MetaGPT: The Multi-Agent Framework
Assign different roles to GPTs to form a collaborative software entity for complex tasks.
- MetaGPT takes a one line requirement as input and outputs user stories / competitive analysis / requirements / data structures / APIs / documents, etc.
- Internally, MetaGPT includes product managers / architects / project managers / engineers. It provides the entire process of a software company along with carefully orchestrated SOPs.
Code = SOP(Team)
is the core philosophy. We materialize SOP and apply it to teams composed of LLMs.
Software Company Multi-Role Schematic
MetaGPT's Abilities
MetaGPT started as a software company, but its capabilities are not limited to that. You can use this multi-agent framework in your own scenario to build your own application. For details, you can refer to Researcher under Use Cases. Let's do it.
Examples (fully generated by GPT-4)
For example, if you type metagpt "Design a RecSys like Toutiao"
, you would get many outputs, one of them is data & api design
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.