TileDB Vector Search

TileDB-Vector-Search is a C++ library and Python API for vector search built on top of the TileDB Storage Engine.

Please see the following blog posts for background:

• Why TileDB as a Vector Database
• TileDB Vector Search 101

We have released a LangChain integration, with others to come soon.

Quick Links

• Build Instructions
• Documentation
• Python API reference

Quick Installation

Pre-built packages are available from PyPI using pip:

pip install tiledb-vector-search

Or from the tiledb conda channel using
conda or mamba:

conda install -c tiledb -c conda-forge tiledb-vector-search

Contributing

We welcome contributions. Please see Building for
development-build instructions. For large new
features, please open an issue to discuss goals and approach in order
to ensure a smooth PR integration and review process. All contributions
must be licensed under the repository's MIT License.