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	<title>Monsoona | Healthy Indian Restaurant &amp; Takeaway in Aberdeen</title>
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	<description>Best Healthy Indian Restaurant &#38; Takeaway in Aberdeen</description>
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		<title>Finest Times to Article on Social Media in 2023</title>
		<link>https://www.monsoona.co.uk/2023/10/06/finest-times-to-article-on-social-media-in-2023/</link>
					<comments>https://www.monsoona.co.uk/2023/10/06/finest-times-to-article-on-social-media-in-2023/#comments</comments>
		
		<dc:creator><![CDATA[Monsoona Healthy Indian Restaurant]]></dc:creator>
		<pubDate>Fri, 06 Oct 2023 06:20:43 +0000</pubDate>
				<category><![CDATA[1]]></category>
		<guid isPermaLink="false">http://www.monsoona.co.uk/?p=1584</guid>

					<description><![CDATA[The net never ever sleeps so the very best time to publish on social media sites feels like it&#8217;&#038; rsquo; s at every hour of the day.&#8217;We &#038; rsquo; re going to debunk this myth so your social group can prepare, focus on and also develop a successful social media sites advertising method. With virtually [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>The net never ever sleeps so the very best time to publish on social media sites feels like it&rsquo;&#038; rsquo; s at every hour of the day.&rsquo;We &#038; rsquo; re going to debunk this myth so your social group can prepare, focus on and also develop a successful social media sites advertising method.</p>
<p>With virtually 5 billion social media sites customers worldwide as well as across a number of platforms, social media presents numerous opportunities. Social media site has become a much more cross-functional and also joint channel in the last couple of years. Where it had when been utilized entirely for brand understanding, now there is an impact of social media on organization across a number of groups: client experience, sales, item advancement, content and advertising.</p>
<p>We functioned very closely with our data scientific research team to examine searchings for as well as patterns in social networks use over the past year from Sprout Social&rsquo;&#038; rsquo; s greater than 34,000 clients as well as comprehend when their material was most and least often engaged with, broken out by system as well as industry.</p>
<p>Use the information from this article to help inform your posting calendar. Nonetheless, the best method to find out exactly how to identify your ideal times to post around the world throughout each network is to begin a totally free test of Sprout Social and check our ViralPost&reg; &#038; reg; function with your accounts.</p>
<h2>Ideal Times to Post on Social Network General</h2>
<ul>
<li>Best times to post on social media:
<ul>
<li>Mondays from 10 a.m. to midday</li>
<li>Tuesdays from 9 a.m. to 2 p.m.</li>
<li>Wednesdays from 9 a.m. to 1 p.m.</li>
<li>Thursdays 9 a.m. to noon</li>
<li>Fridays from 9 to 11 a.m.</li>
</ul>
</li>
<li>Best days to publish on social media sites: Tuesdays as well as Wednesdays</li>
<li>Worst days to upload on social media: Sundays</li>
</ul>
<p>Each social system has its advantages relying on your objectives, material kind as well as target market. If you&rsquo;&#038; rsquo; re noticing your involvement isn&rsquo;&#038; rsquo; t where you desire it to be, take into consideration reviewing your social media KPIs. Certainly, understanding which days you obtain the most involvement assists you reach those objectives also.</p>
<p>While analyzing the data for every social network separately, we regularly notice that the highest possible times of interaction are Tuesdays, Wednesdays and Thursdays usually between 9 a.m. as well as noontime. Midweek mornings prove to be an effective time across the majority of social platforms, including Facebook, Instagram, Twitter as well as LinkedIn. Pinterest and TikTok see higher involvement in the afternoons.</p>
<p>There&rsquo;&#038; rsquo; s extra to uploading on social media sites than this fast stat though. Each network sees varying varieties of interaction throughout the week as well as at incredibly different times. And as soon as markets are factored in, interaction varies even more. So while Tuesdays via Thursdays between 9 a.m. and also noon are generally the very best times to publish on social, consider various other variables before you set up any kind of messages.</p>
<h2>Ideal Times to Article on Facebook</h2>
<ul>
<li>Best times to publish on Facebook:
<ul>
<li>Mondays from 8 a.m. to 1 p.m.</li>
<li>Tuesdays from 8 a.m. to 2 p.m.</li>
<li>Wednesdays from 8 a.m. to 1 p.m.</li>
<li>Thursdays from 8 a.m. to noontime</li>
</ul>
</li>
<li>Finest days to upload on Facebook: Mondays through Thursdays</li>
<li>Worst days to upload on Facebook: Sundays</li>
</ul>
<p>Don&rsquo;&#038; rsquo; t look distressed. Facebook is still the most pre-owned platform by marketing professionals worldwide at 90%, as well as it doesn&rsquo;&#038; rsquo; t appear to be going anywhere. We&rsquo;&#038; rsquo; ve seen an intriguing shift in a lot of involvement times matching general company hours versus really morning hours in recent times. What does this mean for online marketers?</p>
<p>Optimum send times for Facebook are Mondays through Thursdays starting at 8 a.m. up until very early afternoon, normally 1 p.m. The only &ldquo;&#038; ldquo; off &#038; rdquo; hrs for uploading on Facebook are really early hours on Fridays through Mondays, generally twelve o&#8217;clock at night till 4 a.m.</p>
<p>With a strong Facebook marketing approach, services can target the ideal target markets at the correct time with their material. Keep in mind, interaction additionally relates to just how frequently you post on social networks and also what you upload. Not all social web content equates well across every social networks platform. Publishing the appropriate content on the best platform makes a difference.</p>
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		<title>Using Generative AI to Unlock Probabilistic Products Andreessen Horowitz</title>
		<link>https://www.monsoona.co.uk/2023/07/20/using-generative-ai-to-unlock-probabilistic/</link>
					<comments>https://www.monsoona.co.uk/2023/07/20/using-generative-ai-to-unlock-probabilistic/#comments</comments>
		
		<dc:creator><![CDATA[Monsoona Healthy Indian Restaurant]]></dc:creator>
		<pubDate>Thu, 20 Jul 2023 08:43:13 +0000</pubDate>
				<category><![CDATA[Generative AI]]></category>
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					<description><![CDATA[Why AI Will Save the World Andreessen Horowitz The opportunity lies in enabling players to spend as much time as they want in player-crafted or IP universes they love, guided by an infinitely patient AI storyteller. Latitude’s AI Dungeon launched in 2019 as an open-ended, text-based adventure game where the AI plays the dungeon master. [&#8230;]]]></description>
										<content:encoded><![CDATA[<h1>Why AI Will Save the World Andreessen Horowitz</h1>
<p>The opportunity lies in enabling players to spend as much time as they want in player-crafted or IP universes they love, guided by an infinitely patient AI storyteller. Latitude’s AI Dungeon launched in 2019 as an open-ended, text-based adventure game where the AI plays the dungeon master. Users have also fine-tuned a version of OpenAI’s GPT-4 to play D&amp;D with promising results. The granddaddy of personalized storytelling in games is Dungeons &amp; Dragons, where one person, dubbed the dungeon master, prepares and narrates a story to a group of friends who each role-play characters in the story. The resulting narrative is part improv theater and part RPG, which means that each playthrough is unique.</p>
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" width="301px" alt="a16z generative ai"/></p>
