Vector Index Python Packages

lorann

[NeurIPS'24] Approximate Nearest Neighbor search using reduced-rank regression, with extremely fast queries, tiny memory usage, and rapid indexing on modern vector embeddings.

llm-app

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

vhecfsck

Read-only, empirical, offline auditor for vector indexes (LanceDB, Qdrant, pgvector).

chunkhound-index-compactor

Shrink a bloated ChunkHound DuckDB index by rebuilding it. CLI + Python library.

superbit-lsh

A lightweight, in-memory vector index for approximate nearest-neighbor (ANN) search

parqdb

Billion-scale embedded vector database built entirely on Parquet and Arrow.

relify

Billion-scale embedded vector database built entirely on Parquet and Arrow.