Harpa ai - Harpa Ai is a browser extension that uses hybrid AI to automate various online tasks, such as email management, SEO articles, and competitor monitoring. It integrates with …

 
 HARPA is a freemium app that combines AI and automation to serve as your virtual assistant and digital workforce. It automates tasks like copywriting, web surfing, data extraction, and more. HARPA can read and understand web page content, navigate websites, and extract data. It can also run tasks through large language models and integrate with ... . Vpn mobile

HARPA AI обменивается вашими подсказками и содержимым веб-страниц с OpenAI. Обмен данными осуществляется только о ваших действиях, т. е. когда вы явно запрашиваете ИИ в расширении. Open HARPA AI on any website by clicking the HARPA AI icon in the top right corner or by pressing Alt+A (on Windows) or ^+A (on Mac). Type the / symbol in the HARPA AI chat and click Import button at the top: Drag & drop the command files into the opened window and click the big Import button to upload them to HARPA. Artificial Intelligence (AI) is undoubtedly one of the most exciting and rapidly evolving fields in today’s technology landscape. From self-driving cars to voice assistants, AI has...HARPA AI is a customizable Chrome extension and AI-powered ChatGPT Assistant that automates tasks on the web, saving you time and money. It provides AI answers to search queries, summarizes web pages, extracts data, tracks prices and stock availability, monitors articles and competitor sites, and more. HARPA AI utilizes a hybrid AI engine built ...HARPA.AI integrates page-aware ChatGPT commands into your web browser and lets you generate any type of text content, from Twitter tweets to YouTube video scripts and Amazon descriptions. Here is the full list of AI commands for copywriting: Article creator. HARPA AI's AI for YouTube can create up to 30 relevant hashtags for your content, ensuring it reaches a broader audience and garners the attention it deserves. Transforming Videos into Text Content . Repurposing video content into written form is a strategic move. Harpa Ai is a browser extension that uses hybrid AI to automate various online tasks, such as email management, SEO articles, and competitor monitoring. It integrates with …Welcome to HARPA AI. HARPA.AI Website located at https://harpa.ai, HARPA Browser Extensions and HARPA Web Browser (hereinafter altogether referred to as “Service”), are operated by HARPA AI TECHNOLOGIES LLC (“us”, “we”, or “our”), registered at Vesirattaantie 4, B8, Espoo, Finland, 02740.Installing the HARPA.AI Chrome Extension: Install the free HARPA.AI Chrome Plugin from the Chrome Web Store in a few clicks. Using HARPA AI ChatGPT commands: When HARPA is installed, navigate to the Instagram website and press Alt+A on your keyboard or click the plugin icon in the Chrome Toolbar. HARPA will launch.HARPA AI is a Google Chrome extension that brings powerful AI capabilities directly into your web browser. It serves as a virtual assistant to help automate workflows, extract data, monitor websites, write content, and more. With HARPA, you can chat with any website, PDF document, or YouTube video to get summaries and key information instantly.Features. Best-in-Class AI Assistant: HARPA simplifies tasks like summarizing/replying to emails, rephrasing, translating, and data scanning directly in your browser.; YouTube Summarizer: Quickly extract key points from lengthy videos with HARPA's summarization feature, saving you precious time.; Web-Aware Commands: Leverage over 100 commands designed to interact …Sign In / Create Account. Chrome extension for AI-powered web automation: ChatGPT for Google Search, ChatGPT writer, summarize, rewrite, extract and monitor web pages, …Harpa AI is a game-changer for ESL teachers looking to simplify and enhance their teaching materials. By automating tasks like vocabulary extraction and quiz creation, it frees up time and ...Use EXTRACT step to retrieve information from web elements on the page. The data you retrieve could be anything: from the number of followers on Instagram account, to social media post message, product price or an article outline. The data is stored in the parameter you specify, { {param}} by default. If no element matching selector found, a ...May 20, 2023 · Hapra AI can provide a solid range of data points for keyword research to reduce your time with its built-in SEO keyword prompts. You can utilize these prompts to analyze your competition as well. 1. Extract and research SEO keywords. Click on the "Extract and research SEO keywords" prompt. Robots and