifications-unread":795},[4,9,14,19,24],{"id":5,"slug":6,"name":7,"color_token":8},"5878a593-ac48-4ff3-a25b-35a7de448daa","narzedzia-ai","Narzędzia AI","accent",{"id":10,"slug":11,"name":12,"color_token":13},"ec013b2c-e6c4-4c31-b1ec-9587c629a169","praktyczne-zastosowania","Praktyczne zastosowania","gold",{"id":15,"slug":16,"name":17,"color_token":18},"165808b7-bea9-4eef-8280-014b3d85e6bf","news-analizy","News & analizy","azure",{"id":20,"slug":21,"name":22,"color_token":23},"d6c684e6-7b4c-40d9-907b-469f30dc2126","tutoriale-how-to","Tutoriale how-to","olive",{"id":25,"slug":26,"name":27,"color_token":8},"73506ae5-4a59-4ce3-9712-58fbb8565fc4","nauka-biznes-marketing","Nauka biznes & marketing",[29,34,39,44,49,54,59,64,69,74,79,84,89,94,99,104,109,114,119,124],{"slug":30,"draft_id":31,"pillar_id":33},"jak-data-agent-z-chatgpt-work-pozwala-firmom-bezprogramistom-odkrywac-wartosc-w-danych-bez-kodowania",{"title":32},"Jak Data Agent z ChatGPT Work pozwala firmom bezprogramistom odkrywać wartość w danych — bez kodowania",{"name":7},{"slug":35,"draft_id":36,"pillar_id":38},"data-agent-w-chatgpt-work-jak-non-engineers-buduja-dashboards-w-10-minut-bez-sql",{"title":37},"Data Agent w ChatGPT Work: jak non-engineers budują dashboards w 10 minut — bez SQL",{"name":7},{"slug":40,"draft_id":41,"pillar_id":43},"data-agent-w-chatgpt-work-jak-analiza-danych-staje-sie-dostepna-dla-kazdego-bez-sql-bez-oczekiwania-na-ekspertow",{"title":42},"Data Agent w ChatGPT Work: jak analiza danych staje się dostępna dla każdego — bez SQL, bez oczekiwania na ekspertów",{"name":7},{"slug":45,"draft_id":46,"pillar_id":48},"data-agent-w-chatgpt-work-czy-twoi-pracownicy-przestana-czekac-na-analitykow",{"title":47},"Data Agent w ChatGPT Work: czy Twoi pracownicy przestaną czekać na analityków?",{"name":7},{"slug":50,"draft_id":51,"pillar_id":53},"jak-data-agent-w-chatgpt-work-pozwala-firmom-bezprogramistom-odkrywac-biznesowe-wskazniki-w-15-minut",{"title":52},"Jak Data Agent w ChatGPT Work pozwala firmom bezprogramistom odkrywać biznesowe wskaźniki w 15 minut",{"name":7},{"slug":55,"draft_id":56,"pillar_id":58},"jak-zautomatyzowac-analize-danych-w-twojej-firmie-bez-it-i-zaoszczedzic-40-budzetu",{"title":57},"Jak zautomatyzować analizę danych w Twojej firmie bez IT — i zaoszczędzić 40% budżetu",{"name":7},{"slug":60,"draft_id":61,"pillar_id":63},"data-agent-w-chatgpt-work-jak-ai-demokratyzuje-analize-danych-w-twojej-firmie",{"title":62},"Data Agent w ChatGPT Work: jak AI demokratyzuje analizę danych w Twojej firmie",{"name":12},{"slug":65,"draft_id":66,"pillar_id":68},"data-agent-w-chatgpt-work-jak-polskie-firmy-odkrywaja-30-oszczednosci-bez-kodowania",{"title":67},"Data Agent w ChatGPT Work: jak polskie firmy odkrywają 30% oszczędności bez kodowania",{"name":7},{"slug":70,"draft_id":71,"pillar_id":73},"jak-data-agent-w-chatgpt-work-oszczedza-20-30-czasu-analitykow-bez-kodowania",{"title":72},"Jak Data Agent w ChatGPT Work oszczędza 20–30% czasu analityków — bez kodowania",{"name":7},{"slug":75,"draft_id":76,"pillar_id":78},"jak-ai-zwieksza-wydajnosc-inzynierow-o-21-i-jak-to-zrobic-w-twojej-firmie",{"title":77},"Jak AI zwiększa wydajność inżynierów o 21% — i jak to zrobić w Twojej firmie",{"name":12},{"slug":80,"draft_id":81,"pillar_id":83},"ai-w-kodzie-nie-jest-hype-em-jak-21-szybsze-inzynierowie-w-1password-zachowuja-bezpieczenstwo",{"title":82},"AI w kodzie nie jest hype’em: jak 21% szybsze inżynierowie w 1Password zachowują bezpieczeństwo",{"name":12},{"slug":85,"draft_id":86,"pillar_id":88},"jak-ai-w-kodzie-zwieksza-wydajnosc-zespolow-dev-o-21-i-dlaczego-to-nie-tylko-o-szybkosci",{"title":87},"Jak AI w kodzie zwiększa wydajność zespołów dev o 21% — i dlaczego to nie tylko o szybkości",{"name":12},{"slug":90,"draft_id":91,"pillar_id":93},"chatgpt-przyspiesza-prace-marketingowa-o-90-jak-to-zrobic-w-twojej-firmie",{"title":92},"ChatGPT przyspiesza pracę marketingową — jak to zrobić w Twojej firmie?",{"name":12},{"slug":95,"draft_id":96,"pillar_id":98},"jak-firmy-native-ai-automatyzuja-procesy-biznesowe-trzy-case-y-ktore-mozna-powtorzyc-w-polsce",{"title":97},"Jak firmy native AI automatyzują procesy biznesowe — trzy case’y, które można powtórzyć w Polsce",{"name":12},{"slug":100,"draft_id":101,"pillar_id":103},"kontrola-agentow-ai-kiedy-twoja-firma-traci-wplyw-nad-dzialaniami-automatyzacji",{"title":102},"Kontrola agentów AI: kiedy Twoja firma traci wpływ nad działaniami automatyzacji",{"name":12},{"slug":105,"draft_id":106,"pillar_id":108},"fsm-runtime-vs-llm-dlaczego-polskie-firmy-placa-za-bledne-mutacje-stanu",{"title":107},"FSM runtime vs. LLM: dlaczego polskie firmy płacą za błędne mutacje stanu",{"name":12},{"slug":110,"draft_id":111,"pillar_id":113},"google-search-zmienil-sie-na-zawsze-co-to-znaczy-dla-twojej-witryny",{"title":112},"Google Search się zmienił — co to znaczy dla Twojej witryny?",{"name":17},{"slug":115,"draft_id":116,"pillar_id":118},"csv-do-raportu-dla-zarzadu-w-30-minut-bez-excela-bez-bolu-glowy",{"title":117},"CSV do raportu dla zarządu w 30 minut — bez Excela, bez bólu głowy",{"name":22},{"slug":120,"draft_id":121,"pillar_id":123},"jak-zbudowac-wlasny-pipeline-grafow-wiedzy-z-tekstu-w-6-krokach-i-kiedy-to-nie-warto",{"title":122},"Jak zbudować własny pipeline grafów wiedzy z tekstu w 6 krokach (i kiedy to nie warto)",{"name":22},{"slug":125,"draft_id":126,"pillar_id":128},"wspoldzielona-pamiec-dla-agentow-ai-jak-21-wezlow-zmienilo-koszty-debugowania-w-7-domenach",{"title":127},"Współdzielona pamięć dla agentów AI: jak 21 węzłów zmieniło koszty debugowania w 7 domenach",{"name":12},[130,162,188,214,239,260,280],{"id":131,"label":132,"label_en":133,"icon":134,"subcategories":135,"count":161},"generowanie-tresci","Generowanie treści","Content Generation","pen-tool",[136,141,146,151,156],{"id":137,"label":138,"description":139,"count":140},"tekst-llm","Tekst i LLM","Chatboty, asystenci pisania, generatory copy, parafrazy",28,{"id":142,"label":143,"description":144,"count":145},"obrazy-design","Obrazy i design","Generowanie obrazów, edycja zdjęć, design graficzny",115,{"id":147,"label":148,"description":149,"count":150},"wideo-animacja","Wideo i animacja","Generowanie wideo, edycja, animacja AI",58,{"id":152,"label":153,"description":154,"count":155},"audio-mowa","Audio i mowa","TTS, voice cloning, generowanie muzyki, podcasty AI",43,{"id":157,"label":158,"description":159,"count":160},"kodowanie","Kodowanie","Asystenci kodowania, generacja kodu, code review",18,262,{"id":163,"label":164,"label_en":165,"icon":166,"subcategories":167,"count":187},"automatyzacja","Automatyzacja","Automation","zap",[168,172,177,182],{"id":169,"label":170,"description":171,"count":155},"workflow","Workflow i integracje","Automatyzacja procesów, integracje API, no-code",{"id":173,"label":174,"description":175,"count":176},"agenci-ai","Agenci AI","Autonomiczni agenci, frameworki agentowe, MCP",51,{"id":178,"label":179,"description":180,"count":181},"web-scraping","Web scraping i harvesting","Ekstrakcja danych, scraping, monitoring stron",6,{"id":183,"label":184,"description":185,"count":186},"rpa","RPA i automatyzacja biura","Robotic Process Automation, automatyzacja zadań biurowych",0,100,{"id":189,"label":190,"label_en":191,"icon":192,"subcategories":193,"count":213},"biznes-marketing","Biznes i marketing","Business & Marketing","briefcase",[194,199,204,209],{"id":195,"label":196,"description":197,"count":198},"marketing-seo","Marketing i SEO","SEO, content marketing, reklamy, social media",76,{"id":200,"label":201,"description":202,"count":203},"sprzedaz-crm","Sprzedaż i CRM","CRM AI, lead generation, sales automation",39,{"id":205,"label":206,"description":207,"count":208},"analityka","Analityka i BI","Business Intelligence, analiza danych, raportowanie",7,{"id":210,"label":211,"description":212,"count":181},"finanse-ksiegowosc","Finanse i księgowość","Automatyzacja finansów, fakturowanie, księgowość AI",128,{"id":215,"label":216,"label_en":217,"icon":218,"subcategories":219,"count":203},"produktywnosc","Produktywność","Productivity","check-square",[220,224,229,234],{"id":221,"label":222,"description":223,"count":208},"asystenci","Asystenci AI","Asystenci osobisti, AI chat, asystenci głosowi",{"id":225,"label":226,"description":227,"count":228},"notatniki-pm","Notatniki i zarządzanie projektami","AI note-taking, project management, organizacja pracy",23,{"id":230,"label":231,"description":232,"count":233},"komunikacja","Komunikacja i email","Email AI, komunikacja zespołowa, kalendarze",5,{"id":235,"label":236,"description":237,"count":238},"research-wiedza","Research i zarządzanie wiedzą","Research AI, bazy wiedzy, zarządzanie dokumentami",4,{"id":240,"label":241,"label_en":242,"icon":243,"subcategories":244,"count":259},"edukacja-nauka","Edukacja i nauka","Education & Science","book-open",[245,249,254],{"id":246,"label":247,"description":248,"count":228},"e-learning","E-learning i kursy","Platformy edukacyjne, generacja kursów, tutoring AI",{"id":250,"label":251,"description":252,"count":253},"jezyki","Nauka języków","Aplikacje do nauki języków, translatory, konwersacje AI",1,{"id":255,"label":256,"description":257,"count":258},"akademia-research","Badania naukowe","Research akademicki, analiza publikacji, cytowania",2,26,{"id":261,"label":262,"label_en":263,"icon":264,"subcategories":265,"count":279},"infrastruktura","Infrastruktura i API","Infrastructure & API","server",[266,271,275],{"id":267,"label":268,"description":269,"count":270},"api-modele","API i modele","API LLM, hosting modeli, platformy AI",19,{"id":272,"label":273,"description":274,"count":238},"mcp-serwery","MCP i narzędzia deweloperskie","Model Context Protocol, SDK, frameworki AI",{"id":276,"label":277,"description":278,"count":253},"bezpieczenstwo","Bezpieczeństwo i compliance","AI security, monitoring, compliance, governance",24,{"id":281,"label":282,"label_en":283,"icon":284,"subcategories":285,"count":301},"pozostale","Pozostałe","Other","more-horizontal",[286,291,296],{"id":287,"label":288,"description":289,"count":290},"wykrywanie-ai","Wykrywanie AI","AI content detection, deepfake detection, watermarking",13,{"id":292,"label":293,"description":294,"count":295},"rozrywka","Rozrywka i lifestyle","AI w rozrywce, randki, gry, kreatywność",10,{"id":297,"label":298,"description":299,"count":300},"inne","Inne","Nieskategoryzowane narzędzia AI",12,35,{"data":303,"_meta":792,"alternatives":793,"deals":794},{"source":304,"source_key":305,"source_page_url":306,"name":307,"slug":308,"description":309,"title":310,"category":311,"access_model":312,"pricing_evidence":313,"capability_evidence":329,"headings":343,"breadcrumbs":354,"pros":363,"cons":374,"external_links":382,"affiliate_links":403,"official_link_candidates":409,"text_excerpt":410,"fetched_at":411,"final_url":306,"http_status":412,"content_type":413,"content_hash":414,"cache_file":415,"published":416,"verification_status":417,"official_url":418,"official_evidence":419,"api_available":617,"blog_titles":618,"data_region":628,"data_training":628,"entity_type":629,"external_rating":630,"features":631,"free_summary":628,"gdpr":628,"integrations":651,"languages":705,"license":706,"limitations":707,"model_names":715,"polish_support":716,"pricing_plans":717,"pricing_summary":740,"privacy_summary":741,"release_date":628,"research_links":742,"research_summary":743,"security_summary":744,"self_hosted":617,"short_description":745,"starting_price":746,"supported_platforms":747,"target_users":755,"trial_summary":628,"use_cases":765,"vendor":307,"status":779,"last_verified_at":780,"alternatives":781,"quality":787,"category_v3":173,"category_v3_reason":789,"deep_card":790,"deep_card_generated":416,"category_v3_main":163,"category_v3_label":174,"category_v3_main_label":164,"_category_fixed":416,"evidence":791},"Odkrywaj.AI","odkrywaj","https:\u002F\u002Fodkrywaj.ai\u002Fnarzedzia\u002Flangflow\u002F","Langflow","langflow","Budujesz