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| ## **Product Feature Document: Multi-Agent Distributed Collaboration Framework** | |
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| **Introduction**: | |
| In the modern age of AI, the potential of harnessing multiple intelligent agents to automate real-world tasks offers unprecedented value. We're building a framework that enables multi-agent distributed collaboration, akin to working with millions of GPT-3 nodes, and this document outlines the features which will bring tremendous value to early adopters. | |
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| **1. Data Security & Privacy** | |
| - **On-Premise Hosting**: Users can deploy the framework on their server to ensure data doesn't leave their ecosystem. | |
| - **Private Learning**: The agents can learn without transmitting sensitive data out. | |
| - **Firewalled Models**: Ensures that all model data remains secured behind barriers, preventing unauthorized data access. | |
| - **HuggingFace Integration**: For those comfortable with the HuggingFace ecosystem. | |
| - **Transparency**: Ability to see agent activity, task history, which aids in accountability. | |
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| **2. Agent & Swarm Management** | |
| - **Optimized Task Allocation**: System can decide which agents are best suited for each task, based on their learning and past performance. | |
| - **Agent Feedback System**: Enables users to assist or provide feedback to the managing agent. | |
| - **Holistic Swarm View**: Visualize the entire swarm, the communication streams, and individually modify agent behavior. | |
| - **Work Optimization**: Routines to determine the most efficient distribution of tasks amongst agents. | |
| - **Quality Assurance Agent**: A specialized agent to ensure the outputs meet the required standards. | |
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| **3. Output Management & Monitoring** | |
| - **Stop Looping**: If an agent gets stuck in a task loop, the system can intervene. | |
| - **Output Monitoring**: Real-time surveillance of what each agent produces. | |
| - **Task Summaries**: An overview of tasks, tailored to different management levels (CEO summary, manager summary). | |
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| **4. Cross-Platform Integration** | |
| - **OS Compatibility**: Seamlessly operate across Mac, Linux, and Windows. | |
| - **Beyond Browser**: Ability to interact with different applications across the entire OS. | |
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| **5. Customization & Training** | |
| - **Agent Personalization**: Tailor each agent's prompts, tools, and behavior to better fit specific tasks. | |
| - **Training Agent for SMBs**: Simplified input prompting system to guide small-medium businesses. | |
| - **Human Training Agent**: Uses visual aids, questions, and references to train human users. Incorporates meta prompting for dynamic environments. | |
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| **6. Installation & Deployment** | |
| - **Easy Install Process**: Streamlined installation process, with real-time troubleshooting support. | |
| - **Cloud Setup for Non-GPU**: For those without local GPU, a straightforward cloud setup guide. | |
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| **7. Advanced Agent Dynamics** | |
| - **Non-Hierarchical Structure**: Worker agents autonomously pick tasks based on their strengths. | |
| - **Knowledge Store**: A separate or integrated system where agents access and augment their knowledge. | |
| - **API Integration**: Ability to easily integrate different APIs like LLM, GPT-4, and Anthropic. | |
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| **8. Memory & Knowledge Management** | |
| - **Differentiated Memory**: Separate memory storage for individual agents and the entire swarm, aiding in more efficient task delegation and execution. | |
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| **Events and Workshops (for community involvement & onboarding)** | |
| - **Monthly Webinars**: Dive deep into feature releases, use cases, and best practices. | |
| - **Next Session**: August 25th, 2023 - "Harnessing the Power of Multi-Agent Systems" | |
| - **Quarterly Workshops**: Hands-on sessions for businesses to understand how to best leverage the framework. | |
| - **Upcoming Workshop**: September 15th-17th, 2023 - "Optimizing Agent Performance for Business Tasks" | |
| - **Annual Swarm Conclave**: A grand gathering of all community members, developers, and businesses to discuss future roadmaps and celebrate successes. | |
| - **Swarm Conclave 2023**: December 2nd-4th, 2023, San Francisco, CA. | |
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| **Conclusion**: | |
| This framework is not merely a technological tool, but a step into the future of collaborative AI. By combining the strengths of multiple intelligent agents, we can redefine how businesses operate, innovate, and grow. | |
| **Join the revolution. Become part of Agora.** | |
| [**Discord Link**](https://discord.gg/qUtxnK2NMf) |