artificial intelligence (AI) are getting faster and smarter than ever before. Even better, they make everyday life easier for humans. Machines have already taken over ma...ChatGPT & 2023 AI Revolution in Digital Marketing. Discover how marketers are leveraging OpenAIs artificial intelligence, with 75.7% already harnessing the power of GPT-4 in their strategies. HARPA Blog posts.Hey u/imYASHw, if your post is a ChatGPT conversation screenshot, please reply with the conversation link or prompt. Thanks! We have a public discord server.There's a free Chatgpt bot, Open Assistant bot (Open-source model), AI image generator bot, Perplexity AI bot, 🤖 GPT-4 bot (Now with Visual capabilities (cloud vision)!) and channel for latest prompts!HARPA AI is the #1 AI automation agent for Google Chrome, trusted by over 160,000 professionals. Its powerful features and extensive capabilities make it a high-quality product. The plugin utilizes a hybrid AI engine, integrated with OpenAI GPT-3 and GPT-4 API, ChatGPT, Claude2, and Google Bard, ensuring efficient and reliable AI assistance.HARPA AI is an AI agent in the form of a Chrome extension. With HARPA, you’re able to integrate ChatGPT to Google Search, automate websites, write text, track product prices, and much more. HARPA also offers page-aware GPT prompts for various fields such as Marketing, SEO, Copywriting, HR, and Engineering. ...HARPA AI is a Google Chrome extension that helps you automate tasks, extract data, write content, and chat with webpages using powerful AI models. It offers …Apr 12, 2023 · What sets HARPA AI apart from other AI products like Bing AI for Edge is its emphasis on automation and personalization. With HARPA AI web chatgpt extension, one can get automatic notifications ... Apr 12, 2023 · What sets HARPA AI apart from other AI products like Bing AI for Edge is its emphasis on automation and personalization. With HARPA AI web chatgpt extension, one can get automatic notifications ... Chrome extension for AI-powered web automation: ChatGPT for Google Search, ChatGPT writer, summarize, rewrite, extract and monitor web pages, prices and data. HARPA AI is a free tool that combines GPT with web automation to help you write, search, summarize, monitor and automate various tasks online. Learn how to use HARPA AI with …If it detects any errors, they will be highlighted in the text and described below. You can fix the errors right there in the editor until you receive the message 'Valid YAML'. Done! You can import the command back into HARPA and test it. Discover how to troubleshoot common HARPA AI and ChatGPT related errors.In recent years, there has been a remarkable advancement in the field of artificial intelligence (AI) programs. These sophisticated algorithms and systems have the potential to rev...With HARPA AI you can generate articles in different styles and frameworks. This allows you to further customize the type of content AI writes for your social media accounts, websites, and marketing channels. You can access a total of 18 writing styles, enrich your content and make it well-structured. Most of these frameworks are compatible ...Combined with GPT, CALC, NAVIGATE, GROUP and JUMP steps, HARPA AI's v. 7.0 features enable you to create practical AI Automations in your browser. In this blog post, we will build a custom automation that transforms a YouTube video into an article, enriches it with keywords, and then saves it to Notion.By integrating with other tools and platforms, users can create a more holistic and efficient AI-driven system. For businesses, this means better customer interactions, streamlined processes, and enhanced data analysis. # Common Causes. There are several reasons why ChatGPT plugins might not appear in your interface:Artificial Intelligence (AI) has revolutionized various industries, including image creation. With advancements in machine learning algorithms, it is now possible for anyone to cre...Hey u/imYASHw, if your post is a ChatGPT conversation screenshot, please reply with the conversation link or prompt. Thanks! We have a public discord server.There's a free Chatgpt bot, Open Assistant bot (Open-source model), AI image generator bot, Perplexity AI bot, 🤖 GPT-4 bot (Now with Visual capabilities (cloud vision)!) and channel for latest prompts!Installing the HARPA.AI Chrome Extension: Install the free HARPA.AI Chrome Plugin from the Chrome Web Store in a few clicks. Using HARPA AI ChatGPT commands: When HARPA is installed, navigate to the Instagram website and press Alt+A on your keyboard or click the plugin icon in the Chrome Toolbar. HARPA will