A Multilingual, Multimodal Translation Model Family
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+39
STARS · LAST 30 DAYS
1
PER DAY
#631
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +617 | +39 | +90 |
| Per day | 88 | 1 | 1 |
| Forks gained | +21 | +3 | +10 |
Index-Translate gained 39 stars in the last 30 days, about 1 a day, and now has 1.5K. It is about 1 year old and has averaged roughly 1.5K stars a year. It ranks #631 among Python repositories and #4,580 across all languages on GitHubRepo.
Trending Record
10
DAYS ON TRENDING
#139
BEST RANK
Oct 5, 2026
FIRST APPEARANCE
Active
STATUS TODAY
Index-Translate has maintained a continuous presence across global trending indexes, peaking at #139. Below is the 30-day activity profile:
💡 Overview
Index-Translate is an open-source project written in Python: A Multilingual Translation Model Family.
Engineered for speed, consistency, and developer ease, it solves common hurdles in llm, machine-translation. 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 Index-Translate⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
Index-Translate 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 Index-Translate.
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 Index-Translate using your package manager: `pip install Index-Translate`
Initialize your project workspace or configuration file for Index-Translate.
Import Index-Translate into your codebase or invoke it directly from your terminal.
Execute your test suite or run `Index-Translate --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
bilibili/Index-Translate is currently ranked #4,580 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #4,575 | kai-scheduler/KAI-Scheduler | Go | ★ 1.5K | Compare ↗ |
| #4,576 | nats-io/nats.rs | Rust | ★ 1.5K | Compare ↗ |
| #4,576 | decoderesearch/SAELens | Python | ★ 1.5K | Compare ↗ |
| #4,576 | bgreenwell/lstr | Rust | ★ 1.5K | Compare ↗ |
| #4,579 | stripe/stripe-android | Kotlin | ★ 1.5K | Compare ↗ |
| #4,580 | bilibili/Index-Translate This Project | Python | ★ 1.5K | |
| #4,580 | iamolegga/nestjs-pino | TypeScript | ★ 1.5K | Compare ↗ |
| #4,580 | vinceglb/FileKit | Kotlin | ★ 1.5K | Compare ↗ |
| #4,583 | monosans/proxy-list | — | ★ 1.5K | Compare ↗ |
| #4,583 | openai/openai-java | Kotlin | ★ 1.5K | Compare ↗ |
| #4,583 | hashicorp/terraform-mcp-server | Go | ★ 1.5K | Compare ↗ |
Frequently Asked Questions
What does Index-Translate do? +
A Multilingual, Multimodal Translation Model Family
What language is Index-Translate written in? +
The primary language is Python. Topics include: llm, machine-translation.
Is Index-Translate actively maintained? +
Yes, the last recorded push was on Oct 14, 2026 with 8 open issues being tracked.
How many stars does Index-Translate have? +
Index-Translate has 1,542 stars and 40 forks on GitHub.
How does Index-Translate rank among GitHub repositories? +
With 1,542 stars, bilibili/Index-Translate is ranked #4,580 globally across all repositories tracked on GitHubRepo and #631 among Python projects.
What license is Index-Translate distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
