@kaibanjs/tools/dist/rag-toolkit/index.esm.js

A set of tools to work with LLMs and KaibanJS

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this.setLimit("max",e,!1,x.toString(t))}setLimit(e,t,r,n){return new ee({...this._def,checks:[...this._def.checks,{kind:e,value:t,inclusive:r,message:x.toString(n)}]})}_addCheck(e){return new ee({...this._def,checks:[...this._def.checks,e]})}positive(e){return this._addCheck({kind:"min",value:BigInt(0),inclusive:!1,message:x.toString(e)})}negative(e){return this._addCheck({kind:"max",value:BigInt(0),inclusive:!1,message:x.toString(e)})}nonpositive(e){return this._addCheck({kind:"max",value:BigInt(0),inclusive:!0,message:x.toString(e)})}nonnegative(e){return this._addCheck({kind:"min",value:BigInt(0),inclusive:!0,message:x.toString(e)})}multipleOf(e,t){return this._addCheck({kind:"multipleOf",value:e,message:x.toString(t)})}get minValue(){let e=null;for(const t of this._def.checks)"min"===t.kind&&(null===e||t.value>e)&&(e=t.value);return e}get maxValue(){let e=null;for(const t of this._def.checks)"max"===t.kind&&(null===e||t.value<e)&&(e=t.value);return e}}ee.create=e=>{var t;return new ee({checks:[],typeName:Ze.ZodBigInt,coerce:null!==(t=null==e?void 0:e.coerce)&&void 0!==t&&t,...P(e)})};class te extends I{_parse(e){this._def.coerce&&(e.data=Boolean(e.data));if(this._getType(e)!==n.boolean){const t=this._getOrReturnCtx(e);return d(t,{code:s.invalid_type,expected:n.boolean,received:t.parsedType}),p}return f(e.data)}}te.create=e=>new te({typeName:Ze.ZodBoolean,coerce:(null==e?void 0:e.coerce)||!1,...P(e)});class re extends I{_parse(e){this._def.coerce&&(e.data=new Date(e.data));if(this._getType(e)!==n.date){const t=this._getOrReturnCtx(e);return d(t,{code:s.invalid_type,expected:n.date,received:t.parsedType}),p}if(isNaN(e.data.getTime())){return d(this._getOrReturnCtx(e),{code:s.invalid_date}),p}const r=new h;let a;for(const n of this._def.checks)"min"===n.kind?e.data.getTime()<n.value&&(a=this._getOrReturnCtx(e,a),d(a,{code:s.too_small,message:n.message,inclusive:!0,exact:!1,minimum:n.value,type:"date"}),r.dirty()):"max"===n.kind?e.data.getTime()>n.value&&(a=this._getOrReturnCtx(e,a),d(a,{code:s.too_big,message:n.message,inclusive:!0,exact:!1,maximum:n.value,type:"date"}),r.dirty()):t.assertNever(n);return{status:r.value,value:new Date(e.data.getTime())}}_addCheck(e){return new re({...this._def,checks:[...this._def.checks,e]})}min(e,t){return this._addCheck({kind:"min",value:e.getTime(),message:x.toString(t)})}max(e,t){return this._addCheck({kind:"max",value:e.getTime(),message:x.toString(t)})}get minDate(){let e=null;for(const t of this._def.checks)"min"===t.kind&&(null===e||t.value>e)&&(e=t.value);return null!=e?new Date(e):null}get maxDate(){let e=null;for(const t of this._def.checks)"max"===t.kind&&(null===e||t.value<e)&&(e=t.value);return null!=e?new Date(e):null}}re.create=e=>new re({checks:[],coerce:(null==e?void 0:e.coerce)||!1,typeName:Ze.ZodDate,...P(e)});class ne extends I{_parse(e){if(this._getType(e)!==n.symbol){const t=this._getOrReturnCtx(e);return d(t,{code:s.invalid_type,expected:n.symbol,received:t.parsedType}),p}return f(e.data)}}ne.create=e=>new ne({typeName:Ze.ZodSymbol,...P(e)});class ae extends I{_parse(e){if(this._getType(e)!