simple presentation about coffee

Your reading of this article now means that today you looked at the cup of coffee you were drinking and wondered about the journey that coffee would take to reach your cup. In this article, we will discuss all the stages from the beginning of the cultivation through the harvest and processing to roasting, grinding, and brewing.

Cultivation

Coffee is grown in tropical and subtropical regions due to its moderate temperatures. There is a so-called coffee belt, which is the region that stretches on both sides of the equator and is where most of the coffee-producing countries are.

There are many types of coffee plants, but we will list the 3 most popular types.

If you go to a store to buy your coffee beans , you will find many of the coffee bags on offer written on it 100% Arabica or 90% Arabica. So why is that?

Arabica coffee, or also known as Arabian coffee, is the most popular type of coffee beans. It has a more complex flavor than any other kind, and it also tastes lighter and sweeter compared to Robusta.

The high price of Arabica coffee is due to the difficult conditions in which it grows, which require more care and time than other types.

According to  history , Arabica was the primary type in the Middle East before coffee moved to the West.

Now 60% of the coffee grown in the world is Arabica.

Robusta comes from a plant called Coffea canephora, and it is the second most popular coffee species. Robusta contains more caffeine and less sugar.

Robusta is frequently used in famous coffeehouses around the world, especially in preparing espresso and its derivatives, because it produces a better crema, as well as instant coffee production, depends mainly on it.

Its widespread use and low price are due to its resistance to the diseases that afflict the coffee plant, such as coffee rust.

Liberica coffee, also called liberian coffee, is the third most famous species. It contains the lowest percentage of caffeine compared to Arabica and Robusta.

The production of Arabica covers only 1-2% of the total coffee production in the world, and its use is widespread in Asia and South America. The laberica coffee’s flavor is slightly smokey, and its aroma is fruity.

This type dates back to the 19th century when the Dutch brought it to replace Arabica after the spread of coffee rust, which is a disease that affects the coffee plant.

Its name goes back to the country of Liberia, where it and some other countries in Central Africa were the originators of this species.

There are two ways to harvest the coffee trees.

Manual Harvesting

Also called harvesting by hand is divided into two types: The first type, which is the most popular one, in which the workers perform what is termed  strip picking , which is to harvest all the cherries in the branch at once, whether it is ripe or not.

Coffee harvested this way is typically used in commodity-grade coffee.

The second type, which is called  selective picking , is used to produce high-quality coffee, targeting higher markets. In this method, only the ripe cherries are picked. Usually, the picking is repeated more than once to harvest the entire crop.

This method drains a lot of time and labor, and many times the yield from the coffee crop is not enough to cover the costs.

In the following lines, you will learn how to help coffee growers around the world obtain fair prices.

Machine Harvesting

Coffee harvesting using machines also has two methods:

The inexpensive method is by using a tool called  Derricadeiras . This method is the same as the strip picking method, but with mechanical aid.

The tool in this photo is placed under the branch, and it emits vibrations to drop the cherry inside its plastic ends.

The expensive method relies on giant stripping machines. Its method of operation is similar to the Derricadeiras device. It also shakes the branches and collects the falling cherries, but in a completely automatic way, and it collects the entire crop in a faster time.

If you want to choose gourmet coffee beans for a delicious flavor and taste in your cup of Joe, then it is vital to know how they are processed.

There are two methods for processing coffee beans; both of them work to remove the pulp from the coffee beans so that they can be roasted. When it comes to your coffee beans’ quality, that is directly dependent on how they are processed. So which is better?

Dry Processing

This is a type of coffee preparation where the coffee beans will either be dried in a machine or the sun. It is preferable to dry the beans in the sun, but it can only be done in dry weather. Suppose the beans are dried in a machine. In that case, they can often pick up other flavors, especially if the machine is dirty or of poor quality.

Many countries with less rainfall, like Indonesia, Brazil, and Ethiopia, will use dry processing to dry the beans in the sun to allow the pulp to ferment on the beans so that it can be removed. This will result in a more complex flavor in the beans with a fuller body.

Wet Processing

This is a more expensive and intricate process. Still, it offers a better flavor and taste in the gourmet coffee beans. This process has seven different stages, and it requires a large amount of water.

