tarzi 0.0.11

Rust-native lite search for AI applications
Documentation 
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  <img src="https://github.com/mirasurf/tarzi.rs/blob/4e751f8d389c0ac7f2061afa9286d2d7fa551aaf/static/tarzi-320.png" alt="Tarzi Logo" width="200" height="200">
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<h1 align="center">tarzi.rs</h1>

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  Rust-native lite search for your AI applications.
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## 🐒 Tarzi

**Tarzi** is a unified search interface designed for **Retrieval-Augmented Generation (RAG)** and **agentic systems** built on large language models. Search is a core functionality in these systems, yet most search engine providers (SEPs) impose API paywalls or strict rate limits. **Tarzi**, empowered by browser automation and web crawling technologies, removes these barriers by supporting token-free queries across multiple search engines. With a single dependency, you can integrate and switch between different SEPs as needed—seamlessly and efficiently.

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  <img src="static/tariz-workflow.png" alt="Tarzi Logo" width="100%">
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## ⚙️ Core Capabilities

- 🦀 **Dual Implementation**: Native Rust library and Python wrapper with CLI tools
- 🔄 **Content Conversion**: Convert raw HTML into Markdown, JSON, or YAML, which is ready for LLMs
- 🔍 **Search Integration**: Fetch fully rendered result pages with a unified interface for both browser (token-free) and API (token-required) modes
- 🧠 **Multi-Engine Support**: Works with Bing, Google, DuckDuckGo, Brave Search, Tavily, and more  
- 🛡️ **Proxy Support**: Bypass network bans using proxy support to access global SEPs
- 🚀 **End-to-End Workflow**: Full pipeline from search to content extraction for AI and automation use cases

## 🧪 Advanced Features (Supports required)

- 🖥️ **Custom Browser Controls**: Set screen size, viewport, and locale for realistic behavior  
- 🕵️‍♂️ **Anti-Bot Evasion**: Use fingerprint spoofing, proxy rotation, and human-like actions to avoid detection  
- 🧠 **Smarter Queries**: Improve search results with prompt rewriting and intent-aware queries 
- 🔗 **Workflow Automation**: Chain steps like search, click, form fill, and scraping into automated flows  
- 🤖 **Agent Integration (MCP)**: Connect with agent frameworks for context-aware, distributed task execution  
- 📊 **Observability**: Monitor success rate, latency, CAPTCHA frequency, and export logs for analysis

## Install

```
pip install tarzi
```

## Usage Examples

* Examples in Python and Rust: [examples](/examples/)

## Contributors

Thank you ❤ all human and non-human contributors.

[![tarzi contributors](https://contrib.rocks/image?repo=mirasurf/tarzi.rs "tarzi contributors")](https://github.com/mirasurf/tarzi.rs/graphs/contributors)