AI Content Pipeline Build multi-step content creation pipelines via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login

Simple pipeline: Generate image -> Animate to video

infsh app run falai/flux-dev --input '{"prompt": "portrait of a woman smiling"}'

image.json infsh app run falai/wan-2-5 --input '{"image_url": ""}' Pipeline Patterns Pattern 1: Image -> Video -> Audio [FLUX Image] -> [Wan 2.5 Video] -> [Foley Sound] Pattern 2: Script -> Speech -> Avatar [LLM Script] -> [Kokoro TTS] -> [OmniHuman Avatar] Pattern 3: Research -> Content -> Distribution [Tavily Search] -> [Claude Summary] -> [FLUX Visual] -> [Twitter Post] Complete Workflows YouTube Short Pipeline Create a complete short-form video from a topic.

1. Generate script with Claude

infsh app run openrouter/claude-sonnet-45 --input '{ "prompt": "Write a 30-second script about the future of AI. Make it engaging and conversational. Just the script, no stage directions." }'

script.json

2. Generate voiceover with Kokoro

infsh app run infsh/kokoro-tts --input '{ "prompt": "", "voice": "af_sarah" }'

voice.json

3. Generate background image with FLUX

infsh app run falai/flux-dev --input '{ "prompt": "Futuristic city skyline at sunset, cyberpunk aesthetic, 4K wallpaper" }'

background.json

4. Animate image to video with Wan

infsh app run falai/wan-2-5 --input '{ "image_url": "", "prompt": "slow camera pan across cityscape, subtle movement" }'

video.json

5. Add captions (manually or with another tool)

6. Merge video with audio

infsh app run infsh/media-merger --input '{ "video_url": "", "audio_url": "" }' Talking Head Video Pipeline Create an AI avatar presenting content.

1. Write the script

infsh app run openrouter/claude-sonnet-45 --input '{ "prompt": "Write a 1-minute explainer script about quantum computing for beginners." }'

script.json

2. Generate speech

infsh app run infsh/kokoro-tts --input '{ "prompt": "<script>", "voice": "am_michael" }'

speech.json

3. Generate or use a portrait image

infsh app run falai/flux-dev --input '{ "prompt": "Professional headshot of a friendly tech presenter, neutral background, looking at camera" }'

portrait.json

4. Create talking head video

infsh app run bytedance/omnihuman-1-5 --input '{ "image_url": "", "audio_url": "" }'

talking_head.json Product Demo Pipeline Create a product showcase video.

1. Generate product image

infsh app run falai/flux-dev --input '{ "prompt": "Sleek wireless earbuds on white surface, studio lighting, product photography" }'

product.json

2. Animate product reveal

infsh app run falai/wan-2-5 --input '{ "image_url": "", "prompt": "slow 360 rotation, smooth motion" }'

product_video.json

3. Upscale video quality

infsh app run falai/topaz-video-upscaler --input '{ "video_url": "" }'

upscaled.json

4. Add background music

infsh app run infsh/media-merger --input '{ "video_url": "", "audio_url": "https://your-music.mp3", "audio_volume": 0.3 }' Blog to Video Pipeline Convert written content to video format.

1. Summarize blog post

infsh app run openrouter/claude-haiku-45 --input '{ "prompt": "Summarize this blog post into 5 key points for a video script: " }'

summary.json

2. Generate images for each point

for

i

in

1

2

3

4

5

;

do

infsh app run falai/flux-dev

--input

"{

\"

prompt

\"

:

\"

Visual representing point

$i

\" }"

"image_ $i .json" done

3. Animate each image

for i in 1 2 3 4 5 ; do infsh app run falai/wan-2-5 --input "{ \" image_url \" : \" \" }"

"video_ $i .json" done

4. Generate voiceover

infsh app run infsh/kokoro-tts --input '{ "prompt": "", "voice": "bf_emma" }'

narration.json

5. Merge all clips

infsh app run infsh/media-merger --input '{ "videos": ["", "", "", "", ""], "audio_url": "", "transition": "crossfade" }' Pipeline Building Blocks Content Generation Step App Purpose Script openrouter/claude-sonnet-45 Write content Research tavily/search-assistant Gather information Summary openrouter/claude-haiku-45 Condense content Visual Assets Step App Purpose Image falai/flux-dev Generate images Image google/imagen-3 Alternative image gen Upscale falai/topaz-image-upscaler Enhance quality Animation Step App Purpose I2V falai/wan-2-5 Animate images T2V google/veo-3-1-fast Generate from text Avatar bytedance/omnihuman-1-5 Talking heads Audio Step App Purpose TTS infsh/kokoro-tts Voice narration Music infsh/ai-music Background music Foley infsh/hunyuanvideo-foley Sound effects Post-Production Step App Purpose Upscale falai/topaz-video-upscaler Enhance video Merge infsh/media-merger Combine media Caption infsh/caption-video Add subtitles Best Practices Plan the pipeline first - Map out each step before running Save intermediate results - Store outputs for iteration Use appropriate quality - Fast models for drafts, quality for finals Match resolutions - Keep consistent aspect ratios throughout Test each step - Verify outputs before proceeding