A million-token context window defines the new DeepSeek-V4 architecture. The model maintains high retrieval accuracy across massive datasets, solving the "lost in the middle" problem common in long-context LLMs. This allows AI agents to process entire codebases or legal libraries in one pass. Developers can now build complex workflows without relying on lossy RAG systems.