launch.How to Quickly Reply to Emails with AI. Click the TL;DR command in Gmail or any other email client to get a brief email summary, improving signal to noise ratio in your inbox: Select any text on page, e.g. email content, and launch TL;DR command via the HARPA AI quick access bar. Or open HARPA AI and select summarize email from the quick access ... Nossa política de privacidade está disponível publicamente em: https://harpa.ai/privacy AVALIAR E COMPARTILHAR Se você gosta do HARPA ou o considera útil, ajude-nos divulgando-o ou clique no botão ⭐⭐⭐⭐⭐ e deixe uma resposta. O HARPA AI foi projetado e desenvolvido com amor na Finlândia 🇫🇮. Todos os direitos reservados. Hapra AI can provide a solid range of data points for keyword research to reduce your time with its built-in SEO keyword prompts. You can utilize these prompts to analyze your competition as well. 1. Extract and research SEO keywords. Click on the "Extract and research SEO keywords" prompt. If it detects any errors, they will be highlighted in the text and described below. You can fix the errors right there in the editor until you receive the message 'Valid YAML'. Done! You can import the command back into HARPA and test it. Discover how to troubleshoot common HARPA AI and ChatGPT related errors. You can use REQUEST to send data to a Webhook, call remote API or fetch a web page HTML content. REQUEST step performs an HTTP GET / POST request to the specified URL under the hood. Typically it is used to send data to Zapier or Make.com to trigger an IFTTT chain, but it can also send data to Discord or Telegram bot, or your API system. 13 reviews. Amazing but slow. Helpful. Jul 24, 2023. Show 6 more. HARPA AI was rated 4.56 out of 5 based on 16 reviews from actual users. Find helpful reviews and comments, and compare the pros and cons of HARPA AI. Learn more here. 🧬 GPT-powered AI Automation Agent for your Browser HARPA is your private AI copilot for web browsing & automation. It integrates ChatGPT, GPT-3 / GPT-4, ClaudeAI, web monitoring and automation to any tab. 💬 Call HARPA on any website with [Alt+A] and ask it anything: 🧠 AI-assisted search and web browsing HARPA brings page-aware AI chat to any website. HARPA AI is an innovative Chrome Extension and NoCode Robotic Process Automation (RPA) platform that aims to streamline web tasks in a bid to save both time and money. It boasts a Hybrid AI engine that is built upon ChatGPT and Machine Learning, allowing users to execute a range of tasks; including AI search answers, web page summarization ...Page-Aware AI Commands. HARPA AI offers over 100 commands designed to help you streamline your work and get more done in less time. It has ChatGPT prompts for LinkedIn, Instagram, YouTube, TikTok, Amazon, Quora, StackOverflow, and a host of other web services. With commands ranging from marketing and SEO to learning and productivity, HARPA AI ... Chrome extension for AI-powered web automation: ChatGPT for Google Search, ChatGPT writer, summarize, rewrite, extract and monitor web pages, prices and data. HARPA AI is a Chrome Extension and AI-powered NoCode RPA platform that saves time and money by automating tasks on the web for you. It provides AI answers to search queries, summarizes web pages, extracts structural data, tracks product prices and stock availability, monitors articles and legislations, detects changes in competitor sites and more.HARPA AI is a freemium app that lets you chat with AI agents and automate web tasks. Compare plans and features, get Megatokens for advanced AI commands and Cloud … 13 reviews. Amazing but slow. Helpful. Jul 24, 2023. Show 6 more. HARPA AI was rated 4.56 out of 5 based on 16 reviews from actual users. Find helpful reviews and comments, and compare the pros and cons of HARPA AI. Learn more here. Command parameters. Whenever you send a question (prompt) in chat, HARPA injects parameters into the prompt text. For example, if you type Please summarize this web page: { {page}} in chat, HARPA will extract text from the web page and inject it into the GPT prompt. There are many predefined parameters you can use in your prompts: How to Connect HARPA to SerpApi. Open HARPA AI by clicking its icon in the top right corner or pressing Alt+A (on Windows) and ^+A (on Mac). Type / in chat. Click the CREATE option at the top. Add the ASK step that will request the user’s query to save it in a parameter (e.g., ' { {query}} '). Add the REQUEST step that will GET a response via ... Open HARPA AI on any website by clicking the HARPA AI icon in the top right corner or by pressing Alt+A (on Windows) or ^+A (on Mac). Type the / symbol in the HARPA AI chat and select a command to export. Click Export button at the top. Let HARPA download files to your system: Great! The command has been exported in a yaml format, and you can ...Artificial Intelligence (AI) has become an integral part of various industries, from healthcare to finance and beyond. As a beginner in the world of AI, you may find it overwhelmin...Here‘s where Harpa AI really ups its game: the 100+ specialized prompts designed for popular platforms take the AI capabilities to the next level. Whether it‘s summarizing the key points from a 10-minute Youtube tutorial or drafting an engaging LinkedIn post for your target audience, Harpa AI has pre-built prompts so you don‘t have to ...When you opt for the GPT-3.5 or GPT-4 connection, your first request or command in the HARPA AI chat will automatically lead you to the ChatGPT login page. After this initial step, you'll seldom need to log in again. HARPA AI offers support for both free OpenAI accounts and the OpenAI Plus version (ChatGPT Plus), featuring GPT-3.5 and GPT-4 models.Artificial Intelligence (AI) is undoubtedly one of the most exciting and rapidly evolving fields in today’s technology landscape. From self-driving cars to voice assistants, AI has...HARPA.AI integrates page-aware ChatGPT commands into your web browser: Get information instantly with ChatGPT on Google Search. Summarize web pages. Find alternatives. Extract data.Hey u/imYASHw, if your post is a ChatGPT conversation screenshot, please reply with the conversation link or prompt. Thanks! We have a public discord server.There's a free Chatgpt bot, Open Assistant bot (Open-source model), AI image generator bot, Perplexity AI bot, 🤖 GPT-4 bot (Now with Visual capabilities (cloud vision)!) and channel for latest prompts!HARPA.AI integrates page-aware ChatGPT commands into your web browser: Warm up before job interview. Assess your qualifications for specific job. Chat with a GPT-HR-specialist, identify your strengths and weaknesses. Take a quick aptitude test to measure suitability. Craft 3 compelling DMs to recruiters on LinkedIn.Installing the HARPA.AI Chrome Extension: Install the free HARPA.AI Chrome Plugin from the Chrome Web Store in a few clicks. Using HARPA AI ChatGPT commands: When HARPA is installed, navigate to the Pinterest website and press Alt+A on your keyboard or click the plugin icon in the Chrome Toolbar. HARPA will launch.Balancing Ethical Implications with AI Alignment. Claude transcends traditional methods by adopting an AI-driven self-alignment. In addition to being guided by a predetermined "Constitution," Claude is underpinned by 10 secret foundational pillars of fairness. This makes the AI less prone to factual hallucinations than its competition (Engadget).Installing the HARPA.AI Chrome Extension: Install the free HARPA.AI Chrome Plugin from the Chrome Web Store in a few clicks. Using HARPA AI ChatGPT commands: When HARPA is installed, navigate to the Facebook website and press Alt+A on your keyboard or click the plugin icon in the Chrome Toolbar. HARPA will launch. HARPA AI is a Chrome Extension and NoCode RPA platform that automates web tasks to save time and money. It uses a hybrid AI engine built on ChatGPT and Machine Learning to perform tasks such as providing AI answers to search queries, summarizing web pages, extracting data, tracking product prices and stock availability, monitoring articles and legislation, and detecting changes in competitor ... HARPA AI is a Chrome extension that combines ChatGPT with Web Automation, allowing you to automate copywriting, web surfing, data extraction, and monitoring tasks. Altered. VS. Harpa AI.HARPA AI je rozšíření pro Chrome a platforma bez kódu RPA poháněná umělou inteligencí, která šetří čas a peníze tím, že pro vás automatizuje úkoly na webu. Poskytuje AI odpovědi na hledané dotazy, shrnuje webové stránky, extrahuje strukturální data, sleduje ceny produktů a dostupnost skladů, monitoruje články a ...What is Harpa AI? HARPA AI is a Google Chrome extension that uses the power of AI to automate tasks like copywriting, web surfing, data extraction, and web monitoring. It’s a powerful tool that can help you save time and improve productivity. This AI tool harnesses the hybrid AI-engine power of GPT (including ChatGPT, Bard, Claude) through a single extension.In recent years, there has been a remarkable advancement in the field of artificial intelligence (AI) programs. These sophisticated algorithms and systems have the potential to rev...Chrome extension for AI-powered web automation: ChatGPT for Google Search, ChatGPT writer, summarize, rewrite, extract and monitor web pages, prices and data.