Enhancing LLM Chatbot Efficiency with GraphRAG

Here is what we will cover in this whitepaper:

• How Microchip Technology leveraged Memgraph's graph database for a more efficient LLM-powered chatbot.
• Memgraph's scalability and customizability with open-source and private LLM integrations.
• How Retrieval-Augmented Generation RAG techniques improved customer service response times.
• How robust access control in Memgraph ensures data security and prevents unauthorized manipulation.