<p>I recommend the chapter The Curse of Machinery in Henry Hazlitt’s Economics In One Lesson, and Frederic Bastiat’s satirical Candlemaker’s Petition to blot out the sun due to its unfair competition with the lighting industry, here modernized for our times. How it is allowed to operate is going to matter perhaps more than anything else has ever mattered. You should be aware of how a small and isolated coterie of partisan social engineers are trying to determine that right now, under cover of the age-old claim that they are protecting you. As it happens, I have had a front row seat to an analogous situation – the social media “trust and safety” wars. As is now obvious, social media services have been under massive pressure from governments and activists to ban, restrict, censor, and otherwise suppress a wide range of content for many years.</p>
<h2>TABLE OF CONTENTS</h2>
<p>Google DeepMind’s AlphaStar trained on a data set of “up to 200 years” of Starcraft II games to create agents that could play and beat human esports pros at the game. Working in tandem with procedural systems, generative models could significantly speed up asset creation. Artists are already using text-to-image diffusion models for AI-assisted concept art and storyboarding. Mainframe VFX lead Jussi Kemppainen describes in this blog how he built the world and characters for a 2.5D adventure game with the help of Midjourney and Adobe Firefly.</p>
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" width="306px" alt="a16z generative ai"/></p>
<p>The development and proliferation of AI – far from a risk that we should fear – is a moral obligation that we have to ourselves, to our children, and to our future. The dream of the perfect in-game AI “buddy” has been a memorable part of many popular game franchises – just look at Cortana from the Halo universe, Elle from The Last of Us, or Elizabeth in Bioshock Infinite. And for competitive games, beating up on computer bots never gets old – from frying aliens in Space Invaders to the comp stomp in Starcraft, eventually turned into its own game mode Co-op Commanders. Game publisher Ubisoft recently revealed Ghostwriter, a dialogue tool powered by LLMs. The publisher’s writers use the tool today to generate first drafts of background chatter and barks (dialogue snippets during triggered events) that help simulate a living world around the player. With fine-tuning, a tool like Ghostwriter could potentially be used for personalized barking.</p>
<h2>README.md</h2>
<p>So, it’s not yet obvious that selling end-user apps is the only, or even the best, path to building a sustainable generative AI business. Margins should improve as competition and efficiency in language models increases (more on this below). <a href="https://www.apollo.io/people/Yakov/Livshits/5c41d93c80f93e3e84823282">Yakov Livshits</a> And there’s a strong argument to be made that vertically integrated apps have an advantage in driving differentiation. But the generative AI boom has been accompanied by real gains in real markets, and real traction from real companies.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="304px" alt="a16z generative ai"/></p>
<p>In the first inning of generative AI products, some potential sources of defensibility may favor SaaS–era incumbents. For instance, companies that got to scale in the SaaS era can use AI to add a relatively thin natural language user interface on top of mature workflow capabilities.  In this case, incumbents can ship generative <a href="https://www.difc.ae/public-register/metadialog-software-limited/">Yakov Livshits</a> AI products that pack a punch right out of the gate, even if those capabilities aren’t actually new, but are just surfaced to users in a new way. Similarly, incumbents may have the edge when they can sell into legacy customer bases or position themselves around robust security or compliance reputations to win.</p>
<h2>Google Prepares to Launch ‘Gemini’ Generative AI to Challenge OpenAI’s ChatGPT</h2>
<p><b>Yakov Livshits</b><br />Founder of the DevEducation project<br />A prolific businessman and investor, and the founder of several large companies in Israel, the USA and the UAE, Yakov’s corporation comprises over 2,000 employees all over the world. He graduated from the University of Oxford in the UK and Technion in Israel, before moving on to study complex systems science at NECSI in the USA. Yakov has a Masters in Software Development.</p>
<p></p>
<p>Rather, they tend to steer toward the harder, grittier, more complex problems—or become services companies building bespoke solutions—because they have the people on hand to deal with those types of things. Likely as a result of AI largely being a complement to existing products from incumbents, it has not introduced many new use cases that have translated into new user behaviors across the broader consumer population. New user behaviors tend to underlie massive market shifts because they often start as fringe secular  movements the incumbents don’t understand, or don’t care about. (Think about the personal microcomputer, the Internet, personal smartphones, or the cloud.) This is fertile ground for startups to cater to emergent consumer needs without having to compete against entrenched incumbents in their core areas of focus. The browser is a natural starting place to reach the broadest base of consumers. Many AI companies have small teams and likely don’t want to fragment their focus and resources across Web, iOS, and Android.</p>
<ul>
<li>3D assets are the building block of all modern games, as well as the upcoming metaverse.</li>
<li>Advances in LLM steering also have the potential to unlock new possibilities in sensitive consumer applications where users expect tailored and accurate responses.</li>
<li>LLMs have inherent biases in their training data that could be reflected in agent behavior.</li>
<li>As of this writing, the compute cost to create an image using a large image model is roughly $.001 and it takes around 1 second.</li>
<li>So, it’s not yet obvious that selling end-user apps is the only, or even the best, path to building a sustainable generative AI business.</li>
</ul>
<p>Depending on the model size, setting up and training your own model can cost millions of dollars. Since the beginning of 2022, a16z has invested in a number of AI-focused companies to boost the efficiency and efficacy of key processes across industries, from enterprise data annotation to drug research and development. Shane Orlick, the president of Jasper AI, told me in a podcast interview last week that the company was investing in its own models. It is not that they have any near-term plans to drop GPT-3, but Jasper is looking to bring some models in-house. In the conversational AI space, Cognigy told me this week that they support GPT-3 today and other third-party models but are working on some of their own.</p>
<p>A smaller number are specifically trying to build chatbots for the purpose of entertainment, such as Replika and Anima who are trying to build virtual friends. The concept of dating a  virtual girlfriend, as explored in the movie Her, may be closer than you think. There are a large number of companies trying to create realistic voices for in-game characters.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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width="300px" alt="a16z generative ai"/></p>
