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@varshith-Git varshith-Git released this 18 Nov 07:07
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Valori Vector DB v0.1.3

We are thrilled to announce the initial release of Valori, a lightweight, fast, and simple vector database designed for ease of use in Python applications, especially in AI and ML pipelines.

This first release marks a stable foundation for building semantic search, RAG systems, and similarity-based applications.

🚀 What is Valori?

Valori is a Python vector database that allows you to store, manage, and search high-dimensional vector data efficiently. It's perfect for developers who need a simple yet powerful solution without the overhead of complex infrastructure.

PyPI Project Page: https://pypi.org/project/valori/

✨ Key Features

  • Simple API: Intuitive and easy-to-use Python interface for quick integration.
  • Fast Similarity Search: Perform efficient nearest neighbor searches on your vector data.
  • Persistent Storage: Vectors and metadata are automatically saved to disk.
  • Lightweight & Embeddable: Runs in your Python process with minimal dependencies.
  • Metadata Filtering: Store and filter data based on custom metadata for more refined searches.

🛠️ Installation

Get started in seconds with pip:

pip install valori
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