This document contains frequently asked questions that arise when using ChatGPT in TapClicks. You can quickly navigate to a particular FAQ by using the table of contents below.
What is ChatGPT?
ChatGPT is a “generative artificial intelligence” (i.e., generative AI) created by the company OpenAI. It operates on a large language model(LLM) called GPT-3.5-Turbo, capable of producing high-quality natural language interactions. It responds to natural language directions, also known as directed prompts, that users input into a dialogue box on the chatbot.
How does ChatGPT work?
The ChatGPT language model uses a neural network to understand and generate natural human language. The neural network, in a broad sense, mimics a human brain, requiring training for specific tasks. In this case, ChatGPT was exposed to a vast amount of internet data until late 2021. This enabled it to learn human language patterns and generate grammatically correct, human-like responses to the prompts it receives.
When did TapClicks add ChatGPT functionality?
In April 2023, TapClicks introduced a feature allowing the inclusion of an embedded ChatGPT widget. This integration brings a ChatGPT prompt input box into a TapClicks dashboard.
What can I do with ChatGPT in TapClicks?
The primary function of ChatGPT in TapClicks is to assist users in conducting meaningful analysis and creating in-depth summaries of their dashboard data. ChatGPT can be used in a variety of ways on the TapClicks platform:
- Add a ChatGPT widget to dashboards. This widget displays the ChatGPT interface and responds to user prompts in the same way as the ChatGPT website does.
- Send widget data to ChatGPT. ChatGPT will automatically generate a detailed summary for the user to add to the executive summary, which can be edited as desired.
- Manage and view summaries in the ChatGPT AI Assistance menu. This feature is accessible by Super Admin users only.
How does TapClicks work with ChatGPT?
TapClicks works with ChatGPT by connecting to the OpenAI API and embedding the ChatGPT chatbot into the TapClicks interface. Users can use their API key or one provided by TapClicks. After that, using the functionality is as simple as entering a prompt into the dialogue box and waiting for ChatGPT to respond.
What is a prompt?
A prompt refers to a set of instructions or guidance given to ChatGPT to generate a specific response. For example, users might instruct it to compose a brief blog post about recent marketing data. ChatGPT utilizes these prompts to understand the user's requirements and generates text based on its understanding of language. If the initial response doesn't fully meet the user's expectations, they can continue the conversation by offering additional prompts or requesting adjustments.
Is ChatGPT a recommendation engine?
While ChatGPT can make recommendations, it still has certain limitations. Namely, it lacks specific domain information, so it may not be aware of all topics. Users will find it helpful for broad suggestions, but it is always wise to verify for accuracy or consult domain experts for more reliable recommendations.
Is ChatGPT in TapClicks a replacement for human-curated analysis?
ChatGPT is not intended to replace human-curated analysis. Instead, it is a powerful tool designed to assist and enhance human efforts. It relies on the quality of its training data and the clarity of prompts given to produce accurate and helpful analysis. Users will discover that while ChatGPT can greatly support data analysis, it works best when combined with human expertise and oversight, ensuring a more reliable outcome.
How can I use ChatGPT in TapClicks?
ChatGPT in TapClicks is accessible in multiple ways within the TapClicks platform. Users have the option to add the ChatGPT chatbot directly to their dashboards using a dedicated widget. Additionally, users can send widget data to ChatGPT, aiding with data analysis and the creation of executive summaries. A menu within TapReports titled "ChatGPT AI Assistance'' is also available, allowing users to view and manage summaries generated with the assistance of ChatGPT.