Important

Note - this repository is archived.

Please see https://github.com/weaviate-tutorials/weaviate-enablement-sessions for future sessions

Weaviate 1.31 Enablement session

Key features

• Shard movement between nodes
• MUVERA encoding algorithm for multi-vector embeddings
• Vectorizer changes
• HNSW snapshotting

How to run this demo

1. Open a terminal (in the local env)
2. Run the following command to start Weaviate:

   ./run-weaviate.sh start

3. Wait for Weaviate to start (it will show a message on the terminal when finished)
4. Create a .env file in the root of the repository with the required key and value pairs:

   COHERE_API_KEY=your_core_api_key

5. Open the notebook, enablement.ipynb, in VSCode, and select the kernel using the virtual environment (./.venv/bin/python).
6. Run the notebook cells in order to see the demo in action.