Now that we understandthe process of training and refining the model, let us see how it is used in chat gpt to respond to user requests.
Conceptually, it seems like a simple process: the prompt is entered into the chat gpt model and the corresponding output is returned. However, in reality, the operation is a bit more complex and involves several steps.
One of the distinguishing features of chat gpt is its ability to understand the context of the conversation.
This is made possible through a technique called "conversational prompt injection."
Whenever a new prompt is entered, the entire previous conversation is provided to the chat gpt model through the user interface. In this way, the model has access to the full context of the conversation, enabling it to provide more consistent and contextually relevant responses.
In addition, chat gpt uses "primary prompt engineering" to ensure an appropriate conversational tone. These are instructions injected before and after the user's prompt that guide the model in maintaining a consistent conversational style. These instructions are invisible to the user and act as a support to direct the model in the desired manner, ensuring that responses are appropriate and consistent with the intended conversational style.
The security of the content generated by chat gpt is a key concern. To ensure a safe environment for users, the generated prompt is submitted to the moderation API. This step allows certain types of unsafe or inappropriate content to be warned or blocked. In addition, the result generated by chat gpt may also be submitted to the moderation API before being returned to the user in order to ensure a better experience and prevent the disclosure of inappropriate content.
This complex process of prompt processing, context understanding, and content moderation takes place in the background while interacting with chat gpt.
All these steps ensure that the user experience is satisfactory, offering relevant, consistent, and safe responses.
Chat GPT - Use Cases
Given its ability to understand and respond to natural language input, chat gpt has a wide range of potential applications. Some common uses for chat gpt include:
- Customer service: chat gpt can be used to answer customer questions, provide information, and solve problems in real time. This can be especially useful for companies that want to provide 24/7 support to their customers.
- Education: chat gpt can be used to provide information or answer questions in a variety of educational contexts. For example, it could be used as a tutor or to provide information on a particular topic.
- Information provision: chat gpt can be used to provide information on a wide range of topics, such as weather, news or activities that can support as much in private as in professional life. As simplistic as it is to use chat gpt as a simple alternative to Google and search engines, it is undeniable that this tool can provide valuable support even in simple data and information retrieval.
- Personal assistant: chat gpt can be used as a personal assistant to help with tasks such as planning, organizing, and managing information. For example, chat gpt can help in planning the organic editorial plan of a personal Linkedin profile to optimize personal branding.
- Human Resources: chat gpt can optimally automate and manage multiple aspects related to human resource management, precisely because of its ability to process and generate natural language: from selection to staff training to ongoing employee support.
- Marketing: one of the areas in which chat gpt has amply demonstrated its enormous potential is definitely Marketing. From the definition of an editorial plan for the Blog, perhaps structured following the Topic Cluster strategy, to the optimization of an article from an SEO point of view, to support in the management of the company's Social channels, even in conjunction with specific automation tools.
Overall, the potential uses of chat gpt are vast and varied, making it a versatile and powerful tool for a wide range of applications.
Discover the 10 most suitable use cases in which to ask Chat GPT for help!