Wet processing is used to soak the beans and allow the natural enzymes to eat away the pulp on the beans so they can be roasted. This is a newer process and preferred to bring out brightness and acidity in the coffee beans.

This fact can pose an environmental issue, and there is a potential for pollutants in the water supply that will affect the beans. One more reason is that it is important to purchase organic coffee to trust that coffee processing is safe for the product you are drinking.

Organic Coffee

If you do not know what the term “organic coffee” even means, then I am here to tell you that it is a specific coffee production method that is eco-friendly and lives up to organic certification standards.

This means that the coffee crops are not farmed with harmful pesticides. The farmers also use crop rotation to protect the fertility of the soil and the earth.

There are numerous organic coffee brands on the market today. You can choose flavored, decaf, instant, or even ice cream.

Organic coffee is becoming increasingly popular as coffee lovers are becoming more conscious of the environment and the flavor profiles that they are looking for, so all you need to know is organic really does deliver.

Suppose you have ever seen coffee labeled as Fair Trade . In that case, it is worth noting these credentials in purchasing your premium coffee product.

Fair Trade coffee means that the coffee farmer is protected so that he can have a guaranteed wage to enable him to produce a better quality product. This means that the farmers will be guaranteed a minimum price that will cover their living and production costs. This also ensures the farmers a premium so that they can invest in their own developments. Frequently, the farmers will be allowed to sign contracts to make long-term plans so that they can sustain their coffee production.

On top of that, it is also beneficial to look for USDA Organic and Shade Grown certified coffee products. Sometimes these products can be slightly more expensive, but it will mean that you are guaranteed excellence in your cup of Joe!

Suppose you are shopping for delicious and fresh coffee beans. In that case, the choices of light, medium, and dark roasted coffee beans are available to you. So which one should you choose?

What Are The Flavor Differences of Light, Medium, and Dark Roasted Coffee?

A  light roast  is roasted only until the first crack of the coffee beans, and these types of coffee beans will contain more sweetness and natural sugars. When coffee beans are roasted, their sugars will begin to caramelize, which causes them to lose some of their natural sweetness.

Medium roasted  coffee beans are often roasted after the second crack, which is when more essential oils will be released from the coffee beans. Light and medium roasted coffee beans still have many natural flavors and characteristics from their native coffee growing regions.

Last of all,  dark roasted  coffee has a smoky and more burnt flavor. This will often mask the beans’ natural flavors, but it still provides fullness and robustness to the brew.

Air Roasted Coffee

Air roasting coffee is a method that was invented in the 1970s, and it provides a better taste and quality in the final Java product because the coffee beans are less likely to burn when they are being roasted.

In more traditional coffee roasting methods that have been used since the 1800s, the coffee is roasted in a drum over direct heat. Air roasting is much more preferable to this method because the coffee beans will not directly touch the heat, so they will not turn out with an ashy or bitter taste. Any coffee lover will genuinely taste the difference between the two, especially since air roasting is proven as the superior method of coffee roasting.

Air roasting is a superb method to ensure that your coffee beans achieve the ultimate flavor and taste in the roast product. Just a tip, you do have the potential to roast your coffee beans at home on a home air popcorn popper if you are a do-it-yourself kind of coffee lover!

The coffee bean contains 70% insoluble and 30% soluble substances. The main idea of grinding is to increase the surface area of the coffee bean in order to extract an enormous amount of soluble materials while brewing.

Coffee grinding is a significant factor in the quality of your cup of coffee. There are 7 grind levels, and failure to grind the coffee beans to the appropriate level will cause a bitter or sour taste to your coffee.

Here is a list of the grind levels and the brewing methods using it.

Extra Coarse Grind : Cold Brewing

Coarse Grind:  French Press, Percolator

Medium-Coarse Grind:  Chemex

Medium Grind:  Cone-shaped Pour-over, Drip Pots

Medium-Fine Grind:  Vacuum Pots, Siphon Brewers

Fine Grind:  Espresso

Extra Fine Grind:  Turkish Coffee

Coffee brewing is the last stage of your journey to understand your cup of coffee. There are 4 main methods to brew coffee under which there are many other different techniques and machines.

• Decoction  Decoction simply means boiling. This is the oldest method for brewing coffee, as it is the method that has been used in Yemen since the discovery of coffee. This technique is straightforward and doesn’t take a lot of effort; coffee grounds are placed in a pot with water and put on fire till it boils and then left a little so that the grounds settle at the bottom. The most famous method that relies on boiling is  Turkish coffee , in which the extra-fine coffee grounds, sometimes with sugar, are placed on the fire in a pot called “ibrik” or “kanaka” until it boils then poured into a cup.
• Infusion  This method is also considered easy and does not require much equipment. In it, the coffee is placed in a pot, and hot water is poured over it and left to steep for a few minutes. This method is very similar to making tea with tea bags. The most popular steeping tools are the  French press . The coarse grounds are placed in a cylinder, poured over with hot water at a temperature of 90 degrees Celsius, and left for a period ranging between 4 to 7 minutes. After that, a plunger is gently pressed down to take the leftover grounds. The coffee is poured directly from the cylinder.
• Filtration  brewing is done by pouring or dripping hot water over the coffee grounds placed inside or above a filter. The most well-known filtration methods are pour-over and drip coffee makers. The pour-over process requires more human effort than other methods. The coffee is placed to rest inside a paper filter, and hot water is poured over the medium grounds until the coffee is filtered in the required quantity.
• Pressure  This method is based on pumping hot water into the coffee grounds under pressure to extract the coffee’s soluble substances. The most popular ways depend on pressure are the Espresso machine, Moka pot, and the AeroPress. In espresso machines, hot water at a temperature of 90–95 degrees Celsius is pumped under a pressure of 18 bars through the packed fine coffee grounds. Aeropress is considered one of the recent discoveries in the world of coffee-making methods, invented in 2005 by Alan Adler. It is a manual pressure device, not a mechanical one, in which the coffee grounds are placed with hot water, left for some time, and then pressed hard to extract the coffee.

How To Characterize Your Coffee

Coffee is truly a high-class beverage that needs to be appreciated for all that it brings to the table. That is why I want to discuss the four coffee components that give it the depth that we know today. It also will allow you to describe and characterize your roast that you are enjoying effectively.

• Acidity:  This is either going to be low or high, and if your coffee was harvested at a high altitude, then it will have a higher acidity. You can also judge the coffee’s acidity by how sweet it tastes and what kind of tartness you may feel on the back of your tongue. It is also described as brightness.
• Aroma:  Yes, this is the part where you wake up and smell the coffee because the aroma directly contributes to the taste of your coffee. It may have the aroma of fruit, spice, or earthy flavors, which will tell you how your coffee will taste.
• Body:  After you have tasted your Java, you will be able to tell if it is light or heavy on your tongue. This also depends on how you roast it, like using a French Press, which will create a full-bodied coffee. Roasts will be described as either light, medium, or full-bodied.
• Flavor:  This is where acidity, aroma, and body come together to give you the final flavor product. You can judge the taste for yourself as to whether it is spicy, chocolaty, earthy, or smoky, depending on your palate.

I hope that this has helped to give you a greater understanding of what makes coffee what it is today, a drink that is to be celebrated and appreciated.

Updated for 2023.

Coffee 101 FAQ

What is in coffee.

Coffee is a complex and delicious beverage. You may be interested in knowing some of the components that make up your cup of Joe. 

Water:  An ideal cup of Joe should be 98.75% water and made up of 1.25% plant matter. Recent studies have shown that regular coffee drinking can be counted within your daily fluid intake because it does not dehydrate you as much as it was once thought to.

Caffeine:  Coffee also contains caffeine, and the reason coffee plants are naturally caffeinated is that it is a built-in insect repellent.

Quinic Acid: This acid quality will work to give brightness to your coffee. Some coffees have a light acidity, while others have a bold acidity.

Acetylmethylcarbinol:  This is a substance that can be found in real butter to give it flavor. It also can be found in the artificial flavoring on microwave popcorn, so it will provide a smoother taste to your cup of Joe.

Antioxidants:  This is one of the essential parts of your cup of Joe because they will provide you with age and disease-fighting qualities that will keep you protected and strong. Check this list of coffee benefits for your health.

How Much Caffeine In Coffee?

In the beginning, you should know that the permissible limit for  caffeine  per day is preferably within the limits of 250 mg. A cup of coffee (8 oz.) contains between  60 to 140 mg of caffeine. This discrepancy is due to several factors: the roasting profile, the type of beans, and the brewing method used in espresso shot (1 oz.) contain the equivalent of  40 to 60 mg  of caffeine.

