Fast, streaming indexing, query, and agentic LLM applications in Rust
⚡ Executive Summary & Quick Facts
Authoritative Sourceswiftide is swiftide is an open-source project written in Rust: Fast, streaming indexing, query, and agentic LLM applications in Rust..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), bosun-ai/swiftide has accumulated 797 GitHub stars and 73 forks. It is written in Rust, licensed under MIT, and ranks #9,762 globally. It is actively maintained with the latest commit recorded on Oct 27, 2026.”
| Repository | bosun-ai/swiftide ↗ |
|---|---|
| Primary Category | agents |
| Language & Stack | Rust |
| Software License | MIT |
| Community Traction | ★ 797 stars · ⑂ 73 forks · #9,762 globally |
| Maintenance | ● Active (Last commit: Oct 27, 2026) · 19 open issues |
| Target Audience | Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 88/100 · Grade AYes, swiftide is actively maintained. Continuous telemetry recorded the last code commit on Oct 27, 2026 (16 days ago). Supported by 797 stars and 73 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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+20
STARS · LAST 30 DAYS
1
PER DAY
#944
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +20 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
swiftide gained 20 stars in the last 30 days, about 1 a day, and now has 797. It is about 2 years old and has averaged roughly 399 stars a year. It ranks #944 among Rust repositories and #9,762 across all languages on GitHubRepo.
Trending Record
12
DAYS ON TRENDING
#10295
BEST RANK
Oct 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
swiftide has maintained a continuous presence across global trending indexes, peaking at #10295. Below is the 30-day activity profile:
💡 Overview
swiftide is an open-source project written in Rust: Fast, streaming indexing, query, and agentic LLM applications in Rust.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agents, ai, data. 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 Rust 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
$ cargo install swiftide⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
swiftide coordinates its core functionality through a modular Rust 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 swiftide.
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 swiftide using your package manager: `cargo install swiftide`
Initialize your project workspace or configuration file for swiftide.
Import swiftide into your codebase or invoke it directly from your terminal.
Execute your test suite or run `swiftide --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
bosun-ai/swiftide is currently ranked #9,762 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #9,751 | Azure/azure-cosmos-dotnet-v3 | C# | ★ 798 | Compare ↗ |
| #9,751 | hetznercloud/csi-driver | Go | ★ 798 | Compare ↗ |
| #9,751 | apple/swift-metrics | Swift | ★ 798 | Compare ↗ |
| #9,751 | KKeygen/idv-login | Python | ★ 798 | Compare ↗ |
| #9,751 | bruin-data/dac | Go | ★ 798 | Compare ↗ |
| #9,762 | bosun-ai/swiftide This Project | Rust | ★ 797 | |
| #9,762 | gabrielelanaro/emacs-for-python | Emacs Lisp | ★ 797 | Compare ↗ |
| #9,762 | material-extensions/material-icons-browser-extension | TypeScript | ★ 797 | Compare ↗ |
| #9,762 | NVIDIA/nvbandwidth | C++ | ★ 797 | Compare ↗ |
| #9,762 | facebookresearch/ocean | C++ | ★ 797 | Compare ↗ |
| #9,762 | par-team/par-lang | Rust | ★ 797 | Compare ↗ |
Frequently Asked Questions
What does swiftide do? +
Fast, streaming indexing, query, and agentic LLM applications in Rust
Is swiftide actively maintained in 2026? +
Yes, swiftide is actively maintained. The latest code push was recorded on Oct 27, 2026 (16 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 797 stars and 19 open issues.
What language is swiftide written in? +
The primary language is Rust. Topics include: agents, ai, data, genai, indexing.
How many stars does swiftide have? +
swiftide has 797 stars and 73 forks on GitHub.
How does swiftide rank among GitHub repositories? +
With 797 stars, bosun-ai/swiftide is ranked #9,762 globally across all repositories tracked on GitHubRepo and #944 among Rust projects.
What license is swiftide distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
