Exploring: Retrieval-Augmented Generation (RAG) with open-source LLMs
Some time ago, I’ve been experimenting with building a chatbot powered by Llama 3, LangChain, and vector databases. Initially Qdrant, later switched to Chroma. Why RAG? I wanted to test if I could build a helpful assistant from a specific knowledge base. In this case, content from Heni Ardiana’s beautiful travel website, Pesona Matahari 🌻…