How is Coffee Flavored?

Flavored coffee became popular in the 90s when gourmet coffee was on the rise, and it has come a long way! Coffee is flavored through a combination of natural and synthetic compounds usually sprayed onto freshly roasted coffee beans immediately after the roasting process. Several flavor combinations can be used.

Suppose natural oils are used to flavor the coffee beans. In that case, they can be extracted from cocoa beans, vanilla beans, or even nuts and berries.

The bottom line is that if you are looking for delicious flavored coffee, make sure that it is freshly roasted (like the selection on my website!) and enjoyed right away for the best taste in your cuppa Joe!

Is Global Warming Affecting Coffee?

Something interesting is happening to coffee crops all over the world, which is that weather patterns are changing drastically because of global warming. Coffee trees are exceptionally delicate, and they need a certain amount of rainfall at certain times.

However, it seems that weather patterns are changing drastically, which is causing issues for coffee farmers. In the spring months, coffee crops need a generous amount of rainfall. They also need rain in the summer, and they need a drier season in the fall so that the beans can harden and become ripe for picking.

Global warming seems to be causing the opposite effect, where there is dryness during the period where the coffee trees need moisture and vice versa. This is potentially causing a rise in coffee prices since there is less supply. You can focus on purchasing Fair Trade coffee because it will protect the coffee farmers, which will ensure that there will be farmers in the future to continue to produce quality crops for consumers.

Should You Freeze Your Coffee?

This is a very interesting coffee myth that has been passed down through the ages, and I have to confess to you that I have been guilty of freezing my coffee from time to time. Then I discovered the truth, which was that it is so important to keep your freshly roasted coffee beans in a cool and dark place, like a cabinet, where they can stay protected from moisture and oxidation.

If you do freeze the beans, then your coffee may come out tasting like freezer burn because the coffee beans are porous and can absorb other moisture in the air in a sealed space.

Also, you want to make sure that you are protecting the essential oils of the coffee beans themselves, which is why they should not be frozen because the elements of the freezer will start to break down these essential oils (which is what makes your beans look shiny), causing them to lose their flavor. To get the best taste of your freshly roasted coffee beans, keep them in a vacuum-sealed container in a cool and dry place. Perfecto!

Linda Harris

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Coffee Basics : Introduction

• What is Coffee?
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Coffee is one of the world’s most popular beverages. Some claim it is the most widely consumed liquid in the world aside from water.

Coffee is more than a beverage, however. It is a memory, an anticipation, a lifetime of consoling moments of modest pleasure woven into our lives.

Coffee’s success as a beverage undoubtedly is owing both to the caffeine it harbors and to its sensory pleasure. Coffee lovers come to associate the energizing lift of the caffeine with the richness and aroma of the beverage that delivers it.

Coffee is produced from the seeds of a small red (sometimes yellow) fruit that grows on plants halfway in size between shrub and tree. The process that turns these seeds into beverage is a long and complex process, perhaps the most complex process associated with any major beverage.

It is also a very labor intensive process involving a vast intercontinental collaboration that starts with the coffee grower, moves from there to the picker, then to the mill workers who meticulously remove the fruit and dry the beans, then to those who clean and grade the beans, to those who roast them, to those consumers and baristas who finally grind the beans and prepare the beverage. Every act along the way can be performed either with passion and precision or with careless shoddiness. It is the cumulative quality of all of these creative contributions that together make the difference between a lackluster cup and a fine and distinctive one.

Coffee Review is devoted to promoting the fine, distinctive cup and celebrating its lore and pleasures.

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Combat impersonation using Face Check with Microsoft Entra Verified ID

Ankur patel.

June 5th, 2024 0 2

Combating fraud and impersonation with identity verification is essential in keeping any organization and its employee identities safe. A 2021 Microsoft survey of 3,000 US-based companies (with greater than 500 users), found that 92% of organizations today perform identity verification of some kind, but 82% of them wish there was a simpler, more secure way of verifying a remote user’s identity.

There aren’t many widely used methods that consistently and effectively verify who is using a company’s applications, which leaves the door open for impersonation. Most of the common methods of identity verification are ineffective or do not answer the right identification question.

