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MoLOS-LLM-Council Module Launch

· 6 min read
Eduardez
Eduardez
MoLOS Lead Developer

We're thrilled to announce the launch of the MoLOS-LLM-Council module, a revolutionary AI consultation system that brings multiple AI personas together to provide diverse perspectives on your questions. This module represents a significant advancement in how we interact with AI systems for decision-making and problem-solving.

What is MoLOS-LLM-Council?​

MoLOS-LLM-Council is an AI consultation module that uses a unique persona-based architecture to provide multi-perspective advice. Instead of consulting a single AI model, you engage with a council of AI personas, each bringing their own expertise, viewpoints, and problem-solving approaches to your question.

Core Concept: 3-Stage Consultation Process​

The module implements a sophisticated 3-stage consultation process designed to gather comprehensive insights:

Stage 1: Individual Perspectives​

Each persona in the council provides their unique perspective on your question independently. This ensures diversity of thought and prevents groupthink.

Stage 2: Deliberation​

The personas engage in a structured deliberation, discussing the different viewpoints, identifying common ground, and exploring areas of disagreement.

Stage 3: Synthesis​

A final synthesis brings together all the insights into a cohesive, actionable recommendation with clear reasoning and next steps.

Persona-Based Architecture​

At the heart of MoLOS-LLM-Council is its persona system. Personas are AI agents with defined characteristics:

  • Expertise: Specialized knowledge domains
  • Personality: Distinct communication styles and approaches
  • Perspective: Unique viewpoints on problems
  • Tools: Specialized capabilities for specific tasks

System Personas​

The module comes with several pre-configured system personas:

  • The Strategist: Big-picture thinking, long-term planning
  • The Analyst: Data-driven, analytical approach
  • The Creative: Out-of-the-box thinking, innovative solutions
  • The Pragmatist: Practical, actionable advice
  • The Skeptic: Critical thinking, identifying risks

Custom Personas​

Users can create custom personas tailored to their specific needs:

  • Define expertise areas
  • Set personality traits
  • Configure communication style
  • Add specialized tools

Multi-Provider Support​

MoLOS-LLM-Council supports multiple AI providers, giving you flexibility in choosing the best model for each persona:

  • OpenAI: GPT-4, GPT-3.5
  • Anthropic: Claude 3 Opus, Claude 3 Sonnet
  • OpenRouter: Access to 100+ models
  • Z.AI: Custom models and fine-tuning
  • Custom Providers: Support for custom API endpoints

This allows you to mix and match models, using the best tool for each persona's expertise area.

Key Features​

Smart Persona Selection​

The system can automatically select the best personas for your question based on topic analysis, or you can manually choose specific personas for your council.

Conversation History​

All consultations are saved with full conversation history, allowing you to:

  • Review past consultations
  • Resume previous discussions
  • Track decision evolution over time

Rich Text Editor​

The module includes a powerful markdown editor with:

  • Live preview
  • Syntax highlighting
  • Embed support
  • Export capabilities

Real-time Streaming​

All AI responses stream in real-time, providing immediate feedback and a more engaging experience.

Search and Filtering​

Powerful search capabilities allow you to find relevant consultations quickly:

  • Full-text search
  • Filter by date
  • Filter by persona
  • Filter by topic

Getting Started​

Installation​

Install MoLOS-LLM-Council through the MoLOS module system:

npm link @molos/llm-council

Basic Usage​

  1. Open the Council: Navigate to the LLM Council module
  2. Ask a Question: Enter your question or problem
  3. Select Personas: Choose personas or let the system select
  4. Watch the Process: Observe the 3-stage consultation unfold
  5. Review Results: Read the synthesis and all individual perspectives

Use Cases​

MoLOS-LLM-Council is valuable across many scenarios:

Business Decisions​

  • Strategic planning
  • Market analysis
  • Risk assessment
  • Product development

Personal Decisions​

  • Career planning
  • Financial decisions
  • Life choices
  • Problem-solving

Creative Work​

  • Brainstorming ideas
  • Exploring concepts
  • Getting feedback
  • Developing strategies

Technical Problems​

  • Architecture decisions
  • Code review
  • Bug investigation
  • Design choices

Benefits​

Diverse Perspectives​

Get multiple viewpoints on any question, reducing bias and uncovering insights you might miss with a single AI.

Structured Process​

The 3-stage consultation ensures a thorough exploration of any topic, from multiple angles to a cohesive synthesis.

Customizable​

Create personas tailored to your specific needs, whether for professional or personal use.

Flexible​

Use different AI providers for different personas, optimizing for each persona's strengths.

Persistent​

All consultations are saved and searchable, creating a valuable knowledge base over time.

Module Architecture​

MoLOS-LLM-Council is built as a modular, extensible system:

MoLOS-LLM-Council/
├── src/
│   ├── components/       # UI components
│   ├── models/          # Data models
│   ├── routes/          # API endpoints
│   ├── server/
│   │   ├── council/     # Council logic
│   │   ├── providers/   # AI provider clients
│   │   ├── database/    # Database schema
│   │   └── repositories/# Data access
│   └── stores/          # State management
├── drizzle/             # Database migrations
├── manifest.yaml        # Module metadata
└── package.json         # Dependencies

API Integration​

The module provides comprehensive API endpoints:

# Start a new consultation
POST /api/start
{
  "question": "What should I consider when launching a startup?",
  "personaIds": ["strategist", "analyst", "creative"],
  "providerId": "openai"
}

# Get consultation history
GET /api/conversations?limit=10

# Get specific consultation
GET /api/conversations/[id]

# Manage personas
GET /api/personas
POST /api/personas
PUT /api/personas/[id]
DELETE /api/personas/[id]

# Manage providers
GET /api/providers
POST /api/providers
PUT /api/providers/[id]

Database Schema​

The module uses a well-structured database schema:

  • Conversations: Stores consultation sessions
  • Messages: Individual messages from each persona
  • Personas: Persona definitions
  • Providers: AI provider configurations
  • Settings: User preferences

Future Enhancements​

We have exciting plans for the future:

  • Voting System: Allow users to vote on the most helpful perspectives
  • Consensus Building: AI-driven consensus identification
  • Collaborative Mode: Multiple users in the same council
  • Voice Interface: Audio input/output for consultations
  • Advanced Analytics: Insights from consultation patterns
  • Plugin System: Third-party persona and tool extensions

Module Status​

MoLOS-LLM-Council is production-ready and includes:

  • ✅ Complete 3-stage consultation process
  • ✅ Multi-provider support
  • ✅ Persona management system
  • ✅ Conversation history and search
  • ✅ Real-time streaming
  • ✅ Rich text editing
  • ✅ Comprehensive testing
  • ✅ Full documentation

Community​

We're building a community around MoLOS-LLM-Council:

  • Share custom personas
  • Discuss consultation strategies
  • Provide feedback and suggestions
  • Contribute to the codebase

Key Commits​

What's Next​

With the launch of MoLOS-LLM-Council, we're focusing on:

  1. User Feedback: Gathering and incorporating user feedback
  2. Performance: Optimizing for large consultations
  3. New Personas: Expanding the library of system personas
  4. Integration: Enhancing integrations with other MoLOS modules
  5. Mobile: Optimizing the mobile experience
  6. Roadmap: Planning the next major release

MoLOS-LLM-Council represents a new way of thinking about AI consultation. We're excited to see how you use it to make better decisions and solve complex problems. Try it out and share your experience!