Want to use your data with Chatgpt but worried ...
Are you a business that wants to use your data with ChatGPT, but worried about data privacy and don't want to build your own model? This could be your answer, and Microsoft just released it. Check it out. We can now build applications that combine the ChatGPT model with your own data. Imagine taking ChatGPT and applying it to your own data, with precise control over the knowledge base for in-context and relevance responses. In this case, we combine the Azure OpenAI service with Azure Cognitive Search to index and retrieve data of all kinds. Knowledge that is private and external to the ChatGPT large language model. The retrieval step in Azure Cognitive Search finds the most relevant pieces of information, even if it's millions of documents or data points, and presents the top-ranked results to the language model, and this lets you have detailed, informed interactions with your data. And because the knowledge lives outside of the ChatGPT model, you're in control of it, and it's not used to train the model. And equally important from an enterprise perspective, any chat session state lives entirely within your application, and whether you keep it or not, and where, is fully up to you. We'll walk through a typical app experience that you can build around ChatGPT. I have here a simple human resources web application. So this app lets employees generally chat about topics related to their employment benefits and the employee health. In this case, I want to ask about healthcare coverage, which can be unique by plan, location, individual, et cetera. So I'll type, does my plan cover annual eye exams? In the generated response, you'll see that not only does ChatGPT use the knowledge necessary to derive a response, but as a best practice, also cites its sources. That's because a key area we are actively exploring is how do we make responses trustworthy. In this case, it showed the source it used for the facts, enabling the user to validate the response generated from the benefit options PDF source, if needed. Now, I'll type a follow-up question. How about hearing? Well, the question in isolation wouldn't make sense. In the context of the chat history, it can figure out what information it needs to answer. For each response, I can see the preview of the file from the citation. And it also shows all the supported content used to formulate the response. ChatGPT using your internal data has endless possibilities for your business. For example, in human resources, it can help onboard new employees by providing information on company policies, benefits, and procedures. In sales, it can help reps get real-time access to product information, content data to help close deals. In the legal department, it can help lawyers get access to documents, contracts, compliance information, and more. In marketing, it can analyze campaign data, audience insights, competitors, and really provide marketing strategies and tactics based on all the data from all the Martech that you have. To access this feature, you will need to apply to Microsoft Azure's OpenAI service. The link is in the comments. So what are some potential use cases for ChatGPT using your data in your company?
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