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Milvus is an open-source vector database for AI applications. It provides a variety of installation methods, including building from source code and installing Milvus with Docker Compose/Helm/APT/YUM/Ansible. Users can choose one of the installation methods depending on their operating systems and preferences. However, there are many data scientists and AI engineers in the Milvus community who work with Python and yearn for a much simpler installation method than the currently available ones.

Therefore, we released embedded Milvus, a user-friendly Python version, along with Milvus 2.1 to empower more Python developers in our community. This article introduces what embedded Milvus is and provides instructions on how to install and use it.

Source de l’article sur DZONE

Plusieurs événements ont complètement bouleversé le statu quo ces dernières années. Inutile de les rappeler, vous l’avez sans doute remarqué par vous-même. Notamment au moment où, en tant que responsable financier, on vous a demandé d’apporter votre aide continue pour piloter la stratégie globale de votre entreprise (en plus, bien sûr, de votre travail quotidien qui consiste à gérer chaque centime dépensé par la société).

Les choses changent, c’est une évidence. Mais la véritable question est : avez-vous été en mesure de vous adapter ?

Notez que j’ai dit : « avez-vous été en mesure de vous adapter ? ». Car il est fort probable que votre capacité à suivre le rythme des évolutions du marché ne dépende pas d’un manque de volonté. Mais plutôt, comme de nombreuses autres entreprises, de solutions ERP ou financières, qui ne sont potentiellement pas assez agiles pour vous permettre de vous adapter à des bouleversements soudains.

 

Selon un récent rapport Aberdeen intitulé « Le pilier de l’agilité des fonctions Finance et Comptabilité », les entreprises se rendent compte que les solutions sur site ne sont tout simplement pas à la hauteur. Et si vous êtes condamné à travailler avec ces systèmes hérités, chaque jour est un constat de leur ancienneté et de leur manque de flexibilité :

 

  • La budgétisation et la prévision prennent trop de temps et de ressources.
  • Les processus de gestion ne sont pas adaptés à la volatilité des marchés.
  • L’évolution des demandes client dépasse la capacité de votre organisation à changer.

 

De quelles solutions disposez-vous ? Comment êtes-vous censé faire évoluer les systèmes, processus et politiques de votre entreprise de façon suffisamment rapide pour rester au fait des changements mondiaux qui vous imposent cette évolution ?

C’est le genre de question qui empêcherait de dormir les responsables financiers les plus aguerris. La réponse vous intéresse ? Consultez le rapport Aberdeen. Ou cette page sur l’ERP Cloud. Vous connaîtrez enfin la réponse.

La réponse : l’ERP Cloud

La première tranche de 20 % des entreprises les plus performantes est 39 % plus susceptible d’avoir adopté l’ERP Cloud pour accélérer et simplifier les processus comptables et financiers. Qu’en retire-t-elle ? Des données plus fiables et plus rapides, ce qui se traduit, bien sûr, par des décisions plus fiables et plus rapides.

Être en capacité de réfléchir et d’évoluer plus vite dans le cloud aide ces entreprises ultraperformantes à améliorer encore davantage leurs performances. En moyenne, elles sont :

  • 35 % plus susceptibles d’avoir une meilleure collaboration entre le service financier et les autres fonctions de l’entreprise ;
  • 40 % plus susceptibles de disposer d’un workflow standard pour la prise de décision ;
  • 52 % plus susceptibles d’être en capacité de faire le lien entre les performances et les processus de gestion.

Si vous allez encore plus loin dans les détails, vous observerez que les entreprises basées sur le cloud sont plus agiles que leurs pairs, grâce à :

  • une prise de décision 111 % plus rapide ;
  • une durée de cycle réduite de 111 %.

Imaginez disposer d’informations financières instantanées et précises, que vous pourriez partager avec les décideurs de toute l’entreprise. Quelles différences verriez-vous dans votre quotidien si vous pouviez résoudre les problèmes immédiatement, au lieu d’attendre d’être en possession des données dont vous avez besoin ? En quoi votre capacité à piloter l’entreprise serait-elle différente si vous disposiez de ce type d’informations et d’agilité ? Comment pouvez-vous observer des conclusions telles que celles présentées dans le rapport Aberdeen et ignorer les changements que vous devez apporter pour rester compétitifs ?

Rassurez-vous : parmi tous les changements à venir, le passage à l’ERP Cloud fait partie de ceux auxquels vous pouvez vous accommoder. En réalité, c’est peut-être même la seule façon de survivre.