<p>In fact, the two most common use cases currently are creative generation of content (images, stories, etc.) and companionship (virtual friend, coworker, brainstorming partner, etc.). They can guide the model toward the answer they’re seeking, rather than requiring the company to shoulder a pool of humans to ensure immediate correctness. By the time the company is ready for growth-level investment, it has already built out an entire organization around hiring and operationalizing humans in the loop, and it’s too difficult to unwind. The result is a business that can show relatively high initial growth, but maintains a low margin and, over time, becomes difficult to scale. Initially, Irreverent’s users will likely be people who are already making short-form content regularly and uploading on platforms like Tiktok, YouTube and Instagram.</p>
<p>The company’s flagship product, Zibra Effects, is a Unity Verified Solution that can be utilised across PC and Mac, iOS and Android, consoles and VR/AR, with use cases in industries like gaming, metaverse and professional training simulations. By automating the creation of high-quality 3D assets and visual effects, the technology helps streamline production for developers.Currently, Zibra AI’s generative AI technology is being used by a community of more than 85,000 developers. Zibra AI was one of just 32 companies out of the whopping 1,600 applicants accepted into a16z’s inaugural Speedrun, which provides funding and coaching for the most promising pre-seed startups at the intersection of games and tech. Alex Petrenko, Vladyslav Zavadskyi, and Den Dmytrenko co-founded Zibra AI in 2021 with the idea to harness the power of AI for accelerating the generation and processing of 3D assets. The goal was to automate the most time-consuming processes in the creation of new games, thus increasing the rate at which gamers could experience new titles and ensuring a more streamlined workflow for developers. 55% of the Speedrun companies were located in the San Francisco Bay Area, with Zibra AI the sole representative from Eastern Europe.</p>
<div style='border: grey solid 1px;padding: 13px;'>
<h3>Navigating the High Cost of AI Compute &#8211; Andreessen Horowitz</h3>
<p>Navigating the High Cost of AI Compute.</p>
<p>Posted: Thu, 27 Apr 2023 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMiOGh0dHBzOi8vYTE2ei5jb20vbmF2aWdhdGluZy10aGUtaGlnaC1jb3N0LW9mLWFpLWNvbXB1dGUv0gEA?oc=5' rel="nofollow">source</a>]</p>
</div>
<p>In other words, it’s not going to fall out of popularity — it’s going to become an essential tool for companies across industries. Among them is a Bellevue, Washington–based startup called Irreverent Labs, whose AI technology enables anyone to create a video, and which, like a lot of its rivals, just closed on a new round of funding. Samsung Next led the round; Irreverent isn’t disclosing how much due to Samsung’s corporate policy. In essence, AI Town represents a sophisticated blend of advanced AI technologies and innovative design, creating a unique platform where developers can explore the potential of AI-driven narrative development within a simulated environment. The platform is essentially a vibrant microcosm of AI characters, each with its unique persona.</p>
<div style='border: black solid 1px;padding: 11px;'>
<h3>Generative AI: The Next Consumer Platform &#8211; Andreessen Horowitz</h3>
<p>Generative AI: The Next Consumer Platform.</p>
<p>Posted: Tue, 07 Feb 2023 08:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMiOmh0dHBzOi8vYTE2ei5jb20vZ2VuZXJhdGl2ZS1haS10aGUtbmV4dC1jb25zdW1lci1wbGF0Zm9ybS_SAQA?oc=5' rel="nofollow">source</a>]</p>
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		<title>How retailers can fight back against bots Latest Retail Technology News From Across The Globe</title>
		<link>https://www.monsoona.co.uk/2022/11/25/how-retailers-can-fight-back-against-bots-latest/</link>
					<comments>https://www.monsoona.co.uk/2022/11/25/how-retailers-can-fight-back-against-bots-latest/#comments</comments>
		
		<dc:creator><![CDATA[Monsoona Healthy Indian Restaurant]]></dc:creator>
		<pubDate>Fri, 25 Nov 2022 17:38:15 +0000</pubDate>
				<category><![CDATA[Generative AI]]></category>
		<guid isPermaLink="false">http://www.monsoona.co.uk/?p=1570</guid>

					<description><![CDATA[Chatbot 101: Why Conversational Bots Are The Future of Ecommerce Or, they may not seek the answers they need and not pursue the purchases they were considering&#8211;and that means missed revenue for you. Unfortunately, many shoppers may have only had subpar experiences with rules-based bots and may assume that engaging with a bot isn&#8217;t a [&#8230;]]]></description>
										<content:encoded><![CDATA[<h1>Chatbot 101: Why Conversational Bots Are The Future of Ecommerce</h1>
<p><img decoding="async" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.metadialog.com/wp-content/uploads/feed_images/ai-chatbot-7-benefits-and-challenges-for-your-business-img-3.webp" width="303px" alt="best online shopping bots"/></p>
<p>Or, they may not seek the answers they need and not pursue the purchases they were considering&#8211;and that means missed revenue for you. Unfortunately, many shoppers may have only had subpar experiences with rules-based bots and may assume that engaging with a bot isn&#8217;t a good use of  their time. Forrester <a href="https://www.metadialog.com/blog/online-shopping-bots/">best online shopping bots</a> also found that two-thirds of consumers don&#8217;t believe that chatbots can provide the same quality of experience as a human service agent. Although the augmented intelligence chatbot is the most advanced option in the marketplace, brands can benefit from both traditional and conversational bots.</p>
<p><a href="https://www.metadialog.com/"></p>
<figure><img 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' alt='https://www.metadialog.com/' class='aligncenter' style='display:block;margin-left:auto;margin-right:auto;' width='401px'/></figure>
<p></a></p>
<p>Of course, it’s early days for bots, and there are plenty of potential pitfalls to overcome. According to a comScore report from September 2015, the average American smartphone user only uses three apps for 80 percent of the time. But the fresh attention of two of the world’s biggest tech companies, along with recent massive advances in AI, means that bots are now firmly in the limelight like never before.</p>
<h2>Enter the Bot</h2>
<p>Chatbots can also ask visitors to provide their contact information, helping generate new lead data to go into your sales funnel. For example, (if the visitor opts in), they will receive marketing materials that could increase the chance of them converting further down the line. You can easily find numerous such services through a simple Google search, which will direct you to middle-men marketplaces. I ended up using EasyRentals.io, and paying $120 to get about two weeks of access to the Stellar bot. In return, the website gave me a download link to the program, along with a digital license key to activate the 500MB application, which runs on Windows. In addition, Twitter recently announced a new enterprise-focused API to improve upon the chatbot experience so that developers can build more “conclusive and engaging experiences via chatbots”.</p>
<div style='border: grey solid 1px;padding: 10px;'>
<h3>Meta&#8217;s Canada News Ban Fails To Dent Facebook Usage &#8211; Slashdot</h3>
<p>Meta&#8217;s Canada News Ban Fails To Dent Facebook Usage.</p>
<p>Posted: Tue, 29 Aug 2023 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMiY2h0dHBzOi8vdGVjaC5zbGFzaGRvdC5vcmcvc3RvcnkvMjMvMDgvMjkvMTM1ODIxMy9tZXRhcy1jYW5hZGEtbmV3cy1iYW4tZmFpbHMtdG8tZGVudC1mYWNlYm9vay11c2FnZdIBAA?oc=5' rel="nofollow">source</a>]</p>
</div>
<p>That’s how simple it is, and it works exactly like what you would experience when you visit a retail store. Use your marketing expenses smartly with these AI-based chatbots that’ll engage with your website visitors, capture and qualify leads, automatically sell to your visitors and connect them with your top-rated reps. One of the most talked-about tech trends today is artificial intelligence. While there are many ways to use artificial intelligence, chatbots are one of its most popular applications. Besides, the platform makes it very easy for you to make your chatbots and everything from analytics dashboards to real-time chat features. You can add buttons and cards through their visual builder tool so you can create different interactive experiences for users visiting your page or app.</p>
