Quickstart

Quickstart with OVADARE

This guide will help you set up OVADARE in minutes to detect and resolve conflicts in your multi-agent systems.

Prerequisites

Ensure you have the following:

Python 3.7 or higher installed.
A multi-agent platform like AutoGen integrated with your project.
OVADARE installed. If not, follow the Installation Guide.

Step 1: Import OVADARE into Your Project

Start by importing the required modules from OVADARE:

from ovadare.agents.agent_registry import AgentRegistry
from ovadare.conflicts.conflict_detector import ConflictDetector
from ovadare.resolution.resolution_engine import ResolutionEngine

Step 2: Register Your Agents

agent_registry = AgentRegistry()

agent_registry.register_agent(
    agent_id="lead_researcher",
    capabilities={"analyze_data": True, "prepare_reports": True}
)

agent_registry.register_agent(
    agent_id="sales_strategist",
    capabilities={"create_sales_strategy": True, "evaluate_trends": True}
)

Step 3: Detect Conflicts

Set up the Conflict Detector to analyze actions and identify potential conflicts:

conflict_detector = ConflictDetector(agent_registry)

conflicts = conflict_detector.detect(
    agent_id="lead_researcher",
    action={"task": "create_sales_strategy", "resource": "market_data"}
)

if conflicts:
    print("Conflicts detected:", conflicts)
else:
    print("No conflicts detected.")

Step 4: Resolve Conflicts

Use the Resolution Engine to resolve detected conflicts dynamically:

resolution_engine = ResolutionEngine(agent_registry)

resolutions = resolution_engine.generate_resolutions(conflicts)

for resolution in resolutions:
    print("Resolution applied:", resolution)

Step 5: Iterate and Improve

Integrate feedback from conflict resolution to refine your policies and improve collaboration between agents. Explore how to define custom policies in the Policy Management Guide.

Explore More

Ready to dive deeper? Check out:

Core Concepts for a detailed breakdown of OVADARE’s framework.
Integrate OVADARE with AutoGen for platform-specific setup.

Get Started

Core Concepts

How-to Guides

Tools

Tutorials

Quickstart with OVADARE

Prerequisites

Step 1: Import OVADARE into Your Project

Step 2: Register Your Agents

Step 3: Detect Conflicts

Step 4: Resolve Conflicts

Step 5: Iterate and Improve

Explore More

​Quickstart with OVADARE

​Prerequisites

​Step 1: Import OVADARE into Your Project

​Step 2: Register Your Agents

​Step 3: Detect Conflicts

​Step 4: Resolve Conflicts

​Step 5: Iterate and Improve

​Explore More

Quickstart with OVADARE

Prerequisites

Step 1: Import OVADARE into Your Project

Step 2: Register Your Agents

Step 3: Detect Conflicts

Step 4: Resolve Conflicts

Step 5: Iterate and Improve

Explore More