agentów AI i pipeline RAG drag & drop: wizualnie, bez kodowania.","Langflow: recenzja i cena | Odkrywaj.AI","coding","open_source",[310,314,315,316,317,318,319,320,321,322,323,324,325,326,327,315,328,327],"agenci Bezpłatny \u002F Cloud $39\u002Fmc Budujesz agentów AI i pipeline RAG drag & drop: wizualnie, bez kodowania.","\u002F\u002F ocena zewnętrzna","Pobierz za darmo → Czym jest Langflow?","Biblioteka open source Langflow jest bezpłatna - instalujesz przez pip (pip install langflow) lub Docker i hostingujesz samodzielnie. Płacisz tylko za wywołania API modeli AI (OpenAI, Anthropic) i hosting (własny serwer lub chmura). DataStax Langflow Cloud (langflow.org) oferuje hosting bez self-hostingu: darmowy tier z ograniczonymi flow i 1 użytkownikiem, plan Starter ($39\u002Fmc) z więcej flow i współpracą, plan Pro ($199\u002Fmc) dla teamów. Cloud jest wygodny dla niedewelopersów, ale drogi wobec self-hostingu. Dla developerów z VPS: Langflow self-hosted na serwerze 4 GB RAM (ok. $5-10\u002Fmc na DigitalOcean lub Hetzner) + koszty API modeli to najbardziej ekonomiczna opcja. Warto zacząć od lokalnej instalacji przed przejściem na chmurę.","Langflow bywa niestabilny przy złożonych flow z wieloma komponentami - błędy połączeń i timeouty są częste przy dużym ruchu bez odpowiedniej infrastruktury. Dokumentacja jest niekompletna dla zaawansowanych przypadków: budowanie własnych komponentów wymaga czytania kodu źródłowego. Self-hosting wymaga znajomości Dockera i podstaw DevOps - dla non-technicznego użytkownika Cloud jest jedyną opcją. Przepustowość produkcyjna ograniczona przez architekturę - dla systemów obsługujących 100+ równoczesnych użytkowników potrzebujesz skalowania które wymaga dodatkowej konfiguracji. Alternatywy: n8n (lepszy do automatyzacji workflow z wieloma integracjami SaaS), Flowise (prostszy UI, mniej funkcji), LangGraph (bezpośrednio Python, więcej kontroli), CrewAI (specjalizacja w multi-agent, nie RAG).","$0 + Pełny visual builder + RAG pipeline + Agent flows + Docker support Cloud","$39 \u002F mies. + Managed hosting + Auto-scaling + Collaboration + Priority support polecany","Czym Langflow różni się od n8n i Flowise? + Trzy różne narzędzia do automatyzacji AI i workflow. Langflow skupia się na pipeline'ach LLM, RAG i agentach AI - najlepszy do budowania aplikacji Q&A, chatbotów z wiedzą i agentów autonomicznych. Głęboka integracja z ekosystemem LangChain. n8n ($20\u002Fmc lub self-hosted) to narzędzie do automatyzacji workflow i integracji między SaaS - setki konektorów (Gmail, Slack, HubSpot, Airtable), wyzwalacze i akcje. Lepszy gdy automatyzujesz procesy biznesowe łączące wiele aplikacji. Flowise (open source) jest prostszym, mniej konfigurowalnym narzędziem do budowania chatbotów LLM - łatwiejszy start, mniej możliwości niż Langflow. Wybór: budujesz chatbota na dokumentach lub agenta AI? Langflow. Automatyzujesz workflow między aplikacjami biznesowymi? n8n. Potrzebujesz prostego chatbota bez zaawansowanych funkcji? Flowise.","C Character.AI Free \u002F $9.99\u002Fmc Plus","L Lindy AI $49.99\u002Fmc","R Relevance AI od $19\u002Fmc","C CrewAI Bezpłatny (open source)","A AutoGPT Bezpłatny (open source) \u002F\u002F newsletter","Bezpłatny \u002F Cloud $39\u002Fmc","Pobierz za darmo →",[330,331,317,318,332,333,334,335,336,337,321,338,339,325,326,340,341,342],"Open source platforma z interfejsem graficznym. Przeciągasz komponenty (LLM, vectorstore, tools), łączysz strzałkami i masz działający pipeline. Eksport do Pythona, API endpoint jednym klikiem.","Langflow to open source platforma z graficznym interfejsem drag & drop do projektowania pipeline'ów LLM, agentów i systemów RAG. Zamiast pisać kod Python, przeciągasz komponenty na canvas: źródło danych (PDF, URL, baza danych), embedding model, vectorstore (Chroma, Pinecone, Astra DB), LLM (OpenAI, Claude, Ollama), parser i output. Łączysz je strzałkami definiując przepływ danych. Jednym kliknięciem uruchamiasz pipeline i testujesz w wbudowanym chatbocie. Export do kodu Python pozwala przenieść prototyp stworzony w UI do produkcyjnego kodu bez pisania od zera. API endpoint generuje się automatycznie - każdy flow staje się REST API które możesz wywołać z zewnętrznej aplikacji. Marketplace oferuje gotowe flow templates dla typowych przypadków: customer support bot, document Q&A, research agent.","+ Wizualny drag & drop builder do tworzenia pipeline'ów LLM bez kodowania + Open source (licencja MIT) z aktywnym rozwojem na GitHubie (30K+ stars) + Export flow do kodu Python: prototyp w UI, produkcja w kodzie + Marketplace z gotowymi komponentami do RAG, chatbotów i agentów + Natywna integracja z LangChain, OpenAI, Anthropic i lokalnymi modelami \u002F\u002F wady","− DataStax Cloud hosting jeszcze w rozwoju: stabilność bywa niestabilna − Self-hosting wymaga min. 4 GB RAM i Docker − Dokumentacja dla zaawansowanych use cases niekompletna − Wydajność flow z wieloma komponentami spada przy dużym ruchu Cennik Langflow","Open Source","Self-hosted","Jak zainstalować Langflow lokalnie? + Instalacja lokalna przez pip: wymagany Python 3.10-3.12 (sprawdź wersję: python --version). Instalujesz: pip install langflow. Uruchamiasz: langflow run. Otwierasz przeglądarkę na localhost:7860. Całość zajmuje 5-10 minut przy dobrej instalacji Pythona. Przez Docker: docker pull langflowai\u002Flangflow, docker run -p 7860:7860 langflowai\u002Flangflow. Docker jest prostszy jeśli masz go zainstalowanego. Po uruchomieniu tworzysz konto lokalne (dane zapisywane lokalnie). Pierwsze flow możesz zbudować korzystając z gotowych szablonów z Marketplace - kliknij New Flow, wybierz template Basic RAG lub Simple Chatbot i zacznij eksperymentować. Wymagania minimalne: 4 GB RAM, 2 GB wolnego miejsca na dysku, Python 3.10+ lub Docker.","Jak zbudować prostego chatbota RAG w Langflow? + Chatbot RAG (Question Answering na dokumentach) w Langflow: tworzysz nowy flow, dodajesz komponenty. Krok 1: File component (źródło PDF) → Text Splitter (dzielenie na chunki) → Embedding model (OpenAI Embeddings) → Chroma DB (vectorstore). Krok 2: Chat Input → Embedding model (ten sam) → Retriever (pobiera relevantne chunki z Chroma). Krok 3: Prompt template (łączysz question i context) → LLM (ChatOpenAI z kluczem API) → Chat Output. Łączysz komponenty strzałkami zgodnie z przepływem. Klikasz Run i testujesz w wbudowanym chacie. Gotowy chatbot odpowiada na pytania na podstawie wgranych dokumentów. Eksport do Python generuje gotowy kod. API endpoint pozwala wywołać chatbota z zewnętrznej aplikacji. Cały setup zajmuje 30-60 minut przy pierwszym razie.","Czy Langflow nadaje się do produkcji? + Langflow jest używany produkcyjnie przez wiele firm, ale wymaga odpowiedniego podejścia. Kluczowe aspekty: self-hosting na VPS z min. 8 GB RAM dla flow obsługujących 10+ równoczesnych użytkowników, PostgreSQL jako baza danych zamiast domyślnego SQLite dla trwałości danych, Nginx jako reverse proxy z SSL, monitoring przez Sentry lub Grafana. DataStax Cloud eliminuje część tych wymagań, ale przy wysokim ruchu koszty rosną. Dla systemów wymagających SLA 99.9%+: Langflow bez dodatkowej infrastruktury nie jest gotowy - potrzebujesz load balancer i redundancji. Dla wewnętrznych narzędzi firmowych obsługujących 5-20 użytkowników: self-hosted Langflow jest wystarczający i bardzo ekonomiczny. Warto zacząć od małej skali i skalować wraz z potrzebami.","Jak wyeksportować flow z Langflow do kodu Python? + Export flow do Python: po zbudowaniu i przetestowaniu flow w UI klikasz przycisk Code w prawym górnym rogu. Langflow generuje kompletny skrypt Python który uruchamia ten sam pipeline - z wszystkimi komponentami, połączeniami i konfiguracją. Kod jest czytelny i modyfikowalny: każdy komponent staje się instancją odpowiedniej klasy LangChain lub Langflow. Możesz uruchomić skrypt bezpośrednio (python flow.py) lub zintegrować z istniejącą aplikacją. Export jako JSON zapisuje strukturę flow do pliku - możesz go importować na innej instancji Langflow lub udostępniać innym. API endpoint: każde flow automatycznie ekspozuje REST API pod adresem \u002Fapi\u002Fv1\u002Frun\u002F{flow-id}. Wywołujesz przez HTTP POST z pytaniem w body. To pozwala integrować chatbota RAG zbudowanego w Langflow z dowolną aplikacją bez dodatkowego kodu.","Zapisz się →","Pobierz → narzedzia Katalog O nas Kontakt Regulamin Polityka prywatności \u002F\u002F Kategorie: Modele AI Pisanie Obrazy Kod Wideo Automatyzacja AI Agenci \u002F\u002F Ekosystem: News Newsletter \u002F\u002F ODKRYWAJ.AI © 2026 Basalt Interactive","Szczegóły znajdziesz w Polityce prywatności .",[344,345,346,347,348,349,347,334,350,351,352,353],"Czym jest Langflow?","Jak Langflow buduje pipeline'y AI wizualnie?","Dla kogo jest Langflow?","Cennik Langflow","Ograniczenia i alternatywy dla Langflow","Zalety i wady Langflow","Cloud","Najczęściej zadawane pytania","Alternatywy dla Langflow","Bądź na bieżąco z AI",[355,356,357,358,355,356,357,358,359,328,360,322,323,324,325,361,328,362,355,356],"narzedzia","Katalog","O nas","Kontakt","AI Agenci","Sprawdź aktualne ceny →","A AutoGPT Bezpłatny (open source)","Pobierz →",[364,365,366,367,368,369,370,371,372,373],"Darmowy i open source","Bardzo dobry do szybkiego prototypowania RAG i agentów","Silna integracja z ekosystemem LangChain\u002FLangGraph","Możliwość ekspozycji jako API lub MCP","Duża elastyczność wdrożenia: lokalnie, on-premise, w VPC lub w Kubernetes","Wizualny drag & drop builder do tworzenia pipeline'ów LLM bez kodowania","Open source (licencja MIT) z aktywnym rozwojem na GitHubie (30K+ stars)","Export flow do kodu Python: prototyp w UI, produkcja w kodzie","Marketplace z gotowymi komponentami do RAG, chatbotów i agentów","Natywna integracja z LangChain, OpenAI, Anthropic i lokalnymi modelami",[375,376,377,378,379,380,381],"Brak oficjalnie potwierdzonego publicznego cennika chmurowego w zebranych źródłach","Obsługa i zgodność bezpieczeństwa zależą od sposobu wdrożenia; w źródłach pojawiają się wzmianki o incydencie autentykacji API w starszych wersjach","Dla wdrożeń produkcyjnych trzeba samodzielnie zadbać o bazę danych, sekrety i uwierzytelnianie","DataStax Cloud hosting jeszcze w rozwoju: stabilność bywa niestabilna","Self-hosting wymaga min. 4 GB RAM i Docker","Dokumentacja dla zaawansowanych use cases niekompletna","Wydajność flow z wieloma komponentami spada przy dużym ruchu",[383,386,387,388,391,393,395,397,399,401],{"url":384,"text":385},"https:\u002F\u002Fnews.odkrywaj.ai\u002F","News",{"url":384,"text":385},{"url":384,"text":385},{"url":389,"text":390},"https:\u002F\u002Fx.com\u002FOdkrywajAi","",{"url":392,"text":390},"https:\u002F\u002Fwww.instagram.com\u002Fodkrywaj_ai\u002F",{"url":394,"text":390},"https:\u002F\u002Fwww.facebook.com\u002Fpeople\u002FOdkrywaj-AI\u002F61574377403970\u002F",{"url":396,"text":390},"https:\u002F\u002Fwww.tiktok.com\u002F@odkrywajai",{"url":398,"text":390},"https:\u002F\u002Fwww.youtube.com\u002F@Odkrywaj_AI",{"url":400,"text":390},"https:\u002F\u002Fdiscord.gg\u002FpdZYPR83vq",{"url":402,"text":390},"mailto:kontakt@odkrywaj.ai",[404,406,407,408],{"url":405,"text":328},"https:\u002F\u002Fodkrywaj.ai\u002Fnarzedzia\u002Fgo\u002Flangflow",{"url":405,"text":360},{"url":405,"text":328},{"url":405,"text":362},[],"Langflow: recenzja i cena | Odkrywaj.AI \nnarzedzia \u002F\u002F Katalog \u002F O nas \u002F Kontakt \u002F News Newsletter narzedzia Katalog O nas Kontakt News NEWSLETTER Odkrywaj.AI \u002F Narzędzia \u002F AI Agenci \u002F Langflow \nL Langflow\nagenci Bezpłatny \u002F Cloud $39\u002Fmc Budujesz agentów AI i pipeline RAG drag & drop: wizualnie, bez kodowania.\n\u002F\u002F ocena zewnętrzna\n4.6 \u002F5 87 recenzji · G2\nPobierz za darmo → Czym jest Langflow?\nOpen source platforma z interfejsem graficznym. Przeciągasz komponenty (LLM, vectorstore, tools), łączysz strzałkami i masz działający pipeline. Eksport do Pythona, API endpoint jednym klikiem.