| name | video-generation |
| description | Generate videos from text prompts or images using each::sense AI. Create cinematic clips, product demos, social media reels, animations, and motion graphics. Supports text-to-video and image-to-video with audio. 8 specialized models including veo-3, kling-3-0, and sora-2-pro. Use for: social media content, product videos, trailers, animations, storytelling, marketing clips. Triggers: generate video, create video, text to video, ai video, video generation, image to video, animate image, make video, video from text, ai animation, motion, clip |
| allowed-tools | Bash(curl *), WebFetch |
Video Generation
Generate videos from text prompts or static images using each::sense — the intelligent AI agent that automatically selects the best model for your request.
Quick Start
Requires an each::labs API key. Get one at eachlabs.ai.
Using curl
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"messages": [{"role": "user", "content": "A golden retriever running through a field of wildflowers in slow motion, cinematic, shallow depth of field, warm afternoon light"}],
"stream": false
}'
Using Python (OpenAI SDK)
from openai import OpenAI
client = OpenAI(
api_key="YOUR_EACHLABS_API_KEY",
base_url="https://eachsense-agent.core.eachlabs.run/v1"
)
response = client.chat.completions.create(
model="eachsense/beta",
messages=[{"role": "user", "content": "A golden retriever running through a field of wildflowers in slow motion, cinematic, shallow depth of field, warm afternoon light"}]
)
print(response.choices[0].message.content)
With Reference Image (Image-to-Video)
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"messages": [{"role": "user", "content": [
{"type": "text", "text": "Animate this photo: the woman slowly turns her head toward the camera and smiles, her hair gently blowing in the breeze, natural movement"},
{"type": "image_url", "image_url": {"url": "https://example.com/portrait-photo.jpg"}}
]
}
],
"stream": false
}'
Images are sent inside messages using the OpenAI multimodal content format. Maximum 4 images per request.
Streaming
Set "stream": true for real-time SSE responses, or "stream": false for complete result in a single response. Streaming is useful for showing progress in UIs; non-streaming is simpler for scripts and automation.
Available Models
Text-to-Video
| Model | Strengths | Best For |
|---|
| veo-3 | Best overall quality, generates synchronized audio | Cinematic clips, ads, content with sound |
| veo3-1-fast | Fast generation with good quality | Quick iterations, social media content |
| kling-3-0 | High quality with consistent motion | Character animation, dynamic scenes |
| wan-v2-6-text-to-video | Reliable text-to-video generation | General purpose video creation |
| pixverse-v4-1 | Stylized and artistic outputs | Animated content, creative videos |
| sora-2-pro | Cinematic quality with natural physics | Film-like scenes, professional content |
Image-to-Video
| Model | Strengths | Best For |
|---|
| kling-2-1-image-to-video | Smooth animation from still images | Product animations, portrait animations |
| wan-v2-6-image-to-video | Consistent with source image details | Extending photos into motion |
each::sense automatically picks the right model based on your prompt. Mention "animate this image" or provide an image_url to trigger image-to-video models.
Prompt Engineering Guide
Prompt Structure for Video
[subject] + [action/motion] + [environment] + [camera movement] + [style] + [mood/lighting]
Motion Keywords
| Motion Type | Keywords |
|---|
| Camera | pan left, dolly forward, orbit around, zoom in, crane shot, tracking shot |
| Subject | walking, running, turning, dancing, gesturing, floating |
| Environment | wind blowing, rain falling, clouds moving, waves crashing, leaves drifting |
| Speed | slow motion, timelapse, real-time, fast forward, bullet time |
Cinematic Keywords
cinematic, 4K, film grain, anamorphic lens, letterbox,
shallow depth of field, bokeh, golden hour, dramatic lighting
Duration Guidance
Specify approximate duration in your prompt when needed:
"... 5-second clip of ..."
"... short loop, 3 seconds ..."
"... 10-second establishing shot ..."
Examples
Cinematic Landscape
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"messages": [{"role": "user", "content": "Aerial drone shot slowly flying over a misty mountain range at sunrise, clouds weaving between peaks, golden light spilling across ridgelines, cinematic 4K, orchestral mood"}],
"stream": false
}'
Product Demo Animation
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"messages": [{"role": "user", "content": "A sleek smartphone rotating slowly on a dark reflective surface, studio lighting revealing its design from all angles, subtle light reflections, product commercial style, 5 seconds"}],
"stream": false
}'
Image-to-Video (Portrait Animation)
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"messages": [{"role": "user", "content": [
{"type": "text", "text": "Animate this portrait: subtle breathing motion, a gentle blink, the person then looks slightly to the left and gives a warm smile. Natural and realistic movement."},
{"type": "image_url", "image_url": {"url": "https://example.com/headshot.jpg"}}
]
}
],
"stream": false
}'
Social Media Reel
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"messages": [{"role": "user", "content": "A barista pouring latte art in a cozy coffee shop, close-up shot, steam rising from the cup, warm ambient lighting, 9:16 vertical format for Instagram Reels, satisfying and aesthetic"}],
"stream": false
}'
Video with Generated Audio (veo-3)
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"messages": [{"role": "user", "content": "A thunderstorm rolling over a vast prairie, lightning bolts illuminating dark clouds, heavy rain sweeping across golden grass, with realistic thunder sounds and rain audio, cinematic wide shot"}],
"stream": false
}'
Common Pitfalls
- Static descriptions produce still-looking videos. Always describe motion and action explicitly.
- Too many scene changes in one prompt confuse the model. Focus on one continuous scene.
- Ignoring camera movement produces locked-off shots. Specify pans, dollies, or tracking for dynamic feel.
- Complex character interactions (two people talking) can produce inconsistent results. Keep interactions simple.
- No temporal structure makes clips feel random. Describe what happens from start to end.
Text-to-Video vs. Image-to-Video
| Feature | Text-to-Video | Image-to-Video |
|---|
| Input | Text prompt only | Text prompt + source image |
| Control | Full creative freedom | Preserves visual identity from image |
| Consistency | Model interprets everything | Anchored to source image appearance |
| Best for | Original content from scratch | Animating existing designs, photos, art |
| How to trigger | Just describe the scene | Include image_urls and say "animate this" |
Related Skills
Documentation
