Chatbot UI is an open-source chatbot web UI framework that supports multiple model integrations. The framework offers a beautiful chat experience, including image and file capabilities, and supports both OpenAI embeddings and local embeddings. It features rich assistant functionalities such as import/export, sharing capabilities, an authentication system, and user profile backgrounds. It supports local running or hosted deployment and provides integrated image/file storage features. Chatbot UI is a comprehensive chatbot web UI framework.

Approximately 79% of ChatGPT's enterprise customers come from the Microsoft Azure OpenAI partnership. Within less than four months of its launch, ChatGPT Enterprise has gained between 22,000 and 25,000 customers globally. Analysts believe that most customers are still exploring the technology's proof-of-concept phase, and the true situation will become clear after a year and upon the renewal of annual subscriptions.

Marcum recently launched AskMarcum.ai, integrated with Microsoft Azure OpenAI services, focusing on enhancing team work efficiency. AskMarcum.ai is deeply integrated with Microsoft Teams, making it one of the few accounting firms with an embedded platform, improving security and accessibility. This tool utilizes the ChatGPT model from Azure OpenAI services, showcasing significant progress in the application of generative AI technology in a secure and professional environment.

Schneider Electric collaborates with Microsoft Azure OpenAI to leverage Generative AI technology for innovations in digital energy management and automation. GenAI technologies include Resource Advisor Copilot, Jo-Chat GPT, Finance Advisor, among others. This partnership has a significant impact on sustainability and accelerates internal productivity improvements.

At the Ignite conference, Microsoft announced the expansion of its copyright protection policy for generative AI, primarily targeting commercial customers using the Azure OpenAI Service. Azure OpenAI Service users can expect legal defense and compensation from Microsoft in the event of copyright infringement lawsuits, provided they implement technical measures to mitigate risks. The training data for generative AI models must comply with copyright requirements, although Microsoft has not provided specific details on the technical measures. This move continues Microsoft's September policy to support customers using AI products.

Microsoft's Azure OpenAI services are gaining popularity, with over 18,000 organizations adopting them. The number of GitHub Copilot users has reached 1 million, and subscription growth for commercial services has increased by 40%. Microsoft is actively responding to AI and digital transformation demands, meeting market needs.

The Spring AI project was introduced for the first time at the SpringOne conference, utilizing common concepts of Spring to quickly create AI applications by integrating services such as Azure OpenAI and OpenAI. Spring AI provides an abstraction layer that offers a unified interaction method when using different AI client APIs, supporting features like prompts, templates, and chaining calls. Spring AI makes it easy to create applications that allow Java.