liliang-cn/cortexdb
AI memory and a knowledge graph in one SQLite file. Pure Go: vectors, RAG, agent memory, RDF/SPARQL, Cypher, 80+ MCP tools. Works without an embedding model.
⚡ Executive Summary & Quick Facts
Authoritative Sourcecortexdb is cortexdb is an open-source project written in Go: AI memory and a knowledge graph in one SQLite file. Pure Go: vectors, RAG, agent memory, RDF/SPARQL, Cypher, 80+ MCP tools. Works without an embedding model..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), liliang-cn/cortexdb has accumulated 403 GitHub stars and 17 forks. It is written in Go, licensed under MIT, and ranks #11,523 globally. It is actively maintained with the latest commit recorded on Oct 14, 2026.”
| Repository | liliang-cn/cortexdb ↗ |
|---|---|
| Primary Category | agent memory |
| Language & Stack | Go |
| Software License | MIT |
| Community Traction | ★ 403 stars · ⑂ 17 forks · #11,523 globally |
| Maintenance | ● Active (Last commit: Oct 14, 2026) · 0 open issues |
| Target Audience | Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 88/100 · Grade AYes, cortexdb is actively maintained. Continuous telemetry recorded the last code commit on Oct 14, 2026 (16 days ago). Supported by 403 stars and 17 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (16 days ago) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,293
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
cortexdb gained 10 stars in the last 30 days, about 1 a day, and now has 403. It is about 1 year old and has averaged roughly 403 stars a year. It ranks #1,293 among Go repositories and #11,523 across all languages on GitHubRepo.
Trending Record
15
DAYS ON TRENDING
#9409
BEST RANK
Oct 14, 2026
FIRST APPEARANCE
Active
STATUS TODAY
cortexdb has maintained a continuous presence across global trending indexes, peaking at #9409. Below is the 30-day activity profile:
💡 Overview
cortexdb is an open-source project written in Go: AI memory and a knowledge graph in one SQLite file. Pure Go: vectors, RAG, agent memory, RDF/SPARQL, Cypher, 80+ MCP tools. Works without an embedding model.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-memory, ai-memory, claude-code. 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 Go 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
$ go install github.com/liliang-cn/cortexdb@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
cortexdb coordinates its core functionality through a modular Go 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 cortexdb.
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 cortexdb using your package manager: `go install github.com/liliang-cn/cortexdb@latest`
Initialize your project workspace or configuration file for cortexdb.
Import cortexdb into your codebase or invoke it directly from your terminal.
Execute your test suite or run `cortexdb --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
liliang-cn/cortexdb is currently ranked #11,523 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #11,509 | rashidazarang/chatgpt-chat-exporter | JavaScript | ★ 404 | Compare ↗ |
| #11,509 | brunoborges/javaevolved | Java | ★ 404 | Compare ↗ |
| #11,509 | mezmo/aura | Rust | ★ 404 | Compare ↗ |
| #11,509 | foglamp-labs/foglamp | TypeScript | ★ 404 | Compare ↗ |
| #11,509 | lidor30/pokedaisy | Kotlin | ★ 404 | Compare ↗ |
| #11,523 | liliang-cn/cortexdb This Project | Go | ★ 403 | |
| #11,523 | rsms/scrup | Objective-C | ★ 403 | Compare ↗ |
| #11,523 | mirven/underscore.lua | Lua | ★ 403 | Compare ↗ |
| #11,523 | danfairs/django-lazysignup | Python | ★ 403 | Compare ↗ |
| #11,523 | Houdini/two_factor_authentication | Ruby | ★ 403 | Compare ↗ |
| #11,523 | NLog/NLog.Extensions.Logging | C# | ★ 403 | Compare ↗ |
Frequently Asked Questions
What does cortexdb do? +
AI memory and a knowledge graph in one SQLite file. Pure Go: vectors, RAG, agent memory, RDF/SPARQL, Cypher, 80+ MCP tools. Works without an embedding model.
Is cortexdb actively maintained in 2026? +
Yes, cortexdb is actively maintained. The latest code push was recorded on Oct 14, 2026 (16 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 403 stars and 0 open issues.
What language is cortexdb written in? +
The primary language is Go. Topics include: agent-memory, ai-memory, claude-code, codex, embeddings.
How many stars does cortexdb have? +
cortexdb has 403 stars and 17 forks on GitHub.
How does cortexdb rank among GitHub repositories? +
With 403 stars, liliang-cn/cortexdb is ranked #11,523 globally across all repositories tracked on GitHubRepo and #1,293 among Go projects.
What license is cortexdb distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