Traditional passwords are supposed to verify who is attempting to gain access, but impersonators frequently exploit them. Microsoft detects over 4,000 password attacks per second , up from 1,287 in 2022.

Knowledge-based questions aren’t a reliable way of verifying identities either. The National Institute of Standards and Technology advises against using knowledge-based authentication because of how easily impersonators can discover or correctly guess the answers.

CAPTCHAs can identify that a human is attempting to log in rather than a bot, but they do not verify the identity of who is attempting to gain access.

Multi-factor authentication (MFA) can greatly reduce the risk of account compromise by identifying that the right device is attempting to gain entry, but a successful MFA does not guarantee the right person is using the device. Microsoft observed 6,000 MFA fatigue attacks per day in 2023 , so the threat of impersonators exploiting the human element of MFA is a common danger.

Organizations also need to prepare for new types of impersonation attacks with the increase of AI-assisted tools.

At Microsoft Build 2024, we demonstrated how Face Check with Microsoft Entra Verified ID introduces a high level of identity protection, with an intuitive, simple user experience. Read on to check out snippets from our Build demo and learn more about how to implement Face Check into your apps with Microsoft Entra Verified ID.

Are apps serving the right users?

How do we know that our apps are serving the right users without a consistently effective means of verifying who is attempting to use them?

In February 2024, we launched the public preview of Face Check , a premium feature within Microsoft Entra Verified ID that uses privacy-respecting facial matching, along with Verified ID verifiable credentials for high assurance verification.

Verifiable credentials provide a secure method for digitally verifying an individual’s identity, qualifications, or other attributes. Users own their credentials and store them in a digital wallet. For example, users can store their Verified IDs in the Microsoft Authenticator app. When asked to prove their identity, users can present their verifiable credentials.

Face Check for identity verification

Using just a verifiable credential is a great way to verify someone’s identity, but completing a Face Check adds an even higher level of assurance that the rightful credential owner is trying to gain access. Even if someone stole the credential owner’s phone and attempted to use their Verified ID to impersonate them, they could not bypass the Face Check verification. The Azure AI technology behind Face Check compares a live selfie against a trusted photo from the credential, making sure that only the Verified ID owner can complete a Face Check. It can also detect a wide variety of spoofing techniques, including deepfakes, and leverages years of learnings from operating Microsoft’s Windows Hello.

Face Check demos at Build 2024

Secure and streamline your help desk with face check.

Face Check with Microsoft Entra Verified ID can give your users an easy-to-follow identity verification experience that consistently protects their identity without sharing unnecessary personal data. At the 2024 Build conference, we shared a demo showing how Face Check can be used in a company’s help desk experience. Let’s walk through the scenario.

An employee wants to order a new laptop, change their password, or do something else through their company’s help desk. To do this, they must prove to the help desk that they are who they claim to be, and that they do actually work there. For many companies, this verification can potentially involve waiting for a long time to speak with someone at the help desk who can verify the employee’s identity in real time. Using the Face Check-powered help desk shown in the video below, an employee can quickly and conveniently verify their identity in real time:

Once the Face Check is completed, the verifier is given a confidence score which shows a percentage of how certain the person in the live selfie matches the person in the photo associated with the account. This value is the only data the verifier receives. Face Check does not store personal data and it does not give data to the verifier. A higher score means that the false-acceptance rate is lower.

Note: It is up to you as a developer to decide the acceptable threshold for the confidence score, depending on how sensitive the application is.

As a baseline, if the score is 90%, there is a one in a billion chance that the person in the live selfie is not the rightful credential owner. With statistics like that, you can be confident that only the right people will be able to access your company’s applications with Face Check.

Account recovery after total loss of credentials

What if an employee completely lost all employee credentials? In the case of a total loss, employees can still recover their account and regain access to their credentials. The Verified Help Desk can authenticate an employee’s identity with a Verified Government ID provided by leading identity verification providers, such as the ones listed in our partner gallery . Even without employee credentials, a user can quickly and securely recover their account.

Watch how employees can recover their account in the case of a total loss of credentials and perform the government ID verification in just a few clicks:

https://devblogs.microsoft.com/identity/wp-content/uploads/sites/74/2024/06/Face-Check-demo-Account-and-credential-recovery-using-government-ID.mp4

Add Face Check with Microsoft Entra Verified ID to your apps today

With identity threats growing more frequent and more complex every year, now is the time to enhance your identity protection with Face Check. Bring a critical layer of trust to your apps by introducing facial matching powered by Azure AI services.

