rayforce-py 0.0.2

Python bindings for RayforceDB

🐍 RayPy - Python bindings for RayforceDB

Python interface to RayforceDB - a very fast columnar vector database written in pure C.

Features

• Pythonic API - Chainable, fluent query syntax that feels pythonic
• Seamless Integration - Direct C API access with controlled garbage collection
• High Performance - Minimal overhead between Python and RayforceDB runtime
• Active Development - Continuously expanding functionality

🚀 Quick Start

from rayforce import Table

demo = Table(
    columns=["id", "name", "age", "salary"],
    values=[
        ["001", "002", "003", "004"],
        ["alice", "bob", "charlie", "dana"],
        [29, 34, 41, 38],
        [100000, 120000, 90000, 85000],
    ],
)

result = demo.select("id", "name", "age").where(demo.age >= 35).execute()

print(result)
┌─────┬─────────┬──────────────────────┐
│ id  │ name    │ age                  │
├─────┼─────────┼──────────────────────┤
│ 003 │ charlie │ 41                   │
│ 004 │ dana    │ 38                   │
├─────┴─────────┴──────────────────────┤
│ 2 rows (2 shown) 3 columns (3 shown) │
└──────────────────────────────────────┘

📦 Installation

make all

This command will:

• Pull the latest RayforceDB version from GitHub
• Patch headers for Python support
• Build the core library and required plugins
• Set up everything you need to get started

📚 Documentation

Full documentation available at: https://raypy.rayforcedb.com/

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