https://github.com/n0rthin/mycelium

A framework for creating multi-agent LLM-based systems
https://github.com/n0rthin/mycelium

agent agents collaboration communication framework llm

Last synced: about 2 months ago
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A framework for creating multi-agent LLM-based systems

• Host: GitHub
• URL: https://github.com/n0rthin/mycelium
• Owner: n0rthin
• License: mit
• Created: 2023-11-23T21:24:13.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-01-02T18:22:49.000Z (12 months ago)
• Last Synced: 2024-01-28T09:43:23.440Z (11 months ago)
• Topics: agent, agents, collaboration, communication, framework, llm
• Language: Python
• Homepage:
• Size: 675 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Mycelium

_[AutoGen](https://github.com/microsoft/autogen), but for hundreds or thousands of distributed agents_

![multi-agent system](./media/multi-agent-system.png)

Mycelium is framework for building mult-agent systems in which agents can communicate in natural language (LLM-based agents). Its primary goal is to provide tools for direct and group collaboration among agents.

**Mycelium is in its very early stages**

## Protocol

The protocol dictates specific guidelines for both the composition and sequencing of messages within a dialogue, imposing restrictions on either or both aspects.

## Ideal protocol

- [ ] Messages to services

- [ ] Multiple agents

- [ ] Schemas for messages

- [ ] Group collaboration topology

- [ ] Roles

- [ ] Nested protocols

- [x] Protocol prompt for agent

- [x] Infinite loops

- [x] Guiding prompts for agents

- [ ] Versioning

- [ ] Protocol inheritance

- [ ] Serializable protocol definition (no extra code required to use protocol)

# Plan:

1. Implement basic agent class for testing

2. Create test scenarios

3. Evaluate speech act approach