==n.undefined){const t=this._getOrReturnCtx(e);return d(t,{code:s.invalid_type,expected:n.undefined,received:t.parsedType}),p}return f(e.data)}}ae.create=e=>new ae({typeName:Ze.ZodUndefined,...P(e)});class se extends I{_parse(e){if(this._getType(e)!==n.null){const t=this._getOrReturnCtx(e);return d(t,{code:s.invalid_type,expected:n.null,received:t.parsedType}),p}return f(e.data)}}se.create=e=>new se({typeName:Ze.ZodNull,...P(e)});class ie extends I{constructor(){super(...arguments),this._any=!0}_parse(e){return f(e.data)}}ie.create=e=>new ie({typeName:Ze.ZodAny,...P(e)});class oe extends I{constructor(){super(...arguments),this._unknown=!0}_parse(e){return f(e.data)}}oe.create=e=>new oe({typeName:Ze.ZodUnknown,...P(e)});class le extends I{_parse(e){const t=this._getOrReturnCtx(e);return d(t,{code:s.invalid_type,expected:n.never,received:t.parsedType}),p}}le.create=e=>new le({typeName:Ze.ZodNever,...P(e)});class ce extends I{_parse(e){if(this._getType(e)!==n.undefined){const t=this._getOrReturnCtx(e);return d(t,{code:s.invalid_type,expected:n.void,received:t.parsedType}),p}return f(e.data)}}ce.create=e=>new ce({typeName:Ze.ZodVoid,...P(e)});class ue extends I{_parse(e){const{ctx:t,status:r}=this._processInputParams(e),a=this._def;if(t.parsedType!==n.array)return d(t,{code:s.invalid_type,expected:n.array,received:t.parsedType}),p;if(null!==a.exactLength){const e=t.data.length>a.exactLength.value,n=t.data.length<a.exactLength.value;(e||n)&&(d(t,{code:e?s.too_big:s.too_small,minimum:n?a.exactLength.value:void 0,maximum:e?a.exactLength.value:void 0,type:"array",inclusive:!0,exact:!0,message:a.exactLength.message}),r.dirty())}if(null!==a.minLength&&t.data.length<a.minLength.value&&(d(t,{code:s.too_small,minimum:a.minLength.value,type:"array",inclusive:!0,exact:!1,message:a.minLength.message}),r.dirty()),null!==a.maxLength&&t.data.length>a.maxLength.value&&(d(t,{code:s.too_big,maximum:a.maxLength.value,type:"array",inclusive:!0,exact:!1,message:a.maxLength.message}),r.dirty()),t.common.async)return Promise.all([...t.data].map(((e,r)=>a.type._parseAsync(new k(t,e,t.path,r))))).then((e=>h.mergeArray(r,e)));const i=[...t.data].map(((e,r)=>a.type._parseSync(new k(t,e,t.path,r))));return h.mergeArray(r,i)}get element(){return this._def.type}min(e,t){return new ue({...this._def,minLength:{value:e,message:x.toString(t)}})}max(e,t){return new ue({...this._def,maxLength:{value:e,message:x.toString(t)}})}length(e,t){return new ue({...this._def,exactLength:{value:e,message:x.toString(t)}})}nonempty(e){return this.min(1,e)}}function de(e){if(e instanceof he){const t={};for(const r in e.shape){const n=e.shape[r];t[r]=Ae.create(de(n))}return new he({...e._def,shape:()=>t})}return e instanceof ue?new ue({...e._def,type:de(e.element)}):e instanceof Ae?Ae.create(de(e.unwrap())):e instanceof je?je.create(de(e.unwrap())):e instanceof _e?_e.create(e.items.map((e=>de(e)))):e}ue.create=(e,t)=>new ue({type:e,minLength:null,maxLength:null,exactLength:null,typeName:Ze.ZodArray,...P(t)});class he extends I{constructor(){super(...arguments),this._cached=null,this.nonstrict=this.passthrough,this.augment=this.extend}_getCached(){if(null!