\nJak Langflow buduje pipeline'y AI wizualnie?\nLangflow to open source platforma z graficznym interfejsem drag & drop do projektowania pipeline'ów LLM, agentów i systemów RAG. Zamiast pisać kod Python, przeciągasz komponenty na canvas: źródło danych (PDF, URL, baza danych), embedding model, vectorstore (Chroma, Pinecone, Astra DB), LLM (OpenAI, Claude, Ollama), parser i output. Łączysz je strzałkami definiując przepływ danych. Jednym kliknięciem uruchamiasz pipeline i testujesz w wbudowanym chatbocie. Export do kodu Python pozwala przenieść prototyp stworzony w UI do produkcyjnego kodu bez pisania od zera. API endpoint generuje się automatycznie - każdy flow staje się REST API które możesz wywołać z zewnętrznej aplikacji. Marketplace oferuje gotowe flow templates dla typowych przypadków: customer support bot, document Q&A, research agent.\nDla kogo jest Langflow?\nLangflow trafia do dwóch grup: developerów Pythona którzy chcą szybko prototypować pipeline'y AI bez pisania boilerplate kodu, i technicznie zaawansowanych użytkowników bez głębokiej znajomości LangChain którzy chcą zbudować agenta przez UI. Badacze AI eksperymentują z różnymi architekturami RAG bez konieczności kodowania każdej wersji od nowa. Startupy prototypują proof-of-concept chatboty i systemy Q&A w godziny zamiast dni. Developerzy używają UI do projektowania, a następnie eksportują kod Python do produkcji. Langflow jest słabszy od bezpośredniego kodu Python przy zaawansowanych customizacjach i wysokich wymaganiach wydajnościowych - wbudowane komponenty mają ograniczoną konfigurowalność. Alternatywy no-code bez wymogu technicznego zrozumienia: n8n, Make czy Flowise.\nCennik Langflow\nBiblioteka open source Langflow jest bezpłatna - instalujesz przez pip (pip install langflow) lub Docker i hostingujesz samodzielnie. Płacisz tylko za wywołania API modeli AI (OpenAI, Anthropic) i hosting (własny serwer lub chmura). DataStax Langflow Cloud (langflow.org) oferuje hosting bez self-hostingu: darmowy tier z ograniczonymi flow i 1 użytkownikiem, plan Starter ($39\u002Fmc) z więcej flow i współpracą, plan Pro ($199\u002Fmc) dla teamów. Cloud jest wygodny dla niedewelopersów, ale drogi wobec self-hostingu. Dla developerów z VPS: Langflow self-hosted na serwerze 4 GB RAM (ok. $5-10\u002Fmc na DigitalOcean lub Hetzner) + koszty API modeli to najbardziej ekonomiczna opcja. Warto zacząć od lokalnej instalacji przed przejściem na chmurę.\nOgraniczenia i alternatywy dla Langflow\nLangflow bywa niestabilny przy złożonych flow z wieloma komponentami - błędy połączeń i timeouty są częste przy dużym ruchu bez odpowiedniej infrastruktury. Dokumentacja jest niekompletna dla zaawansowanych przypadków: budowanie własnych komponentów wymaga czytania kodu źródłowego. Self-hosting wymaga znajomości Dockera i podstaw DevOps - dla non-technicznego użytkownika Cloud jest jedyną opcją. Przepustowość produkcyjna ograniczona przez architekturę - dla systemów obsługujących 100+ równoczesnych użytkowników potrzebujesz skalowania które wymaga dodatkowej konfiguracji. Alternatywy: n8n (lepszy do automatyzacji workflow z wieloma integracjami SaaS), Flowise (prostszy UI, mniej funkcji), LangGraph (bezpośrednio Python, więcej kontroli), CrewAI (specjalizacja w multi-agent, nie RAG).\nCzytaj więcej →\nZalety i wady Langflow\n\u002F\u002F zalety\n+ Wizualny drag & drop builder do tworzenia pipeline'ów LLM bez kodowania + Open source (licencja MIT) z aktywnym rozwojem na GitHubie (30K+ stars) + Export flow do kodu Python: prototyp w UI, produkcja w kodzie + Marketplace z gotowymi komponentami do RAG, chatbotów i agentów + Natywna integracja z LangChain, OpenAI, Anthropic i lokalnymi modelami \u002F\u002F wady\n− DataStax Cloud hosting jeszcze w rozwoju: stabilność bywa niestabilna − Self-hosting wymaga min. 4 GB RAM i Docker − Dokumentacja dla zaawansowanych use cases niekompletna − Wydajność flow z wieloma komponentami spada przy dużym ruchu Cennik Langflow\n\u002F\u002F cennik\nOpen Source\nSelf-hosted\n$0 + Pełny visual builder + RAG pipeline + Agent flows + Docker support Cloud\nHosted w chmurze\n$39 \u002F mies. + Managed hosting + Auto-scaling + Collaboration + Priority support polecany \nOstatnia aktualizacja: 20 marca 2026 · Sprawdź aktualne ceny → \nNajczęściej zadawane pytania\nJak zainstalować Langflow lokalnie? + Instalacja lokalna przez pip: wymagany Python 3.10-3.12 (sprawdź wersję: python --version). Instalujesz: pip install langflow. Uruchamiasz: langflow run. Otwierasz przeglądarkę na localhost:7860. Całość zajmuje 5-10 minut przy dobrej instalacji Pythona. Przez Docker: docker pull langflowai\u002Flangflow, docker run -p 7860:7860 langflowai\u002Flangflow. Docker jest prostszy jeśli masz go zainstalowanego. Po uruchomieniu tworzysz konto lokalne (dane zapisywane lokalnie). Pierwsze flow możesz zbudować korzystając z gotowych szablonów z Marketplace - kliknij New Flow, wybierz template Basic RAG lub Simple Chatbot i zacznij eksperymentować. Wymagania minimalne: 4 GB RAM, 2 GB wolnego miejsca na dysku, Python 3.10+ lub Docker.\nJak zbudować prostego chatbota RAG w Langflow? + Chatbot RAG (Question Answering na dokumentach) w Langflow: tworzysz nowy flow, dodajesz komponenty. Krok 1: File component (źródło PDF) → Text Splitter (dzielenie na chunki) → Embedding model (OpenAI Embeddings) → Chroma DB (vectorstore). Krok 2: Chat Input → Embedding model (ten sam) → Retriever (pobiera relevantne chunki z Chroma). Krok 3: Prompt template (łączysz question i context) → LLM (ChatOpenAI z kluczem API) → Chat Output. Łączysz komponenty strzałkami zgodnie z przepływem. Klikasz Run i testujesz w wbudowanym chacie. Gotowy chatbot odpowiada na pytania na podstawie wgranych dokumentów. Eksport do Python generuje gotowy kod. API endpoint pozwala wywołać chatbota z zewnętrznej aplikacji. Cały setup zajmuje 30-60 minut przy pierwszym razie.\nCzym Langflow różni się od n8n i Flowise? + Trzy różne narzędzia do automatyzacji AI i workflow. Langflow skupia się na pipeline'ach LLM, RAG i agentach AI - najlepszy do budowania aplikacji Q&A, chatbotów z wiedzą i agentów autonomicznych. Głęboka integracja z ekosystemem LangChain. n8n ($20\u002Fmc lub self-hosted) to narzędzie do automatyzacji workflow i integracji między SaaS - setki konektorów (Gmail, Slack, HubSpot, Airtable), wyzwalacze i akcje. Lepszy gdy automatyzujesz procesy biznesowe łączące wiele aplikacji. Flowise (open source) jest prostszym, mniej konfigurowalnym narzędziem do budowania chatbotów LLM - łatwiejszy start, mniej możliwości niż Langflow. Wybór: budujesz chatbota na dokumentach lub agenta AI? Langflow. Automatyzujesz workflow między aplikacjami biznesowymi? n8n. Potrzebujesz prostego chatbota bez zaawansowanych funkcji? Flowise.\nCzy Langflow nadaje się do produkcji? + Langflow jest używany produkcyjnie przez wiele firm, ale wymaga odpowiedniego podejścia. Kluczowe aspekty: self-hosting na VPS z min. 8 GB RAM dla flow obsługujących 10+ równoczesnych użytkowników, PostgreSQL jako baza danych zamiast domyślnego SQLite dla trwałości danych, Nginx jako reverse proxy z SSL, monitoring przez Sentry lub Grafana. DataStax Cloud eliminuje część tych wymagań, ale przy wysokim ruchu koszty rosną. Dla systemów wymagających SLA 99.9%+: Langflow bez dodatkowej infrastruktury nie jest gotowy - potrzebujesz load balancer i redundancji. Dla wewnętrznych narzędzi firmowych obsługujących 5-20 użytkowników: self-hosted Langflow jest wystarczający i bardzo ekonomiczny. Warto zacząć od małej skali i skalować wraz z potrzebami.\nJak wyeksportować flow z Langflow do kodu Python? + Export flow do Python: po zbudowaniu i przetestowaniu flow w UI klikasz przycisk Code w prawym górnym rogu. Langflow generuje kompletny skrypt Python który uruchamia ten sam pipeline - z wszystkimi komponentami, połączeniami i konfiguracją. Kod jest czytelny i modyfikowalny: każdy komponent staje się instancją odpowiedniej klasy LangChain lub Langflow. Możesz uruchomić skrypt bezpośrednio (python flow.py) lub zintegrować z istniejącą aplikacją. Export jako JSON zapisuje strukturę flow do pliku - możesz go importować na innej instancji Langflow lub udostępniać innym. API endpoint: każde flow automatycznie ekspozuje REST API pod adresem \u002Fapi\u002Fv1\u002Frun\u002F{flow-id}. Wywołujesz przez HTTP POST z pytaniem w body. To pozwala integrować chatbota RAG zbudowanego w Langflow z dowolną aplikacją bez dodatkowego kodu.\nAlternatywy dla Langflow\nC Character.AI Free \u002F $9.99\u002Fmc Plus \nL Lindy AI $49.99\u002Fmc \nR Relevance AI od $19\u002Fmc \nC CrewAI Bezpłatny (open source) \nA AutoGPT Bezpłatny (open source) \u002F\u002F newsletter\nBądź na bieżąco z AI\nNowe narzędzia, promocje i analizy - co tydzień, po polsku.\nAdres email \nZapisz się →\nLangflow\nBezpłatny \u002F Cloud $39\u002Fmc\n\u002F\u002F ocena zewnętrzna\n4.6 \u002F5 87 recenzji · G2\nPobierz za darmo → \n← wróć do katalogu\nLangflow\nBezpłatny \u002F Cloud $39\u002Fmc\nPobierz → narzedzia Katalog O nas Kontakt Regulamin Polityka prywatności \u002F\u002F Kategorie: Modele AI Pisanie Obrazy Kod Wideo Automatyzacja AI Agenci \u002F\u002F Ekosystem: News Newsletter \u002F\u002F ODKRYWAJ.AI © 2026 Basalt Interactive\n\u002F\u002F Cookies \nUżywamy plików cookies: niezbędnych do działania serwisu oraz - za Twoją zgodą -\nanalitycznych i marketingowych (Google Analytics, Microsoft Clarity, Meta Pixel).\nSzczegóły znajdziesz w Polityce prywatności .\nAkceptuję Tylko niezbędne","2026-08-09T00:08:07.402Z",200,"text\u002Fhtml","dac29d8d9e0e4a5770e183a25eac262809bebb75f8bed80f1918de35252f2492","data\u002Fcatalog\u002Fcache\u002Fodkrywaj\u002F41a2df8ec3bc903732654d2b264d55683428faca0f2a31e616a115616e613ef1.html",true,"human_verified","https:\u002F\u002Fwww.langflow.org\u002F",{"url":420,"final_url":418,"status":412,"fetched_at":421,"content_hash":422,"title":423,"description":424,"headings":425,"pricing_evidence":437,"privacy_evidence":441,"capability_evidence":443,"text_excerpt":447,"linked_pages":448,"research_links":604,"blog_titles":605,"use_case_evidence":615,"feature_evidence":616},"https:\u002F\u002Flangflow.org\u002F","2026-08-09T01:08:46.697Z","9f1032102b0ccc8e66bf59df0b44a166cae46b462461af8334d53b19308bcb76","Langflow | Low-code AI builder for agentic and RAG applications","Welcome to Langflow - Build AI applications with ease",[426,427,428,429,430,431,432,433,434,435,436],"Stop fighting your tools","Drag. Drop. Deploy.","Limitless Control","Run, Share and Collaborate.","Agents at your service","Flow as an API","From Notebook to Production","Deploy yourself or sign up for a free cloud account","Deploy and scale on an enterprise-grade, secure cloud platform","Same Langflow whether you’re using OSS or Cloud","Create your first flow",[438,428,439,433,440],"Get Started for Free Star on GitHub Input Model l3 llama-3.2","Use a free, enterprise-grade cloud to deploy your app","Get Started for Free Star on GitHub 138k",[442],"Manage Privacy Choices",[444,445,431,446],"API Key Temperature 0.5 Precise","Don't let boilerplate code slow you down. Visual state flows, reusable components, and rapid iteration for you. Focus on creating AI magic.","Airbyte Anthropic Azure Bing Composio Confluence Couchbase Evernote Github Glean Gmail Google Cloud Google Drive Groq Supa HuggingFace Airbyte Anthropic Azure Bing Composio Confluence Couchbase Evernote Github Glean Gmail Google Cloud Google Drive Groq Supa HuggingFace Langchain Meta Reddis Milvus Mistral MongoDB Notion NVIDIA Ollama Perplexity Weaviate Serper Qdrant Serp API Slack Supa Langchain Meta Reddis Milvus Mistral MongoDB Notion NVIDIA Ollama Perplexity Weaviate Serper Qdrant Serp API Slack Supa Datastax Amazon Bedrock Tavily Upstash Vectara Wikipedia Wolfram Alpha Yahoo! Finance Zap MeriTalk Pinecone Cassandra Unstructured OpenAI Crew AI Datastax Amazon Bedrock Tavily Upstash Vectara Wikipedia Wolfram Alpha Yahoo! Finance Zap MeriTalk Pinecone Cassandra Unstructured OpenAI Crew AI Choose from hundreds of data sources, models, or vector stores.","Langflow | Low-code AI builder for agentic and RAG applications \nLangflow 1.11 just released! Docs\nResources\nUse Cases Changelog Blog Newsletter Events Podcast Brand Kit\nCommunity\nGitHub Discord X YouTube LinkedIn Get Help\nContact Us Community Help Professional Services Premier Support Download\n138k\n23k\n10k\n15xk\nStop fighting your tools\nLangflow is a powerful tool to build and deploy AI agents and MCP servers. It comes with batteries included and supports all major LLMs, vector databases and a growing library of AI tools.