This hands-on workshop dives into the pairing of LLMs with Knowledge Graphs to complement and amplify their strengths. By the end of the workshop you will understand the synergies between LLMs and Knowledge Graphs; Develop a Q&A Agent to interact with your data using LangChain; Use LlamaIndex to load data from ArangoDB for Retrieval-Augmented Generation (RAG) applications.