pgvector support for Python
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+38
STARS · LAST 30 DAYS
1
PER DAY
#443
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +38 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
pgvector-python gained 38 stars in the last 30 days, about 1 a day, and now has 1.5K. It is about 5 years old and has averaged roughly 306 stars a year. It ranks #443 among Python repositories and #3,315 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#4066
BEST RANK
Oct 2, 2026
FIRST APPEARANCE
Active
STATUS TODAY
pgvector-python has maintained a continuous presence across global trending indexes, peaking at #4066. Below is the 30-day activity profile:
💡 Overview
pgvector-python is an open-source project written in Python: pgvector support for Python.
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 pgvector-python⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
pgvector-python 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 pgvector-python 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 pgvector-python using your package manager: `pip install pgvector-python`
Initialize your project workspace or configuration file for pgvector-python.
Import pgvector-python into your codebase or invoke it directly from your terminal.
Execute your test suite or run `pgvector-python --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
pgvector/pgvector-python is currently ranked #3,315 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #3,308 | hydra-db/open-glean | TypeScript | ★ 1.5K | Compare ↗ |
| #3,311 | Cay-Zhang/RSSBud | JavaScript | ★ 1.5K | Compare ↗ |
| #3,312 | apache/httpcomponents-client | Java | ★ 1.5K | Compare ↗ |
| #3,313 | tirrenotechnologies/tirreno | PHP | ★ 1.5K | Compare ↗ |
| #3,314 | mizorewww/laya-coreml | Python | ★ 1.5K | Compare ↗ |
| #3,315 | pgvector/pgvector-python This Project | Python | ★ 1.5K | |
| #3,315 | xodus-gaming/xodus | Rust | ★ 1.5K | Compare ↗ |
| #3,315 | yippee-fun/phlex | Ruby | ★ 1.5K | Compare ↗ |
| #3,315 | ggml-org/Llama-macOS | Swift | ★ 1.5K | Compare ↗ |
| #3,319 | janbjorge/pgqueuer | Python | ★ 1.5K | Compare ↗ |
| #3,320 | Mak5er/AirCard-iOS | Swift | ★ 1.5K | Compare ↗ |
Frequently Asked Questions
What does pgvector-python do? +
pgvector support for Python
What language is pgvector-python written in? +
The primary language is Python. Topics include: software.
Is pgvector-python actively maintained? +
Yes, the last recorded push was on Oct 2, 2026 with 4 open issues being tracked.
How many stars does pgvector-python have? +
pgvector-python has 1,529 stars and 96 forks on GitHub.
How does pgvector-python rank among GitHub repositories? +
With 1,529 stars, pgvector/pgvector-python is ranked #3,315 globally across all repositories tracked on GitHubRepo and #443 among Python projects.
What license is pgvector-python distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