Microsoft Entra Verified ID provides a seamless developer experience without compromising privacy or security.

To get started with Face Check, an admin must first set up Microsoft Entra Verified ID, which can be completed in a few minutes with this quick setup tutorial .

Once Verified ID is ready to use, you can easily add the requirement for a Face Check verification in the same request API. Start by having your application request that the user present a Verified ID for an application task, as it normally would without Face Check. In that presentation request, add three extra lines of code to the request to add the Face Check requirement.

The JSON payload to the  Request Service API  for creating a presentation request needs to specify that a Face Check should be performed. The claim containing the photo must be named and you may optionally specify your confidence threshold as an integer between 50-100. The default is 70.

If you are unfamiliar with how to create regular user requests for Verified ID verification, follow this tutorial .

Successful Face Check presentation_verified callback event

The JSON payload for the  presentation_verified has more data when a Face Check was successful during a Verified ID credential presentation. The faceCheck section is added which contains a matchConfidenceScore .

Note: It isn’t possible to request and receive the presentation receipt when the request includes faceCheck . There is a separate Face Check success/fail receipt.

Failed Face Check callback event

When the confidence score is lower than the threshold, the presentation request fails and a  presentation_error  is returned. The verifying application doesn’t get the score returned.

The Authenticator displays an error message informing the user that the confidence score failed to meet the threshold.

Issuing a Verified ID credential with a photo

If a user already has their own Verified ID set up, it’s likely they already have a photo associated with the credential that their live selfie would be compared to in a Face Check verification.

If you want to learn how to set up a Verified ID with a photo, take a look at this tutorial . Below is the default Verified Employee data config for that credential.

The  display definition  for the photo claim should have the type set to image/jpg;base64u to let Microsoft Authenticator understand that it should be rendered as a photo correctly.

When setting the actual claim value of the photo, it should be in the format UrlEncode(Base64Encode(JPEG image)) .

Custom credential types using the  idTokenHint  attestation flow can also issue a Verified ID credential containing a photo. The credential definition needs to have the display and rules definition for the photo claim.

Securing your organization’s identities does not have to be complex. Microsoft Entra Verified ID allows you to quickly build unique user-owned identity scenarios that are designed for trustworthy, secure, and efficient interactions between people and organizations. Face Check provides an extra layer of certainty within those interactions that the right person is attempting to gain access to sensitive apps or resources.

Learn how to get started with Face Check with Microsoft Entra Verified ID and check out the latest Verified ID updates in the Microsoft Entra Verified ID developer center . Make sure you subscribe to the Identity blog for more insights and follow us on YouTube for video overviews, tutorials, and deep dives.

More resources

• Learn more about Face Check and read FAQ in Face Check documentation .
• Read about Face Check’s inclusive design in the Face API Fairness Report .
• Read about additional use cases for Verified ID in the eBook 11 ways verifiable credentials can transform your business .
• Quick admin tutorial to set up Verified ID.
• Explore the Microsoft Entra Verified ID Developer Documentation .
• Explore the Microsoft Entra Verified ID Product Page .
• Watch the Global Onboarding & Helpdesk tutorial to see step by step deployment.
• Check out the GitHub Sample Repository .

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Press Release Details

Nvidia nim revolutionizes model deployment, now available to transform world’s millions of developers into generative ai developers.

• 150+ Partners Across Every Layer of AI Ecosystem Embedding NIM Inference Microservices to Speed Enterprise AI Application Deployments From Weeks to Minutes
• NVIDIA Developer Program Members Gain Free Access to NIM for Research, Development and Testing

TAIPEI, Taiwan, June 02, 2024 (GLOBE NEWSWIRE) -- COMPUTEX -- NVIDIA today announced that the world’s 28 million developers can now download NVIDIA NIM ™ — inference microservices that provide models as optimized containers — to deploy on clouds, data centers or workstations, giving them the ability to easily build generative AI applications for copilots, chatbots and more, in minutes rather than weeks.

These new generative AI applications are becoming increasingly complex and often utilize multiple models with different capabilities for generating text, images, video, speech and more. NVIDIA NIM dramatically increases developer productivity by providing a simple, standardized way to add generative AI to their applications.

