AI Automation: Deploying a Multi-Agent Collaborative Discussion System (ProTalk Round Table)

AI Automation: Deploying a Multi-Agent "Round Table" via ProTalk

Automation Stack & Architecture

  • Agent Framework: Multi-agent collaboration ("Круглый стол с ИИ агентами") involving multiple bots or role-based experts (Marketing Expert, Data Analyst, Creative Designer).
  • Integration Layers: Specialized prompts, individual personae settings, and custom knowledge bases per agent; execution managed within the ProTalk platform ecosystem.
  • Target Outcome: Generation of unexpected insights from professional debates without human pauses for thinking.

Agent Roles & Tools Assignment

Note: Agents are assigned specific personas/knowledge but act as team members rather than simple tools.

  • Expert Role A: Marketing Specialist
    • Persona:get expert perspective on marketing campaigns and product positioning.
    • Goal: Contribute domain expertise during group discussions.
  • Expert Role B: Data Analyst
    • Persona: Analytical specialist capable of interpreting data patterns.
    • Goal: Provide analytical critique to other agents in a discussion thread.
  • Expert Role C: Creative Designer
    • Persona: Visual and creative thinker.
    • Goal: Offer design-centric or aesthetic perspectives in collaborative brainstorming sessions.

Step-by-Step Workflow Orchestration

  1. Set up multiple specialized agents with individual prompts, characters (persona), and individual knowledge bases via ProTalk settings.
  2. Define the topic_of_discussion provided by any user promptsettiing context for all participating bots.
  3. Trigger the dialogue/debate loop where agents exchange opinions (`обмениваются мнениями`), argue certain points, and complement each other's views based on their specific roles.
  4. Execute autonomous publication enough that human intervention is only required at setup; notice how they function without

! DYOR (Do Your Own Research)