vendor: 8,697 bytes, lines 1-16
1import{r as d,j as e}from"./motion-CUxKysUF.js";import{L as B}from"./react-vendor-BCVeLiQY.js";import{c as j,b as D,d as O,P as f,e as G,R as V,f as q,g as b,h as $,i as H,j as w,k as y,N as Z,m as K,n as W,Z as Q,B as U,C as Y,F as J}from"./index-CKIgnhq5.js";import{A as X}from"./arrow-left-DEz1rin7.js";import{T as ee}from"./target-BQeVT4OF.js";import{A as te}from"./activity-H7Ic_c5b.js";import{C as ae}from"./circle-check-B7Kj1lHH.js";import"./charts-Do059cgQ.js";import"./gsap-a9woYdh8.js";/** 2 * @license lucide-react v0.462.0 - ISC 3 * 4 * This source code is licensed under the ISC license. 5 * See the LICENSE file in the root directory of this source tree. 6 */const se=j("Brain",[["path",{d:"M12 5a3 3 0 1 0-5.997.125 4 4 0 0 0-2.526 5.77 4 4 0 0 0 .556 6.588A4 4 0 1 0 12 18Z",key:"l5xja"}],["path",{d:"M12 5a3 3 0 1 1 5.997.125 4 4 0 0 1 2.526 5.77 4 4 0 0 1-.556 6.588A4 4 0 1 1 12 18Z",key:"ep3f8r"}],["path",{d:"M15 13a4.5 4.5 0 0 1-3-4 4.5 4.5 0 0 1-3 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ISC license. 15 * See the LICENSE file in the root directory of this source tree. 16 */const ne=j("Shuffle",[["path",{d:"m18 14 4 4-4 4",key:"10pe0f"}],["path",{d:"m18 2 4 4-4 4",key:"pucp1d"}],["path",{d:"M2 18h1.973a4 4 0 0 0 3.3-1.7l5.454-8.6a4 4 0 0 1 3.3-1.7H22",key:"1ailkh"}],["path",{d:"M2 6h1.972a4 4 0 0 1 3.6 2.2",key:"km57vx"}],["path",{d:"M22 18h-6.041a4 4 0 0 1-3.3-1.8l-.359-.45",key:"os18l9"}]]);var v="Tabs",[ie]=H(v,[w]),k=w(),[oe,N]=ie(v),T=d.forwardRef((t,a)=>{const{__scopeTabs:s,value:r,onValueChange:o,defaultValue:c,orientation:n="horizontal",dir:m,activationMode:p="automatic",...u}=t,l=D(m),[i,x]=O({prop:r,onChange:o,defaultProp:c});return e.jsx(oe,{scope:s,baseId:G(),value:i,onValueChange:x,orientation:n,dir:l,activationMode:p,children:e.jsx(f.div,{dir:l,"data-orientation":n,...u,ref:a})})});T.displayName=v;var I="TabsList",P=d.forwardRef((t,a)=>{const{__scopeTabs:s,loop:r=!0,...o}=t,c=N(I,s),n=k(s);return 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cheaper"}),e.jsx("span",{className:"mx-3 text-gray-300",children:"|"}),e.jsx("a",{href:"#speed",className:"underline decoration-2 underline-offset-4 hover:text-primary",children:"35x faster"})," ","than RL"]}),e.jsxs("p",{className:"text-sm sm:text-base text-gray-600 mb-10",children:["Used by"," ",e.jsx("a",{href:"#",className:"underline hover:text-primary",children:"Vizuara"})," and"," ",e.jsx("a",{href:"#",className:"underline hover:text-primary",children:"IronLabs"})]}),e.jsxs("div",{className:"flex flex-col sm:flex-row items-center justify-center gap-4 mb-12",children:[e.jsxs("a",{href:"#quickstart",className:"inline-flex items-center gap-2 px-8 py-4 rounded-xl bg-gray-900 text-white font-medium shadow-elegant hover:bg-gray-800 transition-colors w-full sm:w-auto justify-center",children:[e.jsx(Q,{size:18}),"Quickstart"]}),e.jsxs("a",{href:"https://github.com",target:"_blank",rel:"noopener noreferrer",className:"inline-flex items-center gap-2 px-8 py-4 rounded-xl bg-white 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16ickstart"}),e.jsx("p",{className:"text-center text-gray-600 mb-8",children:"Drop PromptForge into any agent pipeline in minutes."}),e.jsxs(ce,{defaultValue:"basic",className:"w-full",children:[e.jsxs(L,{className:"grid w-full grid-cols-3 mb-4",children:[e.jsx(h,{value:"basic",className:"font-display",children:"Basic Example"}),e.jsx(h,{value:"dspy",className:"font-display",children:"With DSPy"}),e.jsx(h,{value:"custom",className:"font-display",children:"Custom System"})]}),e.jsx(g,{value:"basic",children:e.jsxs("div",{className:"rounded-2xl bg-gray-900 text-gray-100 p-6 sm:p-8 font-mono text-sm overflow-x-auto shadow-elegant",children:[e.jsx("div",{className:"text-gray-500 mb-2",children:"# Install"}),e.jsx("div",{className:"mb-4",children:"pip install ironlabs-promptforge"}),e.jsx("div",{className:"text-gray-500 mb-2",children:"# Optimize a prompt"}),e.jsxs("div",{children:[e.jsx("span",{className:"text-pink-400",children:"from"})," ironlabs ",e.jsx("span",{className:"text-pink-400",children:"import"})," PromptForge",e.jsx("br",{}),e.jsx("br",{}),"forge = PromptForge(model=",e.jsx("span",{className:"text-emerald-300",children:'"auto"'}),")",e.jsx("br",{}),"optimized = forge.optimize(",e.jsx("span",{className:"text-emerald-300",children:'"Summarize this report..."'}),")",e.jsx("br",{}),e.jsx("br",{}),e.jsx("span",{className:"text-pink-400",children:"print"}),"(optimized.prompt)"]})]})}),e.jsx(g,{value:"dspy",children:e.jsxs("div",{className:"rounded-2xl bg-gray-900 text-gray-100 p-6 sm:p-8 font-mono text-sm overflow-x-auto shadow-elegant",children:[e.jsx("div",{className:"text-gray-500 mb-2",children:"# Install with DSPy adapter"}),e.jsx("div",{className:"mb-4",children:"pip install ironlabs-promptforge[dspy]"}),e.jsx("div",{className:"text-gray-500 mb-2",children:"# Optimize a DSPy module"}),e.jsxs("div",{children:[e.jsx("span",{className:"text-pink-400",children:"import"})," dspy",e.jsx("br",{}),e.jsx("span",{className:"text-pink-400",children:"from"})," ironlabs.dspy ",e.jsx("span",{className:"text-pink-400",children:"import"})," PromptForgeOptimizer",e.jsx("br",{}),e.jsx("br",{}),"program = dspy.ChainOfThought(",e.jsx("span",{className:"text-emerald-300",children:'"question -> answer"'}),")",e.jsx("br",{}),"optimizer = PromptForgeOptimizer(metric=accuracy)",e.jsx("br",{}),"compiled = optimizer.compile(program, trainset=trainset)"]})]})}),e.jsx(g,{value:"custom",children:e.jsxs("div",{className:"rounded-2xl bg-gray-900 text-gray-100 p-6 sm:p-8 font-mono text-sm overflow-x-auto shadow-elegant",children:[e.jsx("div",{className:"text-gray-500 mb-2",children:"# Plug into any custom AI system"}),e.jsxs("div",{children:[e.jsx("span",{className:"text-pink-400",children:"from"})," ironlabs ",e.jsx("span",{className:"text-pink-400",children:"import"})," PromptForge, Evaluator",e.jsx("br",{}),e.jsx("br",{}),e.jsx("span",{className:"text-pink-400",children:"def"})," ",e.jsx("span",{className:"text-sky-300",children:"my_system"}),"(prompt):",e.jsx("br",{})," ",e.jsx("span",{className:"text-pink-400",children:"return"})," my_llm.call(prompt)",e.jsx("br",{}),e.jsx("br",{}),"evaluator = Evaluator(fn=score_outputs, dataset=eval_set)",e.jsx("br",{}),"forge = PromptForge(system=my_system, evaluator=evaluator)",e.jsx("br",{}),e.jsx("br",{}),"best = forge.optimize(seed_prompt=",e.jsx("span",{className:"text-emerald-300",children:'"You are an expert..."'}),")"]})]})})]})]})}),e.jsx("section",{id:"how-it-works",className:"container px-4 sm:px-6 lg:px-8 mx-auto mt-32",children:e.jsxs("div",{className:"max-w-3xl mx-auto",children:[e.jsxs("div",{className:"text-center mb-14",children:[e.jsx("div",{className:"pulse-chip mx-auto mb-4",children:e.jsx("span",{children:"How it works"})}),e.jsx("h2",{className:"text-3xl sm:text-4xl font-display font-bold text-gray-900 mb-3",children:"The optimization loop"}),e.jsx("p",{className:"text-gray-600",children:"PromptForge evolves prompts through reflection and mutation â converging on candidates that beat your baseline."})]}),e.jsx("ol",{className:"relative",children:[{n:"01",tag:"select_candidate",title:"Select from Pareto Front",desc:"Pick a candidate that excels on a slice of examples â diversity, not just averages.",output:"candidate prompt",Icon:ee,iconBg:"bg-orange-50 text-orange-500"},{n:"02",tag:"run_minibatch",title:"Run on Minibatch",desc:"Execute the candidate against a sampled batch and capture full execution traces.",output:"execution traces",Icon:te,iconBg:"bg-emerald-50 text-emerald-600"},{n:"03",tag:"reflect",title:"Reflect with LLM",desc:'An LLM reads the traces and diagnoses failures in natural language â the "why".',output:"failure diagnosis",Icon:se,iconBg:"bg-gray-900 text-white"},{n:"04",tag:"mutate",title:"Mutate Prompt",desc:"Apply targeted edits that inherit accumulated lessons from every ancestor in the tree.",output:"new candidate",Icon:ne,iconBg:"bg-orange-50 text-orange-500"},{n:"05",tag:"accept",title:"Accept if Improved",desc:"Score the variant. 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16export{je as default};
Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.