Vectorlite: Fast Vector Search for SQLite
Vectorlite is a runtime-loadable extension for SQLite enabling fast vector search with hnswlib on Windows, MacOS, and Linux. It supports SIMD acceleration, various distance types, and customizable HNSW parameters. Installation via `pip install vectorlite-py` in Python is suggested for usage. The GitHub page offers examples, API references, benchmarks, and more for detailed exploration.
Read original article
The GitHub URL contains information about Vectorlite, a runtime-loadable extension for SQLite that facilitates fast vector search using hnswlib on Windows, MacOS, and Linux. Vectorlite offers features like calculating vector distances, creating virtual tables for vector storage, inserting and querying vectors, and identifying nearest neighbors. It supports SIMD accelerated vector distance calculation, various distance types, and allows customization of HNSW parameters for optimization. To utilize Vectorlite, users can install it via Python using the command `pip install vectorlite-py`. The content on the GitHub page includes examples, API references, benchmarks, quick start guides, build instructions, known limitations, and acknowledgments. For a detailed insight into Vectorlite and its functionalities, exploring the provided content is recommended.
Related
RuneLite – open-source RuneScape Client
RuneLite is a widely used open-source client for Old School RuneScape, boasting features such as Discord integration, GPU rendering, loot tracking, and status widgets. It has 181,000+ online players, version 1.10.31.3, and supports contributions, downloads for multiple platforms, tile markers, and a plugin hub. Developed with Bootstrap, React, and Font Awesome.
Neko: Portable framework for high-order spectral element flow simulations
A portable framework named "Neko" for high-order spectral element flow simulations in modern Fortran. Object-oriented, supports various hardware, with detailed documentation, cloning guidelines, publications, and development acknowledgments. Additional support available for inquiries.
Optimizing Large-Scale OpenStreetMap Data with SQLite
The article discusses optimizing large-scale OpenStreetMap data with SQLite. Converting OSMPBF to SQLite enhanced search functionalities. Indexing, full-text search, and compression improved query performance, despite some false positives.
DuckDB: Vector Similarity Search Extension
The vss extension in DuckDB enhances vector similarity search with HNSW indexing for ARRAY columns. Users can optimize queries with distance metrics but should be cautious due to limitations and experimental features.
TUI for Managing WiFi on Linux
The GitHub URL features Impala, a Text User Interface (TUI) tool for WiFi management. It provides demo, installation instructions, keybindings, and supports various installation sources. Impala is GPLv3 licensed for open-source flexibility.
1 commentsThe other open source solution I found is sqlite-vec, which is still in alpha.
Related
RuneLite – open-source RuneScape Client
RuneLite is a widely used open-source client for Old School RuneScape, boasting features such as Discord integration, GPU rendering, loot tracking, and status widgets. It has 181,000+ online players, version 1.10.31.3, and supports contributions, downloads for multiple platforms, tile markers, and a plugin hub. Developed with Bootstrap, React, and Font Awesome.
Neko: Portable framework for high-order spectral element flow simulations
A portable framework named "Neko" for high-order spectral element flow simulations in modern Fortran. Object-oriented, supports various hardware, with detailed documentation, cloning guidelines, publications, and development acknowledgments. Additional support available for inquiries.
Optimizing Large-Scale OpenStreetMap Data with SQLite
The article discusses optimizing large-scale OpenStreetMap data with SQLite. Converting OSMPBF to SQLite enhanced search functionalities. Indexing, full-text search, and compression improved query performance, despite some false positives.
DuckDB: Vector Similarity Search Extension
The vss extension in DuckDB enhances vector similarity search with HNSW indexing for ARRAY columns. Users can optimize queries with distance metrics but should be cautious due to limitations and experimental features.
TUI for Managing WiFi on Linux
The GitHub URL features Impala, a Text User Interface (TUI) tool for WiFi management. It provides demo, installation instructions, keybindings, and supports various installation sources. Impala is GPLv3 licensed for open-source flexibility.