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multi agent architectures list

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### Available Swarms in The Swarms API
# Multi-Agent Architectures
| Swarm Type | Description (English) | Description (Chinese) |
|----------------------|-----------------------------------------------------------------------------|----------------------------------------------------------------------------|
| AgentRearrange | A swarm type focused on rearranging agents for optimal performance. | 一种专注于重新排列代理以实现最佳性能的群类型。 |
| MixtureOfAgents | Combines different types of agents to achieve a specific goal. | 结合不同类型的代理以实现特定目标。 |
| SpreadSheetSwarm | Utilizes spreadsheet-like structures for data management and operations. | 利用类似电子表格的结构进行数据管理和操作。 |
| SequentialWorkflow | Executes tasks in a sequential manner. | 以顺序方式执行任务。 |
| ConcurrentWorkflow | Allows tasks to be executed concurrently for efficiency. | 允许任务并发执行以提高效率。 |
| GroupChat | Facilitates communication among agents in a group chat format. | 以群聊格式促进代理之间的沟通。 |
| MultiAgentRouter | Routes tasks and information among multiple agents. | 在多个代理之间路由任务和信息。 |
| AutoSwarmBuilder | Automatically builds and configures swarms based on predefined criteria. | 根据预定义标准自动构建和配置群。 |
| HiearchicalSwarm | Organizes agents in a hierarchical structure for task delegation. | 以层次结构组织代理以进行任务委派。 |
| auto | Automatically selects the best swarm type based on the context. | 根据上下文自动选择最佳群类型。 |
| MajorityVoting | Uses majority voting among agents to make decisions. | 使用代理之间的多数投票来做出决策。 |
| MALT | A specialized swarm type for specific tasks (details needed). | 一种专门为特定任务设计的群类型（需要详细信息）。 |
Each multi-agent architecture type is designed for specific use cases and can be combined to create powerful multi-agent systems. Here's a comprehensive overview of each available swarm:
### Documentation for Swarms
| Swarm Type | Description | Learn More |
|---------------------|------------------------------------------------------------------------------|------------|
| AgentRearrange | Dynamically reorganizes agents to optimize task performance and efficiency. Optimizes agent performance by dynamically adjusting their roles and positions within the workflow. This architecture is particularly useful when the effectiveness of agents depends on their sequence or arrangement. | [Learn More](/swarms/structs/agent_rearrange) |
| MixtureOfAgents | Creates diverse teams of specialized agents, each bringing unique capabilities to solve complex problems. Each agent contributes unique skills to achieve the overall goal, making it excel at tasks requiring multiple types of expertise or processing. | [Learn More](/swarms/structs/moa) |
| SpreadSheetSwarm | Provides a structured approach to data management and operations, making it ideal for tasks involving data analysis, transformation, and systematic processing in a spreadsheet-like structure. | [Learn More](/swarms/structs/spreadsheet_swarm) |
| SequentialWorkflow | Ensures strict process control by executing tasks in a predefined order. Perfect for workflows where each step depends on the completion of previous steps. | [Learn More](/swarms/structs/sequential_workflow) |
| ConcurrentWorkflow | Maximizes efficiency by running independent tasks in parallel, significantly reducing overall processing time for complex operations. Ideal for independent tasks that can be processed simultaneously. | [Learn More](/swarms/structs/concurrentworkflow) |
| GroupChat | Enables dynamic collaboration between agents through a chat-based interface, facilitating real-time information sharing and decision-making. | [Learn More](/swarms/structs/group_chat) |
| MultiAgentRouter | Acts as an intelligent task dispatcher, ensuring optimal distribution of work across available agents based on their capabilities and current workload. | [Learn More](/swarms/structs/multi_agent_router) |
| AutoSwarmBuilder | Simplifies swarm creation by automatically configuring agent architectures based on task requirements and performance metrics. | [Learn More](/swarms/structs/auto_swarm_builder) |
| HiearchicalSwarm | Implements a structured approach to task management, with clear lines of authority and delegation across multiple agent levels. | [Learn More](/swarms/structs/multi_swarm_orchestration) |
| auto | Provides intelligent swarm selection based on context, automatically choosing the most effective architecture for given tasks. | [Learn More](/swarms/concept/how_to_choose_swarms) |
| MajorityVoting | Implements robust decision-making through consensus, particularly useful for tasks requiring collective intelligence or verification. | [Learn More](/swarms/structs/majorityvoting) |
| MALT | Specialized framework for language-based tasks, optimizing agent collaboration for complex language processing operations. | [Learn More](/swarms/structs/malt) |
1. **AgentRearrange**: This swarm type is designed to rearrange agents to optimize their performance in a given task. It is useful in scenarios where agent positioning or order affects the outcome.
