Files
fil/packages/zig/README.md

449 lines
18 KiB
Markdown
Raw Normal View History

2026-06-01 23:40:55 +02:00
# Zig
<div align="center" style="display: flex; flex-wrap: wrap; gap: 8px; justify-content: center; margin: 20px 0;">
<a href="https://github.com/kreuzberg-dev/alef">
<img src="https://img.shields.io/badge/Bindings-alef%20%D7%90-007ec6" alt="Bindings">
</a>
<!-- Language Bindings -->
<a href="https://crates.io/crates/kreuzberg">
<img src="https://img.shields.io/crates/v/kreuzberg?label=Rust&color=007ec6" alt="Rust">
</a>
<a href="https://pypi.org/project/kreuzberg/">
<img src="https://img.shields.io/pypi/v/kreuzberg?label=Python&color=007ec6" alt="Python">
</a>
<a href="https://www.npmjs.com/package/@kreuzberg/node">
<img src="https://img.shields.io/npm/v/@kreuzberg/node?label=Node.js&color=007ec6" alt="Node.js">
</a>
<a href="https://www.npmjs.com/package/@kreuzberg/wasm">
<img src="https://img.shields.io/npm/v/@kreuzberg/wasm?label=WASM&color=007ec6" alt="WASM">
</a>
<a href="https://central.sonatype.com/artifact/dev.kreuzberg/kreuzberg">
<img src="https://img.shields.io/maven-central/v/dev.kreuzberg/kreuzberg?label=Java&color=007ec6" alt="Java">
</a>
<a href="https://github.com/kreuzberg-dev/kreuzberg/tree/main/packages/go/v5">
<img src="https://img.shields.io/github/v/tag/kreuzberg-dev/kreuzberg?label=Go&color=007ec6&filter=v5*" alt="Go">
</a>
<a href="https://www.nuget.org/packages/Kreuzberg/">
<img src="https://img.shields.io/nuget/v/Kreuzberg?label=C%23&color=007ec6" alt="C#">
</a>
<a href="https://packagist.org/packages/kreuzberg/kreuzberg">
<img src="https://img.shields.io/packagist/v/kreuzberg/kreuzberg?label=PHP&color=007ec6" alt="PHP">
</a>
<a href="https://rubygems.org/gems/kreuzberg">
<img src="https://img.shields.io/gem/v/kreuzberg?label=Ruby&color=007ec6" alt="Ruby">
</a>
<a href="https://hex.pm/packages/kreuzberg">
<img src="https://img.shields.io/hexpm/v/kreuzberg?label=Elixir&color=007ec6" alt="Elixir">
</a>
<a href="https://kreuzberg-dev.r-universe.dev/kreuzberg">
<img src="https://img.shields.io/badge/R-kreuzberg-007ec6" alt="R">
</a>
<a href="https://pub.dev/packages/kreuzberg">
<img src="https://img.shields.io/pub/v/kreuzberg?label=Dart&color=007ec6" alt="Dart">
</a>
<a href="https://central.sonatype.com/artifact/dev.kreuzberg/kreuzberg-android">
<img src="https://img.shields.io/maven-central/v/dev.kreuzberg/kreuzberg-android?label=Kotlin&color=007ec6" alt="Kotlin">
</a>
<a href="https://github.com/kreuzberg-dev/kreuzberg/tree/main/packages/swift">
<img src="https://img.shields.io/badge/Swift-SPM-007ec6" alt="Swift">
</a>
<a href="https://github.com/kreuzberg-dev/kreuzberg/tree/main/packages/zig">
<img src="https://img.shields.io/badge/Zig-package-007ec6" alt="Zig">
</a>
<a href="https://github.com/kreuzberg-dev/kreuzberg/releases">
<img src="https://img.shields.io/badge/C-FFI-007ec6" alt="C FFI">
</a>
<a href="https://github.com/kreuzberg-dev/kreuzberg/pkgs/container/kreuzberg">
<img src="https://img.shields.io/badge/Docker-ghcr.io-007ec6?logo=docker&logoColor=white" alt="Docker">
</a>
<a href="https://github.com/kreuzberg-dev/kreuzberg/pkgs/container/charts%2Fkreuzberg">
<img src="https://img.shields.io/badge/Helm-ghcr.io-007ec6?logo=helm&logoColor=white" alt="Helm">
</a>
<!-- Project Info -->
<a href="https://github.com/kreuzberg-dev/kreuzberg/blob/main/LICENSE">
<img src="https://img.shields.io/badge/License-Elastic--2.0-007ec6" alt="License">
</a>
<a href="https://docs.kreuzberg.dev">
<img src="https://img.shields.io/badge/Docs-kreuzberg-007ec6" alt="Documentation">
</a>
<a href="https://huggingface.co/Kreuzberg">
<img src="https://img.shields.io/badge/Hugging%20Face-Kreuzberg-007ec6" alt="Hugging Face">
</a>
</div>
<div align="center" style="margin: 24px 0 0;">
<a href="https://kreuzberg.dev">
<img alt="Kreuzberg" src="https://github.com/user-attachments/assets/419fc06c-8313-4324-b159-4b4d3cfce5c0" />
</a>
</div>
<div align="center" style="display: flex; flex-wrap: wrap; gap: 12px; justify-content: center; margin: 28px 0 24px;">
<a href="https://discord.gg/xt9WY3GnKR">
<img height="22" src="https://img.shields.io/badge/Discord-Chat-007ec6?logo=discord&logoColor=white" alt="Join Discord">
</a>
<a href="https://docs.kreuzberg.dev/demo.html">
<img height="22" src="https://img.shields.io/badge/Live%20Demo-Open-007ec6?logo=webassembly&logoColor=white" alt="Live Demo">
</a>
</div>
Extract text, tables, images, and metadata from 90+ file formats and 300+ programming languages including PDF, Office documents, and images. Zig bindings consuming the C FFI surface via @cImport, idiomatic error sets, optional types, and slice-based memory management.