<h2>How to Move from Product to Cultural Innovation</h2>
<p>Chatsonic is an impressive AI writing tool that benefits from Google’s support and the powerful GPT-4 model.</p>
<div style='border: grey dashed 1px;padding: 14px;'>
<h3>Retail Chatbot Users Don’t Trust Chatbots To Resolve Issues &#8211; Spiceworks News and Insights</h3>
<p>Retail Chatbot Users Don’t Trust Chatbots To Resolve Issues.</p>
<p>Posted: Wed, 03 May 2023 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMidmh0dHBzOi8vd3d3LnNwaWNld29ya3MuY29tL21hcmtldGluZy9jdXN0b21lci1leHBlcmllbmNlL2FydGljbGVzL2NoYXRib3QtdXNlcnMtZG9udC10cnVzdC1jaGF0Ym90cy10by1yZXNvbHZlLWlzc3Vlcy_SAXZodHRwczovL3d3dy5zcGljZXdvcmtzLmNvbS9tYXJrZXRpbmcvY3VzdG9tZXItZXhwZXJpZW5jZS9hcnRpY2xlcy9jaGF0Ym90LXVzZXJzLWRvbnQtdHJ1c3QtY2hhdGJvdHMtdG8tcmVzb2x2ZS1pc3N1ZXMv?oc=5' rel="nofollow">source</a>]</p>
</div>
<p>The truth is, most of us have had less than stellar encounters with chatbots. According to a Statista study, half of the respondents (50.7%) said they felt that chatbots prevented them from reaching a live person when they needed one. And 47.5% of people affirmed that chatbots frustrated them by providing too many unhelpful responses.</p>
<p>Chatbots are great not only for customer service but especially for eCommerce. When a particular chatbot hits a dead end and can no longer help the customer, and only then do you reveal that it’s actually a bot, the experience can be negatively perceived. Automating the initial engagement with site browsers (new or returning) or app users without a live human agent is highly scalable and can help qualify interested users easily.</p>
<ul>
<li>This has had the added benefit of freeing up time for already-under-pressure agents, allowing them to focus on dealing with only the calls that genuinely required their input.</li>
<li>You can also set up and automate your frequently asked questions (FAQs) and integrate Tidio with various business applications.</li>
<li>If you’d like to learn more about Onlim’s chatbot solution for the energy industry, have a look here.</li>
<li>Bots collect customer information and tailor advertisements and marketing content to them, supporting them in their product search.</li>
<li>The new UI makes the sales agents’ work even faster than before, with a smooth onboarding experience for new agents.</li>
<li>Plus, the use of images, GIFs, and videos above the questions makes the survey less boring.</li>
</ul>
<p>The easiest way to explain how bots work is to compare them with physical robots. Unlike physical robots, they do not consist of physical machine parts, such as screws, screw threads, plastic, and wires. The code contains the required commands and instructions for telling the bot how to communicate actively with or in response to human users, systems or other bots.</p>
<h2>Related products</h2>
<p>With the help of chatbots,  you can link online customer touchpoints and thus increase customer experience and customer loyalty. Now is the time for businesses to figure out how to use chatbots creatively and effectively to improve their communications and customer experience. In this digital era, Christmas seems to revolve around the latest tech. This year it is all going to be about the new Apple iPhone X which is set to be one of the top Christmas gifts for 2017. The need for the latest technology has evolved over time and with the increasing popularity of Black Friday, this has made it more accessible.</p>
<ul>
<li>If a visitor&#8217;s question doesn&#8217;t match the bot&#8217;s programmed set of queries, it will not understand customer intent.</li>
<li>Publishers, media, news portals and blogs, as well as product software companies and gaming industry win providing their service in bots and making money on paid subscriptions.</li>
<li>Solvvy Workflows are used for building custom support solutions using a code-less interface, and even the most complex support queries can be automated and delegated to your chatbot if you have a tested solution.</li>
<li>Instead of being solely dependent on pre-programmed queries and responses, conversational bots use NLP and machine learning to understand user intent.</li>
</ul>
<p>This AI chatbot has a user-friendly interface, making it easy to set up and manage, even for those without technical skills. Tidio is highly customizable, allowing businesses to tailor their responses to their brand and tone <a href="https://www.metadialog.com/">https://www.metadialog.com/</a> of voice. It can understand and respond to your natural language, making it feel like you’re chatting with a real person. You can ask follow-up questions and receive personalized replies, enhancing your search experience.</p>
<h2>Facebook</h2>
<p>This is a virtual chatbot that can multitask and perform searches and transactions – freeing up time and capacity for staff. Chatbots function by using AI (Artificial Intelligence) and, specifically, NLP (Natural Language Processing). As an element of AI, NLP gives a bot the ability to understand human language through observing patterns in data. The bot can then recognise precisely what the user means, the context it is in, and provide human-like responses. A chatbot is a computer program designed to talk to a person in a genuine, conversational way.</p>
<p>In this scenario, the rules-based bot may be able to satisfy the visitor&#8217;s needs. The situation is straightforward and may not require any human intervention. The views expressed in the contents above are those of our users and do not necessarily reflect the views of MailOnline.</p>
<h2>How to Improve Efficiency with Your AI Chatbot</h2>
<p>When a customer buys a product from a business/company, one should not consider it the end of a transaction – but rather the start of a relationship. That’s because, according to&nbsp;HBR,&nbsp;more than 70% of customers are interested in hearing from retailers after they make a purchase, especially if they provide personalized content. With a series of questions and clickable answers (combined with beautiful product pictures), the MVMT chatbot lets visitors know exactly what options they can choose. By the time they reach the end of the quiz, visitors see a list of recommendations that interests them the most. Many companies today invest a lot in sales teams to find and convert leads. Their goal is to contact cold prospects and get them interested in the company’s products and services.</p>
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<h2>What is online shopping bot?</h2>
</div>
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<p>A shopping bot or robot is software that functions as a price comparison tool. The bot automatically scans numerous online stores to find the most affordable product for the user to purchase. Shopping bots are also known as retail bots and order bots.</p>
</div></div>
</div>
<p>As consumers tighten their purse strings amid the cost of living crisis, competition for their custom is tougher than ever. Business owners are trying to do more with less – increasing sales while minimising spend and effort. Given the ongoing shortage for GPUs, it feels like I’ve pulled off a miracle. Or rather, a piece of automated software that scalpers have been using to nab PC graphics cards from all the major online retailers. That said, a lot of current generation chatbots are still in their infancy – they have big ambitions but lack the experience and expertise needed to truly deliver.</p>
