v0.1.0 - First Working Release
Quaerite v0.1.0 — Initial Release
A high-performance, local-first RAG engine built for local-first ai support, complete privacy, and flat memory usage.
Features
- Tiered Router: Blazing-fast document parsing (
PyMuPDF, text streaming) that automatically drops media and binaries. - Memory-Flat Ingestion: Ingests thousand-page documents with lazy generators to maintain a RAM footprint.
- Filesystem Sync: Native tracking (
quaero sync) that reconciles the database by automatically purging or updating vectors when local files change or disappear. - LanceDB Store: Instant vector similarity matching using strict Cosine distance filtering metrics.
- Rich CLI: A responsive command-line interface featuring easy interactive onboarding, threshold configuration, and status monitoring.
Installation
pip install quaerite
quaero setupFull Changelog: https://github.com/ADPer0705/quaero/commits/v0.1.0