Chat with Towards Data Science Using LlamaIndex

This tutorial demonstrates how to use LlamaIndex, an open-source data retrieval framework, to improve the performance of a chatbot built with Zilliz Cloud. The primary challenge addressed in this project is integrating an existing Milvus collection into LlamaIndex while handling differences in embedding vector dimensions and metadata field usage. By using LlamaIndex as a query engine, the chatbot's retrieval capabilities are significantly enhanced, providing more accurate and relevant responses to user queries.