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What is OpenManus?

OpenManus is a domesticAI AgentThe MetaGPT team, part of startup DeepWisdom, developed the open sourceAI AgentFraming.

OpenManus was born out of a desire toManus AIproduct replica. manus as a claimed "The World's First Universal AI Intelligence Body" a commercial product that has attracted widespread attention because of its unique AI Agent feature and closed internal testing invitation code mechanism. However, the high price of invitation code speculation and closed ecology limit the experience of ordinary users. In order to break this barrier, MetaGPT team developed OpenManus in just three hours and open-sourced it for users to use for free.

OpenManus Project Features

1. Open source and free: OpenManus is completely open source and users can download, install and use it without paying any fees. This greatly reduces the threshold of AI Agent technology, enabling more users to experience the powerful features of AI Agent.
2. Localized Deployment: Unlike Manus, which runs in the cloud, OpenManus supports localized deployment. Users can run OpenManus on their own computers and drive the intelligences to perform various tasks by inputting commands through the terminal. This localized deployment enhances interactivity and controllability, allowing users to have a more intuitive understanding of the working process of the intelligences.
3. modular design: OpenManus adopts a modularized design and contains several intelligent body (Agent) modules, such as Main Agent, Planning Agent, ToolCall Agent, and so on. These modules can be freely combined to form an AI assistant that meets the specific needs of the user.
4. Powerful toolchain: OpenManus integrates a variety of toolchains, such as a Python code executor, a web search tool, a browser automation tool and a file handling system. These tools can work together to efficiently accomplish a variety of complex tasks.
5. Real-time feedback mechanisms: OpenManus provides a real-time feedback mechanism that allows users to view the thinking process, task progress, and file generation of an intelligent body in real time during task execution. This transparent execution process helps users to better understand and control the behavior of the intelligent body.

OpenManus Technical Architecture

OpenManus is developed based on Python and adopts a layered architecture design. The bottom layer consists of a large language model (LLM), the middle layer disassembles tasks through the Multi-Intelligent Body Collaboration Framework (MetaGPT), and the execution layer calls all kinds of API interfaces to complete specific operations.OpenManus supports the seamless integration of multiple top models, such as Claude 3.5, Qwen VL Plus, etc., which enables the developer to make full use of the advantages of each model.

OpenManus Features

1. Mission planning and implementation: OpenManus is able to disassemble complex tasks into multiple subtasks and assign them to different intelligent body modules for execution. Through the optimization of the planning system, OpenManus is able to support dynamic task adjustment and improve the efficiency and flexibility of task execution.
2. Code generation and execution: OpenManus supports writing and executing Python code, generating and running code in real time to accomplish computational or automated scripting tasks.
3. Data Analysis and Visualization: OpenManus is able to call APIs to obtain data, generate visual reports, and support custom data analysis tools to help users better understand and analyze data.
4. Web Information Retrieval and Extraction: OpenManus is able to simulate human actions to access web pages, extract information, and generate documents in specific formats, such as SEO audit reports, stock analysis reports, and so on.
5. Document processing and management: OpenManus supports document generation, management and formatted output, such as generating HTML reports, PDF documents and more.

OpenManus Application Scenarios

OpenManus can be applied in many fields, such as software development, data analysis, Internet marketing, office automation, etc.. For example, in the field of software development, OpenManus can automatically write code, test code, generate documents, etc.; in the field of data analysis, OpenManus can automatically obtain data, generate reports, data mining, etc.; in the field of Internet marketing, OpenManus can automatically carry out SEO optimization, social media marketing, email marketing and so on.

In the future, the MetaGPT team plans to further optimize the functionality and performance of OpenManus, including optimizing the task planning system, adding real-time demonstration and replay features, and fine-tuning the model using reinforcement learning. Meanwhile, the team also encourages developers to contribute their own tool modules and optimization algorithms to jointly promote the development and improvement of OpenManus.

GitHub repository address: https://github.com/mannaandpoem/OpenManus/