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v0.7.0

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@edwinkys edwinkys released this 02 Aug 04:45
· 135 commits to main since this release
v0.7.0
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What's Changed

OasysDB v0.7.0 is a major release that includes a complete overhaul of the system. Instead of being a dedicated vector database, OasysDB is now a hybrid vector database that integrates with SQL databases such as SQLite and PostgreSQL which you can configure to store the vector records. This approach gives various advantages such as:

  • Reliability and durability of the data due to SQL database ACID properties.
  • Separation of vector storage and computation allowing you to scale the system
    independently.

These are some of the key changes in this release:

  • SQL Storage Layer: OasysDB can be configured to source vector records from a SQL database such as SQLite or PostgreSQL.
  • Multi-index Support: OasysDB can support multiple indices for the same SQL table allowing users to improve the search performance.
  • Pre-filtering: OasysDB can pre-filter the vector records from SQL tables based on the metadata before inserting them into the index.
  • Configurable Algorithm: Each index in OasysDB can be configured with different algorithms and parameters to fit the performance requirements.

Contributors

Full Changelog

v0.6.1...v0.7.0

Contributors

edwinkys
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