NIM also enables enterprises to maximize their infrastructure investments. For example, running Meta Llama 3-8B in a NIM produces up to 3x more generative AI tokens on accelerated infrastructure than without NIM. This lets enterprises boost efficiency and use the same amount of compute infrastructure to generate more responses.

Nearly 200 technology partners — including Cadence, Cloudera , Cohesity , DataStax , NetApp , Scale AI and Synopsys — are integrating NIM into their platforms to speed generative AI deployments for domain-specific applications, such as copilots, code assistants and digital human avatars. Hugging Face is now offering NIM — starting with Meta Llama 3 .

“Every enterprise is looking to add generative AI to its operations, but not every enterprise has a dedicated team of AI researchers,” said Jensen Huang, founder and CEO of NVIDIA. “Integrated into platforms everywhere, accessible to developers everywhere, running everywhere — NVIDIA NIM is helping the technology industry put generative AI in reach for every organization.”

Enterprises can deploy AI applications in production with NIM through the NVIDIA AI Enterprise software platform. Starting next month, members of the NVIDIA Developer Program can access NIM for free for research, development and testing on their preferred infrastructure.

40+ NIM Microservices Power Gen AI Models Across Modalities NIM containers are pre-built to speed model deployment for GPU-accelerated inference and can include NVIDIA CUDA ® software, NVIDIA Triton Inference Server ™ and NVIDIA TensorRT™-LLM software.

Over 40 NVIDIA and community models are available to experience as NIM endpoints on ai.nvidia.com , including Databricks DBRX , Google’s open model Gemma, Meta Llama 3, Microsoft Phi-3, Mistral Large, Mixtral 8x22B and Snowflake Arctic.

Developers can now access NVIDIA NIM microservices for Meta Llama 3 models from the Hugging Face AI platform. This lets developers easily access and run the Llama 3 NIM in just a few clicks using Hugging Face Inference Endpoints, powered by NVIDIA GPUs on their preferred cloud.

Enterprises can use NIM to run applications for generating text, images and video, speech and digital humans. With NVIDIA BioNeMo ™ NIM microservices for digital biology, researchers can build novel protein structures to accelerate drug discovery.

Dozens of healthcare companies are deploying NIM to power generative AI inference across a range of applications, including surgical planning, digital assistants, drug discovery and clinical trial optimization.

With new NVIDIA ACE NIM microservices , developers can easily build and operate interactive, lifelike digital humans in applications for customer service, telehealth, education, gaming and entertainment.

Hundreds of AI Ecosyst em Partners Embedding NIM Platform providers including Canonical , Red Hat , Nutanix and VMware (acquired by Broadcom) are supporting NIM on open-source KServe or enterprise solutions. AI application companies Hippocratic AI , Glean , Kinetica and Redis are also deploying NIM to power generative AI inference.

Leading AI tools and MLOps partners — including Amazon SageMaker, Microsoft Azure AI, Dataiku, DataRobot, deepset , Domino Data Lab, LangChain , Llama Index , Replicate , Run.ai, Saturn Cloud , Securiti AI and Weights & Biases — have also embedded NIM into their platforms to enable developers to build and deploy domain-specific generative AI applications with optimized inference.

Global system integrators and service delivery partners Accenture, Deloitte, Infosys, Latentview , Quantiphi , SoftServe, TCS and Wipro have created NIM competencies to help the world’s enterprises quickly develop and deploy production AI strategies.

Enterprises can run NIM-enabled applications virtually anywhere, including on NVIDIA-Certified Systems ™ from global infrastructure manufacturers Cisco, Dell Technologies , Hewlett-Packard Enterprise , Lenovo and Supermicro, as well as server manufacturers ASRock Rack , ASUS , GIGABYTE , Ingrasys , Inventec , Pegatron , QCT, Wistron and Wiwynn. NIM microservices have also been integrated into Amazon Web Services , Google Cloud , Azure and Oracle Cloud Infrastructure .