Lisez l’article d’Aberdeen ici.

The post Vous n’aimez pas tout ce changement ? Ne vous inquiétez pas, ça va changer. appeared first on SAP France News.

Source de l’article sur sap.com

Live chat is one of the most powerful tools for customer experience in the current marketplace. 

In a world where customers are constantly connected to the online world, online chat is a reliable way of getting quick solutions to common problems. 

Today’s consumers prefer talking to an agent over chat to calling a contact center, and they often feel that live chat is less frustrating than waiting for the right person to answer the phone. 

Of course, like any digital tool, live chat is only effective when using it correctly. Today, we’re going to show you the crucial KPIs you need to consider if you want to ensure that your chat strategy is delivering a tangible return on investment. 

The Most Important Metrics to Measure for Live Chat

These days, implementing live chat tools is easier than ever. 

You don’t necessarily need to hire a professional developer unless you want a specialist widget with specific functions and unique branding. Many plugins and tools for sites built on Shopify and WooCommerce allow you to instantly access chat functions. 

However, just because implementing live chat is easy doesn’t mean that there aren’t countless ways for your strategy to go wrong. Keeping an eye on these crucial KPIs and metrics ensures you’re making the right impression with your chat strategy. 

1. First Response Time

First response time is a crucial live chat metric. This measures how long customers need to wait before someone responds to them. Technically, this metric only refers to how quickly an actual agent responds to your customer, so automated “thanks for getting in touch” messages don’t count. However, immediately responding with one of those messages can convince your audience to stick around for a little longer. 

The faster your agents can respond to messages and solve problems, the better your brand reputation becomes. The good news is that a good live chat strategy can lead to pretty quick response times. The average time for an agent to see a live chat message is around 2 minutes and 40 seconds.

To improve your FRT statistics, make sure you:

  • Invest in chatbots: AI chatbots can support customers 24/7 with handy, self-service functionality. These tools will also filter out the customers waiting for an agent who can find a solution to their problem on your FAQ page.
  • Prepare canned responses: Quick responses to common queries can help you to address a problem much faster. In addition, preparing canned responses will ensure that your team members can quickly respond to more customers. 
  • Increase your resources: Ensure you have the right hand and enough agents to handle peak demand.

2. Average Resolution Time

The first response rate only looks at how quickly someone responds to a customer’s message for the first time. However, it doesn’t show how rapidly you deal with client problems. Average Resolution Time is the metric that helps to measure customer satisfaction by seeing how long it takes to get to a point where your customer can close the chat. 

If it takes too long for your employees to solve problems, there’s an increased risk of your customers becoming annoyed and frustrated. Additionally, the longer agents take dealing with each individual chat, the more other consumers will have to wait for someone to become available. Finally, the longer it takes to resolve an issue, the more customer satisfaction decreases.

The key to success is ensuring that the right agent deals with the correct customer and that everyone on your team is empowered with the appropriate tools and information. Boost resolution time by:

  • Giving customers a quick self-service solution: For common questions, make sure that you have an FAQ section that you can direct your customers to. In addition, a chatbot that can offer quick canned responses to regular queries can save time. Plus, they’re great for reducing the pressure on your agents’ shoulders. 
  • Integrate CRM tools with live chat: Make sure your agents have access to information about each customer as soon as they start the conversation. This information should include the customer’s name, what they’ve purchased before, and if they’ve issued any support tickets. Integrating with the CRM makes it easier for agents to jump straight into the action without needing the customer to explain everything first. 
  • Keep resources handy: Your team members should have instant access to all the information they need to answer customer questions. Ensure that searchable data repositories are available for everyone on your live chat team. 

Remember, routing tools that automatically send customers to the agent with the proper knowledge or skills will also improve response times and reduce the number of times a customer needs to repeat themselves. 

3. Chat to Conversion Rate 

Live chat tools aren’t just an avenue for problem resolution. Although customers can get excellent service through live chat, they also look to chat to collect information before a potential purchase. Around 38% of customers say that they end up purchasing a positive live chat experience. 

The live chat app on your website can provide real-time assistance for sales queries, converting leads, and maximizing your return on investment. However, to determine how successful your chat system is at encouraging sales, you must look at the chat to conversion rate metric. 

Essentially, you measure the number of chats your company has been involved in, then compare that number to the total number of conversions from those customers. It might be helpful to narrow down your results here by using your data and analytics tools to separate your total number of live chats into those intended for sales information and those requiring assistance. 