- 这种群类型旨在重新排列代理以优化其在给定任务中的性能。它在代理位置或顺序影响结果的情况下非常有用。
# Learn More
2. **MixtureOfAgents**: This type combines various agents, each with unique capabilities, to work together towards a common goal. It leverages the strengths of different agents to enhance overall performance.
- 这种类型结合了各种代理，每个代理都有独特的能力，共同努力实现共同目标。它利用不同代理的优势来提高整体性能。
To learn more about Swarms architecture and how different swarm types work together, visit our comprehensive guides:
3. **SpreadSheetSwarm**: This swarm type uses spreadsheet-like structures to manage and operate on data. It is ideal for tasks that require organized data manipulation and analysis.
- 这种群类型使用类似电子表格的结构来管理和操作数据。它非常适合需要有组织的数据操作和分析的任务。
- [Introduction to Multi-Agent Architectures](/swarms/concept/swarm_architectures)
4. **SequentialWorkflow**: Tasks are executed one after another in this swarm type, ensuring that each step is completed before the next begins. It is suitable for processes that require strict order.
- 在这种群类型中，任务一个接一个地执行，确保每个步骤在下一个步骤开始之前完成。它适用于需要严格顺序的流程。
- [How to Choose the Right Multi-Agent Architecture](/swarms/concept/how_to_choose_swarms)
5. **ConcurrentWorkflow**: This type allows multiple tasks to be executed simultaneously, improving efficiency and reducing time for completion. It is best for independent tasks that do not rely on each other.
- 这种类型允许多个任务同时执行，提高效率并减少完成时间。它最适合不相互依赖的独立任务。
- [Framework Architecture Overview](/swarms/concept/framework_architecture)
6. **GroupChat**: Facilitates communication among agents in a group chat format, enabling real-time collaboration and decision-making.
- 以群聊格式促进代理之间的沟通，实现实时协作和决策。
7. **MultiAgentRouter**: This swarm type routes tasks and information among multiple agents, ensuring that each agent receives the necessary data to perform its function.
- 这种群类型在多个代理之间路由任务和信息，确保每个代理接收到执行其功能所需的数据。
8. **AutoSwarmBuilder**: Automatically builds and configures swarms based on predefined criteria, reducing the need for manual setup and configuration.
- 根据预定义标准自动构建和配置群，减少手动设置和配置的需要。
9. **HiearchicalSwarm**: Organizes agents in a hierarchical structure, allowing for efficient task delegation and management.
- 以层次结构组织代理，允许高效的任务委派和管理。
10. **auto**: Automatically selects the most appropriate swarm type based on the context and requirements of the task.
- 根据任务的上下文和要求自动选择最合适的群类型。
11. **MajorityVoting**: Uses a majority voting mechanism among agents to make decisions, ensuring that the most popular choice is selected.
- 使用代理之间的多数投票机制来做出决策，确保选择最受欢迎的选项。
12. **MALT**: A specialized swarm type designed for specific tasks. Further details are needed to fully document this type.
- 一种专门为特定任务设计的群类型。需要进一步的详细信息来完整记录这种类型。
- [Building Custom Swarms](/swarms/structs/custom_swarm)

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