varshith-Git/valori

A high-performance vector database library for Python that provides efficient storage, indexing, and search capabilities for high-dimensional vectors

46
/ 100
Emerging

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.

Maintenance 6 / 25
Adoption 10 / 25
Maturity 18 / 25
Community 12 / 25

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Stars

19

Forks

3

Language

Python

License

MIT

Last pushed

Jan 04, 2026

Monthly downloads

39

Commits (30d)

0

Dependencies

6

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