II.
LibraryProcess overview
Reference · livelib-process:ai-agents-conversational--agent-evaluation-framework
agent-evaluation-framework overview
Agent Evaluation Framework Implementation - Comprehensive process for evaluating agent performance including success metrics, task completion rates, reasoning quality, tool use accuracy, and LLM-as-judge evaluation.
Attributes
displayName
agent-evaluation-framework
description
Agent Evaluation Framework Implementation - Comprehensive process for evaluating agent performance including
success metrics, task completion rates, reasoning quality, tool use accuracy, and LLM-as-judge evaluation.
libraryPath
library/specializations/ai-agents-conversational/agent-evaluation-framework.js
specialization
ai-agents-conversational
references
- - LangSmith Evaluation: https://docs.smith.langchain.com/evaluation - AgentBench: https://github.com/THUDM/AgentBench - LLM-as-Judge: https://arxiv.org/abs/2306.05685
example
const result = await orchestrate('specializations/ai-agents-conversational/agent-evaluation-framework', {
agentName: 'research-agent',
evaluationTypes: ['task-completion', 'reasoning-quality', 'tool-use'],
benchmarks: ['AgentBench', 'custom']
});
usesAgents
- agent-evaluator
- test-developer
- metrics-developer
- llm-judge-developer
- benchmark-developer
- dashboard-developer
Outgoing edges
lib_applies_to_domain1
- domain:software-engineering·DomainSoftware Engineering
lib_belongs_to_specialization1
- specialization:ai-agents-conversational·Specialization
lib_implements_workflow2
- workflow:agent-evaluation-cycle·WorkflowAgent Evaluation Cycle
- workflow:agent-evaluation-cycle·WorkflowAgent Evaluation Cycle
uses_agent1
- lib-agent:ai-agents-conversational--agent-evaluator·LibraryAgentagent-evaluator
Incoming edges
None.