volcengine/OpenViking
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
⚡ Executive Summary & Quick Facts
Authoritative SourceOpenViking is OpenViking is an open-source project written in Python: Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), volcengine/OpenViking has accumulated 41,996 GitHub stars and 3,445 forks. It is written in Python, licensed under AGPL-3.0, and ranks #356 globally. It is actively maintained with the latest commit recorded on Nov 11, 2026.”
| Repository | volcengine/OpenViking ↗ |
|---|---|
| Primary Category | agent context |
| Language & Stack | Python |
| Software License | AGPL-3.0 |
| Community Traction | ★ 42K stars · ⑂ 3.4K forks · #356 globally |
| Maintenance | ● Active (Last commit: Nov 11, 2026) · 1,398 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: 90/100 · Grade AYes, OpenViking is actively maintained. Continuous telemetry recorded the last code commit on Nov 11, 2026 (3 days ago). Supported by 41,996 stars and 3,445 community forks, this repository holds a calculated health index of 90/100, reflecting very active (commits within last 14 days) and high open issue volume (1,398 open).
Star History
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+2.4K
STARS · LAST 30 DAYS
81
PER DAY
#88
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +2.4K | +2.4K | +7.3K |
| Per day | 346 | 81 | 81 |
| Forks gained | +318 | +318 | +172 |
OpenViking gained 2.4K stars in the last 30 days, about 81 a day, and now has 42K. It is about 1 year old and has averaged roughly 42K stars a year. It ranks #88 among Python repositories and #356 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#79
BEST RANK
Sep 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
OpenViking has maintained a continuous presence across global trending indexes, peaking at #79. Below is the 30-day activity profile:
💡 Overview
OpenViking is an open-source project written in Python: Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-memory, agent-plugins, agentic-rag. 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 OpenViking⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
OpenViking 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 OpenViking.
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 OpenViking using your package manager: `pip install OpenViking`
Initialize your project workspace or configuration file for OpenViking.
Import OpenViking into your codebase or invoke it directly from your terminal.
Execute your test suite or run `OpenViking --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
volcengine/OpenViking is currently ranked #356 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #351 | Alamofire/Alamofire | Swift | ★ 42.4K | Compare ↗ |
| #352 | fastlane/fastlane | Ruby | ★ 42.4K | Compare ↗ |
| #353 | wshobson/agents | Python | ★ 42.3K | Compare ↗ |
| #354 | GyulyVGC/sniffnet | Rust | ★ 42.1K | Compare ↗ |
| #355 | tabler/tabler | Astro | ★ 42.1K | Compare ↗ |
| #356 | volcengine/OpenViking This Project | Python | ★ 42K | |
| #357 | nolimits4web/swiper | TypeScript | ★ 41.9K | Compare ↗ |
| #358 | psf/black | Python | ★ 41.9K | Compare ↗ |
| #359 | AstrBotDevs/AstrBot | Python | ★ 41.7K | Compare ↗ |
| #360 | dcloudio/uni-app | JavaScript | ★ 41.6K | Compare ↗ |
| #361 | apache/dubbo | Java | ★ 41.6K | Compare ↗ |
Frequently Asked Questions
What does OpenViking do? +
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
Is OpenViking actively maintained in 2026? +
Yes, OpenViking is actively maintained. The latest code push was recorded on Nov 11, 2026 (3 days ago). It holds a calculated Maintenance Health Score of 90/100 (A rating) with 41,996 stars and 1,398 open issues.
What language is OpenViking written in? +
The primary language is Python. Topics include: agent-context, agent-memory, agent-plugins, agentic-rag, context-database.
How many stars does OpenViking have? +
OpenViking has 41,996 stars and 3,445 forks on GitHub.
How does OpenViking rank among GitHub repositories? +
With 41,996 stars, volcengine/OpenViking is ranked #356 globally across all repositories tracked on GitHubRepo and #88 among Python projects.
What license is OpenViking distributed under? +
The repository reports a AGPL-3.0 license. Always verify the repository LICENSE file for legal terms.