\nGet Started for Free Star on GitHub Input Model l3 llama-3.2\nAPI Key Temperature 0.5 Precise\nCreative\nUsed by leading AI development teams\nDitch the Black Boxes Model l3 llama-3.2\nTemperature 0.5 Precise\nCreative\nResponse Length Short Medium Long Control the complexity Swap and compare Python under the hood Drag. Drop. Deploy.\nDon't let boilerplate code slow you down. Visual state flows, reusable components, and rapid iteration for you. Focus on creating AI magic.\nLimitless Control\nUse Python to customize anything and everything\nRun, Share and Collaborate.\nChoose from hundreds of pre-built flows and components\nAgents at your service\nRun a single or fleet of agents with access to all your components as tools\nFlow as an API\nUse a free, enterprise-grade cloud to deploy your app\nFrom Notebook to Production\nGetting your AI in front of real users shouldn’t be a headache.\nDeploy yourself or sign up for a free cloud account\nDeploy and scale on an enterprise-grade, secure cloud platform\nSame Langflow whether you’re using OSS or Cloud\nAirbyte Anthropic Azure Bing Composio Confluence Couchbase Evernote Github Glean Gmail Google Cloud Google Drive Groq Supa HuggingFace Airbyte Anthropic Azure Bing Composio Confluence Couchbase Evernote Github Glean Gmail Google Cloud Google Drive Groq Supa HuggingFace Langchain Meta Reddis Milvus Mistral MongoDB Notion NVIDIA Ollama Perplexity Weaviate Serper Qdrant Serp API Slack Supa Langchain Meta Reddis Milvus Mistral MongoDB Notion NVIDIA Ollama Perplexity Weaviate Serper Qdrant Serp API Slack Supa Datastax Amazon Bedrock Tavily Upstash Vectara Wikipedia Wolfram Alpha Yahoo! Finance Zap MeriTalk Pinecone Cassandra Unstructured OpenAI Crew AI Datastax Amazon Bedrock Tavily Upstash Vectara Wikipedia Wolfram Alpha Yahoo! Finance Zap MeriTalk Pinecone Cassandra Unstructured OpenAI Crew AI Choose from hundreds of data sources, models, or vector stores.\nConnect your existing tools\nJonathan Blomgren Studios Director, BetterUp “ Langflow lets us take complex product ideas and quickly bring them to life through visual flows that anyone can understand. ”\nJan Schummers Sr. Software Engineer, WinWeb “ Langflow has transformed our RAG application development, letting us focus more on creativity and less on complexity. ”\nBrendon Geils CEO, Athena Intelligence “ Langflow has completely transformed the way we iterate and deploy AI workflows. ”\nCreate your first flow\nJoin thousands of developers accelerating their AI workflows. Start your first Langflow project now.\nGet Started for Free Star on GitHub 138k\n23k\n10k\n15xk\n© 2026. All rights reserved\n·\nManage Privacy Choices",[449,473,503,520,531,539,552,560,575,584],{"url":450,"kind":451,"anchor":452,"title":453,"description":454,"headings":455,"feature_evidence":463,"use_case_evidence":464,"fetched_at":471,"status":412,"content_hash":472},"https:\u002F\u002Fwww.langflow.org\u002Fuse-cases","use_case","Use Cases","Use Cases | Langflow | Low-code AI builder for agentic and RAG applications","Explore Langflow use cases and AI workflow templates. Browse assistants, classification, coding, content generation, Q&A and more.",[456,457,458,459,460,461,462,436],"Drop a Template. Make it Yours.","Call Classification Analytics","Chunk Classification","CSV Query Assistant","Data Extraction","Browse Templates","Categories",[],[465,466,467,468,469,470],"Use Cases | Langflow | Low-code AI builder for agentic and RAG applications ","Use Cases Changelog Blog Newsletter Events Podcast Brand Kit","Build an automated call transcription and classification system using Langflow that converts audio files into structured data with AI-powered analysis for topic, sentiment, resolution status, and urgency labeling.","Business Customer Support Chunk Classification","Automate document processing with this Langflow workflow that ingests files, splits them into chunks...","Join thousands of developers accelerating their AI workflows. Start your first Langflow project now.","2026-08-09T01:08:44.651Z","8b12e88de1e96612d656e708c1f2e51d946c40d76f730ac38a0612d7f5704f4d",{"url":474,"kind":475,"anchor":476,"title":477,"description":478,"headings":479,"feature_evidence":494,"use_case_evidence":500,"fetched_at":501,"status":412,"content_hash":502},"https:\u002F\u002Fwww.langflow.org\u002Fblog\u002Flangflow-1-11","blog","Langflow 1.11 just released!","Langflow 1.11 released: Human-in-the-Loop, A2A protocol support, AG-UI streaming, and more | Langflow | Low-code AI builder for agentic and RAG applications","Langflow 1.11 adds Human-in-the-Loop checkpoints, A2A protocol support, AG-UI streaming for the Workflow API, and more.",[480,481,482,483,484,485,486,487,488,489,490,491,492,493],"Langflow 1.11 released: Human-in-the-Loop, A2A protocol support, AG-UI streaming, and more","Human-in-the-Loop","A2A (Agent to Agent) protocol support","AG-UI streaming for the Workflow API","Unified Data Operations component","New provider components","LFX can be installed as engine-only","There's more to come","Sign up for the\nAI++ newsletter","Similar Posts","Langflow 1.11 Desktop is now available","Langflow 1.11.0: Multi-Vector Retrieval is Here with NextPlaid","Langflow 1.10 Desktop is now available","Langflow 1.10 released: Assistant flow building, Memory bases, DB Providers, internationalization, and more",[495,483,496,497,498,499],"Langflow OSS 1.11 is released! This version adds Human-in-the-Loop for gated tool calls and reviews, A2A protocol support , AGUI-compatible streaming on the Workflow API, and more!","POST \u002Fapi\u002Fv2\u002Fworkflows stream mode now supports stream_protocol: \"agui\" for AG-UI clients, in addition to the default Langflow EventManager protocol.","\"x-api-key\" : os.environ[ \"LANGFLOW_API_KEY\" ],","f\" {base} \u002Fapi\u002Fv2\u002Fworkflows\" ,","Langflow 1.10 expands Langflow Assistant to build entire flows, introduces Memory bases for long-term semantic memory, adds configurable vector database backends, brings the interface to seven languages, and more.",[466,495,483,496,498],"2026-08-09T01:08:44.824Z","825c5fc916978db4dbf0db2dbb8c06c3421aae8f380642048ff0975c0f42cb17",{"url":504,"kind":475,"anchor":505,"title":506,"description":507,"headings":508,"feature_evidence":514,"use_case_evidence":517,"fetched_at":518,"status":412,"content_hash":519},"https:\u002F\u002Fwww.langflow.org\u002Fblog","Blog","Blog | Langflow - The fastest way to build AI Agents | Langflow | Low-code AI builder for agentic and RAG applications","Explore the latest news, updates, and insights from the Langflow team. Learn about the latest features, best practices, and how to get the most out of Langflow.",[505,509,490,510,491,480,492,493,511,512,513],"Latest Post","Older Posts","Scaling Langflow: Unlocking Massive Memory Savings and Bulletproof Reliability","Langflow Policies: Turning Natural-Language Rules into Guarded Tools","Video demo",[478,499,515,516],"Read more → Langflow Policies: Turning Natural-Language Rules into Guarded Tools","Langflow's new Policies feature compiles natural-language business rules into deterministic guards around agent tools—so policy violations are caught before they happen, not after.",[466,478],"2026-08-09T01:08:45.003Z","d47f815bc46a02b5ccc4e6559f20cd25004b0fbd931f5fb4d21a1eef075ef115",{"url":521,"kind":475,"anchor":522,"title":523,"description":524,"headings":525,"feature_evidence":527,"use_case_evidence":528,"fetched_at":529,"status":412,"content_hash":530},"https:\u002F\u002Fwww.langflow.org\u002Fnewsletter","Newsletter","AI++ Newsletter | Langflow | Low-code AI builder for agentic and RAG applications","Sign up for the AI++ Newsletter to stay updated with the latest in AI, Agents and MCP.",[526,488],"AI++ newsletter",[],[466],"2026-08-09T01:08:45.172Z","03262147aad25e6fd3c7e308cf642c59f39a4d4c5356c2b335450987494f919d",{"url":532,"kind":475,"title":533,"description":534,"feature_evidence":535,"use_case_evidence":536,"fetched_at":537,"status":412,"content_hash":538},"https:\u002F\u002Fwww.langflow.org\u002Fblog\u002Flangflow-1-11-desktop","Langflow 1.11 Desktop is now available | Langflow | Low-code AI builder for agentic and RAG applications","Langflow 1.11 Desktop is now available. For the full list of new features, see the OSS release announcement.",[478,499],[466,478],"2026-08-09T01:08:45.675Z","6c21ad1f27ecdcabc1bdd8b59565d7a44947364233211e4990d7425630b06709",{"url":540,"kind":475,"title":541,"description":542,"feature_evidence":543,"use_case_evidence":549,"fetched_at":550,"status":412,"content_hash":551},"https:\u002F\u002Fwww.langflow.org\u002Fblog\u002Fblog-nextplaid","Langflow 1.11.0: Multi-Vector Retrieval is Here with NextPlaid | Langflow | Low-code AI builder for agentic and RAG applications","Langflow 1.11.0 ships first-class multi-vector retrieval with the lfx-nextplaid extension bundle—ColBERT-style late interaction and ColPali-style visual document retrieval out of the box.",[544,545,546,547,548,478,499],"Visually complex documents. A PDF slide deck or a scanned research poster carries information in figures, tables, equations, and layout, none of which survives the \"extract text, embed text\" pipeline. Embedding a page image into one vision-language vector compresses all of that spatial and semantic structure into a single point.","ColPali extends this idea to images. A vision-language model (such as ColModernVBERT) encodes document page images into a matrix of patch embeddings (n_patches, dim) . Text queries are still embedded as token matrices. MaxSim scoring then matches query tokens against image patches, enabling true visual document retrieval: the model can match a text query like \"quarterly revenue breakdown\" against the patch of the document that contains the relevant chart, without any OCR in the loop.","Centroid-based candidate pruning. PLAID clusters all token embeddings into a flat IVF (Inverted File Index). At query time, each query token probes only a small number of IVF cells (controlled by n_ivf_probe ), rapidly identifying candidate documents without comparing against every token in the corpus. Exact MaxSim re-ranking is then applied only to the resulting candidate set (controlled by n_full_scores ).","NextPlaid is a high-performance PLAID index server written in Rust, originally developed by LightOn (check out their other exciting work). It exposes a clean REST API over an Axum web server, backed by an MmapIndex (memory-mapped PLAID index) and a SQLite database for metadata.","Add a vLLM Multivector Embeddings component. Set vLLM API Base to your vLLM server (default http:\u002F\u002Flocalhost:8000 ) and Model Name to your ColBERT model.",[466,478],"2026-08-09T01:08:45.863Z","6b701d500a76e50ce650b9d78372fd373fc090cf3686e4363982b56692e63035",{"url":553,"kind":475,"title":554,"description":555,"feature_evidence":556,"use_case_evidence":557,"fetched_at":558,"status":412,"content_hash":559},"https:\u002F\u002Fwww.langflow.org\u002Fblog\u002Flangflow-1-10-desktop","Langflow 1.10 Desktop is now available | Langflow | Low-code AI builder for agentic and RAG applications","Langflow 1.10 Desktop is now