==this._cached)return this._cached;const e=this._def.shape(),r=t.objectKeys(e);return this._cached={shape:e,keys:r}}_parse(e){if(this._getType(e)!==n.object){const t=this._getOrReturnCtx(e);return d(t,{code:s.invalid_type,expected:n.object,received:t.parsedType}),p}const{status:t,ctx:r}=this._processInputParams(e),{shape:a,keys:i}=this._getCached(),o=[];if(!(this._def.catchall instanceof le&&"strip"===this._def.unknownKeys))for(const e in r.data)i.includes(e)||o.push(e);const l=[];for(const e of i){const t=a[e],n=r.data[e];l.push({key:{status:"valid",value:e},value:t._parse(new k(r,n,r.path,e)),alwaysSet:e in r.data})}if(this._def.catchall instanceof le){const e=this._def.unknownKeys;if("passthrough"===e)for(const e of o)l.push({key:{status:"valid",value:e},value:{status:"valid",value:r.data[e]}});else if("strict"===e)o.length>0&&(d(r,{code:s.unrecognized_keys,keys:o}),t.dirty());else if("strip"!==e)throw new Error("Internal ZodObject error: invalid unknownKeys value.")}else{const e=this._def.catchall;for(const t of o){const n=r.data[t];l.push({key:{status:"valid",value:t},value:e._parse(new k(r,n,r.path,t)),alwaysSet:t in r.data})}}return r.common.async?Promise.resolve().then((async()=>{const e=[];for(const t of l){const r=await t.key,n=await t.value;e.push({key:r,value:n,alwaysSet:t.alwaysSet})}return e})).then((e=>h.mergeObjectSync(t,e))):h.mergeObjectSync(t,l)}get shape(){return this._def.shape()}strict(e){return x.errToObj,new he({...this._def,unknownKeys:"strict",...void 0!==e?{errorMap:(t,r)=>{var n,a,s,i;const o=null!==(s=null===(a=(n=this._def).errorMap)||void 0===a?void 0:a.call(n,t,r).message)&&void 0!==s?s:r.defaultError;return"unrecognized_keys"===t.code?{message:null!==(i=x.errToObj(e).message)&&void 0!==i?i:o}:{message:o}}}:{}})}strip(){return new he({...this._def,unknownKeys:"strip"})}passthrough(){return new he({...this._def,unknownKeys:"passthrough"})}extend(e){return new he({...this._def,shape:()=>({...this._def.shape(),...e})})}merge(e){return new he({unknownKeys:e._def.unknownKeys,catchall:e._def.catchall,shape:()=>({...this._def.shape(),...e._def.shape()}),typeName:Ze.ZodObject})}setKey(e,t){return this.augment({[e]:t})}catchall(e){return new he({...this._def,catchall:e})}pick(e){const r={};return t.objectKeys(e).forEach((t=>{e[t]&&this.shape[t]&&(r[t]=this.shape[t])})),new he({...this._def,shape:()=>r})}omit(e){const r={};return t.objectKeys(this.shape).forEach((t=>{e[t]||(r[t]=this.shape[t])})),new he({...this._def,shape:()=>r})}deepPartial(){return de(this)}partial(e){const r={};return t.objectKeys(this.shape).forEach((t=>{const n=this.shape[t];e&&!e[t]?r[t]=n:r[t]=n.optional()})),new he({...this._def,shape:()=>r})}required(e){const r={};return t.objectKeys(this.shape).forEach((t=>{if(e&&!e[t])r[t]=this.shape[t];else{let e=this.shape[t];for(;e instanceof Ae;)e=e._def.innerType;r[t]=e}})),new he({...this._def,shape:()=>r})}keyof(){return ke(t.objectKeys(this.shape))}}he.create=(e,t)=>new he({shape:()=>e,unknownKeys:"strip",catchall:le.create(),typeName:Ze.ZodObject,...P(t)}),he.strictCreate=(e,t)=>new he({shape:()=>e,unknownKeys:"strict",catchall:le.create(),typeName:Ze.ZodObject,...P(t)}),he.lazycreate=(e,t)=>new