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What is deepseek-translation-studio?

nextweb4/deepseek-translation-studio — explained in plain English

Analysis updated 2026-05-18

166PythonAudience · developerComplexity · 3/5Setup · moderate

In one sentence

A Windows desktop app for translating text and SRT subtitles through DeepSeek's web interface or API, with automatic gap detection and continuation.

Mindmap

mindmap
  root((deepseek-translation-studio))
    What it does
      Translates text and SRT
      Web or API mode
      Auto continues cut-off answers
      Tracks subtitle coverage
    Tech stack
      Python
      PySide6
      Playwright
      SQLite
    Use cases
      Translate long SRT files
      Capture DeepSeek web answers
      Automate DeepSeek API calls
    Audience
      Translators
      Developers
    Data
      Local SQLite history
      Local browser profile
      No committed API keys

Code map

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What do people build with it?

USE CASE 1

Translate long SRT subtitle files using DeepSeek with automatic gap detection and continuation.

USE CASE 2

Capture visible DeepSeek web answers without needing API access.

USE CASE 3

Automate DeepSeek API calls with model listing and credential testing built in.

USE CASE 4

Run a lightweight conversation-capture-only edition for everyday DeepSeek web prompts.

What is it built with?

PythonPySide6PlaywrightSQLite

How does it compare?

nextweb4/deepseek-translation-studiooracle/weblogic-deploy-toolingkouhxp/yapsnap
Stars166166167
LanguagePythonPythonPython
Last pushed2026-07-20
MaintenanceActive
Setup difficultymoderatemoderateeasy
Complexity3/53/52/5
Audiencedeveloperops devopsdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · moderate Time to first run · 30min

Windows only, requires Python 3.12+, Playwright Chromium download, and manual DeepSeek sign-in for web mode.

So what is it?

DeepSeek Translation Studio is a Windows desktop application, built with PySide6, for translating text and subtitles using DeepSeek, either through its web interface or its API. It gives you a workspace with a source text editor, editable prompt templates, a preview of the final assembled prompt, a results view, saved history, logs, and a dark mode. It can talk to DeepSeek either through the regular web page in a browser window or through an OpenAI-compatible API, and it can test API credentials without actually starting a chat. The same repository also builds a second, smaller application called DeepSeek Conversation Capture. This stripped down edition is fixed to web mode and general conversation use, keeping features like sending prompts, capturing whatever answer is visible on the page, stopping and cleaning up, continuing automatically after an answer gets cut off, switching between accounts, and exporting to text or Markdown. It drops the API settings, subtitle handling, and other extras found in the full studio, and stores its data in a separate folder so it never mixes with the main app. A major focus of the full studio is translating SRT subtitle files. It tracks translation coverage by matching each subtitle's identity and timecode, discards incomplete captured fragments, and shows a running count of how many subtitles are covered out of the total. If DeepSeek's response gets cut off partway through, the tool automatically clicks the visible continue button and resumes, and it can detect and refill gaps in coverage rather than assuming a partial result is finished. Web mode works only with text that is already visible on the page, never through hidden network responses or the clipboard, and the README states plainly that automatic login, CAPTCHA bypass, and getting around access controls are explicitly not something this project does. Setup requires Windows, Python 3.12 or newer, and installing dependencies including PySide6 and Playwright, with Playwright downloading a Chromium browser for web mode. For web use, you sign into DeepSeek manually the first time. For API use, you configure an API key, base URL, and model, either through the interface or environment variables. The README notes that API keys are never written into the app's history or log files.

Copy-paste prompts

Prompt 1
Walk me through setting up this app on Windows with Python 3.12 and Playwright.
Prompt 2
Explain how the SRT coverage tracking and gap-filling logic works in this project.
Prompt 3
Help me configure API mode with my own DeepSeek API key and base URL.
Prompt 4
Show me the difference between the full Translation Studio and the Conversation Capture edition.

Frequently asked questions

What is deepseek-translation-studio?

A Windows desktop app for translating text and SRT subtitles through DeepSeek's web interface or API, with automatic gap detection and continuation.

What language is deepseek-translation-studio written in?

Mainly Python. The stack also includes Python, PySide6, Playwright.

How hard is deepseek-translation-studio to set up?

Setup difficulty is rated moderate, with roughly 30min to a first successful run.

Who is deepseek-translation-studio for?

Mainly developer.

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