AI-Powered Knowledge: LlamaIndex and Apache Tika for Enterprises

LlamaIndex is an open-source Python framework that’s like an intelligent librarian for your data, supercharging AI with your documents. It’s built for retrieval-augmented generation (RAG), where AI searches your files, databases, or records to find the right info before answering questions or generating content. This makes AI answers more accurate, unlike generic chatbots that lean on pre-trained knowledge. LlamaIndex works in three steps: