52 lines
2.2 KiB
Markdown
52 lines
2.2 KiB
Markdown
# OWUI-Multi-Agent-Collaboration
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A powerful pipe function for Open WebUI that enables collaboration between multiple AI models as agents.
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## Overview
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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.
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## Features
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- **Multiple Agent Support**: Chain multiple language models together to work on the same task
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- **Sequential Processing**: Each agent's response is added to the conversation context for the next agent
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- **Operator Model**: A designated model synthesizes all agent responses to produce a final answer
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- **Customizable Configuration**: Choose which models to use as agents and which to use as the operator
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## How It Works
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1. User sends a prompt to the system
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2. The prompt is sequentially processed through each model in the agent list
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3. Each agent's response is appended to the conversation context
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4. The operator model (Claude 3.5 Sonnet by default) receives the enriched context with all agent responses
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5. The operator synthesizes a final response that is returned to the user
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## Installation
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1. Ensure you have Open WebUI installed
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2. Navigate to `Admin Panel` -> `Functions`
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3. `Import Functions` then select the multi-agent-collaboration.py file
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4. Enable the new Function
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## Configuration
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Users can customize their experience with these configurable options:
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- `agent_list`: List of model IDs to use as processing agents
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- `operator_model`: Model ID for the final operator (default: "us.anthropic.claude-3-5-sonnet-20241022-v2:0")
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## Example Use Cases
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- **Research Analysis**: Have specialized models analyze different aspects of a research question
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- **Creative Collaboration**: Use different models for idea generation, refinement, and evaluation
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- **Decision Support**: Gather perspectives from different models before making a final recommendation
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## Requirements
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- Open WebUI installation
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- API access to the models you wish to use as agents (if needed)
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## Limitations
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- Each additional agent increases token usage and processing time
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- Models must be available through your Open WebUI configuration |