# Multi-Agent Orchestration:

swarms was designed to faciliate the communication between many different and specialized agents from a vast array of other frameworks such as langchain, autogen, crew, and more.

In traditional swarm theory, there are many types of swarms usually for very specialized use-cases and problem sets. Such as Hiearchical and sequential are great for accounting and sales, because there is usually a boss coordinator agent that distributes a workload to other specialized agents.

| **Name**                | **Description**                                                                                                                        | **Code Link**                                                                        | **Use Cases**                                                                                      |
| ----------------------- | -------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------ | -------------------------------------------------------------------------------------------------- |
| Hierarchical swarms     | A system where agents are organized in a hierarchy, with higher-level agents coordinating lower-level agents to achieve complex tasks. | [Code Link](#)                                                                       | Manufacturing process optimization, multi-level sales management, healthcare resource coordination |
| Agent Rearrange         | A setup where agents rearrange themselves dynamically based on the task requirements and environmental conditions.                     | [Code Link](https://docs.swarms.world/en/latest/swarms/structs/agent_rearrange/)     | Adaptive manufacturing lines, dynamic sales territory realignment, flexible healthcare staffing    |
| Concurrent Workflows    | Agents perform different tasks simultaneously, coordinating to complete a larger goal.                                                 | [Code Link](#)                                                                       | Concurrent production lines, parallel sales operations, simultaneous patient care processes        |
| Sequential Coordination | Agents perform tasks in a specific sequence, where the completion of one task triggers the start of the next.                          | [Code Link](https://docs.swarms.world/en/latest/swarms/structs/sequential_workflow/) | Step-by-step assembly lines, sequential sales processes, stepwise patient treatment workflows      |
| Parallel Processing     | Agents work on different parts of a task simultaneously to speed up the overall process.                                               | [Code Link](#)                                                                       | Parallel data processing in manufacturing, simultaneous sales analytics, concurrent medical tests  |
