Research teams from Tsinghua University, Fudan University and Stanford University have collaborated to develop a new Agent development framework called "Eko", which aims to simplify the process of building virtual employees. By combining natural language and code, Eko allows developers to create powerful "virtual employees" using simple instructions to automate work and improve work efficiency. The Eko framework has cross-platform compatibility, can run on computers and browsers, and supports real-time monitoring and intervention to ensure the accuracy and security of tasks. This article will introduce in detail the core technology, application scenarios and future development directions of the Eko framework.
The Eko framework can take over the user's computer and browser and complete various tedious tasks instead of humans. Through Eko, users can realize automated data collection, testing, file management and other functions. For example, users can set Eko to automatically collect the latest stock data from Yahoo Finance and generate visual reports. For another example, Eko can perform automated testing of login pages to ensure the security and stability of the system. All this means that Eko can greatly improve work efficiency and reduce human burden.
The core technological innovation of the Eko framework is mainly reflected in three aspects. The first is "Hybrid Agent Representation", which seamlessly combines natural language and programming language to facilitate developers to express high-level design intentions. The second is the "cross-platform Agent framework", which supports different operating environments through environment-aware architecture, ensuring that Eko can be flexibly applied between browsers and computers. Finally, there is the "production-level intervention mechanism". Eko allows humans to monitor and intervene in the workflow of the agent in real time to ensure the accuracy and safety of the task.
Eko's environment-aware architecture is divided into three levels: general core, environment-specific tools, and environment bridges. A common core provides basic functionality, while environment-specific tools optimize operations for different environments. Environment bridging is responsible for resource management and security control between different platforms to ensure efficient interaction.
In addition, Eko also introduces a novel solution of "joint perception of visual and interactive elements", which greatly improves the accuracy and efficiency of tasks in complex web pages. This framework combines visual recognition with element contextual information to optimize the performance of automated operations.
Project entrance: https://eko.fellou.ai/
Highlight:
The Eko framework can take over the user's computer and browser, replacing humans in completing tedious tasks.
Simplify the development process through the combination of natural language and programming language.
Allows humans to monitor and intervene in real time to ensure the safety and accuracy of automated work.
All in all, with its innovative technology and ease of use, the Eko framework provides developers with an efficient and convenient way to build virtual employees. It is expected to be widely used in various fields in the future, greatly improving work efficiency and releasing human resources. The project entrance address facilitates users to quickly get started and experience it.