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README.md
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README.md
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@ -25,9 +25,11 @@ # MetaGPT: The Multi-Agent Framework
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<a href="https://huggingface.co/spaces/deepwisdom/MetaGPT" target="_blank"><img alt="Hugging Face" src="https://img.shields.io/badge/%F0%9F%A4%97%20-Hugging%20Face-blue?color=blue&logoColor=white" /></a>
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</p>
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1. MetaGPT takes a **one line requirement** as input and outputs **user stories / competitive analysis / requirements / data structures / APIs / documents, etc.**
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2. Internally, MetaGPT includes **product managers / architects / project managers / engineers.** It provides the entire process of a **software company along with carefully orchestrated SOPs.**
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1. `Code = SOP(Team)` is the core philosophy. We materialize SOP and apply it to teams composed of LLMs.
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1. MetaGPT takes a **one line requirement** as input and outputs **user stories / competitive analysis / requirements /
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data structures / APIs / documents, etc.**
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2. Internally, MetaGPT includes **product managers / architects / project managers / engineers.** It provides the entire
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process of a **software company along with carefully orchestrated SOPs.**
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1. `Code = SOP(Team)` is the core philosophy. We materialize SOP and apply it to teams composed of LLMs.
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@ -35,21 +37,17 @@ # MetaGPT: The Multi-Agent Framework
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## MetaGPT's Abilities
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https://github.com/geekan/MetaGPT/assets/34952977/34345016-5d13-489d-b9f9-b82ace413419
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## Examples (fully generated by GPT-4)
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For example, if you type `python startup.py "Design a RecSys like Toutiao"`, you would get many outputs, one of them is data & api design
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For example, if you type `python startup.py "Design a RecSys like Toutiao"`, you would get many outputs, one of them is
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data & api design
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It costs approximately **$0.2** (in GPT-4 API fees) to generate one example with analysis and design, and around **$2.0** for a full project.
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It costs approximately **$0.2** (in GPT-4 API fees) to generate one example with analysis and design, and around **$2.0
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** for a full project.
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## Installation
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@ -75,10 +73,12 @@ # Step 3: Clone the repository to your local machine, and install it.
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**Note:**
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- If already have Chrome, Chromium, or MS Edge installed, you can skip downloading Chromium by setting the environment variable
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- If already have Chrome, Chromium, or MS Edge installed, you can skip downloading Chromium by setting the environment
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variable
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`PUPPETEER_SKIP_CHROMIUM_DOWNLOAD` to `true`.
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- Some people are [having issues](https://github.com/mermaidjs/mermaid.cli/issues/15) installing this tool globally. Installing it locally is an alternative solution,
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- Some people are [having issues](https://github.com/mermaidjs/mermaid.cli/issues/15) installing this tool globally.
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Installing it locally is an alternative solution,
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```bash
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npm install @mermaid-js/mermaid-cli
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@ -91,72 +91,75 @@ # Step 3: Clone the repository to your local machine, and install it.
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MMDC: "./node_modules/.bin/mmdc"
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```
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- if `pip install -e.` fails with error `[Errno 13] Permission denied: '/usr/local/lib/python3.11/dist-packages/test-easy-install-13129.write-test'`, try instead running `pip install -e. --user`
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- if `pip install -e.` fails with
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error `[Errno 13] Permission denied: '/usr/local/lib/python3.11/dist-packages/test-easy-install-13129.write-test'`,
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try instead running `pip install -e. --user`
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- To convert Mermaid charts to SVG, PNG, and PDF formats. In addition to the Node.js version of Mermaid-CLI, you now have the option to use Python version Playwright, pyppeteer or mermaid.ink for this task.
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- To convert Mermaid charts to SVG, PNG, and PDF formats. In addition to the Node.js version of Mermaid-CLI, you now
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have the option to use Python version Playwright, pyppeteer or mermaid.ink for this task.
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- Playwright
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- **Install Playwright**
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- Playwright
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- **Install Playwright**
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```bash
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pip install playwright
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```
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```bash
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pip install playwright
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```
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- **Install the Required Browsers**
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- **Install the Required Browsers**
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to support PDF conversion, please install Chrominum.
