MetaGPT lets you assign different roles to GPTs and orchestrate them into a collaborative software entity that can handle complex tasks end-to-end, from requirements to deployment.
MetaGPT provides an open framework for orchestrating multiple large language models (LLMs) into collaborative entities that can handle complex end-to-end workflows. 🤝
It introduces two key concepts:
👥 Roles - Specific responsibilities like product manager, engineer etc assigned to individual LLMs
⚙️ SOPs: Standard operating procedures govern role interactions toward an overall objective
Under the hood, MetaGPT handles:
🗺️ Environment - Shared space for role observations, messages and outputs
🔁 Communication - Message parsing and routing between roles
🧠 Memory - Context accumulation and recall when roles act
🎚️ Configuration - Easy setup of roles, SOPs, prompts etc
Use cases span from simulating entire software lifecycles to even implementing RPGs among LLMs with defined behaviors.
By codifying best practices, MetaGPT streamlines building advanced multi-agent systems with 10x leverage over solo LLM usage.
- 🚀 Productivity - Orchestrate multiple LLMs to tackle complex workflows 10x faster than solo models.
- 🎯 Specialization - Assign roles matched to each LLM's strengths for higher quality output.
- 🔁 Reusability - Codified workflows, data and prompts make building new use cases simple.
- ⚙️ Configurability - Easily customize environment rules, SOPs, interactions to suit any need.
- 👥 Accessibility - Intuitive abstractions open up complex multi-agent systems to more developers.
In summary, MetaGPT provides the perfect blend of power and simplicity for engineers to leverage multiple LLMs for advanced yet reliable applications. With modular building blocks and guardrails, innovation unlocks for developers across skill levels.
- 👷🏽♀️ Builders: Alexander Wu
- 👩🏽💼 Builders on LinkedIn: https://www.linkedin.com/in/zongze-xu-331869ba/
- 👩🏽🏭 Builders on X: https://twitter.com/AlexanderWu0
- 👩🏽💻 Contributors: 50
- 💫 GitHub Stars: 31.4k
- 🍴 Forks: 3.7k
- 👁️ Watch: 657
- 🪪 License: MIT
- 🔗 Links: Below 👇🏽
- GitHub Repository: https://github.com/geekan/MetaGPT
- Official Website: https://www.deepwisdom.ai/
- LinkedIn Page: https://www.linkedin.com/company/metagpt/
- X Page: https://twitter.com/MetaGPT_
- Discord Server: https://discord.com/invite/NMrp44aahe
- Profile in The AI Engineer: https://github.com/theaiengineer/awesome-opensource-ai-engineering/blob/main/libraries/metagpt.md
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