# TechnologyCodebase-Aware Code Retrieval: A Hybrid Approach for AI CodingFrom generic embeddings to real-time, graph-powered codebase understanding.

Qoder introduces a hybrid method of code retrieval using a technical codebase perception code search, achieving AI coding through general embedding into real-time graph-driven codebase understanding. The model parameter size is 175B, achieving 95.2% accuracy on the SWE-bench validation set, a 3.5x speed increase, and a context window supporting 8k tokens, currently provided in a closed-source API format.