🐍 UltSQL Python Package (ultsql)
The official Python client for UltSQL — the converged multimodal database engine combining Relational SQL, NoSQL JSON, HNSW Vector RAG, and PL/SQL.
⚡ Installation
pip install ultsql
🚀 Quickstart Usage
from ultsql import UltSQLClient
# Connect to running UltSQL instance (via REST or PgWire)
db = UltSQLClient("http://localhost:8080")
# 1. Query records
result = db.query("users")
print("Users:", result["rows"])
# 2. Insert record
db.insert("users", {"id": 1, "name": "Alice", "score": 95.5})
# 3. Get OpenAPI 3.0 Documentation Schema
spec = db.openapi_spec()
print("OpenAPI Version:", spec["openapi"])
🔌 PostgreSQL Wire Protocol Compatibility
You can also connect to UltSQL from Python using standard psycopg2 or asyncpg:
import psycopg2
conn = psycopg2.connect("host=localhost port=5432 user=admin password=admin dbname=ultsql_db")
cur = conn.cursor()
cur.execute("SELECT * FROM users")
print(cur.fetchall())
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