OWUI-Multi-Agent-Collaboration

A powerful pipe function for Open WebUI that enables collaboration between multiple AI models as agents.

Overview

OWUI-Multi-Agent-Processing (v0.5.6) allows you to leverage the strengths of different language models by having them work together on the same prompt. The system functions as a pipeline where each agent processes the input sequentially, and a final operator model synthesizes all the agent responses.

Features

• Multiple Agent Support: Chain multiple language models together to work on the same task
• Sequential Processing: Each agent's response is added to the conversation context for the next agent
• Operator Model: A designated model synthesizes all agent responses to produce a final answer
• Customizable Configuration: Choose which models to use as agents and which to use as the operator

How It Works

1. User sends a prompt to the system
2. The prompt is sequentially processed through each model in the agent list
3. Each agent's response is appended to the conversation context
4. The operator model (Claude 3.5 Sonnet by default) receives the enriched context with all agent responses
5. The operator synthesizes a final response that is returned to the user

Installation

1. Ensure you have Open WebUI installed
2. Navigate to Admin Panel -> Functions
3. Import Functions then select the multi-agent-collaboration.py file
4. Enable the new Function

Configuration

Users can customize their experience with these configurable options:

• agent_list: List of model IDs to use as processing agents
• operator_model: Model ID for the final operator (default: "us.anthropic.claude-3-5-sonnet-20241022-v2:0")

Example Use Cases

• Research Analysis: Have specialized models analyze different aspects of a research question
• Creative Collaboration: Use different models for idea generation, refinement, and evaluation
• Decision Support: Gather perspectives from different models before making a final recommendation

Requirements

• Open WebUI installation
• API access to the models you wish to use as agents (if needed)

Limitations

• Each additional agent increases token usage and processing time
• Models must be available through your Open WebUI configuration