available. For the full list of new features and platform updates in 1.10, see the OSS release announcement.",[478,499],[466,478],"2026-08-09T01:08:46.034Z","a9b5410a01f4f8ebcd768724e98c9a452d07a1ae6b1737fe22cc18ef99fa4f84",{"url":561,"kind":475,"title":562,"description":499,"feature_evidence":563,"use_case_evidence":568,"fetched_at":573,"status":412,"content_hash":574},"https:\u002F\u002Fwww.langflow.org\u002Fblog\u002Flangflow-1-10","Langflow 1.10 released: Assistant flow building, Memory bases, DB Providers, internationalization, and more | Langflow | Low-code AI builder for agentic and RAG applications",[564,565,566,567,478],"Langflow OSS 1.10 is released! This version expands Langflow Assistant's capabilities, introduces long-term memory for flows with Memory bases, adds configurable vector database backends for knowledge bases, and brings the Langflow interface to seven languages.","Describe what you want to build in natural language, and the assistant generates a complete, connected flow ready to run in the canvas.","The Langflow interface is now available in multiple languages. To change the display language, click your Profile Picture , select Settings , and then select a language from the Language dropdown.","Available languages include English, French (Français), Spanish (Español), German (Deutsch), Portuguese (Português), Japanese (日本語), and Chinese (中文).",[466,569,570,571,572,478],"Let's dig into some of these features to see how they make Langflow more powerful for production deployments and long-running AI workflows.","This helps users move faster from an idea to a working AI workflow.","This gives users more flexibility to choose where embeddings are stored and manage RAG workflows beyond local Chroma storage.","This makes it easier for enterprise users running Db2 to integrate their existing data infrastructure into Langflow workflows.","2026-08-09T01:08:46.201Z","47be6234c9cb08238718d89799d240600dd07abb1385605d2bd70e49508c2e18",{"url":576,"kind":475,"title":577,"description":578,"feature_evidence":579,"use_case_evidence":581,"fetched_at":582,"status":412,"content_hash":583},"https:\u002F\u002Fwww.langflow.org\u002Fblog\u002Fscaling-langflow","Scaling Langflow: Unlocking Massive Memory Savings and Bulletproof Reliability | Langflow | Low-code AI builder for agentic and RAG applications","The Langflow engineering team breaks down a comprehensive package of memory and stability enhancements spanning v1.9.0 through v1.10.0—achieving an ~89% reduction in memory consumption through dependency pruning, worker lifecycle management, and advanced Linux Copy-on-Write techniques.",[580,478],"GUNICORN_CMD_ARGS=\"--max-requests 100 --max-requests-jitter 20\" Check if increasing to 5 workers provides better concurrency without hitting OOM limits. Ensure local databases aren't starved for RAM. Standard API (12GB RAM) LANGFLOW_WORKERS=15",[466,478],"2026-08-09T01:08:46.375Z","6ca4b49eaac14e735e4fe6c26849b3cc338445a7348df006fbe1f7bfb423cb78",{"url":585,"kind":475,"title":586,"description":516,"feature_evidence":587,"use_case_evidence":593,"fetched_at":602,"status":412,"content_hash":603},"https:\u002F\u002Fwww.langflow.org\u002Fblog\u002Flangflow-policies-guarded-tools","Langflow Policies: Turning Natural-Language Rules into Guarded Tools | Langflow | Low-code AI builder for agentic and RAG applications",[586,512,512,588,589,590,591,592,478],"Instead of treating policies as extra prompt text and hoping the model remembers them, the Policies component turns natural-language business rules into executable guards around tools, so tool calls are checked before they run.","You write policies as text in natural language, and Langflow uses ToolGuard to compile those policies into validation logic attached to the tools an agent can access.","Langflow's Policies component documentation describes this as generating guard code from natural-language policies (\"buildtime\" step) and then reusing that guard code to enforce compliance during execution (\"runtime\" phase).","Enter clear, well-defined policies in natural language—ideally concise sentences. At least one policy is required for execution.","Choose a language model for generating ToolGuard code (this is separate from the agent's LLM). We recommend using models from the Claude-Sonnet family.",[466,594,595,596,597,598,599,600,601,478],"Agentic workflows are powerful because they let an LLM decide not just what to say , but what to do . This is also where things get risky.","We are building an agentic workflow for a clinic where customers can book doctor appointments. Different doctors have different specialties and varying availability slots. Customers are identified by unique IDs and belong to membership tiers such as \"Gold,\" \"Silver,\" and \"Regular.\" Appointment pricing depends on the customer's membership level.","In this example, we build an agentic workflow with a single policy: \"Only Gold customers are eligible for a 10% discount on all doctor appointments.\"","Each workflow should have its own project path (e.g., \"clinic_project\") as shown in the screenshot) – that's the relative path for storing the generated code. Each agentic flow should have its unique project path. ","Check the right-hand side panel displaying the generated guard code – this view lists all generated Python files. You can review and modify the code if needed. Note the automatically generated logic that enforces the Gold customer discount policy in our clinic usecase.","For more details, refer to our publications on policy adherence enforcement in agentic workflows, including both explicit and implicit policy violation detection:","Towards Enforcing Company Policy Adherence in Agentic Workflows ","Near-Miss: Latent Policy Failure Detection in Agentic Workflows ","2026-08-09T01:08:46.547Z","bca5962b740464296cb48a6085cbaead7eca87186e0c400085e1acbfd1267a75",[],[606,607,608,609,610,611,612,613,614],{"title":477,"url":474,"fetched_at":501},{"title":506,"url":504,"fetched_at":518},{"title":523,"url":521,"fetched_at":529},{"title":533,"url":532,"fetched_at":537},{"title":541,"url":540,"fetched_at":550},{"title":554,"url":553,"fetched_at":558},{"title":562,"url":561,"fetched_at":573},{"title":577,"url":576,"fetched_at":582},{"title":586,"url":585,"fetched_at":602},[465,466,467,468,469,470],[444,445,431,446],"tak",[619,620,621,622,623,624,625,626,627],{"fetched_at":501,"title":477,"url":474},{"fetched_at":518,"title":506,"url":504},{"fetched_at":529,"title":523,"url":521},{"fetched_at":537,"title":533,"url":532},{"fetched_at":550,"title":541,"url":540},{"fetched_at":558,"title":554,"url":553},{"fetched_at":573,"title":562,"url":561},{"fetched_at":582,"title":577,"url":576},{"fetched_at":602,"title":586,"url":585},"unknown","application","7.2\u002F10",[632,633,634,635,636,637,638,639,640,369,370,371,372,373,641,642,643,644,645,646,647,648,649,650],"wizualny edytor drag & drop do budowy agentów i pipeline’ów RAG","eksport flowów jako API \u002F endpoint REST","obsługa MCP (model context protocol) jako klient i serwer","kompatybilność z OpenAI Responses API","integracje z wieloma dostawcami modeli i komponentami LangChain\u002FLangGraph","możliwość eksportu flowów do kodu Python\u002FLangChain","komponenty do agentów, retrieverów, narzędzi, pamięci i parserów","observability\u002Ftraces i panel inspekcji","self-hosting przez Docker \u002F Docker Compose \u002F Kubernetes","API endpoint generuje się automatycznie - każdy flow staje się REST API","Wbudowany chatbot do testowania pipeline'ów","Obsługa źródeł danych: PDF, URL, baza danych","Obsługa embedding modeli i vectorstore (Chroma, Pinecone, Astra DB)","Obsługa LLM: OpenAI, Claude, Ollama","Gotowe flow templates: customer support bot, document Q&A, research agent","Docker support","Auto-scaling (w planie Cloud)","Collaboration (w planie Cloud)","Priority support (w planie Cloud)",[652,653,654,655,656,657,658,659,660,661,662,663,664,665,666,667,668,669,670,671,672,673,674,675,676,677,678,679,680,681,682,683,684,685,686,687,688,689,690,691,692,693,694,695,696,697,698,699,700,701,702,703,704],"OpenAI","Anthropic","Gemini","LangSmith","Traceloop","MCP","Ollama","vector stores \u002F bazy wektorowe","LangChain","Chroma","Pinecone","Astra DB","Airbyte","Azure","Bing","Composio","Confluence","Couchbase","Evernote","Github","Glean","Gmail","Google Cloud","Google Drive","Groq","Supa","HuggingFace","Meta","Reddis","Milvus","Mistral","MongoDB","Notion","NVIDIA","Perplexity","Weaviate","Serper","Qdrant","Serp API","Slack","Datastax","Amazon Bedrock","Tavily","Upstash","Vectara","Wikipedia","Wolfram Alpha","Yahoo! Finance","Zap","MeriTalk","Cassandra","Unstructured","Crew AI",[628],"MIT",[708,709,710,711,712,713,714],"Nie jest to w pełni zarządzany SaaS z potwierdzonym publicznie cennikiem dla wszystkich planów","W produkcji wymaga własnego utrzymania infrastruktury i konfiguracji bezpieczeństwa","Duże przepływy mogą być trudniejsze w utrzymaniu niż małe, proste flowy","Niestabilny przy złożonych flow z wieloma komponentami","Dokumentacja niekompletna dla zaawansowanych przypadków","Self-hosting wymaga znajomości Dockera i DevOps","Przepustowość produkcyjna ograniczona - dla 100+ użytkowników wymaga dodatkowej konfiguracji",[628],"Nie wykazano",[718,722,727,731,736],{"plan_name":719,"access_model":628,"price":720,"currency":721,"billing_period":628,"included_usage":628,"trial_days":628,"card_required":628,"source_evidence":628},"self-hosted \u002F open source","0","USD",{"plan_name":723,"access_model":724,"price":720,"currency":721,"billing_period":725,"included_usage":726,"trial_days":628,"card_required":628,"source_evidence":306},"Open Source (Self-hosted)","free","one-time","Pełny visual builder, RAG pipeline, Agent flows, Docker support",{"plan_name":728,"access_model":724,"price":720,"currency":721,"billing_period":729,"included_usage":730,"trial_days":628,"card_required":628,"source_evidence":306},"Cloud Free","monthly","Ograniczone flow, 1 użytkownik",{"plan_name":732,"access_model":733,"price":734,"currency":721,"billing_period":729,"included_usage":735,"trial_days":628,"card_required":628,"source_evidence":306},"Cloud Starter","paid","39","Managed hosting, Auto-scaling, Collaboration, Priority support",{"plan_name":737,"access_model":733,"price":738,"currency":721,"billing_period":729,"included_usage":739,"trial_days":628,"card_required":628,"source_evidence":306},"Cloud Pro","199","Dla teamów, więcej flow i współpraca","Z zebranych, wiarygodnych źródeł potwierdzono, że rdzeń Langflow jest open source i można go self-hostować bez opłat licencyjnych. Publicznie potwierdzonego oficjalnego cennika chmurowego nie udało się zweryfikować w dostępnych materiałach.","Przy self-hostingu dane pozostają w Twojej infrastrukturze. Nie znaleziono w zebranych źródłach oficjalnego, publicznego potwierdzenia polityki trenowania modeli na danych użytkowników ani regionu danych dla hostowanej chmury.",[],"Langflow to wizualny, low-code builder do agentów AI i pipeline’ów RAG, oparty o ekosystem LangChain. Oficjalne wpisy potwierdzają rozwój funkcji takich jak MCP, OpenAI Responses API, traces oraz ulepszenia integracji. Rdzeń projektu jest open source na licencji MIT i wspiera self-hosting.","Z zebranych źródeł wynika, że self-hosting daje pełną kontrolę nad infrastrukturą i danymi. Jednocześnie pojawiły się wzmianki o luce autentykacji API w starszych wersjach, więc wdrożenia produkcyjne powinny być aktualizowane i odpowiednio zabezpieczone.","Wizualny builder drag & drop do budowy agentów AI i pipeline’ów RAG bez kodowania lub z minimalnym kodowaniem.","0 USD",[748,749,750,751,752,753,754],"Web","Linux","macOS","Windows","Docker","Kubernetes","Python (pip)",[756,757,758,759,760,761,762,763,764],"developerzy","inżynierowie AI","zespoły produktowe","architekci rozwiązań","automation engineers","Developerzy Pythona","Technicznie zaawansowani użytkownicy","Badacze AI","Startupy",[766,767,768,769,770,771,772,773,774,775,776,777,778],"budowa agentów AI","pipeline’y RAG","prototypowanie workflow LLM","ekspozycja workflow jako API","budowa MCP serverów","integracje z zewnętrznymi aplikacjami","Budowanie chatbotów Q&A na dokumentach","Tworzenie agentów autonomicznych","Customer support bot","Document Q&A","Research agent","Automatyczne transkrypcje i klasyfikacja rozmów","Automatyzacja przetwarzania dokumentów","published","2026-08-12T18:22:44.003Z",[782,783,784,785,786],"Flowise","Dify","LangGraph","CrewAI","OpenAI AgentKit",{"checked_at":780,"ready":416,"failed":788},[],"Nieznana kategoria: automatyzacja\u002Fagenci-ai (auto-fix)","```markdown\n# **Langflow – Wizualny Builder AI dla Agentów i Pipeline’ów RAG**\n\n## **1. Krótki lead**\n**Langflow** to open-source’owy, wizualny narzędzie typu *drag & drop* do budowy zaawansowanych **agentów AI, pipeline’ów RAG (Retrieval-Augmented Generation) i workflow opartych na LLM** – bez konieczności pisania kodu lub z jego minimalnym użyciem. Przeznaczone dla developerów, badaczy i zespołów chcących przyspieszyć prototypowanie i wdrażanie rozwiązań AI bez głębokiego angażowania się w skomplikowaną infrastrukturę.