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Unlocking New Possibilities with Azure OpenAI Services and Effixis

Now that the OpenAI Service is available in Azure, your company can use some of the best AI models in the world, along with powerful tools in Microsoft Azure designed for businesses.

06/11/2023

ai generated image to accompany the blog
Courtesy: Dall-e 2

Through the use of generative AI, any company can tap into a host of advantages. Firstly, it can boost our creativity by automatically generating a variety of fresh and inventive ideas. Besides aiding in creative tasks, generative AI can help us streamline intricate business operations. It can analyze large datasets and produce valuable insights, predictions, and suggestions to enhance decision-making.

By making use of generative AI, businesses maintain a competitive edge by encouraging innovation, increasing efficiency, and offering personalized customer experiences. It’s a state-of-the-art technology that can give us a substantial competitive edge.

Here is a glimpse of a few Generative AI projects Effixis is working on (see our Generative AI use cases here):

Open AI & Microsoft Azure

OpenAI has proven itself to be an industry lead in the field of Generative AI, thanks to the development and wide-scale release of its GPT family of Large Language Models (LLMs). Here’s a timeline of the model evolution:

June 2018 – The first GPT (Generative Pre-Transformer) model was released | February 2019 – With more than 1.5 billion parameters, GPT-2 is out | June 2020 – larger and more powerful, with 175 billion parameters, GPT-3 was released | November 2022 – OpenAI announces GPT-3.5 as part of a free research preview | March 2023 – the GPT-4 model is available for ChatGPT Plus users | GPT-4V enables users to instruct GPT-4 to analyse image inputs

These advancements would not be possible without Microsoft’s Azure Cloud providing the cutting-edge infrastructure required to train and deploy these models. Azure, Microsoft’s renowned cloud computing service, seamlessly integrates with OpenAI to introduce Azure OpenAI, enabling businesses to harness the immense power of models like ChatGPT, GPT-4, and more within the security-confined and enterprise-trusted Azure Cloud.

Unparalleled Security and Networking

One of the striking features of Azure OpenAI is its commitment to security and privacy. Explicitly, Azure OpenAI ensures that customer data is not utilized to retrain models, maintaining a stance on data privacy, as detailed in the Azure OpenAI data, privacy, and security guide.

Moreover, with the support of Virtual Networks (VNETs) and Private Endpoints, Azure OpenAI provides robust private networking, ensuring that businesses can operate with the confidence that their data and operations remain shielded from unwanted eyes.

Courtesy: Dall-e 2

Expansive Availability and Efficient Throughput

Azure OpenAI promises extensive regional availability, meaning that businesses across different geographies can access the power of OpenAI’s GPT models without concern. Furthermore, with an enhanced request throughput, operations remain smooth, and customer experiences are not hampered by delays or sluggish responses.

Infusing Business Operations with Azure OpenAI

When it comes to actual business applications, the possibilities with Azure OpenAI are extensive, thanks to its support of the latest GPT-4 – with context windows up to 24,000 words!

If your operations are already embedded within Azure’s cloud platform, Azure OpenAI presents itself as the ideal solution, offering a seamless transition and integration into existing workflows.

Quick Use-Case Adaptations

Azure OpenAI facilitates the incorporation of new use cases into your operations through a simplified process. The novel procedure, released to enhance user convenience, allows the rapid addition of new use cases, adhering to the Limited Access process within Azure AI services, ensuring that adapting to ever-changing business needs is as frictionless as possible.

Engage with Azure OpenAI: Learn, Build, and Grow

Azure OpenAI not only offers a powerful platform but also extends resources such as prompt engineering introductions and advanced techniques, ensuring businesses can maximize their engagement with the platform. Additionally, numerous resources, including an Azure OpenAI training course and a platform for questions (Microsoft Q&A), are available to aid users in their journey from initiation to mastery.

Conclusion

Azure OpenAI marks a significant stride in combining the cutting-edge capabilities of OpenAI’s generative AI models with the secure and enterprise-ready environment of Azure. It is not merely a tool but a comprehensive platform that empowers businesses to innovate, automate, and elevate their operations, exploring new horizons underpinned by AI’s vast possibilities.

Leveraging our expertise as a trusted Microsoft integrator and possessing an in-depth knowledge of LLMs and their practical use cases, Effixis is ready to assist you in navigating your data and AI transformation journeys in the world of Generative AI.


Resources:
[1] Bernard Marr: A Short History Of ChatGPT: How We Got To Where We Are Today. Forbes Innovation. May 19, 2023.
[2] OpenAI: New ways to manage your data in ChatGPT. April 25, 2023.
[3] OpenAI: GPT-4V(ision) system card. September 25, 2023.
[4] Azure OpenAI Service Documentation.

Authors

Dr. Zachary Schillaci

Head of Artificial Intelligence, Zachary holds a Ph.D. in Particle Physics and is experienced in applying machine learning and natural language processing to tackle real-world challenges.

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