Long-Form Novel Translation Telegram Bot Pipeline
Pain Points (Public)
Novel readers and localization freelancers struggle to translate full-length books efficiently because web translation portals fail on multi-megabyte TXT files, running into token limit cutoffs, network timeouts, and inconsistent character name translations across chapters.
Suggested Approach (Public)
A Telegram-based automation bot that accepts large text files up to 10 MB, splits content into context-aware chapter chunks, batches translations via LLM APIs with persistent terminology memory, reports progress updates via chat messages, and compiles the final translated file for download.
The analysis below is an AI-generated hypothesis awaiting editorial review. Scores and build verdicts are not verified recommendations.
Posted budgets are not confirmed payments. Task counts do not establish independent buyers or willingness to subscribe. Small samples are preliminary signals.
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Public Demand Evidence · 3 task(s)
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