\n\n---\n\n## **2. Najważniejsze funkcje**\nLangflow wyróżnia się następującymi możliwościami:\n\n- **Wizualny edytor drag & drop**\n  Intuicyjny interfejs umożliwiający składanie **agentów AI, pipeline’ów RAG i workflow LLM** poprzez przeciąganie gotowych komponentów (np. modeli, wektorowych baz danych, narzędzi LangChain). Eliminuje potrzebę ręcznego kodowania, skracając czas rozwoju.\n\n- **Eksport flowów jako API\u002FREST endpoint**\n  Gotowe pipeline’y można udostępnić jako **interfejsy API** (np. REST), co pozwala na łatwą integrację z innymi systemami lub aplikacjami zewnętrznymi.\n\n- **Obsługa MCP (Model Context Protocol)**\n  Działa zarówno jako **klient, jak i serwer MCP**, co umożliwia płynną komunikację między różnymi modelami i komponentami AI w rozproszonych środowiskach.\n\n- **Kompatybilność z OpenAI Responses API**\n  Umożliwia bezproblemowe podłączanie modeli OpenAI (np. GPT-4) oraz innych dostawców, zachowując spójność z popularnymi standardami API.\n\n- **Integracje z LangChain\u002FLangGraph i wieloma modelami**\n  Wspiera **komponenty LangChain\u002FLangGraph**, a także różne modele (np. Hugging Face, Anthropic, lokalne LLMy) oraz bazy wektorowe (np. Pinecone, Chroma), co czyni je elastycznym narzędziem dla zaawansowanych zastosowań.\n\n---\n\n## **3. Dla kogo jest Langflow?**\nNarzędzie adresowane jest do szerokiego grona użytkowników, w tym:\n\n- **Deweloperzy AI\u002FML** – przyspiesza prototypowanie i testowanie pipeline’ów RAG oraz agentów bez konieczności pisania setek linii kodu.\n- **Badacze i naukowcy** – umożliwia szybkie budowanie eksperymentalnych workflow z LLM i porównywanie różnych konfiguracji.\n- **Zespoły produktowe** – pozwala na tworzenie demo lub MVP rozwiązań AI bez angażowania całego zespołu inżynieryjnego.\n- **Hobbyści i edukatorzy** – idealne do nauki koncepcji RAG, agentów AI i integracji modeli w praktyce.\n- **Firmy chcące self-hostować rozwiązania AI** – dzięki open-source’owemu charakterowi można wdrożyć Langflow we własnej infrastrukturze.\n\n---\n\n## **4. Cena**\n- **Model dostępu**: **Open source** (licencja MIT) – kod źródłowy jest dostępny publicznie na [GitHubie](https:\u002F\u002Fgithub.com\u002Flogspace-ai\u002Flangflow), co pozwala na **bezpłatne self-hostowanie** bez opłat licencyjnych.\n- **Chmura**: **Brak oficjalnie potwierdzonego cennika** – w dostępnych materiałach (stan na czerwiec 2024) nie znaleziono informacji o płatnej wersji hostowanej przez twórców. Możliwe, że w przyszłości pojawi się opcja zarządzana (SaaS), ale obecnie narzędzie działa głównie w modelu samodzielnego wdrożenia.\n\n---\n## **5. Zalety i wady**\n\n### ✅ **Zalety**\n- **Otwarty kod i darmowe użycie** – brak ukrytych kosztów, pełna kontrola nad wdrożeniem.\n- **Szybkie prototypowanie** – wizualny interfejs znacznie przyspiesza budowę złożonych pipeline’ów RAG w porównaniu do tradycyjnego kodowania.\n- **Elastyczność integracji** – obsługa wielu modeli (OpenAI, Hugging Face, lokalne LLMy) i komponentów (LangChain, bazy wektorowe).\n\n### ❌ **Wady**\n- **Brak oficjalnego hostingu** – konieczność samodzielnego wdrożenia (potrzebna wiedza techniczna lub zasoby serwerowe).\n- **Ograniczone wsparcie dla początkujących** – mimo intuicyjnego interfejsu, zaawansowane funkcje (np. konfigurowanie MCP) mogą wymagać znajomości koncepcji AI\u002FML.\n- **Brak dokumentacji komercyjnej** – niejasne plany dotyczące ewentualnej wersji płatnej (chmurowej).\n\n---\n## **6. Werdykt**\n**Langflow to potężne narzędzie dla wszystkich, którzy chcą budować zaawansowane pipeline’y AI bez głębokiego kodowania** – szczególnie dla developerów, badaczy i firm preferujących open-source’owe rozwiązania. Jego największą zaletą jest **łatwość prototypowania i integracji z ekosystemem LangChain**, ale wymaga samodzielnego hostingu, co może być barierą dla mniej technicznych użytkowników. **Jeśli szukasz darmowego, elastycznego buildera AI – warto wypróbować.**\n```",{"source_page_url":306,"final_url":306,"fetched_at":411},{"alternatives_count":186,"active_deals":186},[],[],{"data":796},[797,808,816,824,830,837,843,851,857,864,871,878,886,893,900,907,914,921,929,936,942,949,957,964,972,980,988,996,1003,1011,1018,1025,1032,1040,1047,1055,1063,1070,1076,1083,1090,1097,1104,1110,1117,1125,1133,1138,1145,1152,1158,1166,1173,1180,1187,1194,1202,1209,1216,1223,1230,1237,1245,1250,1255,1262,1269,1277,1284,1291,1299,1306,1313,1318,1325,1330,1337,1344,1351,1358,1365,1372,1378,1386,1394,1401,1408,1415,1420,1425,1430,1434,1439,1444,1448,1452,1456,1460,1465,1468],{"id":798,"type":799,"title":800,"body":801,"tool_name":802,"z2u_price":803,"z2u_url":804,"status":805,"read_at":806,"created_at":807},797,"price_drop","💰 WinnerAdSpy — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €77.95 (regular: €278.95) | Rabat: 72%","WinnerAdSpy",77.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fwinneradspy","unread",null,"2026-09-24T04:15:26.545Z",{"id":809,"type":799,"title":810,"body":811,"tool_name":812,"z2u_price":813,"z2u_url":814,"status":805,"read_at":806,"created_at":815},796,"💰 Vora — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €66.95 (regular: €660.95) | Rabat: 90%","Vora",66.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvora","2026-09-24T04:15:26.413Z",{"id":817,"type":799,"title":818,"body":819,"tool_name":820,"z2u_price":821,"z2u_url":822,"status":805,"read_at":806,"created_at":823},795,"💰 ShareLinkPro — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €56.95 (regular: €223.95) | Rabat: 75%","ShareLinkPro",56.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsharelinkpro","2026-09-24T04:15:26.276Z",{"id":825,"type":799,"title":826,"body":811,"tool_name":827,"z2u_price":813,"z2u_url":828,"status":805,"read_at":806,"created_at":829},794,"💰 Seamless QR Code — spadek ceny","Seamless QR Code","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fseamless-qr-code","2026-09-24T04:15:26.144Z",{"id":831,"type":799,"title":832,"body":833,"tool_name":834,"z2u_price":803,"z2u_url":835,"status":805,"read_at":806,"created_at":836},793,"💰 Newsletterly — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €77.95 (regular: €772.95) | Rabat: 90%","Newsletterly","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fnewsletterly","2026-09-24T04:15:25.712Z",{"id":838,"type":799,"title":839,"body":833,"tool_name":840,"z2u_price":803,"z2u_url":841,"status":805,"read_at":806,"created_at":842},792,"💰 ListsGenie — spadek ceny","ListsGenie","https:\u002F\u002Fdealify.com\u002Fproducts\u002Flistsgenie","2026-09-24T04:15:25.476Z",{"id":844,"type":799,"title":845,"body":846,"tool_name":847,"z2u_price":848,"z2u_url":849,"status":805,"read_at":806,"created_at":850},791,"💰 Inspire Sales Academy — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €222.95 (regular: €558.95) | Rabat: 60%","Inspire Sales Academy",222.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finspire-sales-academy","2026-09-24T04:15:25.229Z",{"id":852,"type":799,"title":853,"body":833,"tool_name":854,"z2u_price":803,"z2u_url":855,"status":805,"read_at":806,"created_at":856},790,"💰 Glanc AI — spadek ceny","Glanc AI","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fglanc-ai","2026-09-24T04:15:24.997Z",{"id":858,"type":799,"title":859,"body":860,"tool_name":861,"z2u_price":803,"z2u_url":862,"status":805,"read_at":806,"created_at":863},789,"💰 EasySendy — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €77.95 (regular: €638.95) | Rabat: 88%","EasySendy","https:\u002F\u002Fdealify.com\u002Fproducts\u002Feasysendy","2026-09-24T04:15:24.761Z",{"id":865,"type":799,"title":866,"body":867,"tool_name":868,"z2u_price":813,"z2u_url":869,"status":805,"read_at":806,"created_at":870},788,"💰 OnChat — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €66.95 (regular: €660.95) | Rabat: 90%","OnChat","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fonchat","2026-09-24T04:15:22.662Z",{"id":872,"type":799,"title":873,"body":874,"tool_name":875,"z2u_price":813,"z2u_url":876,"status":805,"read_at":806,"created_at":877},787,"💰 Helpmate — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €66.95 (regular: €99.95) | Rabat: 33%","Helpmate","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fhelpmate","2026-09-24T04:15:22.408Z",{"id":879,"type":799,"title":880,"body":881,"tool_name":882,"z2u_price":883,"z2u_url":884,"status":805,"read_at":806,"created_at":885},786,"💰 Scramble Cloud — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €144.95 (regular: €334.95) | Rabat: 57%","Scramble Cloud",144.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fscramble-cloud","2026-09-24T04:15:19.193Z",{"id":887,"type":799,"title":888,"body":889,"tool_name":890,"z2u_price":813,"z2u_url":891,"status":805,"read_at":806,"created_at":892},785,"💰 Playix.cloud — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €66.95 (regular: €660.95) | Rabat: 90%","Playix.cloud","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fplayix-cloud","2026-09-24T04:15:19.054Z",{"id":894,"type":799,"title":895,"body":896,"tool_name":897,"z2u_price":813,"z2u_url":898,"status":805,"read_at":806,"created_at":899},784,"💰 Purple Photo — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €66.95 (regular: €88.95) | Rabat: 25%","Purple Photo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpurple-photo","2026-09-24T04:15:17.103Z",{"id":901,"type":799,"title":902,"body":903,"tool_name":904,"z2u_price":813,"z2u_url":905,"status":805,"read_at":806,"created_at":906},783,"💰 CursorClip — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €66.95 (regular: €108.95) | Rabat: 39%","CursorClip","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcursorclip","2026-09-24T04:15:16.869Z",{"id":908,"type":799,"title":909,"body":910,"tool_name":911,"z2u_price":813,"z2u_url":912,"status":805,"read_at":806,"created_at":913},782,"💰 Creatiyo — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €66.95 (regular: €222.95) | Rabat: 70%","Creatiyo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcreatiyo","2026-09-24T04:15:16.732Z",{"id":915,"type":799,"title":916,"body":917,"tool_name":918,"z2u_price":813,"z2u_url":919,"status":805,"read_at":806,"created_at":920},781,"💰 Blupry Bundle — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €66.95 (regular: €254.95) | Rabat: 74%","Blupry Bundle","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fblupry","2026-09-24T04:15:16.599Z",{"id":922,"type":799,"title":923,"body":924,"tool_name":925,"z2u_price":926,"z2u_url":927,"status":805,"read_at":806,"created_at":928},780,"💰 Al Webcam Effects — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €133.95 (regular: €1118.95) | Rabat: 88%","Al Webcam Effects",133.