OpenTelemetry Instrumentation for AI Observability
⚡ Executive Summary & Quick Facts
Authoritative Sourceopeninference is openinference is an open-source project written in Python: OpenTelemetry Instrumentation for AI Observability.. It provides a free, self-hosted open-source alternative to Vercel.
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), Arize-ai/openinference has accumulated 1,298 GitHub stars and 373 forks. It is written in Python, licensed under Apache-2.0, and ranks #7,378 globally. It is actively maintained with the latest commit recorded on Nov 1, 2026.”
| Repository | Arize-ai/openinference ↗ |
|---|---|
| Primary Category | aiops |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 1.3K stars · ⑂ 373 forks · #7,378 globally |
| Maintenance | ● Active (Last commit: Nov 1, 2026) · 286 open issues |
| Replaces SaaS | Open Source Vercel Alternative ($20/user/month + expensive bandwidth & function overages) → |
| 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: 92/100 · Grade AYes, openinference is actively maintained. Continuous telemetry recorded the last code commit on Nov 1, 2026 (12 days ago). Supported by 1,298 stars and 373 community forks, this repository holds a calculated health index of 92/100, reflecting very active (commits within last 14 days) and active community feedback (286 open).
Star History
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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/Arize-ai/openinference?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/Arize-ai/openinference?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Arize-ai/openinference?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Arize-ai/openinference?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Arize-ai/openinference?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Arize-ai/openinference?utm_source=readme_badge)Momentum
+32
STARS · LAST 30 DAYS
1
PER DAY
#1,070
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +32 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +7 | +19 |
openinference gained 32 stars in the last 30 days, about 1 a day, and now has 1.3K. It is about 3 years old and has averaged roughly 433 stars a year. It ranks #1,070 among Python repositories and #7,378 across all languages on GitHubRepo.
Trending Record
9
DAYS ON TRENDING
#9811
BEST RANK
Nov 1, 2026
FIRST APPEARANCE
Active
STATUS TODAY
openinference has maintained a continuous presence across global trending indexes, peaking at #9811. Below is the 30-day activity profile:
💡 Overview
openinference is an open-source project written in Python: OpenTelemetry Instrumentation for AI Observability.
Engineered for speed, consistency, and developer ease, it solves common hurdles in aiops, gemini, hacktoberfest. 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 openinference⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
openinference 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 openinference.
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 openinference using your package manager: `pip install openinference`
Initialize your project workspace or configuration file for openinference.
Import openinference into your codebase or invoke it directly from your terminal.
Execute your test suite or run `openinference --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
Arize-ai/openinference is currently ranked #7,378 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #7,371 | marcosnils/bin | Go | ★ 1.3K | Compare ↗ |
| #7,371 | driftingly/rector-laravel | PHP | ★ 1.3K | Compare ↗ |
| #7,371 | Nixtla/mlforecast | Python | ★ 1.3K | Compare ↗ |
| #7,371 | mozilla-ai/cq | Go | ★ 1.3K | Compare ↗ |
| #7,377 | Willxup/cpa-usage-keeper | Go | ★ 1.3K | Compare ↗ |
| #7,378 | Arize-ai/openinference This Project | Python | ★ 1.3K | |
| #7,378 | sofa-framework/sofa | C++ | ★ 1.3K | Compare ↗ |
| #7,378 | bruits/satteri | Rust | ★ 1.3K | Compare ↗ |
| #7,378 | adtexterry-lgtm/unigit-ecosystem | JavaScript | ★ 1.3K | Compare ↗ |
| #7,382 | tensorflow/text | C++ | ★ 1.3K | Compare ↗ |
| #7,382 | charles-lunarg/vk-bootstrap | C++ | ★ 1.3K | Compare ↗ |
Frequently Asked Questions
What does openinference do? +
OpenTelemetry Instrumentation for AI Observability
Is openinference actively maintained in 2026? +
Yes, openinference is actively maintained. The latest code push was recorded on Nov 1, 2026 (12 days ago). It holds a calculated Maintenance Health Score of 92/100 (A rating) with 1,298 stars and 286 open issues.
What language is openinference written in? +
The primary language is Python. Topics include: aiops, gemini, hacktoberfest, haystack, langchain.
How many stars does openinference have? +
openinference has 1,298 stars and 373 forks on GitHub.
How does openinference rank among GitHub repositories? +
With 1,298 stars, Arize-ai/openinference is ranked #7,378 globally across all repositories tracked on GitHubRepo and #1,070 among Python projects.
What license is openinference distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