If your chat to conversion rate isn’t as high as you would like, there are lots of things you can do to start making a positive impact:

  • Automatically launch a chat: As soon as someone comes to your website, launch a chat window with a bot that asks whether you can help your customer. You can even include a list of commonly asked questions so your customer can get help faster. 
  • Follow up on chat conversations: Make sure you follow up on any questions that customers ask on your chat widget with an email. This is a great way to reach out to customers that may have been distracted and ended up abandoning their cart.
  • Personalize suggestions: Use AI insights and information from your customer management tools to determine which products are most likely to appeal to each customer, then suggest those items. Remember to ensure that your tone of voice in the chat matches your brand too. 

Remember, the faster you can answer customer queries and address their concerns with your live chat strategy, the more likely the chat will lead to a sale. Ultimately, customers are convinced to purchase when they believe they can trust your business to deliver excellent experiences. 

4. Customer Satisfaction Score

The customer satisfaction score is probably one of the most critical metrics in any customer experience strategy. It directly measures customer satisfaction levels and gives you an insight into how well you’re doing from the perspective of your target audience. 

The best way to measure CSAT through live chat is to add a survey to the end of the chat session. For instance, you could ask, “How would you rate this session on a scale of 1 to 10”. Then, based on the score, you’d calculate a “Net Promotion Score.” Each score falls into one of three categories: “Detractors 0-6”, “Passives 6-8,” and “Promotors 9-10”.

The more information you collect about your CSAT score, the easier it will be to determine where you’re going wrong with your live chat strategy. On the other hand, if the score is pretty good after a chat session, you’re probably on the right track. To improve your overall score:

  • Encourage feedback: Getting people to leave feedback, even on a live chat app, can be difficult. Offering customers the chance to win something in exchange for their insights could help you to get more data. 
  • Follow up: Connect with your “detractors” to find out what you did wrong. Follow up in the live chat session by asking if they’d like to leave a more comprehensive review. Alternatively, you can send an email asking for additional information. 
  • Reach out to promotors: Connect with the people who give you the most favorable scores to ask them for their insights. Find out what they enjoyed most about the experience and request a review that you can place on your website for social proof. 

5. Missed Opportunities

The longer someone waits for you to answer their question in a live chat or respond to their initial message, the more likely they’ll give up on the conversation. Unfortunately, this means that your company ends up with missed opportunities. You lose the chance to potentially make a sale, delight a customer, and strengthen your brand reputation.

While you might assume that your customers will know you can’t be available to answer all of their questions immediately, that’s not the case. INC tells us that 51% of consumers believe a business should always be open. So every missed chat is another negative mark against your reputation. 

If you discover that your team is missing a lot of chat chances, this could be a sign that you don’t have enough resources available in this area. However, there are a few ways that you can reduce your chances of missed opportunities, such as:

  • Hiring more team members: If you know that there are times of the year or week when you have peaks in demand, ensure that you have the correct number of staff members available. 
  • Using chatbots: Chatbots won’t be able to answer all customer questions, but they can deliver quick responses to commonly asked queries and reduce the risk of lost opportunities.
  • Provide alternative forms of communication: if your customer can’t reach you on live chat, make sure that there are other options available, like a phone number and email address or a form where your customer can automatically submit a ticket. 

6. Total Number of Chats and Tickets

Keeping track of the total number of tickets your customers submit, alongside the number of chats your employees engage in, will give you helpful information. First, the total number of conversations shows how many customers are taking advantage of your live chat function on the website. 

You’ll also be able to compare your total number of chats to the number of resolved problems you deal with for your customers. For example, comparing your total number of chats to an unlimited number of tickets shows you how many customers have been left to rely on other sources of communication. You can also see how good your employees are at following up with tickets issued by customers. 

When you’re analyzing your number of tickets and chat sessions, you might notice that many of the queries you dealt with were connected to specific questions or topics. If that’s the case, you might be able to create a new FAQ page for your customers or provide your chatbot with extra information that it can use. 

If you’re getting more support tickets through alternative means than live chat, it might be time to ask yourself what’s wrong with your live chat performance and why your customers choose not to use it. 

Improving Live Chat CX for Your Business

Live chat can be a powerful tool for improving customer experience and an excellent way to strengthen your relationship with existing and potential clients.

