Created using ChatGPT Use Llama 3.1 native function-calling capabilities to retrieve structured data from a knowledge graph to power your RAG applications
While most people focus on retrieval-augmented generation (RAG) over unstructured text, such as company documents or documentation, I am pretty bullish on retrieval systems over structured information, particularly knowledge graphs. There has been a lot of excitement about GraphRAG, specifically Microsoft’s implementation. However, in thei...
Read it: Build a Knowledge Graph-based Agent With Llama 3.1, NVIDIA NIM, and LangChain