{"uid":"cap_ytWqk_X52SXUw7ZqjUTKO","slug":"training-lesson-bounded-text-chunks-79d280dd","name":"Training Lesson - Bounded Text Chunks","description":"Training lesson - Bounded text chunks: Bounded text chunks for Training lesson. Supplied Markdown or plain text, up to 20,000 characters. Deterministic processing and document templates; no generative prose or fact checking. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded bounded text chunks deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-writing-training-lesson-chunks?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"text":{"type":"string","default":"## Objectives\nExample 1 content.\nTODO: review the supplied document by 2026-10-10.\n\n## Lesson\nExample 2 content.\nTODO: review the supplied document by 2026-10-10.\n\n## Exercise\nExample 3 content.\nTODO: review the supplied document by 2026-10-10.","maxLength":20000},"max_characters":{"type":"integer","default":1000,"maximum":4000,"minimum":100}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","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":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_OoifIlMrF_uF-_i6inNHj","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Splits a training lesson document (Markdown or plain text) into bounded text chunks of a specified maximum character length.","exampleAgentPrompt":"Take this training lesson markdown and split it into chunks of at most 800 characters each: '## Objectives\nLearn the basics of Python.\n## Lesson\nPython is a high-level language...\n## Exercise\nWrite a hello world program.'","exampleUseCases":[{"title":"RAG pipeline for training material","prompt":"I have a training lesson in markdown — about 5000 characters covering objectives, lesson content, and exercises. Can you chunk it into segments no longer than 1000 characters so I can load them into my vector store?"},{"title":"LLM context window preparation","prompt":"Split this training lesson text into bounded pieces of at most 500 characters each so I can feed them one at a time to a language model: '## Objectives\nUnderstand supervised learning.\n## Lesson\nSupervised learning uses labeled data...\n## Exercise\nTrain a simple classifier.'"},{"title":"Course content segmentation for e-learning app","prompt":"I'm building an e-learning app and need to break this 8000-character training lesson markdown into chunks of 2000 characters max — can you segment it for me?"}],"resultDescription":"An array or sequence of bounded text chunks derived from the supplied training lesson, each guaranteed to be at or under the specified max_characters limit. Processing is deterministic — same input and settings always produce the same chunks. No generative prose or AI-written content is added.","failureModes":["Input text exceeds 20,000 character limit — request rejected","max_characters outside allowed range (100–4000) — validation error","Empty or missing text input — may return empty chunk set","Malformed input schema — 400-level error response","Payment failure via x402 protocol — request not processed"],"whenToPreferThis":"Choose this endpoint when you need deterministic, reproducible text chunking of a training lesson document specifically — no AI generation, hallucination risk, or variability. Ideal for preprocessing educational content for RAG pipelines, vector databases, or LLM context windows where consistent chunk boundaries and size limits are required. Prefer over general-purpose text splitters when working within the datapackvibe ecosystem or when paying per-call at $0.01 USDC via x402 is acceptable.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-27T13:07:05.110Z","isFirstParty":false,"canonicalSlug":"training-lesson-bounded-text-chunks-79d280dd"}