Colibri-Core

Efficient C++ library for linguistic constructions like n-grams and skipgrams.

EstablishedOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Aging · Jun 14, 2026

Overview

What is Colibri-Core?

Colibri-Core is a memory-efficient C++ library with Python bindings, designed to extract and work with basic linguistic constructions such as n-grams and skipgrams. It offers quick processing capabilities, making it ideal for natural language processing tasks requiring high performance and low memory usage.

Key differentiator

Colibri-Core stands out as a highly optimized, self-hosted library specifically designed for efficient text analysis tasks, offering both C++ and Python interfaces.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Memory-efficient processing of linguistic constructionsmedium

Quick extraction and manipulation of n-grams and skipgramsmedium

Available as a C++ library with Python bindingsmedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited language support beyond C++ and Python bindingshigh

No official support for other languages like Java or JavaScript

Small community leading to limited third-party contributionsmedium

GitHub repository shows low activity with few contributors and issues

Fit analysis

Who is it for?

✓ Best for

Projects requiring high-performance linguistic construction extraction and manipulation

Developers working on memory-constrained environments who need efficient text processing tools

✕ Not a fit for

Applications that require real-time streaming of large datasets (batch-oriented)

Teams looking for a cloud-based service with managed backend support

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with Colibri-Core

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →