volcengine/OpenViking
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
Star History
Momentum
+972
STARS · LAST 30 DAYS
32
PER DAY
#62
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +224 | +972 | +2.9K |
| Per day | 32 | 32 | 32 |
| Forks gained | +15 | +61 | +152 |
OpenViking gained 972 stars in the last 30 days, about 32 a day, and now has 38.9K. It is about 1 year old and has averaged roughly 38.9K stars a year. It ranks #62 among Python repositories and #272 across all languages on GitHubRepo.
Trending Record
4
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 #272 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #267 | pola-rs/polars | Rust | ★ 39.9K | Compare ↗ |
| #268 | ajeetdsouza/zoxide | Rust | ★ 39.7K | Compare ↗ |
| #269 | drawdb-io/drawdb | JavaScript | ★ 39.7K | Compare ↗ |
| #270 | freeCodeCamp/devdocs | Ruby | ★ 39.5K | Compare ↗ |
| #271 | DioxusLabs/dioxus | Rust | ★ 39.3K | Compare ↗ |
| #272 | volcengine/OpenViking This Project | Python | ★ 38.9K | |
| #273 | preactjs/preact | JavaScript | ★ 38.9K | Compare ↗ |
| #274 | lapce/lapce | Rust | ★ 38.9K | Compare ↗ |
| #275 | xyflow/xyflow | TypeScript | ★ 38.5K | Compare ↗ |
| #276 | dotnet/aspnetcore | C# | ★ 38.5K | Compare ↗ |
| #277 | stanfordnlp/dspy | Python | ★ 38.4K | Compare ↗ |
Frequently Asked Questions
What does OpenViking do? +
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
What language is OpenViking written in? +
The primary language is Python. Topics include: agent-memory, agent-plugins, agentic-rag, context-database, dsh-plugin.
Is OpenViking actively maintained? +
Yes, the last recorded push was on Sep 28, 2026 with 693 open issues being tracked.
How many stars does OpenViking have? +
OpenViking has 38,898 stars and 3,038 forks on GitHub.
How does OpenViking rank among GitHub repositories? +
With 38,898 stars, volcengine/OpenViking is ranked #272 globally across all repositories tracked on GitHubRepo and #62 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.
