GraphRAG-SDK 0.5 is a new release aimed at simplifying the integration of knowledge graphs (KGs) with large language models (LLMs) by automating the process of ontology loading, thus eliminating the need for manual setup. This update allows developers to more easily connect structured data to LLMs, facilitating seamless querying workflows without requiring deep expertise in KG structures. The SDK supports both newly created and existing knowledge graphs, automating ontology management and enhancing document processing with features like a progress bar for pipeline execution. It is particularly beneficial for AI/ML architects, data scientists, and software architects working with structured data, empowering them to build fast and accurate AI applications by leveraging the multi-tenant, low-latency capabilities of FalkorDB's scalable graph database technology.