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Owl: Optimized Workforce Learning for multi-agent collaboration

🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation - camel-ai/owl

[2025.03.11]: We added MCPToolkit, FileWriteToolkit, and TerminalToolkit to enhance OWL agents with MCP tool calling, file writing capabilities, and terminal command execution. Our experiments show that other models may result in significantly lower performance on complex tasks and benchmarks, especially those requiring advanced multi-modal understanding and tool use. AudioAnalysisToolkit: Audio processing (requires OpenAI API) CodeExecutionToolkit: Python code execution and evaluation SearchToolkit: Web searches (Google, DuckDuckGo, Wikipedia) DocumentProcessingToolkit: Document parsing (PDF, DOCX, etc.)

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