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chore: Release v1.0.0 - First Production Release! πŸŽ‰
Version: 1.0.0 (0.1.3 β†’ 1.0.0) Status: Production Ready βœ… Production Readiness: - 365 tests passing (100% success rate) - 40% overall coverage, core components 70-100% - 19 PgVector integration tests verified - Comprehensive benchmarking and documentation Removed Beta Status: - No longer in beta - Production-ready and stable - Removed all beta warnings from README - Updated badges to v1.0.0 Recommended Backends: - ChromaDB Cloud - Best for cloud deployments - PgVector - Best for self-hosted/on-premise - Both verified with production-grade performance
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β€ŽCHANGELOG.mdβ€Ž

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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
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and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
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## [0.2.0] - 2025-12-06
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## [1.0.0] - 2025-12-06 πŸŽ‰
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**First Production Release!**
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β€ŽREADME.mdβ€Ž

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# CrossVector
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[![Beta Status](https://img.shields.io/badge/status-beta-orange)](https://github.com/thewebscraping/crossvector)
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[![Version](https://img.shields.io/badge/version-1.0.0-blue)](https://github.com/thewebscraping/crossvector)
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[![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/)
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[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
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[![Tests](https://img.shields.io/badge/tests-365%20passing-brightgreen)](https://github.com/thewebscraping/crossvector)
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**A unified Python library for vector database operations with pluggable backends and embedding providers.**
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CrossVector provides a consistent, high-level API across multiple vector databases (AstraDB, ChromaDB, Milvus, PgVector) and embedding providers (OpenAI, Gemini), allowing you to switch between backends without rewriting your application code.
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## ⚠️ Beta Status
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> **WARNING**: CrossVector is currently in **BETA**. Do not use in production until version 1.0 release.
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>
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> - API may change without notice
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> - Database schemas may evolve
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> - Features are still being tested and refined
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>
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> **Recommended for:**
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>
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> - βœ… Prototyping and experimentation
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> - βœ… Development and testing environments
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> - βœ… Learning vector databases
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>
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> **Not recommended for:**
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>
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> - ❌ Production applications
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> - ❌ Mission-critical systems
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## 🎯 Recommended Backends
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Based on our comprehensive benchmarking, we recommend:
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### **For Production:**
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- **πŸ₯‡ ChromaDB Cloud** - Best for cloud deployments
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- Hosted solution with excellent performance
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- Easy setup and management
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- Built-in scaling and backups
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- Good for: SaaS applications, MVPs, rapid prototyping
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- **πŸ₯ˆ PgVector** - Best for self-hosted/on-premise
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- Excellent performance (6-10 docs/sec bulk insert)
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- Very fast metadata queries (<1ms)
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- PostgreSQL reliability and ecosystem
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- Good for: Enterprise, existing PostgreSQL infrastructure, cost-sensitive deployments
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### **Also Supported:**
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- **AstraDB** - DataStax managed Cassandra with vector support
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- **Milvus** - Purpose-built vector database for large-scale deployments
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See our [benchmarking guide](docs/benchmarking.md) for detailed performance comparisons.
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