ChatGPT Plugins to access real-world data with APIs
ChatGPT Plugins are specialized tools that are crafted with safety as a core principle, aimed at aiding ChatGPT language models in accessing real-time information, executing computations, and utilizing third-party services. These plugins play a pivotal role in enhancing the capability and responsibility of ChatGPT, by enabling it to access up-to-date information, execute safe actions, and leverage external data sources to provide informed, accurate responses to user queries.
Plugin developers, who have been invited from the waitlist, are provided with comprehensive documentation that details the process of constructing a plugin tailored for ChatGPT. Once developed, these plugins are added to the model's repertoire, thereby appearing as options in the prompt shown to the language model. Additionally, the documentation also provides instructions on how the model can utilize each enabled plugin effectively, ensuring an optimized and secure integration into the system.
By acting as the "eyes and ears" for language models, plugins furnish them with the means to access information that may be too recent, personal, or specific to be encompassed within the training data. Moreover, upon explicit user request, plugins can authorize language models to execute safe and limited actions, thereby amplifying the overall usefulness of the system. Consequently, plugins possess the potential to address various challenges associated with large language models, such as mitigating "hallucinations," staying abreast of contemporary events, and accessing proprietary information sources with explicit permissions.
The incorporation of explicit access to external data, encompassing real-time information from online sources, code-based calculations, or custom plugin-retrieved details, empowers language models to fortify their responses with evidence-based references. This amplifies the model's robustness, enabling it to furnish well-informed and substantiated responses to user queries.
Notable companies including Expedia, FiscalNote, Instacart, KAYAK, Klarna, Milo, OpenTable, Shopify, Slack, Speak, Wolfram, and Zapier have taken strides in creating the initial set of plugins. These pioneering efforts from industry leaders manifest the potential and practical application that ChatGPT Plugins hold in enhancing the capabilities and reliability of language models in processing and delivering information effectively and responsibly.