Process Entire Datasets Using DeepSeek V4’s 1M Context Window
Leverage the 1M context window for massive document analysis.
Utilize DeepSeek V4's expanded 1-million-token context window to process extremely large datasets or long-form documents without needing to chunk the text.
The Scenario
You have a massive set of technical documentation or a long research paper that exceeds the standard 128K context limits of other models.
Before & after
Manually reading through hundreds of pages of documentation to find specific cross-references usually takes a knowledge worker 2–4 hours.
Using the 1M token context window of V4-Pro, you can upload the entire documentation set and receive a synthesized summary or specific answers in 3–5 minutes.
The Prompt
I am providing a large set of documentation/data below. Please analyze the entire context and [INSERT_TASK: E.G., SUMMARIZE_KEY_CHANGES / FIND_CONFLICTS]. Data: [PASTE_LONG_TEXT_OR_DATA_HERE]
DeepSeek V4 models support a 1-million-token context window and a massive 384K output length, allowing for processing of entire books, long codebases, or massive datasets in a single prompt.
Source
Change Log | DeepSeek API Docs"Both support a 1M token context window and a 384K maximum output length."