Step into the shoes of your customer and discover what it feels like to walk through the whole live chat experience, from the moment that you send a request to the live chat team to the moment when you close down the chat with a solution to your problem. Other quick tips include:

  • Getting the software right: Make sure your live chat app is easy for your end customers and your employees. The chat app you use should be convenient and suit your brand. It also needs to collect information effectively without causing problems like GDPR and regulations. Get a developer involved if you think you have a problem with your chat functionality. 
  • Guide your team: Remember that your team needs to know how to use the live chat tools available effectively if they’re going to deliver the best results to your customers. Make sure you give your employees scripts to deal with problems if needed. In addition, chatbots that can quickly grab information from integrated CRM tools and other solutions could make your agents’ lives much more manageable. 
  • Pay attention to feedback: Ask your customers for feedback on their live chat experiences whenever you can. Ensure you pay attention to what they say they like and dislike about the encounter. If you can listen to your customer’s opinions, they’ll give you a lot of helpful information to work with when you’re enhancing and optimizing your live chat strategy. In addition, listening to your audience shows that you have their best interests at heart.

Remember, as well as customer feedback; you might be able to ask your employees for their insights into how you can improve live chat performance too. Employees also work with these tools regularly, so they know which features are more problematic than others. 

Measuring and Improving Live Chat

Live chat functionality isn’t something that you implement into your website and forget about. Instead, like any form of customer service or engagement tool, your live chat solution should be something you test regularly and constantly update to suit your customers’ needs. 

Knowing which metrics to measure when examining live chat functionality and performance will boost the experience you can give your audience and even open the door for better relationships with clients in the long term.

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The post How to Measure Live Chat Performance first appeared on Webdesigner Depot.

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The evolution of new technology significantly impacts today’s society and various other industries. While a few developments more or less affect the entire work industry, artificial intelligence (AI) is a relatively new and controversial technology. 

This technology has been advancing steadily in recent years and is now being used in numerous industries. From a business standpoint, it has improved workflow efficiency and manufacturing processes and generated new work opportunities.

Source de l’article sur DZONE

Today no less than 60% of companies are either exploring the possibilities of adopting artificial intelligence or trying to realize its potential to transform the way they do business. The problem is that a significant portion of them (one-third) struggle to produce substantial change with AI.

The lifecycle of an AI solution usually consists of problem definition, data collection, model building, model fine-tuning, and applying the solution to solve a specific problem. Various experts build the solution to solve business problems. Still, a problem solved by a data scientist does not automatically translate into a constant stream of actual value for the business. Once deployed to production, the AI solution cannot be left as-is. Like any other system, it requires continuous maintenance. However, any AI solution’s maintenance differs significantly from the maintenance of other systems (e.g., microservice-based applications). The performance of any AI solution can be affected by many factors, and if the maintenance work is not done, the solution will cause problems instead of solving them.

Source de l’article sur DZONE

The 2021 RT-Thread IoT OS Tech Conference has 1500+ developers registered for the conference, over 20 topics were shared, featured on the open-source RT-Thread OS projects and the new development RT-Smart Micro-Kernel OS, RISC-V ecosystems and associated manufacturers introduced, STM32 ecosystems, embedded projects showcase, IoT security, trending technical knowledge such as AI, ROS, Rust, Micropython, and more!

The 2022 RT-Thread IoT OS Global Tech Conference will continue kicking off with unique insights, exciting innovative technologies, inspiring projects showcases.

Source de l’article sur DZONE

Healthcare has been at the epicenter of everything we do for two years. While the pandemic has been a significant driver of the conversation, healthcare technology—artificial intelligence (AI) specifically—has been experiencing explosive growth. One only needs to look at the funding landscape: more than 40 startups have raised at least $20 million in funding specifically to build AI solutions for healthcare applications.

But what’s driving this growth? The venture capital trail alone won’t help us understand the trends contributing to AI adoption in healthcare. But the “2022 AI in Healthcare Survey” will. For the second year, Gradient Flow and John Snow Labs asked 300 global respondents what they’re experiencing in their AI programs—from the individuals using them to the challenges and the criteria used to build solutions and validate models. These are the top five trends that emerged from the research. 

Source de l’article sur DZONE

Experienced web designers are always on the lookout for tools or resources that will (1) introduce them to the latest design trends, (2) enable them to incorporate features and functionalities that will make their products more competitive, (3) allow them to improve their workflows or all the above.

Apply one or more of these new design tools and resources. Then you could realize anything from incremental to game-changing improvements. The better the tool or resource, the more you are apt to realize your investment.

