UKGovernmentBEIS/inspect_ai
Inspect: A framework for large language model evaluations
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+74
STARS · LAST 30 DAYS
2
PER DAY
#394
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +60 | +74 | +180 |
| Per day | 9 | 2 | 2 |
| Forks gained | +18 | +16 | +39 |
inspect_ai gained 74 stars in the last 30 days, about 2 a day, and now has 2.9K. It is about 3 years old and has averaged roughly 982 stars a year. It ranks #394 among Python repositories and #2,758 across all languages on GitHubRepo.
Trending Record
8
DAYS ON TRENDING
#458
BEST RANK
Sep 30, 2026
FIRST APPEARANCE
Active
STATUS TODAY
inspect_ai has maintained a continuous presence across global trending indexes, peaking at #458. Below is the 30-day activity profile:
💡 Overview
inspect_ai is an open-source project written in Python: Inspect: A framework for large language model evaluations.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. 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 inspect_ai⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
inspect_ai 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
Production System Integration
Embed inspect_ai 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 MIT license.
🚀 Getting Started
Install inspect_ai using your package manager: `pip install inspect_ai`
Initialize your project workspace or configuration file for inspect_ai.
Import inspect_ai into your codebase or invoke it directly from your terminal.
Execute your test suite or run `inspect_ai --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
UKGovernmentBEIS/inspect_ai is currently ranked #2,758 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,753 | onetimesecret/onetimesecret | Ruby | ★ 3K | Compare ↗ |
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| #2,756 | Ryze-AI-Adgent/open-seo-mcp-skills | Shell | ★ 2.9K | Compare ↗ |
| #2,758 | UKGovernmentBEIS/inspect_ai This Project | Python | ★ 2.9K | |
| #2,759 | MacPaw/OpenAI | Swift | ★ 2.9K | Compare ↗ |
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Frequently Asked Questions
What does inspect_ai do? +
Inspect: A framework for large language model evaluations
What language is inspect_ai written in? +
The primary language is Python. Topics include: software.
Is inspect_ai actively maintained? +
Yes, the last recorded push was on Oct 6, 2026 with 358 open issues being tracked.
How many stars does inspect_ai have? +
inspect_ai has 2,946 stars and 779 forks on GitHub.
How does inspect_ai rank among GitHub repositories? +
With 2,946 stars, UKGovernmentBEIS/inspect_ai is ranked #2,758 globally across all repositories tracked on GitHubRepo and #394 among Python projects.
What license is inspect_ai distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
