A million-token context window defines the new DeepSeek-V4 architecture. This expansion allows agents to process massive datasets without losing coherence or precision. The model optimizes retrieval across long sequences to reduce hallucination. Developers can now deploy complex agentic workflows that maintain state over thousands of pages of documentation without frequent re-indexing.