Titans of Industry Amp Up Gener ative AI With NIM Industry leaders Foxconn, Pegatron, Amdocs , Lowe’s, ServiceNow and Siemens are among the businesses using NIM for generative AI applications in manufacturing, healthcare, financial services, retail, customer service and more:

• Foxconn — the world’s largest electronics manufacturer — is using NIM in the development of domain-specific LLMs embedded into a variety of internal systems and processes in its AI factories for smart manufacturing, smart cities and smart electric vehicles.
• Pegatron — a Taiwanese electronics manufacturing company — is leveraging NIM for Project TaME, a Taiwan Mixtral of Experts model designed to advance the development of local LLMs for industries.
• Amdocs — a leading global provider of software and services to communications and media companies — is using NIM to run a customer billing LLM that significantly lowers the cost of tokens, improves accuracy by up to 30% and reduces latency by 80%, driving near real-time responses.
• Lowe’s — a FORTUNE ® 50 home improvement company — is using generative AI for a variety of use cases. For example, the retailer is leveraging NVIDIA NIM inference microservices to elevate experiences for associates and customers.
• ServiceNow — the AI platform for business transformation — announced earlier this year that it was one of the first platform providers to access NIM to enable fast, scalable and more cost-effective LLM development and deployment for its customers. NIM microservices are integrated within the Now AI multimodal model and are available to customers that have ServiceNow’s generative AI experience, Now Assist, installed.
• Siemens — a global technology company focused on industry, infrastructure, transport and healthcare — is integrating its operational technology with NIM microservices for shop floor AI workloads. It is also building an on-premises version of its Industrial Copilot for Machine Operators using NIM.

Availability Developers can experiment with NVIDIA microservices at ai.nvidia.com at no charge. Enterprises can deploy production-grade NIM microservices with NVIDIA AI Enterprise running on NVIDIA-Certified Systems and leading cloud platforms. Starting next month, members of the NVIDIA Developer Program will gain free access to NIM for research and testing.

Watch Huang’s COMPUTEX keynote to learn more about NVIDIA NIM.

About NVIDIA NVIDIA (NASDAQ: NVDA) is the world leader in accelerated computing.

For further information, contact: Anna Kiachian NVIDIA Corporation +1-650-224-9820 [email protected]

Certain statements in this press release including, but not limited to, statements as to: the benefits, impact, performance, features, and availability of NVIDIA’s products and technologies, including NVIDIA NIM, NVIDIA CUDA, NVIDIA Triton Inference Server, NVIDIA TensorRT-LLM software, NVIDIA Developer program, NVIDIA BioNeMo, NVIDIA-Certified Systems, and NVIDIA AI Enterprise; our collaborations and partnerships with third parties and the benefits and impacts thereof; third parties using or adopting our products or technologies; every enterprise looking to add generative AI to its operations; and NVIDIA NIM helping the technology industry put generative AI in reach for every organization are forward-looking statements that are subject to risks and uncertainties that could cause results to be materially different than expectations. Important factors that could cause actual results to differ materially include: global economic conditions; our reliance on third parties to manufacture, assemble, package and test our products; the impact of technological development and competition; development of new products and technologies or enhancements to our existing product and technologies; market acceptance of our products or our partners' products; design, manufacturing or software defects; changes in consumer preferences or demands; changes in industry standards and interfaces; unexpected loss of performance of our products or technologies when integrated into systems; as well as other factors detailed from time to time in the most recent reports NVIDIA files with the Securities and Exchange Commission, or SEC, including, but not limited to, its annual report on Form 10-K and quarterly reports on Form 10-Q. Copies of reports filed with the SEC are posted on the company's website and are available from NVIDIA without charge. These forward-looking statements are not guarantees of future performance and speak only as of the date hereof, and, except as required by law, NVIDIA disclaims any obligation to update these forward-looking statements to reflect future events or circumstances.

© 2024 NVIDIA Corporation. All rights reserved. NVIDIA, the NVIDIA logo, BioNeMo, CUDA, NVIDIA NIM, NVIDIA Triton Inference Server and TensorRT are trademarks and/or registered trademarks of NVIDIA Corporation in the U.S. and other countries. Other company and product names may be trademarks of the respective companies with which they are associated. Features, pricing, availability and specifications are subject to change without notice.

A photo accompanying this announcement is available at: https://www.globenewswire.com/NewsRoom/AttachmentNg/4fe99b19-66e7-4473-b9ff-f1380eae0ff8

NVIDIA NIM revolutionizes model deployment for every layer of the AI ecosystem.

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