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hhTCgS2T5geHyqQJPbc3a+5k2O13t62sIcKkd3krSMdAonp6HNay9AgSUB5lHE2RlPFzNarbrbb5PesvsIU44lSkjHQiu0gvDXZc5uoXFXb9MDC5rKWbR2oDhtt1Hqs/f98t1dyFLVqC/S7wjg7lZcCUJSCCBnhA+PqRzzVpuwFvJpDs62LXWsdbMrk+2u2m3s9yAXuNftKsJz0QAglR6ZCfSqwQbJCtlo79TIAJSVBPLxFZOTLssmGxDhRSCEOFziPVWBw/Q5+taDd3Pdzx6DP4VvF+mtHSUphqiXvcBr0aAQTjtnGMrY9b7x3vVW91+3IuLrrKr9PU+tvj4jHRxYaSD/8AbSlKR6Cri7ablao1Do9Mu1oj/e0JYSJDiylKsDORjnxdK89khEuQGXDh9lXdr9QDgGrw7FMizKdtmcBq6uRsE9eFJT/w15/xzUy0NIKyA4fka+R3Um+W+mio2ODAeTAA6YA2+WisTo/ebtBQnW0ajtun5ECPzdPeHvSjyynPP5VZnTN/iaosUS+wkrS1LRxhKxgggkEH5g1WltkJdW0UjJyKnPZ+YiToqPHQjhMJ1xhXqeLiz/tVF/TDja53y5y2+vfloaS3vlrgN99j1XjvEUUDmCaKNrDn+7oNfLJW70pSvdVyaUpSiJSlKIlKUoiUpSiJSlKIlKUoiUrgkDqcVrEjc3QkWau3v6nhJfQrgUnj6K8s1k1jn+6MrVJNHDjxHAZ7nC2ilflDiHEhbagpKhkEcwRX6rFbUpSlESlKURKUpREpSlESlKURKUpREpSuCQOZoi5r8qUEgkkDHnWl6g3n210zN+7rrqiMmQDhSG8ucPxKQQPrmok3I1dG3tS3pu0zVwrBAnNynX0LU3JmFCVe6jCuTZ4iDkZ5evLaInAczgQO+Fp8dhJa0gkdMrZ92dM6f3kt67DfIoehwnJDXAOvEocHF6EAEg+debu4G2V32n1jM0FeFLdiOkybRMUjAdQfXpnwUPP4ivSXQcdy3w5MdkARmkoS2DzIIznn9Ki3tHbeW7XWlItomrSzKSVvW2WEjiYcSM/MeBHinJ8M1RV9D+9YQPe/1ou44U4jfZKgNkP9U7cdvMfnuFQjb5hq1bmWx55XA046oJz4EpIx8icVeTQ8j2jTrDp8FKT+p/yqjmooNys9wCZbXs1ztsoJeA/I6nHvA/3VDBB+FWI217ROiYul/YNQCbFmNrBUruQpCiSckEHxJ6Yr89/qHZKquw+FvMQMEDcYyR8167xHQTXSGKro2l4wBpr1Jz9VJ+7W3je6WjndHKuDMFycUBqU6MoaWCCFEeVQwn7Mq9uONrue6FvLIUA6GYS+Ipzzxk4zitq1p2kdu1aeksW9VxlvFtSQltnhAyPEk8vjWkaJ7c2stOaZTY7za2Lm7EBRFkuqUVqb/KlZzzIHLPjV5+lMZttHNBcYy0cwLSfTBGPgufjt3FUFKRbQWjOrSACc9Rn6qv8AuZoa26B3DlaB0/NfnsxXG2GnHQO8WVHGCByznyqddYdhrTOmNFT9d2C+Xubc40ISWrd3KCFrUAFJ5DiOOIn5Vi7fvXp1Jl6sRY4h1G66p5l55lLiUrJzg554FfOT2tN43+JLV5t7Cf3Yaf8AKvR4qmhjL+d2ebbTZX1wfxVWClFPCWmHHMSR7e3ltp9VCLGkr5dFJs0qyTYxSAVh9lbXwGSOv+VSFuts1ZdGaP0PqCw6ekQlXmI8ie6/JW8VuNhsKWM8kgq4yAPAjPSubpuvrzVzjlwubi56uMOKLbYQFFIxyA64Hl51JGrd/wCHetqoW32qNs5/cJhJaalqdA4X8EJcSeH3TkH3c8xnNTaKGlZTSGTIGMgkHv5A7qJfLpxFX3Omkhj5QHcrmNkb2PcjJB1xjOipsuQxZtSRp91QXIqn8SUtnB7vIyQfMdat1tfqOTaNYxdOz32323pyJbEtPISEOAqQ4AfBaXErHoarhN0RCurneSDJKT+XpkVuEGXdmmYDKH5BNsZbjxVlRKmm0fgSD6c65DiGGnu9CaY7nr2XWy2Wpma5s+Awg+oPQ/yvSBQSt1uQkjCkg/pXVtW9Z2j1fGhX0FWmrq93Ul4D/wCVdPJDnwPQ1Su17nb2yEJi226XWXj3U8DSnFY+Qr6Xa3b46na4L9prWFwRniCTb3ijPhy4a4Lhbhq5WO7sr43DAJJ0OoIwRsuGfwWHAsq5mch0319RnsvVXT+5OhNUPOx7Fqq3y3mVcC20ugKB9AcZ+VbIDnmK8nLXZd6bda13WPovUUNVoQXjNcjqZ4WU9Uq4sE48MVIm2Hbp13pV1iDqRLd0gpISpDpwvHorwr9R26kddaQVNLvsQdCD+fJeG36P/h64OoapwI3a4EEOHTbY9wvSClaJtVvNond6you2l7igu4/bxFqHesnxBHiPUVvdRnsdG4tcMELS1weOZp0SlKViskpSlESsbetRWTTsUzL3c2IbXgXFYJ+A6n5V09a6qiaO07LvcpaMso/ZIUcd44fwpHxNV6tOodL6nuc2+7i3t56b1YhJCsKT4BvHl0/jUqCmdKC85wOwVbW3FlK8QgjmPc4AU2Oby7dodSynUbLilDI7tCj/ACr6L3e0A2gOO35ttJPDxLQoDP0quujtN6lGonbtcduJdxsjvfGO2UBJ6+519Kxm6ur7M5DNrgaJbst3YdBdK1p4kgAjhwOucjwqyZbI3yiJuT5ghc9LxJNBRuqpgGkbAhwz/urNneLb7u+9Rfm1p580tqPT5Vi3+0HtpHQSu7PFfeBvuwweM8s8WPL/ADqtmkNybRY7OzFueiodznNqUTICueCc9PStY1lrxV+1DMnNRkQ0BhsNxkpHuJTgFI+J51JisjXyFrgQO+R/CrajjYRQMlY5pccZHK7T45wpN307QEXVzLOnNKSptuZjSkPmYlfAp5Sc4RgflzzPmQKh831SnkPqcbXlakhSeZ4iM889a0O83hc2Q2UlacZUvKcHi4jX6gXKLDkJUXeIDw4jjNdXS2+Gkh5YwvK7lxVVXWtc6V4AB06AegU6W/eHX1kQlxrU8xcRDeW2u8T+PiHu8Jzy97NTDttupupqS/W+LeLPEj291Ybd4zhxQP5hVSVaysVvvTE+8W5c5CWveQDjJ8OXTwqw+xG6sDXOsYMG1WG4JSglTjpby22AM81DkKobrRsijL2RDbU9vqu64YvklVUthmqjuAGg5z66bfFWpHSua4rmuNXr6UpSiJSlKIlKUoiUpSiJSlQl2le1Vt92cNPe032WzMvstB9gtSXglbqvBSz+VHr1PhWTGF55QsXODRkqUdX6001oW0OXvU91ZhRkA4K1e8s4zwpHUn4VTPd3thXHVSnrRpUrt9r5oJyQ48P3j/IVTrdfe7cPei5nUWv9fLhxXgVxoMJv9g02TkJ95aT9Aa17RmpYiVT4bF1clMR2kuKUs8iSeRAJOK6K3UVC53K6QOk7DOPnsVz1xrK5gyIy2M6Z0z8RuApzVuIiU+fbOHvCeeT1reNMazejGJMtstDTjbnEElXIny+FVJdvUi63BTzTxbQDhPPHKs3bdT3m0upS1K7xOc8Kj1roZrdG5uAuEF9fHPynfur4b59pq0bPbCydWW1bP9I7mPZbbEJCimUoc1kHqhAyonGCeEHHFWW0zJuG8HZp0pqi6SRIus2zsz1vtpCMS0+8VADkCFp6Dyqll91Bo7eK0W7Su5sx2yx4jgbTeGUhxUVC8ArLZ5rSCElSQckDlg1absP7g6fl7aydlES23LnpORJaaUtYJkw1vKUh1sEDIBVwny908uICuIrbfJb5skaH/X2Xq9ruEF0oOeL3wdfTA/K0hzamD2gnW7bb7gzaNQMslp91bJWlSQCQDgjOCCUnwyR61m4f2eWqYzKUK3Xt7ZHUCzqX+pdFdHcuz6y2a1ojVejpS4qgpXcuhAWnCuqFAghQ8s/xFZbSm+2/2p1e0XDXECFHJICI1pZLn1WCP0qrruGKS6S+OWB2fNdBb/1KufD9IKJsvK1p6tDvlkHRfVn7PB+Rlu87qKdaXyUmNbe6yPms1mI/2cG1qGwH9Y6iUrxKBHA/Vs1lmdyNzOXtGvJz3xixEf7rQrh3XWvStM6Jq+4plMHjQlbnE05j8qmyOEg9OmRWpnCNNC32Yx8ytn/N+6zODTVOAP8A2tH2CpVvVoaxba7lXnROm5cyVCtjoZ72UEd4V4978IAx5cq0pKmxyKgMedXL3i262L34kM64uW5De32qVoSzdI8lorQ6tIxkNkp4j5KSeY6jNRRE7NuwceT3d27RV4nIzzFt0lNOR6KCHBXH1XDVYZ3+Ez2c6L3y0fqlYRbYf3s5EgaA7QnJA1OQMHO6w+mmrLc7Tam5kxCLaRwvKXhSGVhlKMnkSn323iSOnEgkjOa/Wp7dp+LAurqb/CegpbKT3Kg2O9PGoJQD+L3kRyCkkY48eNb4z2fuytGhPMRNxN1ZyX8d40zZXEJXjxAdiJA+tcwtm+zVBCIrujd4L3HQoKCFiFHbUodFEB1rJxyyRmuxjpKh1CIHRkuxj6Y//OxwvKqniqzQ3c1kVT7Adkaa4zknBI9vcZ+Pkq1IutrAwC4amrsgXWAvf/TUZuAqQmR7SytCkhQIUwscRB8E/i+VSeztr2Y0ND2bs7azdWOWZd5S39eCWr+FbdoGXorbqbIuG32wkOxTnWVstXGVeTKeZyMcgUEgHPPCxmqCj4RrIp2SOxoQev5XV8QfrNw7V26elhDi57XAZwBkjHQkqxd03D2y07dHLPMlNNTGSONDFudcCSfArQgpB9M18ZW82i4jJdZTcJKQM4ZjYP0WU1AsZ59LfFIdLjyyVuLUclSjzJPzr7uuZYUfSvQG2qPqSvzNJxPKSeVo+q7G5nbc2iRZ7vpB+x6lbnS47sVtMiG2horUkgZV3hwOfXFed2oJBZcKmCtGfA+Fb52lNZsWnWEa0XCwxVwUNqMiQhvDzgWfFXjw45eWTWOg7eRNb6QRc9IXNcq4QWytcVxSVKfZ68SCBk48QelXtldT0rnxN0PXKgXySeqpoqkjcaY+oWr7fb1612s1ExfdMXZ6K8wsK91R4V+YUPEelX62y+0o09eVW1jXmnfZG5DjceVKhHIi55d8tKjzbzjODkeR5Z8y7xFejPuMvMrbWhRStCxgg184D70TKAtXAsYI9D6UudJHWkgDDhsf5Um21ktMxr3nIO4/jzX9BlruluvVvj3a0TmJkOW2l1iQw4FtuIIyFJUORBHiK7VeQvYv7Zs7s+am/oPuDIkytv7q9+IcTq7O6o/2zaeZU0fzoHP8yckFK/W6z3i1agtUS+WO4R59vnsokRZUdwONPNLAKVoUOSkkEEEVx0kbonFjxqF1zHtkaHt2K7lKUrBZKOd0IMa+3azWG4how3Ct9YcOBlOB188E4qPdM7XaPZ3baYEhE2NHY9pajuKBw4BkdOoHkakLe2y3Wbpc3mxvlqZaj7QSkHjW2BzSnAPPoflUP6H09uW0wnca1ux2kxkrcDDyuN2QPzhXl88H0q5pc/tiQ/G4x5rlLnyGvY18JcQQ7P8A2jf/AGVpEoSlIShIAA5AVDO4uz2l2FXrXdwujyFOKMh1LrSFoSSQPLOMkVxY+0Y7ej3EXb+6PutNcb/cupUAfTIGRUJbq7t6113dnLM+hy1WxCij2AOY4yBn9oR+I8vHkKUFDVCbAPL322WN7vVu/ac5HiE+6MHGfXRZ5y2aZabVh9haCn3ViJHwQfEZ5/Wo+nacgQ3VLi3iJKznkpSE9fP3z/0K3/Suzka92CDcX3ytcllC+FKCcZ8zxAVlf+7vbXDxomNgeRYVn/fq4jroIHEGQ/JcdUWOtuEbXthaOo9o9fgoFuNhK8kQbacDqXUD+dafJt6FftPYEtpIzxJUTjy8fKrQzOzdBdbUlM5tBx/9BR/46jdO38hyztzmmUrZLeSM88AVeUVxp5geV2fouLvXCVbCRzRgZBOhztjyUcM6WAbZmS0MvoeA5rKhjIyOnKrTdmPVVh0pt7qKTMjtRYdolIcc7pGV++n9fwio1Vsg7bIEC8tSQ6Z6E5Z5jhy2VY58vCozX30O8y7e3IcQO+LS2gs4PATyI8cVpqYorvE6Nj9Ac/IqTbX1HBtSyplhALgQNc7jQ5x8cL0P0nrfTOtoBuGnLm3KbQeFxI5LbPkpJ5j49KztUc270tfLqA7Ybm5BkNth4LbfU2ccWPAZqQmk77WB8Lt2rZk3I5h95LyE/JzP8K5KptTI5Cxko+K9bt3Es9TTtmmp3a9W4I+R1VoqVXK37x7zWpJRdtNxrkhlWXHVRVtKUPQpwn54NZ+L2n7VGCzqTR90gBA5KZUl7iPzCcVEdbage6A70IKtWX6iI/rCWf8AyBH12+qm3Irmqiax7Q+rNYXZadLSZFmtkdQ7pDauF53H5lqH+6DgevWrJbZale1boe1X2SoqfeZ4HlEAcTiCUKOByGSkmsamglpWB8nXp2X233yluczoqc55dc9D6LaaUpUJXCUpUa9oHfDTWwO3M7XOoHW1upHcW6GpzhVMlEHgaT4+BJIBwkE+FEWrdrLtQ6b7NWgl3V5TM3UtxStqz2wq5urA5uLHUNpyMn1A6kV5EQbJr7tNbiSdZ7jX99DU94uzLk6CUtNk8ghODwoHIAAHAqaotlufar1TeN0d0Jd0lvpLQjtw2sRVNpOSw3xKJSlI8B4qJJznO6a91rb9s9tRPt8CDanGyY8OC600+hwpJARwjiQrIGT1HnWsyZPIFuazA5iqebr6ciaO1G5pCNfmbuLegIMlnj4cnmBhXQ4x05c6/emoxtVjRHGPaLmrvnCRkpaH4BkHxOTWEbQ5qG+SLpcVYQ44qTJUE8I5nJAA5DJ5ADp4dK3eBaJ89hd3dHdM/iC1cglI5AA+WK6awUwa81D+mg9f8lzt+qCIxCzrv6LrRFhpXdhXvJ/MOWa2+zx+9ZQ4UgrJwCedaY7ObZdCW4y1pPRfDwg+ozWz2K+Q3Ex7fKSqOQriLile6fE8663LsZXnNbTt8UED1Uw2LZY30sxGFuPrkBpxZASMd4eBtpIUfeU4o8s8IICcHK01nN2uzlu12PbxZd29P6gt0+E3cGGI7sbveJpao47xl9sgDuyQ6gEKPEkAngJxUhdkDUUnWu67vfxC7Bt4W8022ghKJCgEJcIBCQkNhWBjH4cDITXoRebJaNR2qRZb7bo86DMaUy/HfbC0OIUCCCDyPImuQv8AUSOcIc9M/PRdvwMTTeJM8E6huCMaaE/Pv8O6guNFsG8OzUPU64aHPvi1iShBVxFl4pOUhXLPCsEZ9DVa9NxRbJz8EdG3MfpVwtD7bxdrtEp0DCkLkwrcqSYa1j3+5deW4lKvMpCynPjw5wM4FVJkBUHVtwjqBHA5j9TUW0vOrStvFkbMB7Ns6enRZpB5Cv335SK+HFwJyf1FflTgPMkVbhuSuOYC7ZfRxSFn3kIV/qiuOMD8KEgfCvgX0DkFDNcheefPFZluFmY3gr794fIULq+tdZchtv8AEtIHqcV+EzoyhyfbP+uKxJA3K+inmJ9kE/BdwPK55PzrkPEDmc1g7hqfTluGLhfbfF/8aQhP8TXxt+stHXWQiDbdUWuVJczwNMykLWvAJOADk8hWkyxZxzD5hSxaq4tMgidgdeU4+y2RL3Ec12e8/Yqz5VjG18+ddhToDR9a3+GoXI7Cr92g9i9S6vsM/da1tGZabE8iNdWGGit5hpQJD3COqR0OOY61Fm2+ntW6cnMStLSF+xJIeQoHiHEehRnrnxH1xXo5sXqaDprRuvrjN9mKIzXtPBJIDawlpQ4VZwME8sVXvTkOA7b39bSYcNmRcVrlJjRmEtMsknOAhIAFc/UzOgq3Fu69CtkLZ7Uxkg0xj6qrW47EafqB9eo4yLXcXhxlfd8KV4HMnH/Xh5VpNrtdxnHit8NtxsHCVOLCOL4A/wA6sXuNpezambVc7spTcuSFJipJwoqx1x5DxNYTaTs5bm6/1Euz26O1HtcdIeeurwIZQgnpy5lXXCepx5c66ilrGzwfuHjlxv2+C5h9vbSzCia4uO4GdcE91Bt/0vOVHUJMBcWQ0niCVc0rH7qhyI5HmPEVZnsCdsF/ZO5I2w3Pujv9BbrJLcGU84FJskonJJH4kMOFQ4h+EKBWAMuk79rPsj262h/Trmtn5DaYyHXU+ypWuS8QMFDXeBKEpCj76lhRPFhOBk1lkbQs2G9XuxakuzLEa3o42FLbwZQJ5J4eqTjJz0BA58wapZ6u3XeodTRSt8dreYtB9rHcjcBXNNHU2eIOkBMZIAz0z59V7exJcWfFZnQZLUiNIbS6y80sKQ4hQylSSORBBBBFfavNTsE9sCDt/JTsHurfnza3JIa01dJB40xypQT7I4oZ4UZOUqJ4U5IyBjHpUCCAR0NUskbonFjxghX7HtkbzNOQuFoQ4koWkKSRggjIIqNdTbX3pgzJm3d8TbHZiFJeiPp447mRjpg8J9QM+tSZSkcjozlq1zQMnbyv/g/NVX05tp2gtv5UuRZbTabiJcYpUlyQgpScn3RlaCFfUVWjX2utXuasuEfVFscts9t9RcjKZU2pCjy6K54Pgasx2ot4te2DVCNAaPuC7cHY6HHH2MJcUF/vnmjHmkg1US8W7Udzu84yWpF3mJAcXJZUt1aiT1WojKifM12tpD5P/UTBuo0xv8ei8W4xLKdot9A9/sOOckEZIzgaZVztqdyNKMaSs1rk3PEz2RviSUK4Qrh/Dx44cjxGc9eVbZH3X0Cue9bX9QsMOoJ5vpU22cdcOKAQT6A1SWDd4zdqj29dt1WhxoDjKYTWAoDmBlXMfEVkGbzGW0hoQ9VJLfRSobJJ+qsVpfZIJHlxcdVOp+M6uCJkfhtOAOvl91dcbh6EUkkavs5wOntrf+dV6sGu7QdIlhye33wjlPBn3grn4VGMu44jL/q+puFSCkkwWeQ+Ss1qaLy9EZXEQEBakc1ADPMZx/peGOoPLrVvbbFCxrgHk5xvpsqG/caVT5Y3GEAYcNDnfHn5K3Oo9Z2qPpHSpMlAWkxy7gjkDHOSfLrVXb5eWxrKdMZWFtmW8tCgcgpKiRz+dYufd3Go7KI8m4rW3wjgkxQ2nyGCFHJz4Yrs2bb7W2qELnWW1ybhLKh/U2GlOPFJ6q4R4CpVFQw21jnufoe+nVU3EF0reIpWRQw6swdDzdPL7brcdGx9wWXzLsmp2WPaGchCJaklKc9COQ+lbQbtus0R3+sEhOeeZroP8RW87YdkPVVwhpu24OpJFmWtISi3wuFTgR199WcJPoAfWpZtPZW2vtzodli7XPHVMuZlJP8AqBJ/WqCsu1I2U4Id6Nz9V2tl4WurqRuQ6POuDIR9ACR6KHtvNeXLTtzmP6v1J94xnmkJYYQ8t7gWCcqJWT1GOQJru7rbmwtQaQudrs1geWp9tKUvqACh7wOQMHn4dfGrDWjaHbWxpKYGj7fgnP7ZJf8A/UKq2iJbbfAa9ngwmI7Q/I02EJ+gFUj7jB4wmZHr64+gXaRcP1n7N1JJMAHAjOC46+ZIXm9pCYuDGxJbVxcakkeI5DlV5Oz8263tRZu9SUlZkOJz/dU+sg/QisXr3s56R1neW79BfVZpanAuV7O0FNyOfMlORwrP94fEgmpLsVmhaetEOyW5BTGgsIjtBRyeFIAGT4nlWy63KKuibyDBzkqNwtw5VWOd4mcC0DDT31Gvlsu/SlKol3C4UpKElaiAlIySfAV469sDfa8dp7f5Oi9Kzn3dK2GUq225ppXE2+6lRS7LwOR4jyScn3QCMcRr0z7Ve4N22v7P+stY2BBN0jwRGhKGP2b77iWG3OfXhU4FY8cYrx22M1X/ANmkzUsm7XaLby7buFnjjpcW66laSlCCRkHmDyx0rFzsbLYxudVa+LGibaRYMVeoINo0pBhCO6hY/bOuBQPHkkDngk9ck9PKo28G4M/dPWMlUWU4u1w3VotyVoDYDOfxrSCcKPLP0rVtx90b1ru4K7+6S3rewollL6sKPPqoDl8qwNuuC4McSVJIDnNtJ6r/AHj6eVbaSmL3Z+awnm5G4C3SHZG4UaNAjtl6fKdSG2kpyVk9Djx+fzFZbV1u1HZ5Jt90RIbLOErjOZSEkDn7o5CtdcvE0ri3qIxwKCUqK21HiCh5Hw6VMe0e2WtN/ZKkRprMG3RV5elS1cuI9Up/Monyrv4hBbabxpyGxgZyVwNVNU1tV4VP7TskEdF1tpdurjvNcY9igJQ1MihOJD5AaQ14qXkdOfx5jHhU+QOxTaLlIatN11/BhOlfdsLZiqWA6egWHClXConAIBGTg4yM77btlrJtVpW2XHStxZkTYae4vSm3MLc4jxd4EHCiAeXDjOK6121C48qI/Zp7rsxp1LhUGFISylJChkrHMkgcufTnXnN24uu0l2gitUIfSPB5pOYYbjsNcrqbbYKaKkJrP7Xso40/tjrvs6anuV/l3MpTa3Gm2JUPiLbqefCrpyUPeB4hjGR0Vz9Etntx7fuloG2ashvMl59vglNtqH7J5JKVAgE4BIyB5EVU+FrRvVbUmzasbakuSklp3jT7khKuRB8j8PHBGK0+1Pa67N9+/pdoaU9M0+tYTMjrJUEtk8kPJHUD8rgGUn0ODbvkFxPt6SfQrXySWvLmAui6jq307jyV+L+tDDzbihnvU8Hpy/8Aequbh6Cvlv1jOu6La+uFLUHUPJQVJySTjI6GpNHaB07r7ZnUmstNrajXmwWxyc9Cl4Ko60IKkr5fibOOSh15iqYXL7WjU+nZS7Q9tBa5jscJSp8XRbYWrhBJCe7OOvTJqG2pNueS8a7K2bY38SwctMcga5yPypjctVwcwhuE+SegDZrlzSGqWoD9xXYZojR21vOu9yrhQhIJKifIAGq93X7WrdS5kDT+2Nit+fzvSHJGP0TWtz/tLe0ZfIzlqmQtKpjTkqjuoTbV54FjhUMlzyPlUj+ncNJa1Q4eBXRSiOR/Xpj/ADXx3J3nlz5pasV1eh25s+44yopcf/eyOYHlWif9p9xbOTqW/qP/AO+7j/frqaH0Df8AdTVf3Zb0BtgK7yVI4SGorWeZPkB4CrMwexhpKShstW+7PIcSFNuzLm1ELo/vBHCSAfCvO3G53h7pzIcE98D0AX6jc7g3gWnit8sQLw3OjQ53q443Pn9lWSfuEJ4xMdnzRnpIfK/4k1jBqy3oJDVjbH+uP8quRG7J+1mnhm62SE4v/wDK1DxgfJCB/GvorYHYtagtb+hYaU9UOS5C1E/4xT+gqp5y9/1Kjn9TuGoP7Gnf8GtH/kqYf0ycbVxM21gA/lWCR/Ku+3uNNMZcY2uE2VKQpL7SVpeaKVAgoUFcjy8jVyE6Z2M03iLDe0aD0LrNpXJPly7xagaibeXQGmbyw5dbYu3hDDZVFnwogjIeCRlTbjSQMK58jjy6g18fYZYWmRpyR6rZSfqhZq+obSyU7mtdpk4I+IHRWW7Ju3t63W2tj6w1ncJCe+kuNQ1Mxwkvx04AWVZwVcYcBwPAVOauzppBaeEybwCepS+2P4oNY/sSsJY7MeiUp6FiSr/zTtTioZSR5iuzo6modTRlzyTgdfJeAcQ0lGy71LYIWtaJHAAAYABIVWLxr3syWaTqDZ/7wXLuEZsoubKG3V5Vjop4AICufQEVWvXuurZGWm0aeaCmWwUx2eIDCB0Kj4CtW15tzDi7xatb24mzXbPIubzrzshISovFZLicjqgLJAJwayW0emtAu65eibjahXbo7TgWviSVF7H5QQOWPWpVF4U8uah2g19fJVd0bNSUw/Zty44x2GepW47I7Fak3Zu4u14dcYtbS0mVLIIykcw00D/14mp83W3R0ztLY06G0JFjImNN8HC2AUx+WOJZ/Mv4/OsbuXv7pXSmmGNH7Qux1jue7Elj8DAPgPNfmTVXHpV1vdySw2l6bcZzgShKcqWtZP8AnU2oqHVRDQOVg2CqKC3socyOPNK73nfgdgtosm405u9XG4amu8t0y2xl5LfeuEpzhIBUAAMmu65tpt3unp525Xrv3LrOcU6Y7L4bMZtGG0BbhCslXCpZATgnoUgYOqassln01FbtUicqXf8Aj45QZWCxFHDza5fjX0yc4GMda6OltTK03IfeLciW1KAbEdp3uyV+HPB8+mPGuVuVkkgFRc7C1rK6QAc7s7Aj8DtqcZVvHUB3LT1esQOyq7vTop7QOvJFgiTHXmUgSWFqOVJyTyJ8TkHn45HjXrz2CN2Lxu92b7HedQzFS7naHnbLJkK/E6WQgoUonqru1oBPiQT41UvdnYfTesbEue7de8vjCQuRJjsJUyy6EJy2lXEFKSnGOQVkgnOSaut2RtlrHsXsnZ9L2O7O3IXMC9SpK08KVvvtt54E/lQEpQADz5E8s4E6muTLgzlfM2SePDZeU7PAGdOnXAKCDwMta3DDq30KmeuM4rH6gv1u01aJF6ur4ajRk8S1eJ8gPU1F9zu+vNYWWZqBi8DT1pbZW5HaZSFvvgA81KPJIPpU2OIya7DutM9S2HTGTjOB2WC377Oty3JvR1bp66xkTRHDK40kFKVpSOXCscwfp8aq/Ncv+1DNw0dFtLTN3ceS4/JEjvuQ6AKBIIGen1qbdATJmt5Nyj33X12YTDiDugJpbycnl151CWshabRe5URuUZBS443kr4sfOuqtzHgmmmPMG4OMfleV8SvhkjFypB4bnkguyD5HA1wfMFSPp7djdswI1thwWXn22k+6SCtQH7oANd5vd/ed55UaLZYT7qOakAEqSOXUA+tSFobbqyx5UXVaX1qdcjpUlpR91CikZP8AyrM6X2zsmmr5LvsSQ64uQktoQrohJIJGfE5A51Ekq6NrnDwhp5dVa01qu742F1Q4A76jbGh23KjBe7u+UeMtatFxHcJJJSlQI5dT1qG27Ne/bk6wQ0FXFUn7y70JOQ9xlecnP5qutdkR2bVNeW2CluM4o48gk1A0ZMRWkhwhODERn090ZNWdouLGtcY4w3OAcdQqTiTh6SZ8bZ6hz8AkZxoRjUYAWo7ka71luTaINtvWjTa0RZAkod4SQtQQoAcx5EmtMsWudSaeeMeyy34E7jB9oZVg8IB5H41anWEWA1ZrUpbOUlQASQMcmlHPx5VUKTcIytS3FATj+tOhJ8AAVVZWuaGsgMYjAaNcb9fNc5xPS1dprGT/ALkue/QnQHQDtjG+4VnNu+03fINsEXW1mk3RTY92XFQkLI/eGQD8Rj4VIlt7S23ktHFP+8Lcr+49GUr9UZFVy223V0Va3X27uFhtLKWjhoqHECK3KZurs9NwHIQfV05xuGqCst0ZmcBC4eY2Xb2jiKb9oxzqxjj2cNfmCCrF2rdDQF6U03b9V25x10ZS0Xglf+E8xWyNSoz6Sph9twDqUKB/hVW9JQ9rNx5M2LZoTrL8JKVOFJ4RhR5YPyrF7oabkbZ6bXdNOasuLCFPpbMduSpBOcnPI+GKrTbonSiBri1x6EfwujHEE0dKaxzGvjAJy13byKnzWG9+htGXZqzz5q33yR33s6eMMA9CrH8BzrfIslmZGalx3EuNPIDiFpOQpJGQRXnnapguUcyX3uNbhypajlSjmr07XrC9utNEDA+6ow+jaaXO3MoWN5Tk7FY8OcQyXuV/O0BuMj081tFKUqnXWqBu3BGkyuzbqhDDJcQ2YrzoSCSlCJDauLl5EJJ9Aa8LbsuRJuriEF1wtqIyTnnnmR5V/SLMhxbhFdgzo7UiO+gtutOoCkLSRggg8iD5VQjtRfZvQtQPyNX7GR40KS7lyRZ1ngbKv7zKvDP90+PSsC3XK2NdpheYNpsYnuhyW4VpRhRaQebhzgJ+tb/aNptQXhbMi5RXEPy1BuFAaTl10+GB+VI8zVltlPs39+Lpfod21WYmlIkV8OFyQoOvnhOeTYyDnzJqXdc7S6o7PWu1XpLTNysclPEma62AUpHNQJ/IR+tdNY2084MLve3A7rguNbjX2ljamBuY9nO3Le2nY9/hoqk6X2kugmStLyLQuVMalCK2y1xKUF4GeQ8s1bfTez922NsMeWp9blqfQhxxwNkliQoYUlSRzAJ8fTnWt6SvcW36/l6rta0CNqRXtER1SwPfGAsJPROcdM55Vum5Grbyi3NhMoJE5QbUwXAe8GQeLhB5Y/XNcjxpeDV17OF56Z74ZWkOcPdaMbE9Ff8ACtO11ELtzAPdrjquhc703dZjL8GWp9Bbw+vgKUZzySM8z169K+K7O/d2luwLsESWDlMfHMjz9fHlWCkp1DGtyL00w07BCuBfArKkH94eFcRL6h0JejO8CuXvA8wa+Wu101mo2UNGMRsGAN/PdX0srpnl7tyv0melSlR5Ke4mN8ynOM4PhWftO4se3xHYuoF95FDZHeKHFkf3SPEHpWBvcm235lTk95MSeykqTI6JX5cWOh9aiW93a5XiY3aoynVsNHhdfbT7qPj61Mc7Gq+MblTvoqVoC+aV3SRYX3IEyTpKfFgxljhadUttRWEqJ5YwnCOnPl0rziv2kb3qTUNzlWGGqQwy6kLIHMAjy+VXGnriaW0y9DZcSlLgQ1Lcz+VZICR8+prUdr9LwYN/vka3ul5kcwTg4yQOH5YqNUOdVuy87K5tNTHZ4ntgbgu+Wu6g6z7T3yGyzDuLAS4+z7UwR+dvlz/UV8ZuipdtfQpYOUqB/WrI3OA4xqXT816I8htAeiPIWjolS+XpggZFdjcnb+HBZdf7xhJSkqwDk1okGG6KXQ1IllBduT+Vr3ZwnX2NOmwLK6O9lSo4S0oAocXxYSFDxGatVqfZzd/WV0+97+iGlY4U8K5QS2hI8AE5wKqLsPHkyr0/FhyEsvPSmG0LUcBKirAJPhzq5K9tNaKKmrnuRaY7h/En7xdz9CRWq1gCkZ/rqpnHDua/VGT1H+ELX7tsTcoFjlS3Lrp6M5DbLqwmWpTigPAA+NRnpywR7tqCPCnXSPb2lrI9pkJKm0EA4yPGpZ1PtKzarBLulx3MtrrrSe8QgK7wvH+7niJ88cuuKi/TsC23PUEODfLsLfBdUoOPlOeEcJ/nU/C5PKkBG2OhJiizP3UsSlJPMM24oI+ea0jefSmjtO6XZb07rP74WS4HWgAEpHdnChj6c/Ot4Z0/srZ5CWlbgXqUSeaYoSAfqnNaJv3G2+i6daf0dLuLz648kPiYnmU8AwoH0P8AGtcowxx8iptDl1VG3u4fcK5XY2b7rs1aJQPCNI//AKXammon7Kcb2Ts9aIZAx/8ADuP/ABOLV/OpYrOlGIGDyH2WF4dz3Gd3d7v8RVSe0JtTctN3uZrCzxWza7o93rymW+Ex3SOYUB4HrnzJzVVNbaZfu7i5tijvPTmDxKU3yTkeajyzXq5Jix5jKo0pht5pYwpC0hSVD1B61T7fbam4aHnLuNrQpdkmLUpBSnHcrJyUKx8eVZObjUKK1/OMOVSbFdn5P9VnNezT0DDiCQR5cVb/ACtQ2TQFtXA0pJTNv0xspl3dI5MoUObbGenkV9fKtU1jpt2XINy03FedlsHic7pPuj4npWMhOqvDCe/ZSxMbwlxtR5Jzyzny/wAqlxSiQYcoksfhnLdl+IUaddri1HisPSpUlfA20gEqcUT/ANc6y2p7PEtUZu2RJvtd3Y41y3GSO5YOMhtKh+IpOcq+QrPPzrbpSK7YdHSBLucpHdz7ukYwk9WmM80p81dT8K7Oh9vLprGSi1WppQZVzkyccgM8+fl/Gp8LS92mgVfVTsp2cz1lNiX79