II.
LibraryProcess overview
Reference · livelib-process:ai-agents-conversational--ab-testing-conversational
ab-testing-conversational overview
A/B Testing for Conversational AI - Process for running A/B tests to compare different prompts, models, conversation flows, or agent architectures with statistical significance testing.
Attributes
displayName
ab-testing-conversational
description
A/B Testing for Conversational AI - Process for running A/B tests to compare different prompts, models,
conversation flows, or agent architectures with statistical significance testing.
libraryPath
library/specializations/ai-agents-conversational/ab-testing-conversational.js
specialization
ai-agents-conversational
references
- - A/B Testing Statistics: https://www.evanmiller.org/ab-testing/ - Prompt A/B Testing: https://docs.helicone.ai/features/experiments
example
const result = await orchestrate('specializations/ai-agents-conversational/ab-testing-conversational', {
experimentName: 'prompt-comparison',
variants: ['prompt-v1', 'prompt-v2'],
metrics: ['success-rate', 'csat'],
sampleSize: 1000
});
usesAgents
- prompt-optimizer
- variant-developer
- allocation-developer
- data-collector
- statistician
- report-writer
Outgoing edges
lib_applies_to_domain1
- domain:software-engineering·DomainSoftware Engineering
lib_belongs_to_specialization1
- specialization:ai-agents-conversational·Specialization
lib_implements_workflow2
- workflow:code-review·Workflow
- workflow:agent-evaluation-cycle·WorkflowAgent Evaluation Cycle
uses_agent1
- lib-agent:ai-agents-conversational--prompt-optimizer·LibraryAgentprompt-optimizer
Incoming edges
None.