ChatGPT plugins are tools designed to enhance the capabilities of the language model by providing access to up-to-date information, running computations, or using third-party services. These plugins are built with safety as a core principle and are gradually being rolled out to users and developers. They can be used to access personal or organizational information sources, perform mathematical problems, do data analysis, and more. The plugins are designed to be safe and are subject to various safeguards to prevent misuse or unintended actions. Developers can create their own plugins and register them with ChatGPT, and the platform is open to feedback and collaboration from the research community to study safety risks and mitigations.
⚡Top 5 ChatGPT Plugins Features:
- Access to up-to-date information: Plugins allow ChatGPT to access current information from the internet, expanding its knowledge beyond its training data.
- Safe and constrained actions: Plugins enable language models to perform safe, constrained actions on behalf of users, increasing the usefulness of the system.
- Integration with external tools: Plugins can integrate with external tools, such as web browsers and code interpreters, to enhance the model’s capabilities.
- Open standards for plugin development: Open standards are expected to emerge for unifying the ways in which applications expose an AI-facing interface, allowing for a more unified plugin development process.
- Gradual deployment and learning: ChatGPT is gradually rolling out plugins to study their real-world use, impact, and safety challenges, with plans to expand access over time.
⚡Top 5 ChatGPT Plugins Use Cases:
- Browsing the web: Plugins like BrowsingAlpha allow ChatGPT to access information from the internet, expanding its knowledge and enabling it to perform tasks like retrieving recent information about the latest Oscars.
- Code interpretation: Plugins like Code interpreterAlpha enable ChatGPT to use its programming skills to provide a more natural interface to computer capabilities, such as solving mathematical problems or doing data analysis.
- Retrieval of personal or organizational information: The open-source retrieval plugin allows ChatGPT to access personal or organizational information sources, such as files, notes, emails, or public documentation, by asking questions or expressing needs in natural language.
- Third-party plugin integration: ChatGPT can integrate with third-party plugins, which are designed for calling backend APIs and can be enabled by users to enhance the model’s capabilities.
- Custom metadata and hybrid search: Developers can add custom metadata to document chunks, such as titles or other relevant information, which might improve the retrieved results in some use cases. Additionally, hybrid search and TF-IDF indexing options can be used to enhance the plugin’s performance.
