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.
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.
