WorkGPT: A GPT Agent Framework for API Invocation
WorkGPT is an innovative agent framework designed to automate complex tasks by leveraging AI to interact with various APIs, similar to AutoGPT or LangChain. It allows users to provide a directive and a set of APIs, enabling the AI to converse and execute tasks until the objective is achieved.
Key Features
- API Integration: Supports any API represented with an OpenAPI file, including authentication handling for seamless operation.
- Customizable Directives: Users can set specific goals like web research, website crawling, or service interactions (e.g., ordering an Uber).
- Agent Customization: Utilizes AI agents like OpenAI's GPT-4 with configurable parameters such as temperature and verbosity for tailored responses.
- Text-Based Browsing: Includes capabilities like Puppeteer for web access, allowing data extraction from plain text HTML content.
- OpenPM Compatibility: Integrates with OpenPM, a package manager for OpenAPI files, to easily pull in API definitions like IP lookup services.
- Schema-Driven Outputs: Offers custom API schemas for structured data extraction, enhancing precision in task completion.
Use Cases
- Web Research: Automate data collection from websites for market analysis or competitive research.
- Service Automation: Execute real-world tasks like booking services through API interactions.
- Data Processing: Combine multiple APIs to gather and process information, such as IP geolocation and related city population data.
Target Users
WorkGPT is ideal for developers, data scientists, and businesses seeking to automate workflows with AI-driven API interactions. Its unique selling point lies in its flexibility to handle diverse APIs and directives, making it a powerful tool for task automation and data extraction.
