To be specific, this is not a reflection on LlamaIndex, but a reflection in the complications of relying entirely on LLMs for reasoning. VectorDB: These embeddings are then saved inside a vector database, serving as https://mediajx.com/story20333424/5-essential-elements-for-free-rag-system