The 15 tools and website design resources selected for this article are the best in their respective categories. The degree of improvement you can realize when using one or more of them may depend on your own business needs. Or on the actual needs and wants of your clients as opposed to what you are currently able to deliver.

Browse the list, and you should be able to put your finger on one or more of these products or services. They could lead to improvement in one or more areas of your work. Look closer, and you might come across a genuine game-changer.

Happy shopping!

1. Be – The Biggest WordPress and Portfolio WordPress Theme

If your website design activities are proving to be exercises in tediousness, or you’re tired of working around a design tool’s limitations, you need BeTheme.

BeTheme can be a game-changer in that it gives you the flexibility to design what you want. Be makes building a complex high-performance website quick, smooth, and easy.

  • BeTheme’s 650+ customizable pre-built websites are designed to get your website-building project off to a rapid start. They are responsive, UX-ready, importable with a single click, and incorporate the latest design trends.
  • You’ll love working with the recently launched BeBuilder, the fastest and most flexible page builder for WordPress with which you can import from Be’s pre-built website’s 1000+ pages.
  • There’s an absolute gem of a BeBuilder Woo you can work with to create your shop or single product layouts.
  • BeTheme features a wealth of design aids, options, and settings to work with.

BeTheme is Elementor ready and is regularly updated. Click on the banner to find out more about Be’s 40+ powerful core features.

2. Total WordPress Theme

Put Total to work, and 2022 could be a very good year for your website design undertakings.

Total has it all insofar as design aids and options, website-building tools, and design flexibility are concerned regardless of the type or style of website you plan to build:

  • Pick any of Total’s 45+ customizable quick import theme demos, and you are off to a quick start.
  • 90+ section templates, 75+ pre-styled post entry cards, and more than 500 live customer settings give you more design flexibility than you are ever likely to need. 
  • The page builder of choice is an extended version of WPBakery. With it at your fingertips, you can easily drag and drop your way to building precisely the website you have in mind.

Click on the banner to discover everything Total can do for you.

3. LayerSlider

What could LayerSlider do for you to help make 2022 a banner year? Look over any of your past website designs to see if any of them could profit from adding a little spice or pizzazz because that’s what LayerSlider does best. 

LayerSlider is an animation and website-building tool that can be used on any website to transform its look & feel with modern graphics, eye-catching animations, and interactive features. LayerSlider is one of the most established and popular products with millions of active monthly users.

  • LayerSlider has 150+ website, slider, and popup templates. Templates are a great way to learn as well as an ideal starting point for new projects.
  • LayerSlider comes with a very easy-to-use and modern editor interface similar to professional desktop applications. Anyone can use it without prior experience.
  • LayerSlider is not just for sliders. It can also create image galleries, popups, landing pages, animated page blocks, or even full websites.

Click on the banner to see what LayerSlider could do for you.

4. wpDataTables

Most table or chart building table plugins on the market either limit the amount of data that can easily be processed or the types of tables or charts that can be produced. wpDataTables has neither of these limitations.

With the wpDataTables premium WordPress plugin, you can –

  • create responsive, interactive, and frontend editable tables and charts
  • process huge amounts of data from various sources and in various formats
  • highlight or color code key data.

5. Uncode – Creative & WooCommerce WordPress Theme

Uncode is a top-selling pixel-perfect creative and WooCommerce theme. More than 80,000 sales have been made to date to freelancers, bloggers, agencies, and small businesses.

Uncode’s key features include –

  • a suped-up Frontend Page Builder.
  • an advanced WooCommerce builder with supporting capabilities that include a Single Product builder and a host of customer-centric design elements and options.
  • a Wireframes Plugin and 550+ section templates.
  • a gallery of inspirational user-created websites.

6. Trafft

With Trafft, you can schedule meetings, events, on-site and virtual appointments, manage staff schedules, send reminders, and accept payments — all from a single platform.

  • Special features include custom domains, coupons, and custom fields.
  • Trafft also manages group bookings and can serve multiple locations.

This game-changer integrates seamlessly with Google Calendar, Google Meet, Outlook Calendar, Apple Calendar, Zoom, and Mailchimp.

7. WHATFONTIS 

WHATFONTIS is a hidden gem in the world of font identifiers that allows you to find a font from your uploaded image in a matter of seconds.

  • Powerful AI algorithms and a database of 850K+ fonts provide the basis for this app’s impressive search capabilities.
  • Positive identification is achieved 90% of the time. Premium support is on hand should AI yield an awkward result.
  • Cursive fonts can be identified once the letters are separated.