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to support PDF conversion, please install Chrominum.
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```bash
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playwright install --with-deps chromium
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```
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```bash
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playwright install --with-deps chromium
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```
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- **modify `config.yaml`**
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- **modify `config.yaml`**
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uncomment MERMAID_ENGINE from config.yaml and change it to `playwright`
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uncomment MERMAID_ENGINE from config.yaml and change it to `playwright`
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```yaml
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MERMAID_ENGINE: playwright
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```
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```yaml
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MERMAID_ENGINE: playwright
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```
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- pyppeteer
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- **Install pyppeteer**
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- pyppeteer
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- **Install pyppeteer**
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```bash
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pip install pyppeteer
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```
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```bash
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pip install pyppeteer
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```
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- **Use your own Browsers**
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- **Use your own Browsers**
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pyppeteer alow you use installed browsers, please set the following envirment
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```bash
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export PUPPETEER_EXECUTABLE_PATH = /path/to/your/chromium or edge or chrome
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```
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pyppeteer alow you use installed browsers, please set the following envirment
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please do not use this command to install browser, it is too old
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```bash
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export PUPPETEER_EXECUTABLE_PATH = /path/to/your/chromium or edge or chrome
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```
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```bash
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pyppeteer-install
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```
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please do not use this command to install browser, it is too old
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- **modify `config.yaml`**
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```bash
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pyppeteer-install
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```
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uncomment MERMAID_ENGINE from config.yaml and change it to `pyppeteer`
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- **modify `config.yaml`**
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```yaml
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MERMAID_ENGINE: pyppeteer
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```
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uncomment MERMAID_ENGINE from config.yaml and change it to `pyppeteer`
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- mermaid.ink
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- **modify `config.yaml`**
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```yaml
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MERMAID_ENGINE: pyppeteer
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```
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uncomment MERMAID_ENGINE from config.yaml and change it to `ink`
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- mermaid.ink
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- **modify `config.yaml`**
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```yaml
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MERMAID_ENGINE: ink
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```
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uncomment MERMAID_ENGINE from config.yaml and change it to `ink`
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Note: this method does not support pdf export.
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```yaml
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MERMAID_ENGINE: ink
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```
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Note: this method does not support pdf export.
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### Installation by Docker
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@ -212,7 +215,7 @@ # Copy the configuration file and make the necessary modifications.
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```
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| Variable Name | config/key.yaml | env |
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| ------------------------------------------ | ----------------------------------------- | ----------------------------------------------- |
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|--------------------------------------------|-------------------------------------------|-------------------------------------------------|
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| OPENAI_API_KEY # Replace with your own key | OPENAI_API_KEY: "sk-..." | export OPENAI_API_KEY="sk-..." |
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| OPENAI_API_BASE # Optional | OPENAI_API_BASE: "https://<YOUR_SITE>/v1" | export OPENAI_API_BASE="https://<YOUR_SITE>/v1" |
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@ -286,11 +289,13 @@ ### Code walkthrough
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## QuickStart
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It is difficult to install and configure the local environment for some users. The following tutorials will allow you to quickly experience the charm of MetaGPT.
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It is difficult to install and configure the local environment for some users. The following tutorials will allow you to
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quickly experience the charm of MetaGPT.
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- [MetaGPT quickstart](https://deepwisdom.feishu.cn/wiki/CyY9wdJc4iNqArku3Lncl4v8n2b)
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Try it on Huggingface Space
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- https://huggingface.co/spaces/deepwisdom/MetaGPT
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## Citation
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@ -310,10 +315,12 @@ ## Citation
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## Contact Information
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If you have any questions or feedback about this project, please feel free to contact us. We highly appreciate your suggestions!
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If you have any questions or feedback about this project, please feel free to contact us. We highly appreciate your
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suggestions!
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- **Email:** alexanderwu@fuzhi.ai
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- **GitHub Issues:** For more technical inquiries, you can also create a new issue in our [GitHub repository](https://github.com/geekan/metagpt/issues).
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- **GitHub Issues:** For more technical inquiries, you can also create a new issue in
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our [GitHub repository](https://github.com/geekan/metagpt/issues).
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We will respond to all questions within 2-3 business days.
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