# How to summarize web pages or PDFs · Open HARPA AI on any website by clicking the HARPA AI icon in the top right corner or by pressing Alt+A (on Windows) or ^ ... HARPA can read, understand and act upon web page content. It can navigate, click and extract data from web pages, run it through Large Language Models, paste back to websites or trigger IFTTT chains such as Zapier and Integromat. HARPA is the ultimate copilot and AI Agent for your web browsing and automation tasks. Artificial Intelligence (AI) is revolutionizing industries and transforming the way we live and work. From self-driving cars to personalized recommendations, AI is becoming increas...Clicking ' DONE' will terminate the entire command if no text manipulation is required. Clicking '🛠️ CUSTOM TRANSLATE' activates a step group. First, the user enters a custom language; then the text is translated into that language. After completing the task, the STOP step is triggered, terminating the command's execution. label: ask-for ...The way web is automated. HARPA is AI-powered no-code RPA platform for web search, content generation, summarization, data extraction, price tracking, competitor monitoring and web automation ...In today’s digital age, businesses are constantly seeking ways to improve customer service and enhance the user experience. One solution that has gained significant popularity is t...HARPA AI is a Google Chrome add-on that lets you integrate multiple GPT AI models into your web browser. You can ask complex questions regarding the content of a website or use it to summarize text, create content from video blogs, and more. The tool also replies to emails or social media posts on your behalf by mimicking your writing style.Artificial Intelligence (AI) in office apps is still new. Here's more on how it can help you today and what you need to know about its future. * Required Field Your Name: * Your E-...You don’t want to miss this lucrative megatrend. Artificial intelligence (also known as AI) has dominated headlines recently, and it seems that everyone and their brother is trying... HARPA AI's AI for YouTube can create up to 30 relevant hashtags for your content, ensuring it reaches a broader audience and garners the attention it deserves. Transforming Videos into Text Content . Repurposing video content into written form is a strategic move. 🧬 GPT-powered AI Automation Agent for your Browser HARPA is your private AI copilot for web browsing & automation. It integrates ChatGPT, GPT-3 / GPT-4, ClaudeAI, web monitoring and automation to any tab. 💬 Call HARPA on any website with [Alt+A] and ask it anything: 🧠 AI-assisted search and web browsing HARPA brings page-aware AI chat to any website. May 26, 2023 · HARPA AI es una extensión de Chrome personalizable y un asistente ChatGPT basado en IA que ahorra tiempo y dinero automatizando tareas en la web. Proporciona respuestas de IA a consultas de búsqueda, resume páginas web, extrae datos estructurales, rastrea precios de productos y disponibilidad de existencias, supervisa artículos y ... HARPA AI обменивается вашими подсказками и содержимым веб-страниц с OpenAI. Обмен данными осуществляется только о ваших действиях, т. е. когда вы явно запрашиваете ИИ в расширении. 5 May 2023 ... Welcome to a brand new episode where we explore the future of content creation. In this video, we discover how to generate a whopping 4000+ ...AI will make many companies' businesses much more effective and profitable, so the best AI stocks are very attractive. AI will greatly improve the financial results of many compani...HARPA AI is no ordinary tool; it's a hybrid marvel that merges the intelligence of ChatGPT with the automation capabilities of a copilot. This dynamic duo empowers you to embark on a transformative journey, automating tasks that span from copywriting and summarization to data extraction and real-time monitoring. HARPA AI's adaptive prowess ...HARPA AI. Jan 2022 - Present 2 years 3 months. Helsinki, Uusimaa, Finland. The way web is automated. HARPA is AI-powered no-code RPA tool for AI-assisted web browsing, price monitoring, structured data extraction, workflow automation and web competitor intelligence.Sep 13, 2023 · Harpa AI is a browser extension for Chrome and Brave that allows you to automate tasks by creating reusable AI commands that are available at the click of a button, taking your ESL lesson planning and materials creation to the next level. These tasks can be anything that ChatGPT can do, such as replying to an email, writing a blog post ...

