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[FIX][AgentLoader] [REMOVE][DeepResearchSwarm]
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docs/swarms/structs/deep_research_swarm.md

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docs/swarms/structs/swarm_router.md

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| `HiearchicalSwarm` | Hierarchical organization of agents |
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| `MajorityVoting` | Uses majority voting for decision making |
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| `MALT` | Multi-Agent Language Tasks |
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| `DeepResearchSwarm` | Specialized for deep research tasks |
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| `CouncilAsAJudge` | Council-based judgment system |
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| `InteractiveGroupChat` | Interactive group chat with user participation |
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| `auto` | Automatically selects best swarm type via embedding search |

docs/swarms/utils/agent_loader.md

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The AgentLoader is included with the Swarms framework:
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```python
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from swarms.utils import AgentLoader, load_agent_from_markdown, load_agents_from_markdown
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from swarms import AgentLoader, load_agent_from_markdown, load_agents_from_markdown
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```
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## Markdown Format
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For more advanced usage, use the `AgentLoader` class directly:
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```python
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from swarms.utils import AgentLoader
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from swarms import AgentLoader
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# Initialize loader
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loader = AgentLoader()
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The AgentLoader provides comprehensive error handling:
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```python
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from swarms.utils import AgentLoader
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from swarms import AgentLoader
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loader = AgentLoader()
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docs/swarms_cloud/rust_client.md

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| `Auto` | Automatically selects the best swarm type |
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| `MajorityVoting` | Agents vote on decisions |
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| `Malt` | Multi-Agent Language Tasks |
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| `DeepResearchSwarm` | Specialized for deep research tasks |
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## Detailed Examples
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examples/demos/science/deep_research_swarm_example.py

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examples/multi_agent/deep_research_examples/deep_research_example.py

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examples/multi_agent/deep_research_examples/deep_research_swarm.py

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examples/multi_agent/deep_research_examples/deep_research_swarm_example.py

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examples/multi_agent/deep_research_examples/deep_research_swarm_example_new.py

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swarms/cli/main.py

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)
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from swarms.cli.onboarding_process import OnboardingProcess
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from swarms.structs.agent import Agent
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from swarms.utils.agent_loader import AgentLoader
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from swarms.structs.agent_loader import AgentLoader
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from swarms.utils.formatter import formatter
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from dotenv import load_dotenv
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