8. Mobirise Website Builder Software

Mobirise is fast, easy to use, and the best offline website builder on the market.

  • Mobirise does not tie you to a specific platform; you can edit your site locally and host it wherever you want.
  • Full access to HTML allows you to code.
  • 4,000+ website blocks and 300+ elegant home page templates are guaranteed to make your website-building adventures short and sweet.

The Mobirise website builder is free for both personal and commercial use.

9. GetIllustrations’ Stock Illustrations Bundle

Downloads from this library of premium illustrations can change the way you go about designing your websites, apps, and presentations.

  • GetIllustrations, with its 10,000+ illustrations library, is the biggest of its kind.
  • Featured formats include Vector AI, PNG, Sketch, SVG, Figma, and Adobe XD.

Illustrations you download come with a commercial license and are yours to keep without limitations.

10. Slider Revolution

If you have trouble bridging the gap between what your clients want and what you can provide, Slider Revolution could be exactly what you need to fix the problem.

Slider Revolution is THE cutting-edge WordPress plugin for addressing today’s over-the-top web designs. It features –

  • 200+ awesome website and slider templates.
  • eye-catching WebGL slide animations.
  • 25+ powerful addons.
  • the ability to import dynamic content from social media outlets.

11. Amelia

Amelia offers an automated, highly customizable solution to any business that relies on a manual or semi-automated operation for booking client appointments.

  • Amelia is an excellent choice for beauty, healthcare and fitness, and educational and training enterprises.
  • Clients can make or change appointments online 24/7.
  • Amelia can manage individual and group bookings, events, and employee schedules at multiple locations.
  • Amelia integrates seamlessly with Google Calendar, WooCommerce, and Zoom.

12. 8bio – Link in Bio Tool 

Many social media platforms allow you to include a link that allows followers to visit your website or an important landing page. With 8bio, you can create a link that a visitor can’t resist clicking on.

Your link can – 

  • Present a brief biographical profile of your business or yourself.
  • Feature an image or catchy animated background.
  • Showcase your product or service at no cost.
  • Use your existing domain or a “yourname” .8b.io domain.

13. Essential Grid

The premium Essential Grid WordPress gallery plugin developers assembled a collection of aesthetic, easy-to-customize plug-and-play templates that make creating a breathtaking portfolio gallery a fun and easy task.

  • Your galleries will load lightning fast.
  • They will display perfectly on all devices.
  • You can choose from a variety of layouts and mix and match adjustable grids to get precisely what you want.

14. Pixpa – Portfolio Websites for Designers

Pixpa provides an all-in-one platform from which creatives can manage their online portfolios, blogs, galleries, and eCommerce sites.

  • Choose among Pixpa’s beautiful and mobile-friendly customizable templates and customize them to achieve exactly what you want. 
  • Put Pixpa’s drag and drop website builder into play to tie everything together, exactly as you want.
  • Add content, connect with your custom domain, and into your social profiles, and you are good to go.

15. XStore – Best WordPress WooCommerce Theme for eCommerce

XStore is a feature-packed Envato WooCommerce theme that is incredibly simple to work with has acquired more than 30,000 enthusiastic customers.

  • XStore’s 110+ customizable shops make creating your own shop as easy as can be.
  • XStore integrates seamlessly with the premium Elementor and WPBakery page builders.
  • $510 worth of carefully handpicked “must-have” premium plugins are included.

There are plenty of tools and resources for designers on the market. You could use them to create websites that are a little better than the ones you have already built or are using.

What you should really be looking for is a special design tool or resource. When using it for a small investment could markedly improve both your productivity and your design efforts to make 2022 by far your best year ever.

That’s the reasoning for publishing this selection of top 15 design tools and resources. Selecting one or more could make your day.

 

[- This is a sponsored post on behalf of Be -]

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The post 15 Instantly Helpful Tools and Resources for Designers and Agencies (Updated for 2022 ) first appeared on Webdesigner Depot.

Source de l’article sur Webdesignerdepot

For decades Artificial Intelligence has been a focus of best-selling science fiction authors and an antagonist for blockbuster Hollywood movies. But AI is no longer relegated to the realm of science fiction, it inhabits the world around us. From the biggest enterprise companies to plucky startups, businesses everywhere are building and deploying AI at incredible speed. 

In fact, open source allows anyone with a laptop to build impressively good AI models in a day.

Source de l’article sur DZONE