Additional Information. HARPA AI là một tiện ích mở rộng Chrome và nền tảng RPA NoCode được trang bị trí tuệ nhân tạo giúp người dùng tiết kiệm thời gian và tiền bạc bằng cách tự động hóa các tác vụ trên web. Nó cung cấp các câu trả lời AI cho các truy vấn tìm kiếm, tóm ... . Showbox movies and shows

harpa ai

4 Jul 2023 ... midjourney #midjourneyprompts #harpa Did you know that HARPA AI has a Midjourney Prompt Generator that can engineer five different prompts ...HARPA AI is described as 'Is your ultimate online shopping and web automation assistant. It saves time and money by monitoring web pages for you, and is used to detect product price drops, in-stock alerts and sales, changes in competitor websites, monitors articles, websites availability' and is an app in the ai tools & services category.Harpa.ai is a Google Chrome extension that combines ChatGPT with Web Automation to provide a range of powerful features for web browsing and automation tasks. It allows users to integrate ChatGPT with Google Search, automate websites, write text for emails, tweets, and SEO articles. It serves as an AI Agent for Chrome, offering assistance in various areas such as marketing, …HARPA.AI integrates page-aware ChatGPT commands into your web browser and lets you generate any type of text content, from Twitter tweets to YouTube video scripts and Amazon descriptions. Here is the full list of AI commands for copywriting: Article creator.One way to utilize Harpa is through the «Outrank SEO Article» prompt. This feature enables you to create articles that outperform your competitors by delivering ...Here are the steps to follow: Visit chrome://extensions/ link in your browser. Turn on Developer Mode switch in the top right corner. Locate HARPA AI, and turn it OFF. Drag and drop the ZIP file you downloaded from this page to the chrome://extensions/ page. The Beta Build will be installed.How to Quickly Reply to Emails with AI. Click the TL;DR command in Gmail or any other email client to get a brief email summary, improving signal to noise ratio in your inbox: Select any text on page, e.g. email content, and launch TL;DR command via the HARPA AI quick access bar. Or open HARPA AI and select summarize email from the quick access ...Clicking ' DONE' will terminate the entire command if no text manipulation is required. Clicking '🛠️ CUSTOM TRANSLATE' activates a step group. First, the user enters a custom language; then the text is translated into that language. After completing the task, the STOP step is triggered, terminating the command's execution. label: ask-for ...HARPA AI is a versatile tool that caters to a broad spectrum of users. Whether you are a marketer, blogger, student, researcher, entrepreneur, or just a curious web surfer, HARPA AI can help you with your web tasks. It’s especially useful for those who want to leverage the power of AI to create, analyze, and automate web content efficiently.HARPA AI is a tool that combines ChatGPT and web automation to help you navigate and interact with the digital landscape. It offers features such as AI-assisted search, price … Open HARPA AI on any website by clicking the HARPA AI icon in the top right corner or by pressing Alt+A (on Windows) or ^+A (on Mac). Type the / symbol in the HARPA AI chat and click Import button at the top: Drag & drop the command files into the opened window and click the big Import button to upload them to HARPA. I'm HARPA AI, a hybrid Artificial Intelligence, designed to integrate ChatGPT, Web Monitoring & Automation to your browser. You can get me from https://harpa.ai to generate ChatGPT responses ...HARPA AI tauscht Ihre Eingabeaufforderungen und Webseiteninhalte mit OpenAI aus. Es werden nur Daten über Ihre Aktionen ausgetauscht, d.h. wenn Sie die KI in der Erweiterung explizit abfragen. ℹ️ Anonymisierte Nutzungsstatistiken der Erweiterung Wir verwenden Mixpanel, um eine Reihe von anonymisierten Metriken zur Nutzung von Funktionen zu ...How to Connect HARPA to SerpApi. Open HARPA AI by clicking its icon in the top right corner or pressing Alt+A (on Windows) and ^+A (on Mac). Type / in chat. Click the CREATE option at the top. Add the ASK step that will request the user’s query to save it in a parameter (e.g., ' { {query}} '). Add the REQUEST step that will GET a response via ...HARPA AI is a Chrome extension that combines ChatGPT with Web Automation, allowing you to automate copywriting, web surfing, data extraction, and monitoring tasks. Altered. VS. Harpa AI.Artificial Intelligence (AI) has become a buzzword in recent years, promising to revolutionize various industries. However, for small businesses with limited resources, implementin...HARPA AI and Bing AI have similar core features: AI-powered web search, page aware chat, text writer and web page summarization engine. However, Bing AI for Edge is tailored to providing advanced search engine experience, while HARPA AI exceeds the capabilities of a typical web AI chatbot extension or search assistant by leaning on ....

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