Weaviate

Weaviate is an open source, AI-native vector database.

Website: weaviate.io

Phoenix can be used to trace and evaluate applications that use Weaviate as a vector database.

Examples

Ingesting Data for Semantic Search

This tutorial will show you how to embed a large volume of data, upload it to a vector database, run top K similarity searches against it, and monitor it in production using VectorFlow, Arize Phoenix, Weaviate and LlamaIndex.

Instrumenting and Evaluating a Weaviate RAG Pipeline

This tutorial serves as a great starting point to see how to manually instrument a RAG chatbot built on Weaviate, and visualize and evaluate the results in Phoenix.