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3 repository-uri

Awesome GitHub RepositoriesVector Manipulations

Tools for extracting and processing vector embeddings within database queries.

Distinct from Vector Databases: Distinct from Vector Databases: focuses on the query-time manipulation of vector data rather than the storage engine itself.

Explore 3 awesome GitHub repositories matching data & databases · Vector Manipulations. Refine with filters or upvote what's useful.

Awesome Vector Manipulations GitHub Repositories

Găsește cele mai bune repo-uri cu AI.Vom căuta cele mai potrivite repository-uri folosind AI.
  • tursodatabase/libsqlAvatar tursodatabase

    tursodatabase/libsql

    16,887Vezi pe GitHub↗

    LibSQL is a high-performance, distributed SQL database engine that extends SQLite to support remote network access, edge computing, and real-time synchronization. It functions as an embedded database library that integrates directly into application processes while providing the infrastructure to maintain consistency across multiple geographic regions. The platform distinguishes itself by enabling database interaction over standard HTTP protocols, allowing applications to query remote data sources in serverless and edge environments without requiring local filesystem access. It includes nativ

    Allows extraction and slicing of vector embeddings directly within database queries for flexible data processing.

    Cdatabaseembedded-databaserust
    Vezi pe GitHub↗16,887
  • g-truc/glmAvatar g-truc

    g-truc/glm

    10,710Vezi pe GitHub↗

    This project is a header-only C++ library designed for graphics mathematics, providing a comprehensive suite of vector, matrix, and quaternion types. It is built using template metaprogramming to generate mathematical primitives at compile time, eliminating the need for precompiled binary libraries and allowing for direct integration into existing build systems. The library is distinguished by its strict adherence to the OpenGL Shading Language specification, ensuring that mathematical results remain consistent across both CPU and GPU code. It provides specialized utilities for managing float

    Performs component-wise relational comparisons between two vectors to produce a boolean vector indicating the result of each individual operation.

    C++cppcpp-libraryglm
    Vezi pe GitHub↗10,710
  • lancedb/lancedbAvatar lancedb

    lancedb/lancedb

    9,031Vezi pe GitHub↗

    LanceDB is a vector database and columnar data store designed to function as a versioned dataset manager and vector search engine. It serves as a high-performance backend for indexing and retrieving high-dimensional embeddings, providing the foundation for machine learning data pipelines. The system distinguishes itself through a combination of cloud-native object storage and immutable version tracking, allowing for data time-travel and reproducible AI experiments. It integrates hybrid search capabilities, merging dense vector similarity with BM25 full-text search and SQL-like scalar filters

    Handles malformed vectors by dropping them or filling missing values with constants.

    HTMLapproximate-nearest-neighbor-searchimage-searchnearest-neighbor-search
    Vezi pe GitHub↗9,031
  1. Home
  2. Data & Databases
  3. Vector Databases
  4. Vector Manipulations

Explorează sub-etichetele

  • Vector Component ComparatorsPerforms component-wise relational comparisons between vectors. **Distinct from Vector Manipulations:** Focuses on component-wise boolean vector results, distinct from general vector manipulation.
  • Vector SanitizationCleaning malformed vector data by dropping errors or filling missing values. **Distinct from Vector Manipulations:** Focuses on data quality and sanitization of embeddings, whereas the parent covers general query-time manipulation.