LLMs, RAGs, Chatbots, Agents. All hot 🔥topics! But what does it mean to implement these and make them work well? Checkout or try for yourself some real examples built on ApertureDB's purpose-built multimodal vector db for: 😇 Reducing hallucinations (AIMon team) 🎙️ Podcast semantic search (Sonam Gupta, PhD) 💡 RAG workshops from basic to creating agents (Yujian Tang), and 🖥️ ApertureData chatbot code! Blog: https://www.aperturedata.io/resources/building-real-world-rag-based-applications-with-aperturedb This is just the start for us, graph and multimodal RAG with some twist on ACLs yet to come...