{"uid":"cap_tgww6HcPNO4b-A47Ofbwr","slug":"kihustle-morphological-stemmer-light-1bd3fbe6","name":"KiHustle Morphological Stemmer Light","description":"Kostenlose Guides, Solo-Playbooks und Artikel zu KI, Automation und Side Hustles — für Menschen, die mit echten Systemen online Einkommen aufbauen wollen. Transparent finanziert über faire Affiliate-Links.","url":"https://kihustle.tech/bot-bazaar/api/v1/morphological-stemmer-light","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"text":{"type":"string"}}},"responseSchema":{"type":"json","example":{"result":"processed","status":"success"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.002","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.002/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_2hbD9LOTumdeS_jdVxQ6-","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.002","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Reduces input text to its morphological stem forms using a lightweight stemming algorithm","exampleAgentPrompt":"Can you stem all the words in this sentence for me so I can normalize the tokens before indexing: 'Running quickly through the forests, the hikers were breathlessly climbing'?","exampleUseCases":[{"title":"Preprocess text for search indexing","prompt":"I need to normalize these product descriptions before adding them to my search index — can you stem all the words in this text: 'Users are searching for lightweight running shoes and waterproof hiking boots'?"},{"title":"Tokenize and stem for NLP pipeline","prompt":"Before I feed this paragraph into my classifier, please stem its words so they map to consistent root forms: 'The developers were rapidly building scalable automated systems for distributed processing.'"},{"title":"Normalize multilingual blog content","prompt":"I have this German-leaning text snippet and I need the stemmed version to compare keyword overlap with other articles: 'Automatisierung und Digitalisierung verändern die Arbeitswelt grundlegend.'"}],"resultDescription":"A JSON object with a 'result' field containing the processed (stemmed) text and a 'status' field confirming success. The stemmer reduces inflected or derived words to their base/stem forms.","failureModes":["Empty or missing 'text' field returns an error or empty result","Extremely long text strings may be truncated or time out","Non-UTF-8 encoded input may cause processing errors","Unsupported language characters may pass through unstemmed","Service unavailability returns a non-200 HTTP status"],"whenToPreferThis":"Choose this endpoint when you need a fast, cheap, lightweight morphological stemmer without pulling in heavy NLP dependencies. It is well-suited for pre-processing pipelines where you just need root-form normalization before search indexing, keyword matching, or token frequency analysis, and you do not need full lemmatization, POS tagging, or language detection.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-13T19:02:59.370Z","isFirstParty":false}