Build a Multilingual AI Video Production Pipeline EffortlesslyBuild a Multilingual AI Video Production Pipeline Effortlessly
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Multilingual AI Video Pipeline
Roles: AI Developer · Automation Engineer
Tools: Claude Code · ElevenLabs · Nano Banana · Kling · CapCut API · Higgsfield
The Problem
Producing video content across multiple languages requires multiple tools, multiple workflows, and significant manual effort at every step.
What I Built
An end-to-end automated video production pipeline that generates two fully produced videos in two languages from a single Claude Code slash command — no GUI tools in the loop.
The pipeline handles:
Script generation via Claude
Voice synthesis in Traditional Chinese (Taiwanese) and English (British accent) via ElevenLabs
Image generation via Nano Banana
Animation via Kling
Final assembly and captions via CapCut API
Result
One shared codebase produces two channels in two languages from one template. One slash command. Zero manual steps. Tested on a cat behaviour education series published to Traditional Chinese and English audiences simultaneously.
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