agents.rag.multi_agent_rag.compatibility¶

Safe Agent Compatibility Testing.

This module provides comprehensive compatibility testing for RAG agents using the compatibility module without modifying or breaking existing agents.

Classes¶

`AgentCompatibilityReport`	Comprehensive compatibility report for agent pairs.
`CompatibilityLevel`	Levels of compatibility between agents.
`MultiAgentCompatibilityReport`	Compatibility report for multiple agents in a workflow.
`SafeCompatibilityTester`	Safe compatibility testing that doesn't modify original agents.

Functions¶

`quick_agent_compatibility_check`(agent1, agent2)	Quick compatibility check between two agents.
`safe_test_rag_compatibility`()	Safely test RAG agent compatibility without breaking anything.
`test_custom_agent_workflow`(agents, workflow_name)	Test compatibility of a custom agent workflow.

Module Contents¶

class agents.rag.multi_agent_rag.compatibility.AgentCompatibilityReport¶: Comprehensive compatibility report for agent pairs.

class agents.rag.multi_agent_rag.compatibility.CompatibilityLevel¶

Bases: str, enum.Enum

Levels of compatibility between agents.

Initialize self. See help(type(self)) for accurate signature.

class agents.rag.multi_agent_rag.compatibility.MultiAgentCompatibilityReport¶: Compatibility report for multiple agents in a workflow.

class agents.rag.multi_agent_rag.compatibility.SafeCompatibilityTester¶

Safe compatibility testing that doesn’t modify original agents.

This class provides comprehensive compatibility analysis between agents without risking damage to existing systems.

Init .

Returns:: Add return description]
Return type:: [TODO

test_agent_pair_compatibility(source_agent, target_agent, safe_mode=True)¶

Safely test compatibility between two agents.

Parameters:

source_agent (haive.agents.base.agent.Agent) – The source agent in the workflow
target_agent (haive.agents.base.agent.Agent) – The target agent in the workflow
safe_mode (bool) – If True, uses read-only testing without modifications

Returns:

Detailed compatibility report

Return type:

AgentCompatibilityReport

test_rag_agents_safely()¶

Safely test compatibility of common RAG agent combinations.

Returns:: Comprehensive test results for common RAG patterns
Return type:: dict[str, Any]

test_workflow_compatibility(agents, workflow_name='RAG Workflow')¶

Test compatibility across an entire workflow of agents.

Parameters:

agents (list[haive.agents.base.agent.Agent]) – List of agents in workflow order
workflow_name (str) – Name of the workflow being tested

Returns:

Comprehensive workflow compatibility report

Return type:

MultiAgentCompatibilityReport

agents.rag.multi_agent_rag.compatibility.quick_agent_compatibility_check(agent1, agent2)¶

Quick compatibility check between two agents.

Returns:

True if agents are safe to chain, False otherwise

Parameters:

agent1 (haive.agents.base.agent.Agent)
agent2 (haive.agents.base.agent.Agent)

Return type:

bool

agents.rag.multi_agent_rag.compatibility.safe_test_rag_compatibility()¶

Safely test RAG agent compatibility without breaking anything.

This is the main function to use for testing RAG agent compatibility.

Return type:: dict[str, Any]

agents.rag.multi_agent_rag.compatibility.test_custom_agent_workflow(agents, workflow_name)¶

Test compatibility of a custom agent workflow.

Parameters:

agents (list[haive.agents.base.agent.Agent]) – List of agents to test
workflow_name (str) – Name for the workflow

Returns:

Comprehensive compatibility report

Return type:

MultiAgentCompatibilityReport