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Lightweight Semantic Index

Welcome to the "semantic-index" repository, your go-to destination for a lightweight, single-file vector database ideal for experiments and small projects. Whether you're delving into AI, cosine similarity, embedding vectors, or database management in C#, this library has got you covered.

Features 🚀

⚙️ Lightweight: No need to worry about bloat - this database is designed to be efficient and nimble for your projects.
🔍 Vector Search: Easily search and retrieve vectors based on similarity measures like cosine similarity.
📦 Single File: Keep things simple with a single file setup that won't clutter your project.
🔧 Easy Integration: Seamless integration with your C# projects and the .NET ecosystem.
📊 Data Storage: Efficiently store and access your vector data for various applications.

Repository Topics 📋

  • ai
  • chataize
  • cosine
  • csharp
  • data
  • database
  • db
  • dotnet
  • embedding
  • embeddings
  • lib
  • library
  • lightweight
  • nuget
  • search
  • similarity
  • storage
  • vector
  • vector-database
  • vector-search

Releases 📦

For the latest updates and releases, visit here.

Getting Started 🚀

  1. Download the File: Follow the link provided to download the necessary file.
  2. Execute: After downloading, execute the file to start using the database.

Additional Information ℹ️

For further details and support, please refer to the "Releases" section of the repository.


By utilizing the "semantic-index" library, you can streamline your vector database management tasks without unnecessary complexities. Dive into the world of vector search and similarity with confidence, knowing you have a reliable and lightweight tool at your disposal. Get started today and take your projects to new heights! 🌟