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# Swarms
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Orchestrate enterprise-grade agents for multi-agent collaboration and orchestration to automate real-world problems.
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<div style="display:flex; margin:0 auto; justify-content: center;">
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<div style="width:25%">
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<h2>Core Concepts</h2>
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<ul>
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<li>
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<a href="swarms/structs/agent">
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Agents
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</a>
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</li>
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<li>
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<a href="swarms/memory/diy_memory">
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Memory
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</a>
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</li>
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<li>
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<a href="swarms/tools/main">
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Tools
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</a>
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</li>
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<li>
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<a href="swarms/structs/task">
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Tasks
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</a>
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</li>
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<li>
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<a href="swarms/structs/agent_rearrange">
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Multi-Agent Orchestration
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</a>
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</li>
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</ul>
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</div>
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<div style="width:25%">
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<h2>How-To Guides</h2>
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<ul>
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<li>
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<a href="swarms/install/install">
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Installing Swarms
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</a>
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</li>
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<li>
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<a href="swarms/install/docker_setup">
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Docker Setup
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</a>
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</li>
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<li>
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<a href="./how-to/Create-Custom-Tools">
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Create Custom Tools
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</a>
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</li>
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<li>
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<a href="swarms/structs/agent_rearrange">
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Multi-Agent Flows
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</a>
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</li>
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<li>
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<a href="swarms/structs/sequential_workflow">
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Sequential Workflows
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</a>
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</li>
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<li>
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<a href="./how-to/LLM-Connections">
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Connecting to LLMs
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</a>
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</li>
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<li>
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<a href="./how-to/Customizing-Agents">
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Customizing Agents
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</a>
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</li>
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<li>
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<a href="./how-to/Human-Input-on-Execution">
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Human Input on Execution
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</a>
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</li>
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<li>
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<a href="./how-to/AgentOps-Observability">
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Agent Monitoring with AgentOps
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</a>
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</li>
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</ul>
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</div>
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<div style="width:25%">
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<h2>Examples</h2>
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<ul>
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<li>
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<a target='_blank' href="applications/business-analyst-agent">
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Swarm of Buisness Analysts for Business Reports
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</a>
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</li>
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<li>
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<a target='_blank' href="https://medium.com/@kyeg/building-compliance-agents-with-chroma-db-llama3-sop-prompting-0ed3e73559d2">
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Compliance Swarm for Customer Privacy
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</a>
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</li>
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<li>
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<a target='_blank' href="https://medium.com/@kyeg/announcing-neosapiens-self-replicating-swarms-0a47410aafa7">
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Self-Replicating Hiearchical Swarms
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</a>
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</li>
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</ul>
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</div>
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<div style="width:25%">
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<h2>Community</h2>
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<ul>
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<li>
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<a target='_blank' href="https://discord.gg/3Zck7nX6">
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Join the Swarms Community!
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</a>
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</li>
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<li>
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<a target='_blank' href="https://github.com/kyegomez/swarm-ecosystem">
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Swarms Ecosystem
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</a>
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</li>
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<li>
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<a target='_blank' href="https://cal.com/swarms/swarms-onboarding-session">
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Support Team
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</a>
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</li>
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<li>
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<a target='_blank' href="https://cal.com/swarms/swarms-onboarding-session">
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Book a 1 on 1 Call With Founder: Kye
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</a>
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</li>
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</ul>
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</div>
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</div>
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| Core Concepts | How-To Guides | Examples | Community |
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|--------------------------------------------------|----------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------|
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| [Agents](swarms/structs/agent) | [Installing Swarms](swarms/install/install) | [Swarm of Business Analysts for Business Reports](applications/business-analyst-agent) | [Join the Swarms Community!](https://discord.gg/3Zck7nX6) |
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| [Memory](swarms/memory/diy_memory) | [Docker Setup](swarms/install/docker_setup) | [Compliance Swarm for Customer Privacy](https://medium.com/@kyeg/building-compliance-agents-with-chroma-db-llama3-sop-prompting-0ed3e73559d2) | [Swarms Ecosystem](https://github.com/kyegomez/swarm-ecosystem) |
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| [Tools](swarms/tools/main) | [Create Custom Tools](./how-to/Create-Custom-Tools) | [Self-Replicating Hierarchical Swarms](https://medium.com/@kyeg/announcing-neosapiens-self-replicating-swarms-0a47410aafa7) | [Support Team](https://cal.com/swarms/swarms-onboarding-session) |
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| [Tasks](swarms/structs/task) | [Multi-Agent Flows](swarms/structs/agent_rearrange) | | [Book a 1 on 1 Call With Founder: Kye](https://cal.com/swarms/swarms-onboarding-session) |
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| [Multi-Agent Orchestration](swarms/structs/agent_rearrange) | [Sequential Workflows](swarms/structs/sequential_workflow) | | |
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| | [Connecting to LLMs](./how-to/LLM-Connections) | | |
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| | [Customizing Agents](./how-to/Customizing-Agents) | | |
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| | [Human Input on Execution](./how-to/Human-Input-on-Execution) | | |
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| | [Agent Monitoring with AgentOps](./how-to/AgentOps-Observability) | | |
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