This development aims to improve the capabilities of the language model by allowing it to access updated information, perform calculations and use third-party services. OpenAI plans to phase out Plugin and study their actual usage, impact, and potential challenges.
Extending the functionality of ChatGPT
The plugins have been requested by users and developers as they unlock a wide range of ChatGPT use cases. Language models have limitations when they rely solely on training data as a reference. Plugins can be used as “eyes and ears” to allow models to access more up-to-date, personal or detailed information.
In addition, plug-ins allow the AI to perform safe and limited actions on behalf of users. Both plugins hosted by OpenAI contain a web browser and a code interpreter. OpenAI also provides plugin code for downloading the knowledge base, which developers can use to extend ChatGPT with their own information.
Browsing & Code Interpretation Plugin
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The OpenAI Code Interpreter plugin allows ChatGPT to use Python and manage uploads and downloads in a sandbox environment. Initial user research has shown that the code interpreter is useful for math problem solving, data analysis, visualization and file format conversion.
Retrieval Plugin
Open source OpenAI down load Plugin allows ChatGPT to access assets of private or organizational facts together with files, notes, emails or public archives.
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As a self-service solution, developers can distribute their own version and register it with ChatGPT.It uses OpenAI integration and supports various vector databases for document indexing and searching.
Third-Party Plugins
Plugin support connects ChatGPT to outside applications and gives it the capability to have interaction with developer-defined APIs. This expands ChatGPT’s capabilities by allowing it to perform many different tasks.
ChaGPT can do this with the help of plugins:
- Get real-time information like sports scores, stock updates or the latest stocks.
- Access knowledge base data like company documents or personal notes.
- Order flights or food.
The first plugins came from companies like:
- Expedia
- FiscalNote
- Instacart
- KAYAK
- Klarna
- Milo
- OpenTable
- Shopify
- Slack
- Speak
- Wolfram
- Zapier
Availability
Access to Plugins Alpha will be expanded pending List users and developers. Access will initially be limited to select ChatGPT Plus developers and users, with plans to gradually expand access.
Summery
The introduction of OpenAI plugin support for ChatGPT is an important step towards increasing the capabilities of language models. Browsers, code interpreters and download plugins are just the beginning. As plugins evolve and integrate, the ChatGPT ecosystem becomes more useful and creates new opportunities for users and developers
