Building an AI-Powered Video Transcription Tool with Sapat and Daytona

[kimjin8]

…d Daytona

Closes #13

• Full step-by-step guide for building a multi-provider AI transcription tool using Sapat (OpenAI Whisper, Groq, Azure OpenAI) in a Daytona workspace
• Covers devcontainer setup, API configuration, CLI usage, provider comparison
• Includes section on extending Sapat with new providers (AssemblyAI example)
• Troubleshooting section for common issues
• ~2,500 words, Daytona-focused throughout

Writer's Checklist

Writing Structure

• Use short sentences and paragraphs, and include bucket brigades.
• Include more than two descriptive H2 headings to organize content.
• Capitalize headings according to the AP Stylebook
  (use this tool)
• Include an introduction with at least two paragraphs before the first H2
  section.
• Use appropriate formatting (bold, italic, underline), notes, quotes,
  TLDRs, and key points.
• Incorporate code elements and Markdown format where appropriate.
• Ensure at least one visual element per “screen” of the article
  (screenshots, diagrams, tables, graphs, lists, sidenotes, blockquotes).

Fact-Checking

• Verify all facts and data points included in the article.

Asset Management

• Save images in the /assets folder.
• Follow naming conventions:
  YYYYMMDD_title_of_the_article_IMG_NAME_NO.png.
• (Optional) Create a GitHub repo for the code referenced in the article and
  share it.
• (Optional) Include a link to this Loom video in the PR comments.

Interlinking

• Use CTRL+F to search for relevant keywords in:
  • Daytona Dotfiles Sitemap
  • Daytona Definitions Sitemap
• Interlink keywords using the appropriate URLs.

Glossary/Definitions

• Create new definition in /defitnitions folder.

Review and Edit

• Ensure articles address the needs of the target audience and their search
  intent.
• Read the article out loud to catch any awkward phrasing.
• Run the draft through Grammarly or a similar
  grammar tool.
• Double-check adherence to the style guide and repository guidelines.
• Use the name of the article for the title of the PR.