LlamaIndex and Weaviate

The combination of Weaviate and LlamaIndex provides a powerful solution for setting up a retrieval-augmented generation (RAG) system that can orchestrate interactions with large language models (LLMs). This enables the creation of "chat with your data" experiences, such as search engines and chatbots. LlamaIndex is a comprehensive data framework for building LLM applications, offering connectors to over 100 data sources and supporting indexing unstructured, semi-structured, and structured data. Weaviate acts as the external storage provider in this setup. The integration of these tools allows users to easily deliver powerful LLM-enabled experiences over their data.