Kwaivgi Kling Video O3 4k Reference To Video

Kwaivgi Kling Video O3 4k Reference To Video

Playground

Kling Video O3 4K Reference-to-Video generates creative 4K videos using character, prop, or scene references from multiple viewpoints. Extracts subject features and creates new video content while maintaining identity consistency across frames. Supports multi-reference images, video guidance, and optional audio generation. Ready-to-use REST API, best performance, no cold starts, affordable pricing.

Features

Kling Video O3 4K Reference-to-Video generates premium 4K video from reference images with optional video guidance. Upload reference images to establish character identity and appearance, optionally provide a reference video for motion guidance, and describe the scene — the model produces cinematic 4K video with identity consistency.

Why Choose This?

• 4K quality The highest visual fidelity and motion realism in the Kling family.

• Multi-reference images Upload up to 7 reference images (or up to 4 with a reference video).

• Video-guided generation Optional reference video for motion and scene guidance.

• Keep original sound Preserve the audio from the reference video in the output.

• Sound generation Optional AI-generated sound effects when no reference video is provided.

• Multi-prompt and element list support Chain prompt segments for scene transitions and lock in specific visual elements for consistency throughout the clip.

Parameters

How to Use

1. Write your prompt — describe the scene, characters, and action.
2. Upload reference images — add character or scene references.
3. Configure audio — keep original sound from the reference video, or enable AI sound generation.
4. Select aspect ratio — match your target platform.
5. Set duration — choose any length from 3 to 15 seconds.
6. Select shot_type (optional) — use intelligent for automatic scope, or customize for manual control.
7. Add multi-prompt segments (optional) — click Add Item to guide scene transitions.
8. Add element list items (optional) — see Notes below for how to use elements effectively.
9. Run — submit and download your video.

Pricing

$0.42 per second of video, regardless of whether audio is on or off.

Best Use Cases

• Character Consistency — Generate videos with identity-consistent characters from reference images.
• Video Remixing — Use a reference video for motion guidance with new characters or elements.
• Marketing & Ads — Create promotional videos featuring specific people or products.
• Storytelling — Produce narrative scenes with consistent character appearance across clips.
• Long-Form Scenes — Up to 15 seconds for extended scene development.

Pro Tips

• Use multiple reference images from different angles for better identity preservation.
• When using a reference video, the image limit is 4; without a video, you can use up to 7.
• Enable keep_original_sound to preserve audio from your reference video.
• Sound generation is only available when no reference video is provided.
• Use shorter durations (3-5s) for testing, longer (10-15s) for final production.
• Match aspect ratio to your platform: 16:9 for YouTube, 9:16 for TikTok and Reels, 1:1 for Instagram.
• Use multi_prompt to build smooth narrative progressions across the clip.

Notes

• All parameters are optional.
• Duration range: 3 to 15 seconds.
• Audio does not affect pricing — $0.42 per second regardless.
• Reference images limit: up to 4 with video, up to 7 without.
• When a reference video is provided, sound generation is replaced by keep_original_sound.
• Using element_list: First use Kling Elements to generate your element and note its name and ID. Then simply write the element name naturally in your prompt, and enter the corresponding element ID in the element_list field.
• Ensure uploaded image and video URLs are publicly accessible.

Related Models

• Kling Video O3 4K Text-to-Video — Generate cinematic 4K video from text prompts.
• Kling Video O3 4K Image-to-Video — Animate a still image into 4K video.
• Kling Elements — Create reusable visual elements for consistent character and object rendering.

Authentication

For authentication details, please refer to the Authentication Guide.

API Endpoints

Submit Task & Query Result

set -euo pipefail

export WAVESPEED_API_KEY="your-api-key"

REQUEST_BODY=$(cat <<'JSON'
{
  "sound": false,
  "aspect_ratio": "16:9",
  "duration": 5,
  "shot_type": "customize"
}
JSON
)

# 1. Submit the prediction.
SUBMIT_RESPONSE=$(curl --silent --show-error --fail-with-body \
  -X POST "https://api.wavespeed.ai/api/v3/kwaivgi/kling-video-o3-4k/reference-to-video" \
  -H "Authorization: Bearer ${WAVESPEED_API_KEY}" \
  -H "Content-Type: application/json" \
  -d "${REQUEST_BODY}")

TASK=$(printf '%s' "${SUBMIT_RESPONSE}" | jq 'if type == "object" and has("data") then .data else . end')
PREDICTION_ID=$(printf '%s' "${TASK}" | jq -r '.id // empty')
if [ -z "${PREDICTION_ID}" ]; then
  printf 'Submission response did not contain a prediction id
' >&2
  exit 1
fi
RESULT_URL=$(printf '%s' "${TASK}" | jq -r '.urls.get // empty')
if [ -z "${RESULT_URL}" ]; then RESULT_URL="https://api.wavespeed.ai/api/v3/predictions/${PREDICTION_ID}/result"; fi

# 2. Poll until the prediction finishes.
while true; do
  RESPONSE=$(curl --silent --show-error --fail-with-body \
    "${RESULT_URL}" \
    -H "Authorization: Bearer ${WAVESPEED_API_KEY}")
  RESULT=$(printf '%s' "${RESPONSE}" | jq 'if type == "object" and has("data") then .data else . end')
  STATUS=$(printf '%s' "${RESULT}" | jq -r '.status // empty')

  case "${STATUS}" in
    completed) printf '%s\n' "${RESULT}" | jq '.outputs'; break ;;
    failed|cancelled|timeout) printf '%s\n' "${RESULT}" | jq . >&2; exit 1 ;;
    created|processing) sleep 2 ;;
    *) printf 'Unexpected status: %s
' "${STATUS}" >&2; exit 1 ;;
  esac
done

Parameters

Task Submission Parameters

Request Parameters

Response Parameters

Result Request Parameters

Result Response Parameters