Illuminate your data. Agent framework turning natural language into SQL, charts, dashboards and reports.
⚡ Executive Summary & Quick Facts
Authoritative Sourcelumen is lumen is an open-source project written in Python: Illuminate your data. Agent framework turning natural language into SQL, charts, dashboards and reports..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), holoviz/lumen has accumulated 318 GitHub stars and 52 forks. It is written in Python, licensed under BSD-3-Clause, and ranks #15,495 globally. It is actively maintained with the latest commit recorded on Oct 17, 2026.”
| Repository | holoviz/lumen ↗ |
|---|---|
| Primary Category | ai agents |
| Language & Stack | Python |
| Software License | BSD-3-Clause |
| Community Traction | ★ 318 stars · ⑂ 52 forks · #15,495 globally |
| Maintenance | ● Active (Last commit: Oct 17, 2026) · 195 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 88/100 · Grade AYes, lumen is actively maintained. Continuous telemetry recorded the last code commit on Oct 17, 2026 (26 days ago). Supported by 318 stars and 52 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (26 days ago) and healthy issue cadence.
Star History
Add Live Star History & Verified Badges to README.md
Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/holoviz/lumen?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/holoviz/lumen?utm_source=readme_badge) [](https://githubrepo.cloud/repo/holoviz/lumen?utm_source=readme_badge) [](https://githubrepo.cloud/repo/holoviz/lumen?utm_source=readme_badge) [](https://githubrepo.cloud/repo/holoviz/lumen?utm_source=readme_badge) [](https://githubrepo.cloud/repo/holoviz/lumen?utm_source=readme_badge)Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#2,082
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
lumen gained 10 stars in the last 30 days, about 1 a day, and now has 318. It is about 7 years old and has averaged roughly 45 stars a year. It ranks #2,082 among Python repositories and #15,495 across all languages on GitHubRepo.
Trending Record
22
DAYS ON TRENDING
#10935
BEST RANK
Oct 17, 2026
FIRST APPEARANCE
Active
STATUS TODAY
lumen has maintained a continuous presence across global trending indexes, peaking at #10935. Below is the 30-day activity profile:
💡 Overview
lumen is an open-source project written in Python: Illuminate your data. Agent framework turning natural language into SQL, charts, dashboards and reports.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-agents, conversational-ai, data-exploration. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ 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.
📥 Installation
$ pip install lumen⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
lumen 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.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with lumen.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install lumen using your package manager: `pip install lumen`
Initialize your project workspace or configuration file for lumen.
Import lumen into your codebase or invoke it directly from your terminal.
Execute your test suite or run `lumen --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
holoviz/lumen is currently ranked #15,495 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #15,463 | fennaraOfficial/fennara-godot-ai | Rust | ★ 319 | Compare ↗ |
| #15,463 | Duecki1/CalibRaw | Rust | ★ 319 | Compare ↗ |
| #15,463 | B2BF/OpenBF2 | C++ | ★ 319 | Compare ↗ |
| #15,463 | qlabs-eng/dust | Python | ★ 319 | Compare ↗ |
| #15,463 | storytold/materialcraft | Rust | ★ 319 | Compare ↗ |
| #15,495 | holoviz/lumen This Project | Python | ★ 318 | |
| #15,495 | openstreetmap/mod_tile | C++ | ★ 318 | Compare ↗ |
| #15,495 | kiwanami/emacs-deferred | Emacs Lisp | ★ 318 | Compare ↗ |
| #15,495 | ruediger/VobSub2SRT | C | ★ 318 | Compare ↗ |
| #15,495 | baynezy/Html2Markdown | C# | ★ 318 | Compare ↗ |
| #15,495 | nanvix/nanvix | Rust | ★ 318 | Compare ↗ |
Frequently Asked Questions
What does lumen do? +
Illuminate your data. Agent framework turning natural language into SQL, charts, dashboards and reports.
Is lumen actively maintained in 2026? +
Yes, lumen is actively maintained. The latest code push was recorded on Oct 17, 2026 (26 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 318 stars and 195 open issues.
What language is lumen written in? +
The primary language is Python. Topics include: ai-agents, conversational-ai, data-exploration, data-visualization, duckdb.
How many stars does lumen have? +
lumen has 318 stars and 52 forks on GitHub.
How does lumen rank among GitHub repositories? +
With 318 stars, holoviz/lumen is ranked #15,495 globally across all repositories tracked on GitHubRepo and #2,082 among Python projects.
What license is lumen distributed under? +
The repository reports a BSD-3-Clause license. Always verify the repository LICENSE file for legal terms.
