AI Collaborative Chat System

Designing multi-AI interaction with visible refinement chains

1. Multi-AI Interaction Flow

User Flow Diagram

User Prompt AI Response Select Model Refinement Chain View
GPT-4 (Analytical)
Claude (Creative)
PaLM (Technical)
LLaMA (Concise)

UI Components

M1
Model Selector (Click to activate/deactivate)

Color-coded badges with model initials and tooltip on hover showing full name and specialty.

M2
Model Attribution

Appears above each message bubble with model name and refinement indicator.

Refinement Controls

"Refine" and "Improve" buttons below each message with visual connection to parent message.

2. Response Refinement System

Refinement UI Example

M1
GPT-4

Neural networks consist of interconnected nodes organized in layers.

M2
Claude (refining M1)

To expand: These layers typically include input, hidden, and output layers that process information sequentially.

Refinement Controls

Data Model

Message id: string content: string timestamp: datetime modelId: string AI Model id: string name: string specialty: string Refinement parentId: string

Key Relationships

  • • Message belongs to one AI Model (many-to-one)
  • • Message can have multiple Refinements (one-to-many)
  • • Refinement links to parent Message (self-referential)
  • • Each Refinement is a new Message with additional metadata

3. Conversation Interface

Desktop Interface

AI Collaboration
M1
GPT-4
M2
Claude
M3
PaLM
M1
GPT-4

Initial explanation of neural networks...

M2
Claude (refining M1)

Expanded explanation with creative analogies...

Mobile Considerations

Responsive Layout

  • • Collapsible side panel with model selector
  • • Stacked message bubbles with smaller indentation
  • • Touch-friendly refinement controls
  • • Simplified model attribution in compact view

Navigation Features

  • • Swipe to view refinement chains
  • • Tap model avatars to filter by contributor
  • • Pinch to zoom on technical content (code snippets)
  • • Long-press messages for refinement options

4. Visual Style & Components

MessageBubble

Displays AI/human messages with attribution, timestamp, and refinement controls.

modelId content timestamp

AISelector

Panel for activating/deactivating AI models with visual indicators.

activeModels onModelToggle

RefinementThread

Visualizes improvement chains with connecting lines and parent references.

parentId depth

ModelAttribution

Compact display of model identity with color coding and specialty.

name specialty color

InputController

Text input with model selection and refinement targeting.

targetMessage selectedModels

ChainNavigator

Overview and navigation of refinement chains in conversation.

chainId jumpToMessage

Style Guide

Primary #5865F2

Secondary #2D2F3E

Accent #EB459E

Text #FFFFFF

GPT-4 #43B581

Claude #FAA61A

PaLM #EC4245

LLaMA #9C84EF

Typography

Inter - Used for UI elements and main text

JetBrains Mono - Used for code and technical content

Made with DeepSite LogoDeepSite - 🧬 Remix