asopi tech
asopi techIndie Developer

Use case

High-performance databases from Python

Alopex ships Python wheels with every release (officially supported). Use SQL, vector search, and graph straight from Python, with no separate infrastructure to stand up — and scale from a single embedded instance to a production cluster on the same data file.

Install

pip install alopex

The alopex package — both the Database and DataFrame APIs.

View on PyPI

Use it from Python

import alopex

db = alopex.Database.open("./my_data")

results = db.execute_sql(
    "SELECT * FROM docs WHERE category = ?",
    ["science"],
)

similar = db.search_hnsw("docs", query_embedding, k=10)

One file to a cluster

The same data file, seamlessly from embedded to server to distributed cluster.

Vector-native

VECTOR type, HNSW, and vector_similarity() built into SQL.

SQL and DataFrame

Full SQL, plus a Polars-style lazy DataFrame API.

No extra infra

Runs embedded, scales out when you need it — no second infrastructure.

Products that fit

Database

Alopex DB

Grow the data you start with as your system changes scale. See Alopex DB's design goal and what v0.8.9 lets you try today.

A product-wide design goal: carry the data you start with across changes in scaleRaft-based KVS with SQL, Vector, and Graph ETL integratedNo data conversion or migration when switching deployment modes
See Alopex DB

AI / RAG

HC GraphRAG

Microsoft GraphRAG for AWS (Bedrock + Anthropic)

Based on Microsoft GraphRAGAWS Bedrock + Anthropic modelsEC2 / Fargate deployable
See HC GraphRAG

Database

Startup Database Choices with Alopex DB

Day-0 speed, into the next stage. A startup proposal built around Alopex DB's design goal—and what v0.8.9 lets you try today.

Start your MVP instantly with the zero-config embedded modeA design goal to reduce data conversion, migration, and rewrites as you scaleSQL + vector search in one engine from day one — no dual AI infrastructure
See Startup Database Choices with Alopex DB

Filter the full product list →

Talk through your goal