he({shape:e,unknownKeys:"strip",catchall:le.create(),typeName:Ze.ZodObject,...P(t)});class pe extends I{_parse(e){const{ctx:t}=this._processInputParams(e),r=this._def.options;if(t.common.async)return Promise.all(r.map((async e=>{const r={...t,common:{...t.common,issues:[]},parent:null};return{result:await e._parseAsync({data:t.data,path:t.path,parent:r}),ctx:r}}))).then((function(e){for(const t of e)if("valid"===t.result.status)return t.result;for(const r of e)if("dirty"===r.result.status)return t.common.issues.push(...r.ctx.common.issues),r.result;const r=e.map((e=>new i(e.ctx.common.issues)));return d(t,{code:s.invalid_union,unionErrors:r}),p}));{let e;const n=[];for(const a of r){const r={...t,common:{...t.common,issues:[]},parent:null},s=a._parseSync({data:t.data,path:t.path,parent:r});if("valid"===s.status)return s;"dirty"!==s.status||e||(e={result:s,ctx:r}),r.common.issues.length&&n.push(r.common.issues)}if(e)return t.common.issues.push(...e.ctx.common.issues),e.result;const a=n.map((e=>new i(e)));return d(t,{code:s.invalid_union,unionErrors:a}),p}}get options(){return this._def.options}}pe.create=(e,t)=>new pe({options:e,typeName:Ze.ZodUnion,...P(t)});const me=e=>e instanceof Oe?me(e.schema):e instanceof Te?me(e.innerType()):e instanceof Ee?[e.value]:e instanceof Se?e.options:e instanceof Pe?t.objectValues(e.enum):e instanceof $e?me(e._def.innerType):e instanceof ae?[void 0]:e instanceof se?[null]:e instanceof Ae?[void 0,...me(e.unwrap())]:e instanceof je?[null,...me(e.unwrap())]:e instanceof Le||e instanceof Ue?me(e.unwrap()):e instanceof Re?me(e._def.innerType):[];class fe extends I{_parse(e){const{ctx:t}=this._processInputParams(e);if(t.parsedType!==n.object)return d(t,{code:s.invalid_type,expected:n.object,received:t.parsedType}),p;const r=this.discriminator,a=t.data[r],i=this.optionsMap.get(a);return i?t.common.async?i._parseAsync({data:t.data,path:t.path,parent:t}):i._parseSync({data:t.data,path:t.path,parent:t}):(d(t,{code:s.invalid_union_discriminator,options:Array.from(this.optionsMap.keys()),path:[r]}),p)}get discriminator(){return this._def.discriminator}get options(){return this._def.options}get optionsMap(){return this._def.optionsMap}static create(e,t,r){const n=new Map;for(const r of t){const t=me(r.shape[e]);if(!t.length)throw new Error(`A discriminator value for key \`${e}\` could not be extracted from all schema options`);for(const a of t){if(n.has(a))throw new Error(`Discriminator property ${String(e)} has duplicate value ${String(a)}`);n.set(a,r)}}return new fe({typeName:Ze.ZodDiscriminatedUnion,discriminator:e,options:t,optionsMap:n,...P(r)})}}function ge(e,r){const s=a(e),i=a(r);if(e===r)return{valid:!0,data:e};if(s===n.object&&i===n.object){const n=t.objectKeys(r),a=t.objectKeys(e).filter((e=>-1!==n.indexOf(e))),s={...e,...r};for(const t of a){const n=ge(e[t],r[t]);if(!n.valid)return{valid:!1};s[t]=n.data}return{valid:!0,data:s}}if(s===n.array&&i===n.array){if(e.length!==r.length)return{valid:!1};const t=[];for(let n=0;n<e.length;n++){const a=ge(e[n],r[n]);if(!a.valid)return{valid:!1};t.push(a.data)}return{valid:!0,data:t}}return s===n.date&&i===n.date&&+e==+r?{valid:!0,data:e}:{valid:!1}}class ye extends I{_parse(e){const{status:t,ctx:r}=this._processInputParams(e),n=(e,n)=>{if(g(e)||g(n))return p;const a=ge(e.value,n.value);return a.valid?((y(e)||y(n))&&t.dirty(),{status:t.value,value:a.data}):(d(r,{code:s.invalid_intersection_types}),p)};return r.common.async?Promise.all([this._def.left._parseAsync({data:r.data,path:r.path,parent:r}),this._def.right._parseAsync({data:r.data,path:r.path,parent:r})]).then((([e,t])=>n(e,t))):n(this._def.left._parseSync({data:r.data,path:r.path,parent:r}),this._def.right._parseSync({data:r.data,path:r.path,parent:r}))}}ye.create=(e,t,r)=>new ye({left:e,right:t,typeName:Ze.ZodIntersection,...P(r)});class _e extends I{_parse(e){const{status:t,ctx:r}=this._processInputParams(e);if(r.parsedType!==n.array)return d(r,{code:s.invalid_type,expected:n.array,received:r.parsedType}),p;if(r.data.length<this._def.items.length)return d(r,{code:s.too_small,minimum:this._def.items.length,inclusive:!0,exact:!1,type:"array"}),p;!this._def.rest&&r.data.length>this._def.items.length&&(d(r,{code:s.too_big,maximum:this._def.items.length,inclusive:!0,exact:!1,type:"array"}),t.dirty());const a=[...r.data].map(((e,t)=>{const n=this._def.items[t]||this._def.rest;return n?n._parse(new k(r,e,r.path,t)):null})).filter((e=>!!e));return r.common.async?Promise.all(a).then((e=>h.mergeArray(t,e))):h.mergeArray(t,a)}get items(){return this._def.items}rest(e){return new _e({...this._def,rest:e})}}_e.create=(e,t)=>{if(!Array.isArray(e))throw new Error("You must pass an array of schemas to z.tuple([ ... ])");return new _e({items:e,typeName:Ze.ZodTuple,rest:null,...P(t)})};class be extends I{get keySchema(){return this._def.keyType}get valueSchema(){return this._def.valueType}_parse(e){const{status:t,ctx:r}=this._processInputParams(e);if(r.parsedType!==n.object)return d(r,{code:s.invalid_type,expected:n.object,received:r.parsedType}),p;const a=[],i=this._def.keyType,o=this._def.valueType;for(const e in r.data)a.push({key:i._parse(new k(r,e,r.path,e)),value:o._parse(new k(r,r.data[e],r.path,e)),alwaysSet:e in r.data});return r.common.async?h.mergeObjectAsync(t,a):h.mergeObjectSync(t,a)}get element(){return this._def.valueType}static create(e,t,r){return new be(t instanceof I?{keyType:e,valueType:t,typeName:Ze.ZodRecord,...P(r)}:{keyType:X.create(),valueType:e,typeName:Ze.ZodRecord,...P(t)})}}class ve extends I{get keySchema(){return this._def.keyType}get valueSchema(){return this._def.valueType}_parse(e){const{status:t,ctx:r}=this._processInputParams(e);if(r.parsedType!==n.map)return d(r,{code:s.invalid_type,expected:n.map,received:r.parsedType}),p;const a=this._def.keyType,i=this._def.valueType,o=[...r.data.entries()].map((([e,t],n)=>({key:a._parse(new k(r,e,r.path,[n,"key"])),value:i._parse(new k(r,t,r.path,[n,"value"]))})));if(r.common.async){const e=new Map;return Promise.resolve().then((async()=>{for(const r of o){const n=await r.key,a=await r.value;if("aborted"===n.status||"aborted"===a.status)return p;"dirty"!==n.status&&"dirty"!==a.status||t.dirty(),e.set(n.value,a.value)}return{status:t.value,value:e}}))}{const e=new Map;for(const r of o){const n=r.key,a=r.value;if("aborted"===n.status||"aborted"===a.status)return p;"dirty"!==n.status&&"dirty"!