uNdYO3VshOy5all6T3mBHYig++84c5IBUn3R+IkDPOvSK0WuHZLTCs1vbKIsCO3GYSTkpbQkJSM/ACql9nnsw3HRG78bcFi6Pm322M+1x8XD7Sp1spLSk9CkFQUPItjxPK39UwtNBbJpHUTA0yHmeQN3HfKmUlZLWwh8mQBoM9goc35tlz1dJteioEtLLcht2U4CSAtSMYBx4cyflUZ7T6I13c9ST9CX+8yo1nhtB15kuFXGknACCOg51Km+8m96bZga4ssJEk24LaeSockpX+Y+OOWPnUTbWai3Wd1XN16m1pmRHmeCWkp4EKbByEt/vevpV9TOk/anlxjz3yuYuLYTcmc4cXZ1xnHLjr5ZUzx+zttpFQ4hq3Scuo4FKL5J+PTrVW9++zdfNvJzuqNPLcuGm1KBWVHiejqUeivMZ8atJY9/dHX5LjcaJdvaWU5eZTDKi2emOVVm3Z1TuczMnwnpMtVnurzoY9pZWlRb68OM+GRW21vq2T4c71B6qBxPS2qegHKzO+CzofPyJ3XELfy5RIrMWOxGaDaEoIVxKzgYr9f94PWa2yxHukJCc8v6mokfPNRfb+ztuJfYbdytEd9xp9Acbw4rGDzHWsRbI100hepNr1FAmvCC4pp5pBVlSwcFII55zV42jonkluCQuPN4vEPIyUOa12gP+yk7Uu+uuHYMqK9qBttLzK0FDccp4wQQQPLNR9C1ndnLcpKro4hlDOAnPJQGMJ/SuwvczSNyjqgx7Tci0rKeBxwgcxzGSM1q9gskuXeWWnmyqGp4YaSvBKSeSc1dUFLDEwksA+S5y8XGqq5mBkxd066Z+Klu97vXK+Q48Ru6kBgFWOeRy4c8/Q1FS4F3dkv3RqJJVDLqkqld0ru+I/vdPGspr2Sk3BiLCiTWlNKU2420nvFK6dAB6VYzs121/XGjZ21WsNIyo9gWRcm5a1lt510KR7pHgPdzUaoqY7TAJGNGDuM64/KsIrVLxTWGGeUktGhwcE4Gh7eqiTR1odmqUI2nBcsNhGW4ylgK8zjx+Nb7B2Y1vceBUbQrrSHOiltBIH1q3+mNJae0dbEWnTtsZhxkAe6hPNR81HxNZiuRnvsj3l0YwvS6LgumghayV2SOwH3VZtObB7ixHgUzIlqSpPvLZWAT8QkZNZyZ2YH9RQ1xtTavdWScjuUFYz/AKxqfK5qC651Bdzg4PorpnDtA2PwnNLm9iTj5aKjeo9jtZ6GvTNibhOz47xxFkRmyUugnGD/AHTkjrVytF2h+waRs1klKSp6BBYjuFPQqQgA/qKzOB5VzSsuMta1rZOn1S02Cms0j305OHdOw7JSlKr1eJSlKIlYTWWj7DrvT0zTGpIKJUGa2W3EHqM+IPgazdK+tcWEOacELB7GytLHjIPRUY1T2edXX7WMXbZi0t2LSOnEKMN5kJUqWtXRzzA8/XNR3qPQF40BenLNqCKS+1ybkEkodR4KSTXo5dLW1cG+Si28ke46kc0/5j0qPtcaIsesIi9O6rt4CjkxpCeRz4KQrwPmn+Iqylqv3uC8YIGPXzPdUtPRutOWxElhOcdvIdlR+23ibaHi7GWFIWMOtLGUOJ8iK/F0s8WWwu+6dcDJSCqTDWfw8+oPiP1FbhuftVfduLgES21SrW8o+zzW0dP3VgdDUXalmzIaGrdAjuB+WjiQSkgcGSCv1GQR8QahSgx7q6hcJRlqwt/vT06Y1ZISuF57AUrwR/LPpX41Fd0bb2tNqssD2+5SU5l8xhpB6pyfzHPyFbVpWy6TYZkac1Jqy32adOiLdS/MbcdU3xHhC+FtJVxcyQOX4TW1ad2Q2mmPKFw7QFiuL7vDyfs0hoJI68wUj61lTU0VUCZpmsHnkn6AqLcK+oocCnpnynGfZLQPm4hVluOp7vq+S1Y75aPYrfNkMh9xMjKkpSrPLHrUnbT2Bdin3+PKJyh1sJWefGk8RBrPb3bD6D2t0RG1Bp/di26ouEu4NxhGjd3xNoIWsr4QoqSBwgZPmBXf0+pKLLEmvN/tlxmi6sAkkAcs/Wo1TDFTv8OF/OO4BH31U6inmqY/FnjLDnYkE+umi7mqGWRYRKeGFNPtqaHl7w5mte3EiyrjBfdDiEttNFSlE+nSsvq+6W9empKUurUtCUrSEtLOcc8fhrTdeakYvGmFSLbJCWZjAUh1BJ4VAe8k+RHTnUKb3SfJXFv/ALdg8x91p+xtuaud0chquCIQemNNpeUcBBKxgn5kVbiZs5bbW77XqTdqHxeKkNoe/wCMmqjbGxrXKmrbvE8Qoa7g0l1/h4u7SSMKwfI461bOVojZVhxX3nuvKeWOeEsFGfgUtqFa7b/7RnorfjUYv1Tn/q/AXS1VpXbFjTcyXF3Lemzmkf1dhEPgDi8jkeXT58qjbSotCdRRhql2aiChRDnsnN0cuQHlzIrdtWq2Ui2CTCtV41FPuKE4iKVIHc8eRzOQnHzB6eHURrpS7WG331uTqq2LukBAUlcZLqk8ZPmUnPI1NXKqYpKNhIYEh616jluHmA/xDPxKV1FO+d20PNsCDo3TzltSiNK79anlLKwQnhyFdMYP1qR7ZuXsvHTxNbNqV5LVMJH+2DUS9o/dHRmoLaxb7Dp6NaHO5daDcbgPe8ZRgkpA/Dwq5+uPOtFS8Rwuc49Crex00tZcoIomlxLm7euvyGqu/wBmDera687d6N0DA1VEav8AHs7KFW54lt1RSOFRTnkrJ5gAk4PSp8rxK1ebrZ9P6f1FZ5rsOZbVMPtPNKKVoJSACCOfUir9dj3tq2rdSAxoLcq4x4OrYzYSxKdWEN3JIHmeQd8x+b49flNMAxrXdgs7tbnGeaaHXDnZHbU6+it3XXnQYlxiuQ5rCHWnElKkrSCP1rQdXdobZjREcv3/AHDs6PeLYQxID6ysflw3nB+OK0Pajtnbc7y7onbfRttuJHsTksTpPC2CpB5oCATnkeuflW41MLXBhcMnooEdprpYXVDYncjRknBxj1UT707Y3vb26qOO9s0pRMV9tISPPgWB0UP1FaNYey7uPrue3fdMWxFrjkEqfnEtoXz/ACpxk5+AHiDXoXLgwrg2lubFafQlQWEuICgCPHnX2ShKEhCEhKRyAAwBWYjwcgqDzkjBXn9cezvqe2a1VpS4obRwhLq5aP7N1k9FDx8xjzq0m2W01rsVrYjRY3cxQAVuEe++rz/6+VSlOstqubrT8+Ay+4zkNqWgEpz1xXcSlKEhKUgAdAKm/uXCPkaq19C2WbxJDkDYL8MMMxmUMMNJbbQOFKUjAAr6UpUZTwMbLq3K2wrtCet1xjofjvoKHG1jIUDUXXfbrVunIklnQ85t6G424kQ3jgoyDySfnUt0rNkhZtstE1OybfQ9xuq0bT6E3S0LdZr07Sq5CJbCE8ZkJBHvZx1613929H7oa+bgRoOlkspiKdcClPJzzSOROfHGOlWIpUn968y+NgZVcLLCKU0fM7kPp3z2UEaag7zWiwW+0MaZjMiMwhvK3BkYHjzrWLLsRuI5qi5ahvMC1rRP9pWhC3ubbrigQrHCfX61Z6lGVskfNygDm3WUlnhl5PEcTyba/wCS8utUbb6k241C9aNX2sxZCsvNJCgpLjfEUhaSPAlJx8Kzti1dp+Iw3BXp1BfGAXiSST/Kr56/2f0HuY4w/q2z+0vRklDbrbqmlhGc8JUkgkZJOPU1olh7Iu2VjuzNzU5PmttKKzFkrSppZwccWBkgZz18K6SLiCnfEBUNPMO233XDTcF1sFSTQub4Z/6tT9vsqq6a3Cs9kvxZmW8ll9aE98rH7I/mV0yRVntgtZ6e1LqKZFsshb62YvGtXAQkDiA6/E1uE3s47PTrm3dXtGxQ43j9m2pSWVY80A8J+lbtYNKab0tG9k07ZIduZPVEdkIB+lVdzuFLWDmja4O8zouhsdkuFtdyzyNLQdMA5/H5WWpSlUa65KUpREpSlESlKURKUpREpSlESuvOgRLjGXFmMhxtYwR4j1B8D612KU2QjOhWpv6GE5lVvucxE2GpWCl5oFZbxzST0J8M46evOtV3u0XttD2ou10v+nYKYul7bIlwVIb7tUdaEEoCFJwRlQSMZwehqVqgLt0XqLaOzRqtiS9wKuYjQmcHBUsvoVj/AAoV9K11MxbE57ugKl2miFTWxUzNOdzR8yAvOm83/Smr+5vLVzDF4aUrKHU4LiB+JORlIPiOfUetfR6+R7TZPvFLgc4gSgpOeI+PSoetaAXWXAfzlR+HP/lWUizppD7bsh8MqWopBTkeWfPxP1rmIb04f2jcjyXtF2/TanY0ftZSD2dqPpg/dTZaE2jVG1huUdtLrrxLxUeZStKyD8OVSFawllhLSR7raQgfIVGexLCp2jpltaOWjKfSgEHySfH1qTIaVJZOQQc88ir+KQSsDx1XkdfSmhqH0zt2khZdMdqXFcbdA4CnCgBkmtU2e2rtUzdm/MPQFTrM3py6THorwC2kvhlXdLKcYyFdOXWtthkiO4cZ4s4qRext3cjdnV7b7IWhy1Ib94ZBHecx9KyLeb2VFik8I846YXnXarldbBcVyIH4V+660vmhxPkR/Ot2a3anMNhgWySlsJwkGYkhPwy3kfWvWdHZz2ITIelq2i0k68+4XHFu2llwlR6n3knHyrz7+0324sO3l307d9D2SLp+PMQtlxm1sJjNL4QDxFLYAzkkfKqiC3VtI3kZKMei9LufGHDl7nE9VQuL8b82M+uN1Az+vtRSXy/CbUlPMkLlPq/gsD9K6dz1tf5THdyWIaeZHEoLWP8AbUR/71Pn2YMiHqiXuptvc5JXJ1Lp9KWS4SrCQHW3Fc//ABkVT6BDky5txsYU4tUWSpaBxckAK4VHHr7n0reaSrI9qb6KrbxHYWOIitjfi8n8Lb4GrL+w9i2z4OQR7qI7Bxn4isg1p3VuqJhnvR3H3HCOJa1pAA8AOeAPQVjtObc3ZqcgqbPC5gg4PnU02K0SLdHQy6OHh4gfiMVpktpl0llJCn03HgthL7fRRRuIxkA5/Cx+u7ItGkmG8NrEOMwHkn8KuHh+fUCocvzkru2XoSW46mljhLLfBj5gVaSfam16VuIcKFqciEoJGRgDI5VV2ZuPYH2nrdPuMngUShTcRvuAfjwoOfnUe4scx7C3OFacD1cdTFN4obz82cnAOu/1XWnXGbLSy9JfWtQWMlaiTkipn7FF1lWjtP6PRHeLYnPLjOjP4kFCiR+gqClOtuwu8a4u7yFI4jk4zyzUgbH3iTYd5tF3WGcON3eOgHPgpYSf0UaqIHeFO13Y/leoXimbU2yeEDdjv8Oi9xR0rmuEnIB865rv1+SEpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURcEhIyTgV5/9vntJbf660R/2Z6KmLuj8S6tvy5jaMR0qbQ6ngQo/jOT1A4emCfC2HaP1dedKbWXb+jUd568XJswYnddWysYW5nII4U55+BKa8jtx7VcrDFat1xYKH3nFurKlAqP4RzP+L61RXurdFEYW9d16V+m9kjrriyrlPuOy0eYGcn0WowXUoSkAc0gn1rpWzV05yKp+1wru+0FKTxNpcUEnxGAcfKv3lLbLry3AhKEnKicAcialvsx2SFcLfe350NuRFceb4EKzhKiFEkEdDgp+gqlttKyozz5XqHG95mtDWmEAk5zkZ7BblsA6+vSEedLbW04+p55SXE8KhlZAyPlUkzFISkLS2SXFdfTGa/MTTllgtKYgF6G2lB93ksefpiuvIM+HAiMRbw6hTysBxxIICPIAY8K6iICNoY1fnyvmNZUPqHbuOfms1AATEXkYwjiHzP8AzqYuyBbw1rnUEruutuR7+OWS50zUNBdzh2d95c9Mxxs8LSlMjB8sjPPn61aLslWGXE0RM1FPSA9dpPujuuDCUDGU/ukk/SpDfacoD9GqdapF9qPphy6bXWy7NpCzFk8+XNKU5yf9sVd2q9dujTiNQ7BXcFnjXGUHOID8KcEn9UprZJ7q1R+8F5u9gfdGwbO7/MX7VUxmBaJtpmwpUp0kBpISHgQBzJJZCQkcyVADJOK1+7xrFeN57vf9KW9yFYrvOlSIUdxIStqMsqWhKgCRkAJBwTzFdPbXQzMoG+XFoKCiUsNkflHLi+f8ql+DpWLJjFxi2Bc1oYiupc4O7BPvAjoeWfrUdz+iltjxqsxak2Fv2OPcHxGK2CQ7gYKxjCMZGScn6VkNST7XpttMh2xXS4tKJWsx0JSkJUDjiKj6HkDmvnCsvcWyW9cAl2Yw22GQk8mx3gyfU45fWsxqon+j+cH9qxwdfMgf51qzgrYdlw0Dc7YhEKE1GjuRiQtTpKgnGMEEnPLyzUB786V0rZLLb5UWO01JLhZMhYCS57pIGPiKnayPR3LFb0oeQVFJRwg88YqKO0Jpxq/6Ia7wlK48ttTZScHiUeHr86j1OCwhy6LhqV8Vczwxkk4x3zooJt3FItXEVE/iScDlyNbBpy5O2e/We8MKPHElsvI5+KVA/wAq1u3tXK2R1W6VGKwnI40EZPxFZKK+hCGVk/2a09R0INcnJo8kd1+lKdhkpw2QY0APywve7T0tU+w22a4ffkRGXVfFSAT/ABrIVo+yV/TqjabSl+Tj+t2qOs4PkgD+VbxXoMbudgd3C/H1TGYZ3xnoSPkUpSlZrQlKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlcHkM1zWi74aza2+2m1Rq12Qpj2G3O8DqTzQtY4EKHwUoH5V8JwMrJjedwb3Xnh2p+19dtR72TNF6dvjzNktrpgRwwAW3FjkpalfvK6fIVXPXd7k3xUaXKfU44oFKyT4hSgf5Vj7tqG1xXXnWC2VPuqkKecALzyyclaz8egHIfrWOVrPQ06cpEycthtKicqB6k+HlXH3ekneWyAE53xrhe+fp/d7VE+SHLWCMDlJIBdnQnX5rpzWFXOM7bIrLpLmEqWOgwRn49Kst2abKbfoVbriSFSZrq+Y54SEo/ik1BI1Vt0jCmNSRWyOmUkE1YjZe9x3tPMBhYciuKJZWkciDzBFZWd8geYnMIG+oXz9SDRz07KyGUOdkNwCDpqenmpElpW3EkuoSSpLZwB41rN0u8abKgRG2JCO7CeILbKccQwK3VDbLq0x31LbQ+sNlYGcDmc/pWLu6LPB1ZCgMy++E0BsKWjAbKUnFX4OCvE3a6hfH72gybYxDjP5fWv3m8EHrkmrTdlDcZOodOStGTnU+2WVwlgeK46jy+hyPnUAXm0Q7MywsTWHsNrSAkc8nnmsv2VWX3N4IxZfcbHsshbnD0WAPwn0rbGSHLQ8ezqrx1o299kXqLafU1pbSkqdgLVz8kYUf0Sa3mupdoDV0tUy2P/wBnLjuML/0VJKT/ABqU4ZBCjA4OV5AaA01It95vWln3VONxe6lRHVH8iypJR8BwfrUkR0C3tezJGHeivSirf7BqGYlDXCe9U1xEYVhJOAa7E1hbdwUDz4wkj6CqtryTgqzIX2tcAT/aoS1qQJDCk8SeoIIPL6V93tPvR7QmTcHpD7TTKwpbwATkZ6YAHhXds9oub5d9kZWHCw4E4654TjHzrPSrffNQWf7pnd6pK08C0lOABWwrXnVa1atIRbbafvSKzEaZK1LSpJGVJIH86gztFzHougJSI7hS6w+iQMfuKzVibVpGVBtKbfc5bCCQASHOh8eVRD2kdDIXoq+SIbhWlEVxaFeB5c6+hofo5bYZ307vEjOCNVWm2bl6TXb25UmUtEhaR3rKGCtSTjn6Yroy90LL7yIOnnZBz+J1QQk/Ic6iGA8IsxtR/CThXwNbm3AC+6XwZS50I6HFQ22KlY7Iyfiu6k/VC8