eve/dist/src/evals/judge.js

Filesystem-first framework for durable backend AI agents that run anywhere.

import{ClosedQA,Factuality,Sql,Summary}from"../node_modules/.pnpm/autoevals@0.0.132_ws@8.21.3_bufferutil@4.1.0_/node_modules/autoevals/jsdist/index.js";import{formatLanguageModelGatewayId}from"#internal/runtime-model.js";import{formatDiagnosticValue}from"#evals/diagnostics.js";import{createAutoevalsClient}from"#evals/autoevals-client.js";function buildJudgeContext(e){function grade(t,n,r,i){let a=n?.on??e.getReply(),o=String(a??``),s=e.getInput(),c=n?.model??e.judge?.model,l=n?.modelOptions??e.judge?.modelOptions;return e.collector.recordValue({name:t,severity:`soft`,score:async()=>{if(c===void 0)throw Error(`${t} needs a judge model. Set \`judge\` on the eval or in evals.config.ts, or pass { model } to the call.`);let e=await i({input:s,output:o,model:c,modelOptions:l}),n=e.error===void 0?{}:{autoevalsError:e.error},a={...e.metadata,...n,judge:formatLanguageModelGatewayId(c),input:s,output:o,[r.label]:r.value,autoevalsName:e.name};return{score:e.score??0,message:formatJudgeDetail(s,o,r,e),metadata:a}}})}return{autoevals:{factuality:(e,t)=>grade(`judge.autoevals.factuality`,t,{label:`expected`,value:e},({input:t,output:n,model:r,modelOptions:i})=>Factuality({input:t,output:n,expected:e,...client(r,i)})),summarizes:(e,t)=>grade(`judge.autoevals.summarizes`,t,{label:`expected`,value:e},({input:t,output:n,model:r,modelOptions:i})=>Summary({input:t,output:n,expected:e,...client(r,i)})),closedQA:(e,t)=>grade(`judge.autoevals.closedQA`,t,{label:`criteria`,value:e},({input:t,output:n,model:r,modelOptions:i})=>ClosedQA({input:t,output:n,criteria:e,...client(r,i)})),sql:(e,t)=>grade(`judge.autoevals.sql`,t,{label:`expected`,value:e},({input:t,output:n,model:r,modelOptions:i})=>Sql({input:t,output:n,expected:e,...client(r,i)}))}}}function formatJudgeDetail(e,t,n,r){let i=[[`prompt`,e],[n.label,n.value],[`response`,t]];return r.metadata?.rationale!==void 0&&i.push([`rationale`,r.metadata.rationale]),r.metadata?.choice!==void 0&&i.push([`choice`,r.metadata.choice]),r.error!==void 0&&i.push([`autoevals error`,r.error]),i.map(([e,t])=>`${e}: ${formatDiagnosticValue(t)}`).join(`
`)}function client(e,t){return{model:formatLanguageModelGatewayId(e),client:createAutoevalsClient({languageModel:e,providerOptions:t?.providerOptions})}}export{buildJudgeContext};