Open-source data management for multimodal AI. Query, trace, and govern with a lineage-native, format-agnostic lakehouse for agents and teams. Supports biological formats and registries - by the creators of Scanpy. ๐YC S22
โก Executive Summary & Quick Facts
Authoritative Sourcelamindb is lamindb is an open-source project written in Python: Open-source data management for multimodal AI. Query, trace, and govern with a lineage-native, format-agnostic lakehouse for agents and teams. Supports biological formats and registries - by the creators of Scanpy. ๐YC S22..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), laminlabs/lamindb has accumulated 437 GitHub stars and 145 forks. It is written in Python, licensed under Apache-2.0, and ranks #13,218 globally. It is actively maintained with the latest commit recorded on Nov 12, 2026.”
| Repository | laminlabs/lamindb โ |
|---|---|
| Primary Category | comp bio ops |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | โ 437 stars ยท โ 145 forks ยท #13,218 globally |
| Maintenance | โ Active (Last commit: Nov 12, 2026) ยท 58 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
๐ก๏ธ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 ยท Grade A+Yes, lamindb is actively maintained. Continuous telemetry recorded the last code commit on Nov 12, 2026 (0 days ago). Supported by 437 stars and 145 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+22
STARS ยท LAST 30 DAYS
1
PER DAY
#1,789
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +19 | +22 | +90 |
| Per day | 3 | 1 | 1 |
| Forks gained | +2 | +2 | +10 |
lamindb gained 22 stars in the last 30 days, about 1 a day, and now has 437. It is about 5 years old and has averaged roughly 87 stars a year. It ranks #1,789 among Python repositories and #13,218 across all languages on GitHubRepo.
Trending Record
42
DAYS ON TRENDING
#135
BEST RANK
Sep 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
lamindb has maintained a continuous presence across global trending indexes, peaking at #135. Below is the 30-day activity profile:
๐ก Overview
lamindb is an open-source project written in Python: Open-source data management for multimodal AI. Query, trace, and govern with a lineage-native, format-agnostic lakehouse for agents and teams. Supports biological formats and registries - by the creators of Scanpy. ๐YC S22.
Engineered for speed, consistency, and developer ease, it solves common hurdles in comp-bio-ops, context-engineering, data-lakehouse. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
โก Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
๐ฅ Installation
$ pip install lamindbโ System Requirements
Platforms
- โข macOS
- โข Linux
- โข Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
๐ง How It Works
lamindb coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
๐ฏ Production Use Cases
Production System Integration
Embed lamindb into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open Apache-2.0 license.
๐ Getting Started
Install lamindb using your package manager: `pip install lamindb`
Initialize your project workspace or configuration file for lamindb.
Import lamindb into your codebase or invoke it directly from your terminal.
Execute your test suite or run `lamindb --help` to verify successful setup.
๐ Strengths
โ ๏ธ Considerations
โ Alternatives & Direct Competitors
๐ฅ Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
๐ Nearby in the Rankings
laminlabs/lamindb is currently ranked #13,218 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #13,209 | AAEmu/AAEmu | C# | โ 438 | Compare โ |
| #13,209 | PhotonVision/photonvision | Java | โ 438 | Compare โ |
| #13,209 | mckinsey/agents-at-scale-ark | TypeScript | โ 438 | Compare โ |
| #13,209 | dataiku/kiji-proxy | Go | โ 438 | Compare โ |
| #13,209 | marcusquinn/aidevops | Shell | โ 438 | Compare โ |
| #13,218 | laminlabs/lamindb This Project | Python | โ 437 | |
| #13,218 | arthurnn/memcached | Ruby | โ 437 | Compare โ |
| #13,218 | PythonTurtle/PythonTurtle | Python | โ 437 | Compare โ |
| #13,218 | alphazero/Go-Redis | Go | โ 437 | Compare โ |
| #13,218 | compiler-explorer/infra | Python | โ 437 | Compare โ |
| #13,218 | cortex-lab/phy | Python | โ 437 | Compare โ |
Frequently Asked Questions
What does lamindb do? +
Open-source data management for multimodal AI. Query, trace, and govern with a lineage-native, format-agnostic lakehouse for agents and teams. Supports biological formats and registries - by the creators of Scanpy. ๐YC S22
Is lamindb actively maintained in 2026? +
Yes, lamindb is actively maintained. The latest code push was recorded on Nov 12, 2026 (0 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 437 stars and 58 open issues.
What language is lamindb written in? +
The primary language is Python. Topics include: comp-bio-ops, context-engineering, data-lakehouse, data-lineage, data-versioning.
How many stars does lamindb have? +
lamindb has 437 stars and 145 forks on GitHub.
How does lamindb rank among GitHub repositories? +
With 437 stars, laminlabs/lamindb is ranked #13,218 globally across all repositories tracked on GitHubRepo and #1,789 among Python projects.
What license is lamindb distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
