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
Star History
Momentum
+10
STARS ยท LAST 30 DAYS
1
PER DAY
#486
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
lamindb gained 10 stars in the last 30 days, about 1 a day, and now has 368. It is about 4 years old and has averaged roughly 92 stars a year. It ranks #486 among Python repositories and #4,097 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#3002
BEST RANK
Sep 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
lamindb has maintained a continuous presence across global trending indexes, peaking at #3002. 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 #4,097 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #4,092 | niw/iphone_opencv_test | C++ | โ 369 | Compare โ |
| #4,092 | btcpayserver/NBXplorer | C# | โ 369 | Compare โ |
| #4,092 | TinyPedal/TinyPedal | Python | โ 369 | Compare โ |
| #4,092 | ntd4996/agentpet | Swift | โ 369 | Compare โ |
| #4,092 | moonbai-studio/tungsten-edge | Swift | โ 369 | Compare โ |
| #4,097 | laminlabs/lamindb This Project | Python | โ 368 | |
| #4,097 | MartinStyk/apk-analyzer | Kotlin | โ 368 | Compare โ |
| #4,097 | tardis-dev/tardis-node | TypeScript | โ 368 | Compare โ |
| #4,097 | PowerBeef/Vocello | Swift | โ 368 | Compare โ |
| #4,097 | db-lyon/ue-mcp | C++ | โ 368 | Compare โ |
| #4,097 | manankharwar/fusioncore | C++ | โ 368 | 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
What language is lamindb written in? +
The primary language is Python. Topics include: comp-bio-ops, context-engineering, data-lakehouse, data-lineage, data-versioning.
Is lamindb actively maintained? +
Yes, the last recorded push was on Sep 26, 2026 with 39 open issues being tracked.
How many stars does lamindb have? +
lamindb has 368 stars and 69 forks on GitHub.
How does lamindb rank among GitHub repositories? +
With 368 stars, laminlabs/lamindb is ranked #4,097 globally across all repositories tracked on GitHubRepo and #486 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.
