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Releases: kyryl-opens-ml/no-ocr

Qdrant to LanceDB Migration

28 Jan 01:03
@truskovskiyk truskovskiyk
v0.2.0
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Qdrant to LanceDB Migration Latest
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Release Notes: Qdrant to LanceDB Migration

Overview

This release transitions the No OCR platform from Qdrant to LanceDB, simplifying the architecture and improving performance for vector-based document processing.

Key Changes

  • Database Migration: Replaced Qdrant with LanceDB for vector storage and retrieval.
  • Ingestion Pipeline: Streamlined data ingestion using LanceDB’s schema-based tables.
  • Search Improvements: Enhanced search functionality with LanceDB's optimized cosine distance metrics.
  • Simplified Architecture: Removed Qdrant-specific dependencies and configurations.

Benefits

  • Faster Performance: Improved ingestion and search speeds.
  • Simplified Setup: Easier deployment with fewer dependencies.
  • Better Flexibility: Unified workflows for text and image embeddings.
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v0.0.1

23 Jan 01:12
@truskovskiyk truskovskiyk
published
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v0.0.1

Initial release.

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