It is a GPT agent framework designed for invoking APIs, enabling users to provide a directive and an array of APIs, which the framework uses to interact with an AI until the task is completed.
It is a GPT agent framework designed for invoking APIs, enabling users to provide a directive and an array of APIs, which the framework uses to interact with an AI until the task is completed. WorkGPT operates similarly to frameworks like AutoGPT or LangChain, allowing users to assign tasks such as web research, website crawling, or even ordering services like Uber. It supports any API that can be represented using an OpenAPI file, making it highly versatile.
WorkGPT integrates with OpenPM, a package manager for OpenAPI files, to simplify the process of importing APIs. For example, it can use the OpenPM package “ipinfo” to look up IP addresses. However, users are not restricted to OpenPM; they can import any arbitrary OpenAPI file directly. The framework handles authentication intelligently, requiring only an authKey to authorize API access. Once configured, all API endpoints are exposed as local functions to the large language model (LLM), ready for invocation.
Additionally, WorkGPT includes functionality for using Puppeteer as a text-based browser, granting the LLM access to the web. The text-based browser extracts and returns plain text from HTML, which is sufficient for GPT-4 to process and extract relevant data. The framework also supports custom APIs, allowing users to define a finishing program API that the LLM can call upon task completion. This feature is particularly useful for extracting structured data from webpages, as users can provide a schema for the LLM to follow.
WorkGPT is open-source and licensed under MIT, making it freely available for use and modification. It is hosted on GitHub, where users can access documentation, examples, and contribute to its development. The framework is designed to be flexible, user-friendly, and capable of handling a wide range of tasks involving API interactions and web-based data extraction.
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