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fal-webcam-effects","2026-09-24T04:15:16.453Z",{"id":930,"type":799,"title":931,"body":932,"tool_name":933,"z2u_price":813,"z2u_url":934,"status":805,"read_at":806,"created_at":935},779,"💰 Vocal — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €66.95 (regular: €660.95) | Rabat: 90%","Vocal","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvocal","2026-09-24T04:15:14.748Z",{"id":937,"type":799,"title":938,"body":932,"tool_name":939,"z2u_price":813,"z2u_url":940,"status":805,"read_at":806,"created_at":941},778,"💰 Vimageo — spadek ceny","Vimageo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvimageo","2026-09-24T04:15:14.609Z",{"id":943,"type":799,"title":944,"body":945,"tool_name":946,"z2u_price":803,"z2u_url":947,"status":805,"read_at":806,"created_at":948},777,"💰 UPDF — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €77.95 (regular: €123.95) | Rabat: 37%","UPDF","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fupdf","2026-09-24T04:15:14.250Z",{"id":950,"type":799,"title":951,"body":952,"tool_name":953,"z2u_price":954,"z2u_url":955,"status":805,"read_at":806,"created_at":956},776,"💰 SwifDoo PDF — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €67.95 (regular: €712.95) | Rabat: 90%","SwifDoo PDF",67.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fswifdoo-pdf","2026-09-24T04:15:14.010Z",{"id":958,"type":799,"title":959,"body":960,"tool_name":961,"z2u_price":803,"z2u_url":962,"status":805,"read_at":806,"created_at":963},775,"💰 PhotoKit — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €77.95 (regular: €144.95) | Rabat: 46%","PhotoKit","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fphotokit","2026-09-24T04:15:13.469Z",{"id":965,"type":799,"title":966,"body":967,"tool_name":968,"z2u_price":969,"z2u_url":970,"status":805,"read_at":806,"created_at":971},774,"💰 PasswordLink — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €112.95 (regular: €894.95) | Rabat: 87%","PasswordLink",112.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpasswordlink","2026-09-24T04:15:13.229Z",{"id":973,"type":799,"title":974,"body":975,"tool_name":976,"z2u_price":977,"z2u_url":978,"status":805,"read_at":806,"created_at":979},773,"💰 LightPDF — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €116.95 (regular: €222.95) | Rabat: 48%","LightPDF",116.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Flightpdf","2026-09-24T04:15:12.888Z",{"id":981,"type":799,"title":982,"body":983,"tool_name":984,"z2u_price":985,"z2u_url":986,"status":805,"read_at":806,"created_at":987},772,"💰 International Open Academy — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €200.95 (regular: €446.95) | Rabat: 55%","International Open Academy",200.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finternational-open-academy","2026-09-24T04:15:12.747Z",{"id":989,"type":799,"title":990,"body":991,"tool_name":992,"z2u_price":993,"z2u_url":994,"status":805,"read_at":806,"created_at":995},771,"💰 FlashBooks — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €278.95 (regular: €1948.95) | Rabat: 86%","FlashBooks",278.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fflashbooks","2026-09-24T04:15:12.613Z",{"id":997,"type":799,"title":998,"body":999,"tool_name":1000,"z2u_price":803,"z2u_url":1001,"status":805,"read_at":806,"created_at":1002},770,"💰 Ebookany — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €77.95 (regular: €166.95) | Rabat: 53%","Ebookany","https:\u002F\u002Fdealify.com\u002Fproducts\u002Febookany","2026-09-24T04:15:12.481Z",{"id":1004,"type":799,"title":1005,"body":1006,"tool_name":1007,"z2u_price":1008,"z2u_url":1009,"status":805,"read_at":806,"created_at":1010},769,"💰 Envoice — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €155.95 (regular: €1556.95) | Rabat: 90%","Envoice",155.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fenvoice","2026-09-24T04:15:10.301Z",{"id":1012,"type":799,"title":1013,"body":1014,"tool_name":1015,"z2u_price":813,"z2u_url":1016,"status":805,"read_at":806,"created_at":1017},768,"💰 Classified Billing — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €66.95 (regular: €660.95) | Rabat: 90%","Classified Billing","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fclassified-billing","2026-09-24T04:15:10.167Z",{"id":1019,"type":799,"title":1020,"body":1021,"tool_name":1022,"z2u_price":803,"z2u_url":1023,"status":805,"read_at":806,"created_at":1024},767,"💰 Sterling Stock Picker — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €77.95 (regular: €272.95) | Rabat: 71%","Sterling Stock Picker","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsterling-stock-picker","2026-09-24T04:15:09.931Z",{"id":1026,"type":799,"title":1027,"body":1028,"tool_name":1029,"z2u_price":803,"z2u_url":1030,"status":805,"read_at":806,"created_at":1031},766,"💰 AI Vizologi — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €77.95 (regular: €765.95) | Rabat: 90%","AI Vizologi","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fai-vizologi","2026-09-24T04:15:09.786Z",{"id":1033,"type":799,"title":1034,"body":1035,"tool_name":1036,"z2u_price":1037,"z2u_url":1038,"status":805,"read_at":806,"created_at":1039},765,"💰 Paddle CRM — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €332.95 (regular: €3325.95) | Rabat: 90%","Paddle CRM",332.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpaddle-crm","2026-09-24T04:15:09.546Z",{"id":1041,"type":799,"title":1042,"body":1043,"tool_name":1044,"z2u_price":803,"z2u_url":1045,"status":805,"read_at":806,"created_at":1046},764,"💰 IdeaBuddy — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €77.95 (regular: €1612.95) | Rabat: 95%","IdeaBuddy","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fideabuddy","2026-09-24T04:15:09.277Z",{"id":1048,"type":799,"title":1049,"body":1050,"tool_name":1051,"z2u_price":1052,"z2u_url":1053,"status":805,"read_at":806,"created_at":1054},763,"💰 LeadLocator — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €189.95 (regular: €1892.95) | Rabat: 90%","LeadLocator",189.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fleadlocator","2026-09-24T04:15:09.140Z",{"id":1056,"type":799,"title":1057,"body":1058,"tool_name":1059,"z2u_price":1060,"z2u_url":1061,"status":805,"read_at":806,"created_at":1062},762,"💰 Sociosight — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €75.95 (regular: €106.95) | Rabat: 29%","Sociosight",75.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsociosight","2026-09-24T04:15:07.493Z",{"id":1064,"type":799,"title":1065,"body":1066,"tool_name":1067,"z2u_price":813,"z2u_url":1068,"status":805,"read_at":806,"created_at":1069},761,"💰 Qura Al — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €66.95 (regular: €660.95) | Rabat: 90%","Qura Al","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fqura-al","2026-09-24T04:15:07.351Z",{"id":1071,"type":799,"title":1072,"body":1066,"tool_name":1073,"z2u_price":813,"z2u_url":1074,"status":805,"read_at":806,"created_at":1075},760,"💰 Brand2Social — spadek ceny","Brand2Social","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbrand2social","2026-09-24T04:15:07.111Z",{"id":1077,"type":799,"title":1078,"body":1079,"tool_name":1080,"z2u_price":813,"z2u_url":1081,"status":805,"read_at":806,"created_at":1082},759,"💰 WP Website Speedy — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €66.95 (regular: €660.95) | Rabat: 90%","WP Website Speedy","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fwebsite-speedy","2026-09-24T04:15:04.647Z",{"id":1084,"type":799,"title":1085,"body":1086,"tool_name":1087,"z2u_price":803,"z2u_url":1088,"status":805,"read_at":806,"created_at":1089},758,"💰 Screpy — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €77.95 (regular: €503.95) | Rabat: 85%","Screpy","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fscrepy","2026-09-24T04:15:04.399Z",{"id":1091,"type":799,"title":1092,"body":1093,"tool_name":1094,"z2u_price":813,"z2u_url":1095,"status":805,"read_at":806,"created_at":1096},757,"💰 LocalAuditPro — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €66.95 (regular: €358.95) | Rabat: 81%","LocalAuditPro","https:\u002F\u002Fdealify.com\u002Fproducts\u002Flocalauditpro","2026-09-24T04:15:04.244Z",{"id":1098,"type":799,"title":1099,"body":1100,"tool_name":1101,"z2u_price":803,"z2u_url":1102,"status":805,"read_at":806,"created_at":1103},756,"💰 Labrika — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €77.95 (regular: €765.95) | Rabat: 90%","Labrika","https:\u002F\u002Fdealify.com\u002Fproducts\u002Flabrika","2026-09-24T04:15:04.098Z",{"id":1105,"type":799,"title":1106,"body":1079,"tool_name":1107,"z2u_price":813,"z2u_url":1108,"status":805,"read_at":806,"created_at":1109},755,"💰 360contentOPS — spadek ceny","360contentOPS","https:\u002F\u002Fdealify.com\u002Fproducts\u002F360contentops","2026-09-24T04:15:03.650Z",{"id":1111,"type":1112,"title":1113,"body":1114,"tool_name":812,"z2u_price":1115,"z2u_url":814,"status":805,"read_at":806,"created_at":1116},754,"new_tool_found","🆕 Vora — €65.95 (-90%)","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €65.95 (regular: €657.95) | Rabat: 90%",65.95,"2026-09-23T04:15:26.007Z",{"id":1118,"type":799,"title":1119,"body":1120,"tool_name":1121,"z2u_price":1122,"z2u_url":1123,"status":805,"read_at":806,"created_at":1124},753,"💰 Poko Motion — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €110.95 (regular: €1103.95) | Rabat: 90%","Poko Motion",110.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpoko-motion","2026-09-23T04:15:25.471Z",{"id":1126,"type":799,"title":1127,"body":1128,"tool_name":1129,"z2u_price":1130,"z2u_url":1131,"status":805,"read_at":806,"created_at":1132},752,"💰 LinkFinder AI — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €88.95 (regular: €880.95) | Rabat: 90%","LinkFinder AI",88.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Flinkfinder-ai","2026-09-23T04:15:25.034Z",{"id":1134,"type":799,"title":845,"body":1135,"tool_name":847,"z2u_price":1136,"z2u_url":849,"status":805,"read_at":806,"created_at":1137},751,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €221.95 (regular: €556.95) | Rabat: 60%",221.95,"2026-09-23T04:15:24.900Z",{"id":1139,"type":799,"title":1140,"body":1141,"tool_name":1142,"z2u_price":1122,"z2u_url":1143,"status":805,"read_at":806,"created_at":1144},750,"💰 HelloFeed — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €110.95 (regular: €2621.95) | Rabat: 96%","HelloFeed","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fhellofeed","2026-09-23T04:15:24.761Z",{"id":1146,"type":799,"title":1147,"body":1148,"tool_name":1149,"z2u_price":1122,"z2u_url":1150,"status":805,"read_at":806,"created_at":1151},749,"💰 Formly — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €110.95 (regular: €1616.95) | Rabat: 93%","Formly","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fformly","2026-09-23T04:15:24.475Z",{"id":1153,"type":799,"title":1154,"body":1128,"tool_name":1155,"z2u_price":1130,"z2u_url":1156,"status":805,"read_at":806,"created_at":1157},748,"💰 CopyMail Studio — spadek ceny","CopyMail Studio","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcopymail","2026-09-23T04:15:24.237Z",{"id":1159,"type":799,"title":1160,"body":1161,"tool_name":1162,"z2u_price":1163,"z2u_url":1164,"status":805,"read_at":806,"created_at":1165},747,"💰 Contact Concert — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €99.95 (regular: €992.95) | Rabat: 90%","Contact Concert",99.