DuckDB + vss

DuckDB provides a fast, flexible environment for data analysis. It's optimized for complex queries and integrates seamlessly with modern data workflows.

Key Features

• In-memory processing for high-speed analytics
• Support for complex SQL queries
• Native integration with popular data science tools
• Lightweight and easily deployable
• Extensible through custom UDFs (User Defined Functions)

Pros

• No direct costs associated with use
• High performance for analytical queries
• User-friendly for data analysts and developers
• Active community support and documentation

Cons

• Limited support for transactional workloads
• May require additional setup for large datasets
• Lacks built-in support for distributed computing
• Steeper learning curve for advanced features