varshith-Git/valori
A high-performance vector database library for Python that provides efficient storage, indexing, and search capabilities for high-dimensional vectors
Supports multiple indexing algorithms (HNSW, IVF, LSH, Annoy) with configurable distance metrics, plus vector quantization (scalar, product, SAQ) to reduce memory footprint. Built around a modular pipeline architecture with pluggable storage backends (memory, disk, hybrid), document parsers (PDF, text, Docling), and processing stages for cleaning, chunking, and embedding via Sentence Transformers. Integrates NumPy for computation and supports tensor-based persistence with compression for production deployments.
Available on PyPI.
Stars
19
Forks
3
Language
Python
License
MIT
Category
Last pushed
Jan 04, 2026
Monthly downloads
39
Commits (30d)
0
Dependencies
6
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