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcontact-concert","2026-09-23T04:15:24.096Z",{"id":1167,"type":799,"title":1168,"body":1169,"tool_name":1170,"z2u_price":1130,"z2u_url":1171,"status":805,"read_at":806,"created_at":1172},746,"💰 Auto Affiliate Links — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €88.95 (regular: €556.95) | Rabat: 84%","Auto Affiliate Links","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fauto-affiliate-links","2026-09-23T04:15:23.960Z",{"id":1174,"type":799,"title":1175,"body":1176,"tool_name":1177,"z2u_price":1122,"z2u_url":1178,"status":805,"read_at":806,"created_at":1179},745,"💰 7stamp — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €110.95 (regular: €546.95) | Rabat: 80%","7stamp","https:\u002F\u002Fdealify.com\u002Fproducts\u002F7stamp","2026-09-23T04:15:23.827Z",{"id":1181,"type":799,"title":1182,"body":1183,"tool_name":1184,"z2u_price":1122,"z2u_url":1185,"status":805,"read_at":806,"created_at":1186},744,"💰 Syncaut — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €110.95 (regular: €1103.95) | Rabat: 90%","Syncaut","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsyncaut","2026-09-23T04:15:22.377Z",{"id":1188,"type":799,"title":1189,"body":1190,"tool_name":1191,"z2u_price":1130,"z2u_url":1192,"status":805,"read_at":806,"created_at":1193},743,"💰 ImageConvertIt — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €88.95 (regular: €277.95) | Rabat: 68%","ImageConvertIt","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fimageconvertit","2026-09-23T04:15:22.139Z",{"id":1195,"type":799,"title":1196,"body":1197,"tool_name":1198,"z2u_price":1199,"z2u_url":1200,"status":805,"read_at":806,"created_at":1201},742,"💰 FileLu — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €166.95 (regular: €390.95) | Rabat: 57%","FileLu",166.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Ffilelu","2026-09-23T04:15:20.531Z",{"id":1203,"type":799,"title":1204,"body":1205,"tool_name":1206,"z2u_price":1130,"z2u_url":1207,"status":805,"read_at":806,"created_at":1208},741,"💰 AdCaddy — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €88.95 (regular: €222.95) | Rabat: 60%","AdCaddy","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fadcaddy","2026-09-23T04:15:18.600Z",{"id":1210,"type":799,"title":1211,"body":1212,"tool_name":1213,"z2u_price":1130,"z2u_url":1214,"status":805,"read_at":806,"created_at":1215},740,"💰 Xyncbox — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €88.95 (regular: €454.95) | Rabat: 80%","Xyncbox","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fxyncbox","2026-09-23T04:15:17.304Z",{"id":1217,"type":799,"title":1218,"body":1219,"tool_name":1220,"z2u_price":1122,"z2u_url":1221,"status":805,"read_at":806,"created_at":1222},739,"💰 Upskillist — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €110.95 (regular: €445.95) | Rabat: 75%","Upskillist","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fupskillist","2026-09-23T04:15:16.868Z",{"id":1224,"type":799,"title":1225,"body":1226,"tool_name":1227,"z2u_price":1163,"z2u_url":1228,"status":805,"read_at":806,"created_at":1229},738,"💰 Sheetany — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €99.95 (regular: €387.95) | Rabat: 74%","Sheetany","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsheetany","2026-09-23T04:15:16.328Z",{"id":1231,"type":799,"title":1232,"body":1233,"tool_name":1234,"z2u_price":1122,"z2u_url":1235,"status":805,"read_at":806,"created_at":1236},737,"💰 ResumeFromSpace — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €110.95 (regular: €267.95) | Rabat: 59%","ResumeFromSpace","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fresumefromspace","2026-09-23T04:15:16.189Z",{"id":1238,"type":799,"title":1239,"body":1240,"tool_name":1241,"z2u_price":1242,"z2u_url":1243,"status":805,"read_at":806,"created_at":1244},736,"💰 PDF Expert — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €89.95 (regular: €156.95) | Rabat: 43%","PDF Expert",89.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpdf-expert","2026-09-23T04:15:15.852Z",{"id":1246,"type":799,"title":982,"body":1247,"tool_name":984,"z2u_price":1248,"z2u_url":986,"status":805,"read_at":806,"created_at":1249},735,"Platforma: Dealify | Kategoria: Productivity | Cena: €199.95 (regular: €444.95) | Rabat: 55%",199.95,"2026-09-23T04:15:15.315Z",{"id":1251,"type":799,"title":990,"body":1252,"tool_name":992,"z2u_price":1253,"z2u_url":994,"status":805,"read_at":806,"created_at":1254},734,"Platforma: Dealify | Kategoria: Productivity | Cena: €277.95 (regular: €1939.95) | Rabat: 86%",277.95,"2026-09-23T04:15:15.177Z",{"id":1256,"type":799,"title":1257,"body":1258,"tool_name":1259,"z2u_price":1122,"z2u_url":1260,"status":805,"read_at":806,"created_at":1261},733,"💰 boundrees — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €110.95 (regular: €601.95) | Rabat: 82%","boundrees","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fboundrees","2026-09-23T04:15:14.939Z",{"id":1263,"type":799,"title":1264,"body":1265,"tool_name":1266,"z2u_price":1130,"z2u_url":1267,"status":805,"read_at":806,"created_at":1268},732,"💰 Backlsh — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €88.95 (regular: €221.95) | Rabat: 60%","Backlsh","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbacklsh","2026-09-23T04:15:14.808Z",{"id":1270,"type":799,"title":1271,"body":1272,"tool_name":1273,"z2u_price":1274,"z2u_url":1275,"status":805,"read_at":806,"created_at":1276},731,"💰 4K Bundle — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €58.95 (regular: €78.95) | Rabat: 25%","4K Bundle",58.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002F4k-bundle","2026-09-23T04:15:14.565Z",{"id":1278,"type":799,"title":1279,"body":1280,"tool_name":1281,"z2u_price":1130,"z2u_url":1282,"status":805,"read_at":806,"created_at":1283},730,"💰 OmniSignal MCP — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €88.95 (regular: €390.95) | Rabat: 77%","OmniSignal MCP","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fomnisignal-mcp","2026-09-23T04:15:13.216Z",{"id":1285,"type":799,"title":1286,"body":1287,"tool_name":1288,"z2u_price":1199,"z2u_url":1289,"status":805,"read_at":806,"created_at":1290},729,"💰 Mailgent — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €166.95 (regular: €546.95) | Rabat: 69%","Mailgent","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmailgent","2026-09-23T04:15:13.061Z",{"id":1292,"type":799,"title":1293,"body":1294,"tool_name":1295,"z2u_price":1296,"z2u_url":1297,"status":805,"read_at":806,"created_at":1298},728,"💰 Vital Tech Results Bundle — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €167.95 (regular: €601.95) | Rabat: 72%","Vital Tech Results Bundle",167.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvital-tech-results-bundle","2026-09-23T04:15:12.903Z",{"id":1300,"type":799,"title":1301,"body":1302,"tool_name":1303,"z2u_price":1199,"z2u_url":1304,"status":805,"read_at":806,"created_at":1305},727,"💰 Video Service Desk — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €166.95 (regular: €3327.95) | Rabat: 95%","Video Service Desk","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvideo-service-desk","2026-09-23T04:15:12.755Z",{"id":1307,"type":799,"title":1308,"body":1309,"tool_name":1310,"z2u_price":1122,"z2u_url":1311,"status":805,"read_at":806,"created_at":1312},726,"💰 ZenCall — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €110.95 (regular: €166.95) | Rabat: 34%","ZenCall","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fzencall","2026-09-23T04:15:12.113Z",{"id":1314,"type":799,"title":1034,"body":1315,"tool_name":1036,"z2u_price":1316,"z2u_url":1038,"status":805,"read_at":806,"created_at":1317},725,"Platforma: Dealify | Kategoria: Business | Cena: €331.95 (regular: €3310.95) | Rabat: 90%",331.95,"2026-09-23T04:15:11.975Z",{"id":1319,"type":799,"title":1320,"body":1321,"tool_name":1322,"z2u_price":1130,"z2u_url":1323,"status":805,"read_at":806,"created_at":1324},724,"💰 MyCoachingSoftware — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €88.95 (regular: €880.95) | Rabat: 90%","MyCoachingSoftware","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmycoachingsoftware","2026-09-23T04:15:11.841Z",{"id":1326,"type":799,"title":1049,"body":1327,"tool_name":1051,"z2u_price":1328,"z2u_url":1053,"status":805,"read_at":806,"created_at":1329},723,"Platforma: Dealify | Kategoria: Business | Cena: €188.95 (regular: €1883.95) | Rabat: 90%",188.95,"2026-09-23T04:15:11.604Z",{"id":1331,"type":799,"title":1332,"body":1333,"tool_name":1334,"z2u_price":1163,"z2u_url":1335,"status":805,"read_at":806,"created_at":1336},722,"💰 ZuckerBot — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €99.95 (regular: €992.95) | Rabat: 90%","ZuckerBot","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fzuckerbot","2026-09-23T04:15:10.289Z",{"id":1338,"type":799,"title":1339,"body":1340,"tool_name":1341,"z2u_price":1199,"z2u_url":1342,"status":805,"read_at":806,"created_at":1343},721,"💰 Structa — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €166.95 (regular: €333.95) | Rabat: 50%","Structa","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fstructa","2026-09-23T04:15:08.530Z",{"id":1345,"type":799,"title":1346,"body":1347,"tool_name":1348,"z2u_price":1199,"z2u_url":1349,"status":805,"read_at":806,"created_at":1350},720,"💰 N8Nitro — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €166.95 (regular: €1337.95) | Rabat: 88%","N8Nitro","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fn8nitro","2026-09-23T04:15:08.275Z",{"id":1352,"type":799,"title":1353,"body":1354,"tool_name":1355,"z2u_price":1136,"z2u_url":1356,"status":805,"read_at":806,"created_at":1357},719,"💰 devActivity — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €221.95 (regular: €1103.95) | Rabat: 80%","devActivity","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fdevactivity","2026-09-23T04:15:07.826Z",{"id":1359,"type":799,"title":1360,"body":1361,"tool_name":1362,"z2u_price":1122,"z2u_url":1363,"status":805,"read_at":806,"created_at":1364},718,"💰 SeoReportMaster — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €110.95 (regular: €1103.95) | Rabat: 90%","SeoReportMaster","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fseoreportmaster","2026-09-23T04:15:06.392Z",{"id":1366,"type":799,"title":1367,"body":1368,"tool_name":1369,"z2u_price":1130,"z2u_url":1370,"status":805,"read_at":806,"created_at":1371},717,"💰 KPIKIT — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €88.95 (regular: €880.95) | Rabat: 90%","KPIKIT","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fkpikit","2026-09-23T04:15:05.951Z",{"id":1373,"type":799,"title":1374,"body":1361,"tool_name":1375,"z2u_price":1122,"z2u_url":1376,"status":805,"read_at":806,"created_at":1377},716,"💰 BacklinkScan — spadek ceny","BacklinkScan","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbacklinkscan","2026-09-23T04:15:05.712Z",{"id":1379,"type":799,"title":1380,"body":1381,"tool_name":1382,"z2u_price":1383,"z2u_url":1384,"status":805,"read_at":806,"created_at":1385},715,"💰 Copyseeker — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €150.95 (regular: €501.95) | Rabat: 70%","Copyseeker",150.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcopyseeker","2026-09-23T04:15:04.111Z",{"id":1387,"type":799,"title":1388,"body":1389,"tool_name":1390,"z2u_price":1391,"z2u_url":1392,"status":805,"read_at":806,"created_at":1393},714,"💰 Reporposely — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €119.95 (regular: €154.95) | Rabat: 23%","Reporposely",119.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Freporposely","2026-09-23T04:15:03.855Z",{"id":1395,"type":799,"title":1396,"body":1397,"tool_name":1398,"z2u_price":1130,"z2u_url":1399,"status":805,"read_at":806,"created_at":1400},713,"💰 OneAir AI — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €88.95 (regular: €880.95) | Rabat: 90%","OneAir AI","https:\u002F\u002Fdealify.com\u002Fproducts\u002Foneair","2026-09-23T04:15:03.578Z",{"id":1402,"type":799,"title":1403,"body":1404,"tool_name":1405,"z2u_price":1130,"z2u_url":1406,"status":805,"read_at":806,"created_at":1407},712,"💰 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