==a.status||t.dirty(),e.set(n.value,a.value)}return{status:t.value,value:e}}}}ve.create=(e,t,r)=>new ve({valueType:t,keyType:e,typeName:Ze.ZodMap,...P(r)});class we extends I{_parse(e){const{status:t,ctx:r}=this._processInputParams(e);if(r.parsedType!==n.set)return d(r,{code:s.invalid_type,expected:n.set,received:r.parsedType}),p;const a=this._def;null!==a.minSize&&r.data.size<a.minSize.value&&(d(r,{code:s.too_small,minimum:a.minSize.value,type:"set",inclusive:!0,exact:!1,message:a.minSize.message}),t.dirty()),null!==a.maxSize&&r.data.size>a.maxSize.value&&(d(r,{code:s.too_big,maximum:a.maxSize.value,type:"set",inclusive:!0,exact:!1,message:a.maxSize.message}),t.dirty());const i=this._def.valueType;function o(e){const r=new Set;for(const n of e){if("aborted"===n.status)return p;"dirty"===n.status&&t.dirty(),r.add(n.value)}return{status:t.value,value:r}}const l=[...r.data.values()].map(((e,t)=>i._parse(new k(r,e,r.path,t))));return r.common.async?Promise.all(l).then((e=>o(e))):o(l)}min(e,t){return new we({...this._def,minSize:{value:e,message:x.toString(t)}})}max(e,t){return new we({...this._def,maxSize:{value:e,message:x.toString(t)}})}size(e,t){return this.min(e,t).max(e,t)}nonempty(e){return this.min(1,e)}}we.create=(e,t)=>new we({valueType:e,minSize:null,maxSize:null,typeName:Ze.ZodSet,...P(t)});class xe extends I{constructor(){super(...arguments),this.validate=this.implement}_parse(e){const{ctx:t}=this._processInputParams(e);if(t.parsedType!==n.function)return d(t,{code:s.invalid_type,expected:n.function,received:t.parsedType}),p;function r(e,r){return u({data:e,path:t.path,errorMaps:[t.common.contextualErrorMap,t.schemaErrorMap,c(),o].filter((e=>!!e)),issueData:{code:s.invalid_arguments,argumentsError:r}})}function a(e,r){return u({data:e,path:t.path,errorMaps:[t.common.contextualErrorMap,t.schemaErrorMap,c(),o].filter((e=>!!e)),issueData:{code:s.invalid_return_type,returnTypeError:r}})}const l={errorMap:t.common.contextualErrorMap},h=t.data;if(this._def.returns instanceof Ie){const e=this;return f((async function(...t){const n=new i([]),s=await e._def.args.parseAsync(t,l).catch((e=>{throw n.addIssue(r(t,e)),n})),o=await Reflect.apply(h,this,s);return await e._def.returns._def.type.parseAsync(o,l).catch((e=>{throw n.addIssue(a(o,e)),n}))}))}{const e=this;return f((function(...t){const n=e._def.args.safeParse(t,l);if(!n.success)throw new i([r(t,n.error)]);const s=Reflect.apply(h,this,n.data),o=e._def.returns.safeParse(s,l);if(!o.success)throw new i([a(s,o.error)]);return o.data}))}}parameters(){return this._def.args}returnType(){return this._def.returns}args(...e){return new xe({...this._def,args:_e.create(e).rest(oe.create())})}returns(e){return new xe({...this._def,returns:e})}implement(e){return this.parse(e)}strictImplement(e){return this.parse(e)}static create(e,t,r){return new xe({args:e||_e.create([]).rest(oe.create()),returns:t||oe.create(),typeName:Ze.ZodFunction,...P(r)})}}class Oe extends I{get schema(){return this._def.getter()}_parse(e){const{ctx:t}=this._processInputParams(e);return this._def.getter()._parse({data:t.data,path:t.path,parent:t})}}Oe.create=(e,t)=>new Oe({getter:e,typeName:Ze.ZodLazy,...P(t)});class Ee extends I{_p