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AI Video Production2026-03-172 min read

Sora User Guide

Master OpenAI Sora access, API usage, and best practices

SoraOpenAIVideo GenerationAPITake NoteMark Doubt

Product Overview

Sora is OpenAI's text-to-video model. It generates high-quality, coherent video from text descriptions or static images. Key features include:

  • Long single-clip duration
  • Strong physics and motion
  • Support for multiple resolutions and aspect ratios

Access Methods

1. API Access

Developers can call Sora via the OpenAI API. Typically you need:

  • A valid OPENAI_API_KEY
  • Sora access enabled on your account
  • An SDK or client that supports Sora

2. Basic Request Format

# Example: Text-to-video request (check official docs for exact parameters)
import openai

client = openai.OpenAI()

response = client.videos.generate( model="sora", prompt="An orange cat napping on a sunny windowsill, occasionally blinking, with leaves swaying gently outside", duration=5, # seconds aspect_ratio="16:9" )

3. Image-to-Video

If you have a static image, use it as the starting point for motion:

response = client.videos.generate(
    model="sora",
    image=open("scene.png", "rb"),
    prompt="Clouds drift slowly, water ripples gently"
)

Parameter Reference

| Parameter | Description | |----------------|--------------------------------------| | prompt | Text description, core input | | duration | Video duration in seconds | | aspect_ratio | Aspect ratio, e.g. 16:9, 9:16 | | resolution | Resolution (if supported) | | image | Input image for image-to-video |

Check OpenAI's official documentation for exact parameters; they may change with updates.

Usage Tips

Prompt Writing

  • Be specific: Clearly define subject, action, environment, lighting
  • Keep it concise: Avoid long or contradictory descriptions
  • Split when needed: Break complex scenes into multiple generations

Duration and Resolution

  • Start with shorter clips (e.g., 5 seconds) when experimenting
  • Choose aspect ratio based on platform (16:9 for landscape, 9:16 for portrait)

Errors and Retries

  • If generation fails, simplify the prompt or adjust parameters and retry
  • Check API error codes and messages for permission, quota, or other issues

Workflow Example

  • Plan: Define theme, style, pacing
  • Write prompt: Organize as "subject + action + environment + style"
  • Call API: Send request and wait for generation
  • Review: Download video, assess quality and coherence
  • Iterate: Refine prompt or parameters based on results
  • Summary

    Sora provides powerful text-to-video and image-to-video capabilities via API. Understanding access, parameters, and prompt techniques helps you generate video that meets your expectations more efficiently.

    Flash Cards

    Question

    What conditions must be met before calling the Sora API?

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    Answer

    You need a valid OpenAI API key, Sora access enabled on your account, and sufficient API quota. Check OpenAI's official docs for exact access requirements.

    Question

    What main generation modes does Sora support?

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    Answer

    Text-to-video, image-to-video, video extension (extend), and video editing (edit). Choose based on your needs.

    Question

    How can you improve video generation success rate?

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    Answer

    Use clear, specific prompts; avoid overly complex or contradictory descriptions; set duration and resolution appropriately; consider generating in segments and stitching when needed.