Define Custom Policies

Introduction

Policies in OVADARE act as guidelines for regulating agent behavior, defining boundaries, and ensuring smooth collaboration within multi-agent workflows. This guide will help you create, manage, and assign custom policies.

Steps to Define Custom Policies

1. Initialize the Policy Manager

The Policy Manager in OVADARE is responsible for handling all policy-related operations. Initialize it as follows:

from ovadare.policies.policy_manager import PolicyManager

policy_manager = PolicyManager()

2. Define a New Policy

Each policy is represented by a Policy object containing a name and a set of rules. Here’s how you can create a new policy:

from ovadare.policies.policy import Policy

data_access_policy = Policy(
    name="DataAccessPolicy",
    rules={
        "access_level": "restricted",
        "resource_limits": "moderate",
    }
)

3. Add the Policy to the Policy Manager

After creating a policy, it needs to be registered with the Policy Manager:

policy_manager.add_policy(data_access_policy)

4. Assign Policies to Agents

Once defined, policies can be assigned to agents, regulating their actions. Here’s an example:

from ovadare.agents.agent import Agent

agent = Agent(agent_id="Agent001")
agent.assign_policy(data_access_policy)

5. Update or Modify Policies

To make changes to an existing policy, update its rules and reapply it to the Policy Manager:

data_access_policy.rules["access_level"] = "read-only"
policy_manager.update_policy(data_access_policy)

6. Remove a Policy

If a policy is no longer needed, it can be removed as follows:

policy_manager.remove_policy("DataAccessPolicy")

Practical Tips

Define Clear Objectives: Ensure every policy has a specific purpose and aligns with organizational goals.
Audit Regularly: Periodically review policies for relevance and effectiveness.
Use Descriptive Names: Name policies meaningfully to avoid confusion during assignment.

Next Steps

To see policies in action, check out the Conflict Detection section, which explains how OVADARE identifies conflicts using policy rules. For advanced workflows, explore Customize Resolution Strategies.

​Introduction

​Steps to Define Custom Policies

​1. Initialize the Policy Manager

​2. Define a New Policy

​3. Add the Policy to the Policy Manager

​4. Assign Policies to Agents

​5. Update or Modify Policies

​6. Remove a Policy

​Practical Tips

​Next Steps