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Resources

Resources

GitHub repositories and documentation links for each project.

Resources by project

GitHub and documentation links.

chirps

Alopex Chirps

A Rust communication layer that brings node discovery, membership, messaging and Raft consensus together.

  • Join a cluster from a seed list, without DNS
  • Know quickly which nodes are alive through SWIM-style gossip
  • Nodes always authenticate each other over QUIC with mutual TLS

Source code, quickstart, issues

How an Alopex DB cluster uses it

How it differs from etcd, ZooKeeper, Consul, Raft libraries and more

Familiar services designed on Chirps

alopex-db

Alopex DB

An open-source database for teams that start with an embedded database and want to keep the same one as they scale.

  • Many ways to use it: embedded, CLI, server
  • SQL, vector search, and KV in one engine
  • Your data is one file. No data conversion when you change database products

Quickstart and reference

Alopex DB Docs

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Source code and contribution guide

A time-series engine that grows from embedded to cluster — Arrow + Parquet

alopex-enterprise

Alopex Enterprise

A commercial feature package that adds Security Suite, unified query and enterprise search, Observe, and distributed infrastructure to the Alopex DB OSS foundation.

  • A three-layer security model: storage, data policy, and identity
  • A unified model for SQL, AQL, PromQL, search, and aggregation
  • An SLO-centered layer for observability, decisions, and automation

Concepts and quickstart for the released Alopex DB OSS

Alopex DB Docs

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Source code for Alopex DB

Overview of the Alopex DB core features

Products used together with Alopex DB, such as Skulk and Chirps

How Alopex DB differs from SQLite, PostgreSQL, DuckDB and others

otel

Alopex OTel

One package for the ingestion, storage, and visualization that otherwise surround OpenTelemetry.

  • Unifies ingestion, storage, and dashboards in one product
  • The same screen, API, and query language from embedded single-process to multiple nodes
  • Skulk for metrics, Trail for traces and logs, and Chirps for routing

The integrated approach and a comparison with assembling the parts yourself

Alopex OTel Concepts

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Skulk, which powers the metrics path (v0.3.0 released)

Concept for the traces and logs path

Trail Concepts

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Cluster foundation including Chirps

Alopex DB Docs

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skulk

Alopex Skulk

A time-series engine that grows from embedded to server to cluster on the same engine, so metrics you start small scale out without switching products.

  • Embedded, server and cluster on the same engine
  • Embed it in your application and ship it all the way to edge devices
  • Ingest from existing agents through InfluxDB, Prometheus, or JSON

Concepts and architecture

Skulk Concepts

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Embedding Skulk and making a first write

Quickstart

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Source code and issues

Published package

Overview of the Alopex DB core features

Products used together with Alopex DB, such as Skulk and Chirps

How it differs from InfluxDB, Prometheus, TimescaleDB and other time-series databases

trail

Alopex Trail

A storage engine designed for event logs: store each record as it arrives, even when every event has a different shape.

  • Storage designed around the nature of event logs
  • No need to decide the shape before writing, even when every record differs
  • Data is stored as Parquet for analysis with familiar tools

The concept and assumptions about the data Trail handles

Trail Concepts

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Intended ways to use Trail

Trail Preview

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Repository for the underlying storage engine

hc-graphrag

HC GraphRAG

Microsoft GraphRAG for AWS (Bedrock + Anthropic)

  • Based on Microsoft GraphRAG
  • AWS Bedrock + Anthropic models
  • EC2 / Fargate deployable

Python implementation with LlamaIndex

Java implementation with ONNX

project-jv

JV Language

Java syntactic sugar with Python/Kotlin usability. Transpiles to pure Java, zero runtime.

  • Java syntactic sugar → Pure Java files → Zero runtime
  • Python/Julia/Kotlin-level usability
  • Stats, ML, and Excel function compatibility

Language spec and roadmap

JV Language Docs

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Transpiler and standard library

nimculus

Nimculus

A Zed-style GPU-native code editor built with NimNUI and Metal. In development, Apple Silicon first.

  • Direct GPU rendering via CAMetalLayer + Metal
  • A native architecture built on NimNUI
  • Developed Apple Silicon macOS first

Source code and architecture documents

The article introducing the project's background and direction

The R&D lab behind the project

nimino

Nimino

A Tauri-style lightweight WebView desktop foundation in Nim. nimino-pack builds installers straight from a URL — no bundled Chromium.

  • Thin FFI over official OS APIs — direct Win32+WebView2 / GTK+WebKitGTK
  • Lightweight apps with no bundled Chromium or Node.js
  • nimino-pack generates distributables from a URL or manifest

Source code and development documentation

The article introducing the project's background and direction

The R&D lab behind the project

startup-db

Startup Database Choices with Alopex DB

SQLite for the MVP, Postgres as you grow, a vector DB for AI features. See how Alopex DB cuts that chain of migrations, stage by stage.

  • Start your MVP instantly with the zero-config embedded mode
  • A design goal to reduce data conversion, migration, and rewrites as you scale
  • SQL + vector search in one engine from day one — no dual AI infrastructure

Stage-by-stage requirements, option trade-offs, and the scaling cliff — the basis of this page

Quickstart, the five deployment modes, and the roadmap

Alopex DB Docs

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Source (Apache 2.0), CLI binaries, and Python wheels

poc-development

Technical Validation, PoCs & Contract Development

Turn data transformation, analytics, RAG, database, search, and data-platform questions into working deliverables and evidence.

  • Data transformation & ETL
  • Data mining & analysis
  • RAG implementation

The public OSS database engine covering SQL, vector search, storage, and embedded and server usage.

Features, architecture, quick start, and the project roadmap.

Alopex DB Documentation

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The public GraphRAG project and technical material for AWS.

Latest blog posts

Technical experiments and insights.

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Links