diff --git a/DOCS/ideas/aug16.md b/DOCS/ideas/aug16.md new file mode 100644 index 00000000..bcd53bbe --- /dev/null +++ b/DOCS/ideas/aug16.md @@ -0,0 +1,80 @@ +## **Product Feature Document: Multi-Agent Distributed Collaboration Framework** + +--- + +**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. + +--- + +**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. + +--- + +**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. + +--- + +**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). + +--- + +**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. + +--- + +**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. + +--- + +**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. + +--- + +**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. + +--- + +**8. Memory & Knowledge Management** +- **Differentiated Memory**: Separate memory storage for individual agents and the entire swarm, aiding in more efficient task delegation and execution. + +--- + +**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. + +--- + +**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) \ No newline at end of file diff --git a/README.md b/README.md index df32e4a9..e4a0e272 100644 --- a/README.md +++ b/README.md @@ -1,12 +1,9 @@ - - - ![Swarming banner icon](images/swarmsbanner.png)
-Introducing Swarms, automating all digital activities with multi-agent collaboration, get started in 30 seconds in a seamless onboarding experience... +Swarms is a modular framework that enables reliable and useful multi-agent collaboration at scale to automate real-world tasks. [![GitHub issues](https://img.shields.io/github/issues/kyegomez/swarms)](https://github.com/kyegomez/swarms/issues) [![GitHub forks](https://img.shields.io/github/forks/kyegomez/swarms)](https://github.com/kyegomez/swarms/network) [![GitHub stars](https://img.shields.io/github/stars/kyegomez/swarms)](https://github.com/kyegomez/swarms/stargazers) [![GitHub license](https://img.shields.io/github/license/kyegomez/swarms)](https://github.com/kyegomez/swarms/blob/main/LICENSE)[![GitHub star chart](https://img.shields.io/github/stars/kyegomez/swarms?style=social)](https://star-history.com/#kyegomez/swarms)[![Dependency Status](https://img.shields.io/librariesio/github/kyegomez/swarms)](https://libraries.io/github/kyegomez/swarms) [![Downloads](https://static.pepy.tech/badge/swarms/month)](https://pepy.tech/project/swarms) @@ -63,27 +60,10 @@ generated_text = hugging_face_model.generate("In a world where AI") * Or just the worker no `worker_node`: -```python -from swarms import worker_node - -# Your OpenAI API key -api_key = "sksdsds" - -# Initialize a WorkerNode with your API key -node = worker_node(api_key) - -# Define an objective -objective = "Please make a web GUI for using HTTP API server..." - -# Run the task -task = node.run(objective) - -print(task) -``` --- # Documentation -For documentation, go here, [the docs folder in the root diectory](docs) +For documentation, go here, [the docs folder in the root diectory](https://swarms.apac.ai) **NOTE: We need help building the documentation**