Human-IA interaction is about to enter a new era thanks to GPT Chat plugins. Plugins are tools designed specifically for language models, with security as a basic principle. They help Chat GPT to access up-to-date information, perform calculations or use third-party services. In this context, it's essential to mention that the Daware AI agency supports you in the development of AI solutions tailored to your issues. To find out more about the integration of these plugins into the solutions offered by our agency, please see our page on IA agencies.
Progressive rollout of GPT Chat plugins
In line with Open AI's iterative deployment philosophy, they gradually roll out the plugins in Chat GPT. This enables them to study their use, impact and the challenges of safety and alignment in the real world. These aspects are all essential to mastering the development of AI.
Users have been asking for plug-ins ever since Chat GPT was launched. Many developers are experimenting with similar ideas, as they open up a wide range of possible use cases. This feature is now in beta and will be gradually rolled out on a larger scale over the coming weeks.
First GPT chat plugins: from Expedia to Zapier
The first plugins were created by companies such as Expedia, FiscalNote, Instacart, KAYAK, Klarna, Milo, OpenTable, Shopify, Slack, Speak, Wolfram and Zapier. Each plugin offers unique features that increase the value and usefulness of Chat GPT for the end user.
For example:
- Expedia allows you to organize your travels, find things to see and do.
- FiscalNote provides access to leading real-time datasets for legal, policy and regulatory data and information.
- Instacart allows you to order from your favorite local grocery stores.
- KAYAK offers flight, accommodation and car rental searches. It also offers recommendations for all possible destinations according to your budget.
- Zapier allows you to interact with over 5,000 applications such as Google Sheets, Trello, Gmail, HubSpot, Salesforce and many others.
Plugins hosted by OpenAI
OpenAI also hosts two plugins, a web browser and a code interpreter. They have also made the code for a knowledge base retrieval plugin open source, so that it can be self-hosted by any developer with information they wish to use to augment Chat GPT.
Why are plug-ins necessary for language templates?
Today's language models, while useful for a variety of tasks, are still limited. The only information they can learn from is their training data. This information may be obsolete and is universal across all applications. What's more, the only thing language models can do by default is generate text. This text may contain useful instructions, but to actually follow these instructions, you need another process.
Although it's not a perfect analogy, the plugins can be the "eyes and ears" of language modelsPlugins can also be used to provide users with access to information that is too recent, too personal or too specific to be included in training data. In response to an explicit user request, plugins can also enable language models to perform safe and constrained actions on their behalf, thus increasing the overall utility of the system (e.g. booking a plane ticket or a table in a restaurant).
Deploying plugins for GPT Chat users
Today, Open AI is starting to gradually activate plugins for Chat GPT users, starting with Chat GPT Plus subscribers. They are also beginning to roll out the ability for developers to create their own plugins for GPT Chat.
In the coming months, as Open AI improves its security systems, they plan to iterate on this protocol. They also plan to allow developers using OpenAI templates to integrate plugins into their own applications beyond Chat GPT.
Security and wider implications of GPT chat plugins
Connecting language models to external tools introduces new opportunities as well as significant new risks.
Plugins offer the potential to address various challenges associated with large language models, including "hallucinations", tracking recent events and access (with permission) to proprietary information sources. By incorporating explicit access to external data, such as up-to-date online information, code-based calculations or information retrieved by a custom plugin, language models can reinforce their responses with evidence-based references.
These references not only improve the usefulness of the model, but also enable users to assess the reliability of the model's output and check its accuracy, which could potentially mitigate the risks associated with over-dependency. Finally, the value of plugins can go far beyond resolving existing limitations by helping users with a variety of new use cases, from consulting product catalogs to booking flights or ordering food.
What is a GPT Chat plugin?
A Chat GPT plugin is a tool designed specifically for language models. It helps Chat GPT access up-to-date information, perform calculations or use third-party services such as booking a restaurant, planning a trip or the like.
Who created the first GPT chat plugins?
The first plugins were created by companies such as Expedia, FiscalNote, Instacart, KAYAK, Klarna, Milo, OpenTable, Shopify, Slack, Speak, Wolfram and Zapier.
What is the added value of GPT Chat plugins?
Plugins can be the "eyes and ears" of language models, giving them access to information that is too recent, too personal or too specific to be included in training data. In addition, they can enable language models to perform safe and constrained actions in response to an explicit user request, thus increasing the overall usefulness of the system.
How is security managed with GPT Chat plugins?
Integrating plugins presents both opportunities and risks. Plugins can help address various challenges associated with large language models and strengthen their responses with evidence-based references. However, they could also increase security challenges by performing harmful or unintended actions, increasing the capabilities of malicious actors. That's why security measures have been in place from day one of the plugin platform's development.
How can I create my own GPT Chat plugin?
OpenAI has begun rolling out the ability for developers to create their own plugins for Chat GPT. This will be further developed over the coming months as they learn from the roll-out and continue to improve the security system.
ChatGPT plugins: conclusion
Visit GPT Chat plugins are a significant advance in the field of artificial intelligence. They offer greater interactivity, utility and access to information for GPT Chat users. However, their deployment must be carefully managed to ensure user security and alignment with OpenAI objectives. Plugin deployment is underway, and in the future we can expect to see an even wider range of features and applications offered by these innovative tools.