yxCMcrSABkDU/M4+i9j/s6d09J612UZ0xbLst28WR1a5sR7ktlDiiUcIyco6gH0q19eKfYj3eXsbvrZJswOLs+olJsk1KVYCO9WA04f9FXn0BNe1aVJWkKSQQRkEeNXMbBG0MbsF5xVTyVUzp5TlziSfUrmlKVmo6UpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiVRj7VvcE2bamwbfQZhTL1Dce+dZbXhZZaHLKRzKSpWPiKvPXk99pBdLxfu1xp3T0eUlQtEOH7OjH9kFnvVE+fia+HZZN3VSdRafnWHTlqmzEOJeuXGVlwEFIGMJwfQitYXEaUQoozxAHNTf2hpkeZY7JKbfC0GRIShOMKJATlWPL1qNWLS2uHFeIGVsIX9RXxo5gpDXmN2i102BiYiLwYLhfU2U+YIBB/jV+NubJbbZJtuk20pS1Gtgd58uaSlIP8aq3tRpi1XjVC7fcWFuiOwmS0EKxhzvm05PmOFSuVWQVffuN7Wep0p4jp+yEt+RKW1ukfUCtTxrhbBM526naLDtcmGEpyVMOci2M4OPEmugnRVkl3Jm5S3pHtDbnGjLfuDHStG2Yud5u+1tkvF9mKkXC5NrlyHODgytSjyAHQAAAegrckl0DKXVg+iqinOdFlkHdZG56VRcVF1U1tCG0rwDkEkj1rceyBZC1ra+S5DGVRISUNuY6KUvBGfhUe+1S8ke0OY9TmrD9mBBctd6lOJHEX20BXDjI4T41shJLgCFqlxyqcK4PQ1zSpqiLzy3nt/wBw7rX+EI4ZR7e442gDlwKPEk/QitWuTziCJiQCppsqHxTzH8qlTtfW77r3bExxYxc4TEhAx0CQWyPqj9ai5aC7GQo4KT4fEY/lVU4cshCsmnmYCt009qKFIuUWNGeQ086wqQOM5PAkAKIT44Kkj5isnNuZUo5fkOqPmrhT9BUMWt72LXujLu4rCHYs60qJP5nA0pI/8ua3zVGuNIaUQt3UGooMFTaeModeHeY8wge8fkK2L4dNlnUSnUJw2002T4pTzrW9xYpu+jrpBlKLja2FFST0I8RWnyd9rbOSf6G6but/97hDrTfcsq9QtfP9K+CNe64uLMxF50W1FhuDu0gSOJaOLoV+BGPKsg0jVa8l3VQFrHb3SdusneWTTENpRSDx8BJ/WorhLTFkO2uWEp4Fd438PED0qc9f6rtMC2qjSbrCbITw922oLUOXp0qtd7v8SbdA7AK8tAhRUOoJqW06rU7RbZOksGKoMOcLgwttQVgpUnmDnzr3b2B17D3N2Z0hraGtvFytMdxxCHAvunAgBaCR4gggjzr+exd2UoY4j15V68/ZM6nuV67O1zscxSDHsF/fjReHqEOIQ8rP+s6qs+q1OGiu1SlK+rBKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURK8md+I51r21NWag1Cp1yPp2c1DDLKDxmM2ngJz6JP616ymvGvtC65lWztwav43VR4Zuy4clIVkLSlHIkfHFYPzynCzjxzaqLu09Ogfe9nj2hSxDEVbrSVJIKUFZCcg8wcAVH0bUH7GO0sgd20hvA8kpA/lXe381Eb/uJKVHdWqMwhtloE5HIc+nrmtC9qVxlY5Y6AVlEMNC2v1cVaHst+zS9WXy4OxUP8EFEdOV8PCVqJ4h544K27c9+Va9u9apT+zkXWY3CSOIEqQ462gjl+4pVQZshabfeZMudcFOkQY631IQopGPy8x/oqqWZkT2mz7babdW48q66hjSXeJXEVtJUSoHPX+0T9K1P3JQBSe/ct1NKWWBprS2mLYGrQwhkOynVKS82BgEBOCCSOfM1q123e3+sjjSpG3tmltuAn+rqdBAHxUalnUVp1tdL2t/T0yG3EbbS0W321ZUoZJPED094Dp4Vgrrt1uVOlpmNX+GzwNhvuAyFoz1JycHx/So4APRbFrWlN/dR3iYId62xm29CAkvyPaeJKATjiCQnJHzr0T7OMNTW2MK4lsJTcnXJTR8VNk4ST5dDVHdIadvFugT/v8svzlOhhBQ3wpI9Bk+dejWjICLZpKzQEMBkMQWEFsDHCeAZH1zW2Ee0Stcx0CzNKVhtYamiaN0zcdTzmXHWLcwp9aGxlSsdAPnipBONVH3VXe3jZo6XNLagS2ovuIkRCsKwAEFC0j58avpUB25xMqAlSSCEYyQfHy/Wu52j+2Sd0LG1puNoliChmch5h918uuN4StKwTgDnxIIwBjhPXPLUtvbsLhCOVA5R4ePjVfKMyc3RWEQIZyldXV6WIsO1XOXIcjs2rULSlOtkAt96VMoV8Ap9JPoK7+ptGWyFflTpOkH9S3VxpCxMf4SgAZAScnA5g8gPGsfunA+8dDawhglJZgpuLZH95kBwH/E0KlPSV/iaiscC9JYeeefitqcbbRnhcKQVJJPLIJNZNWLtVHOnHtdpalw2dCNRV9+VNJDqUtJSUjlkDPh5edZqBG1N7Fd0aihMtOrbSpgN5KcAHPPxOa39cmU0+p1uLHjBacftlhSiQeWQB4c/rWsax1XpGDDkRdT6vbZUW+bTLwbdSPNKU5WfpX0lfF57bp6sXaNSXWwQbPHaWxIWFvr95SiTnI8B1qN7bIck3JReWSXEkelSPv3AjnX1ylRDluRwvtKx+JChkH6VGtobUq5NJGM5Oa3wSB4I6hb66jdTiOQe64A/HqsqW8r4PXFeoX2O7+pU2vcOC8XvuBt2E5Hz+D2spWHcevAGc+mK8z2bW6t7PDyz1r2U+zG2zmaG7Pf8ASG4tONP6tnuXJDTiOEpZSkNtqHmFJQFA+Sq25ycKvdsre0pSslrSlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESvJX7QrRDWjO0tK1vEsbLLdwjxro0X0fsZbyBhxRGfeyoYI8eletVUy+0y2+jaj20s+qnYjR+6pS2Hn8ftAhwZQOXMp4kqPofnWEhDW5K3U8bppAxm5XkRe7nL1Xf5t3lsstSJby5Cww0G20knolI5JHoKx/3U4FjKk8zWQnS7XZ7k+2hz2jiJ4VJHID44rrrv8ckllk8RGEnPT16VqFQwaZViLVVO2YcKZNnY5i6N1ReG2ubpRCQB48gnl81mpkaiWgbn6Wt97mqgWyw2tUoSkOcHdvlQCAV9E5DR64yCR41FO2r7ELRlisvEO9nXJL7gH5kJUVfwCalbQV+titw9YX68xJc21oSxbWu4QpYaW2lJWCEni/FxdAR1rEuyMrTJHyO5VOkDWukZq/Z7Vr2GrhP9m3MZex6Y4qzTc9QQVRr2y5xHiKlsjrgDw+FRFI1RsdNdLc2PKbJPPvYbqB9VtYrru2rs6zsLRebbGWehU8ylQ/3TWrA6rAZ6KaLfbrnfNT2SAxPt7qpM5pCkoSpKvxAjwwelXySAEgAYArzR22/oxo3Wtp1HoS+qvDsR9CzE74uMp4TxE4CzgkfCvR/T95Y1BZYd6jNrbbltJcCFDBTnqD8DW+AjULTODoshXQv1oj3+yz7JLKksz4zkZwp6hK0lJI9Rmu/SpG6jrxN3f05M0brrUOj5xT39rmuNEg5BKVEcj4jkPrWybOXhTr4ihzHeN8gfPFWJ7d2wrjG4bG6jTS1Wq9tiNI7pvCWZSUfnIHRaU8QPIlQPlVcrMzpXTzShGc7mQVApUhwgk+QJOR8qhPA907qczUByla4wWbnc3bbI5x7taHo6ufUZwf0XWG2uuu5eptrNOGwzILcNmEInfusKDiFN+4ealBGQU+R86y9tL10Om7hbmXHUJQ4yvAzwpU31UfLiQBn1rS9t9F6pXaNR6Wf1HO02xDvsxbTbakp7yOp1XCtKkpKxnBxhQGBnxr4PZRbNddELUyuZr/c2T3ATh1KHgy1jxCgOBH1zWCRddjNOudxY7W/f5ScAJjNl4K+Cxwtn/Ea+0vQ2zenpRk6r1C9d5/Bxf1yVxOrA8k5UtVZe3apsrCfZ9B7aPy8pHA6uMGWj8VO+8PkmnMM4B+S+8qq3v7pe9am1cxeNN6PugbnRgfZmoqlqZ4TgJUEAgVEUTbrVsm6uQI1lltS2f7VpxkoW3/pBWCK9NtHIuUmTInast0WLKcSC0y2vvOBA5c1EDJ5+Qqu3av0o3M13aLlYHCy5MjFmUWllJUUnkVY8MVCqS6njMrDqu44WlhvFTHa6qPIwcEdxqtV2T0zt1oS7x7tupoNrWauAKEGTe1x0MqB/EkMZ4vEFLgUDy6V7baXiWuFpy2RbLbWLfAbiNCPFYQEtst8I4UJAAAAHKvPzsPdjNM5cLczX1uLdnjrS/borySFXB0HKXlg8w0k/hH5jz6dfRVCEtoCEgBKRgAeArdajUPYZJjodtPqoPHX9Ew1baW2jLmAh5ByM9h006kL9UpSrVcMlKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIla7uBoiz7i6Quejr60FRLkwpoqxktq/KseoOD+lbFSvhAcMFZMe6Nwe04IXjh2lezjqzYnUCvvrSFqu9plgmBcksHuXPNKlDHAvzB/hzqt0ubb79cI+m0aDiwJ0qQ2yl1riPACoZPD48s1/QNq/R2m9d2GVpnVdpYuNtmJ4XWHk5HoR5EeBHOvMHtDdizXm0mpJOvNF2R266YtMsSYkltwLkMNnnwrSPe4U808RGM4rm6i3mkk8RmSz46fyF7NZOLYr5R/sagtjqGjAJA5X9tTs76HopJ0tsFttD0zaW/uSEJDUVsh1PJSVFAyQc5H1rTbPpk7aG9pteiJF4ZuNykPuFjgcPEHnEk4cI6gA8j41osXtNXZlCUzbBdGcDHuMlYOB4EUhdqS2Rk4mtTWVqUpakqiuYBUok88eZqaKuMjdcDNw/c2OPNC4/DP2W+f0s00+CbzthcYvmVwiv/wBNRrEy7zs5JX3czTM2Lk8ybe+gD5qSa+MTtMaSeSFO3BlGeWHDwn6GsvF310bOHKZBcB65Uk1sE8Z2coElsq4/eiI+BWR0LY9JSbkq56GS603x5eU2cFSynh58hjkBV9dn9XwNQ6datUeK9HftTKGXUukHiOPxAg9DVKdM7j6fMQyoSY7YdWcKbKcKSByPL1z9Ks72XZyb7CvF9bcSpvvERxjxIGTUmB3tYUCeNzW+0MYU70pSpahrB610fZdfaXuGktQMFyFcWS05wnCkHwUk+CgcEfDnkcq8tdxdlJ2yGtLratSwnZkYL72JMUAoqQfwrST+U8sjwPXoa9ZqhrtSbSTd0dtpzemoUZzUcFsuQi6nJdR+dnr4jmM594DzNaJ2+zzDcKVSHmkERIAcQMnYeZ8u6rdoSfZZOmLfNISjja4FJCOHCknhPu/l5g8vCsZrOy6KvDjzdwZIS8kLWW31NlZHIhWCMjknkeXWtE03sp2t7dp+PGhaHkhlt4xg5LSUvDIKuIoJyUjBHF0yQPGs5H7He/mt5Y/pVcZ0f3fwNAsN4644iRz+dQWyvkHsMPxGPur19qip5CKioYAOx5vkG5+uFrypWz+h0EstW2OpJ80k1hp/aDtLeWNN2SZNIPCChrgT9TjlVidHfZz2GKpuTqKe0VLGV5JddSr48gf8VTXpbsh7RabDanbWua4lOF8WG0L+SRn/AGq2eDUSbkN+v8LDx7PT9Hyn4MH/AJH7LzyZ1ZvJqu5Ni1WlFuRJUiMhSm1L/GsAHOAB1HnVrdoewVLianZ1dvfqCLfXIxS41AjKWptxXUB1RCfdB/KkYPnU27W7CsaA1fdb9JRbpESQkpgtAKcXH/acQPvj3SByyDUw1k2gY4gykux32+SP4klhaWW+NsORgluS7B6cxyR8ML5sMMxmUR47SG2m0hCEIGEpSBgAAdBX0pSp65tKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESvjLiR50V6FLZQ8w+2pp1tYylaFDBB9CCRX2pRFUK3dmq+w9wF6YbsTP9FY8xPdTC1zXFOFH3j+fB4enUGpHm9kPbqSvibS0kePHCacJ+ZqdcVzWrwWdQpH7qYe64j4quVy7FG3c9opLcJZP963oT/u1qcn7PzQr61D7vsoSo9e7cCsVbmlYmmhO7QpDLtXRe5M4f/Y/yqyac7AuzNuhPMXhmbIdcKS2qNKWyGQAchPM5z8PCpe2o2V0Zs1DnQtHm4Fu4OJdeMuT3pykYGOQxyrfaV9bTxMdzNaAVjNc6ypYY5pXOB3BKUpStygpXHWuaURcYHlXNKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlEX//2Q==" width="303px" alt="best online shopping bots"/></p>
<p>Now, with that said, it’s important to first take one simple fact into consideration. So if you&#8217;re looking to buy a PC graphics card at normal retail pricing, my advice is to try the steps below. Why the bot was able to snag the GPUs may have been due to a change I made. <a href="https://www.metadialog.com/blog/online-shopping-bots/">best online shopping bots</a> These proxies can trick a website into thinking your bot is coming from multiple IP addresses instead of one, enabling you to avoid getting banned. But perhaps more importantly, the proxies can accelerate your data requests to an e-commerce site at up to 100Gbps.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="306px" alt="best online shopping bots"/></p>
<p>Found, was how AI bots&#8217; responses could sound like a &#8216;backhanded sales pitch&#8217;. &#8216;It was a similar story for its recommendation of local rental Flydrive,&#8217; Which? Support chatbots are the most common type of bot and one of the most useful for marketers.</p>
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<h2>What is the smartest AI chat bot?</h2>
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<p>Google Bard</p>
<p> Of all the AI chatbots we&apos;ve tested, Bard is the most well-rounded. Google&apos;s in-house large language model, called PaLM2, is one of the largest, most sophisticated ones on the web.</br></br></p>
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