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@ -11,17 +11,11 @@ # MetaGPT: The Multi-Role Meta Programming Framework
## Examples (fully generated by GPT-4)
1. Each column here is a requirement of using the command `python startup.py <requirement>`.
2. By default, an investment of three dollars is made for each example and the program stops once this amount is depleted.
1. It requires around **$0.2** (GPT-4 api's costs) to generate one example with analysis and design.
2. It requires around **$2.0** (GPT-4 api's costs) to generate one example with a full project.
For example, if you type `python startup.py "Design a RecSys like Toutiao"`, you would get many outputs, one of them are data design
| | Design a LLMOps framework supports GPT-4 and other LLMs | Design a RecSys like Toutiao |
|----------------------|-------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------|
| Competitive Analysis | ![LLMOps Competitive Analysis](resources/workspace/llmops_framework/resources/competitive_analysis.png) | ![Jinri Toutiao Recsys Competitive Analysis](resources/workspace/content_rec_sys/resources/competitive_analysis.png) |
| Data & API Design | ![LLMOps Data & API Design](resources/workspace/llmops_framework/resources/data_api_design.png) | ![Jinri Toutiao Recsys Data & API Design](resources/workspace/content_rec_sys/resources/data_api_design.png) |
| Sequence Flow | ![LLMOps Sequence Flow](resources/workspace/llmops_framework/resources/seq_flow.png) | ![Jinri Toutiao Recsys Sequence Flow](resources/workspace/content_rec_sys/resources/seq_flow.png) |
![Jinri Toutiao Recsys Data & API Design](resources/workspace/content_rec_sys/resources/data_api_design.png)
It requires around **$0.2** (GPT-4 api's costs) to generate one example with analysis and design, around **$2.0** to a full project.
## Installation
@ -78,15 +72,6 @@ ### Code walkthrough
You can check `examples` for more details on single role (with knowledge base) and LLM only examples.
## Contact Information
If you have any questions or feedback about this project, feel free to reach out to us. We appreciate your input!
- **Email:** alexanderwu@fuzhi.ai
- **GitHub Issues:** For more technical issues, you can also create a new issue in our [GitHub repository](https://github.com/geekan/metagpt/issues).
We aim to respond to all inquiries within 2-3 business days.
## Demo
https://github.com/geekan/MetaGPT/assets/2707039/5e8c1062-8c35-440f-bb20-2b0320f8d27d