## What This Package Provides
- **Document intelligence core** — extract text, tables, images, metadata, entities, keywords, and code intelligence from one API.
- **Format coverage** — PDF, Office, images, HTML/XML, email, archives, notebooks, citations, scientific formats, and plain text.
- **OCR choices** — Tesseract, PaddleOCR, EasyOCR where supported, VLM OCR through liter-llm, and plugin hooks for custom backends.
- **Same engine as every binding** — Rust, Python, Node.js, Go, Java, PHP, Ruby, .NET, Elixir, R, WASM, Kotlin Android, Swift, Dart, Zig, and C FFI share the same Rust implementation.
- **Zig package** — wrapper over the C FFI with explicit memory ownership.
## Installation
### Package Installation
Fetch the package and pin it in `build.zig.zon`:
```bash
zig fetch --save https://github.com/kreuzberg-dev/kreuzberg/archive/refs/tags/v5.0.0-rc.3.tar.gz
```
Then wire it into `build.zig`:
```zig
const kreuzberg_dep = b.dependency("kreuzberg", .{
.target = target,
.optimize = optimize,
});
exe.root_module.addImport("kreuzberg", kreuzberg_dep.module("kreuzberg"));
```
### System Requirements
- **Zig 0.16.0+** required (`minimum_zig_version` declared in `build.zig.zon`)
- Links the C FFI surface from `kreuzberg-ffi`; the build resolves the library via `linkSystemLibrary` against the consumer-provided search path
- Optional: [ONNX Runtime](https://github.com/microsoft/onnxruntime/releases) version 1.22.x for embeddings support
- Optional: [Tesseract OCR](https://github.com/tesseract-ocr/tesseract) for OCR functionality
## Quick Start
### Basic Extraction
Extract text, metadata, and structure from any supported document format:
```zig title="Zig"
const std = @import("std");
const kreuzberg = @import("kreuzberg");
pub fn main() !void {
var gpa = std.heap.GeneralPurposeAllocator(.{}){};
defer _ = gpa.deinit();
const allocator = gpa.allocator();
const config_json = "{}";
const result_json = try kreuzberg.extract_file_sync("document.pdf", null, config_json);
defer std.heap.c_allocator.free(result_json);
const owned = try allocator.dupe(u8, result_json);
defer allocator.free(owned);
const stdout = std.io.getStdOut().writer();
try stdout.print("{s}\n", .{owned});
}
```
### Common Use Cases
#### Extract with Custom Configuration
Most use cases benefit from configuration to control extraction behavior:
**With OCR (for scanned documents):**
```zig title="Zig"
const std = @import("std");
const kreuzberg = @import("kreuzberg");
pub fn main() !void {
var gpa = std.heap.GeneralPurposeAllocator(.{}){};
defer _ = gpa.deinit();
const allocator = gpa.allocator();
const config_json =
\\{
\\ "ocr": {
\\ "backend": "tesseract",
\\ "language": "eng"
\\ }
\\}
;
const result_json = try kreuzberg.extract_file_sync("scanned.pdf", null, config_json);
defer std.heap.c_allocator.free(result_json);
const owned = try allocator.dupe(u8, result_json);
defer allocator.free(owned);
const stdout = std.io.getStdOut().writer();
try stdout.print("{s}\n", .{owned});
}
```
#### Table Extraction
See [Configuration Guide](https://docs.kreuzberg.dev/guides/configuration/) for table extraction options.
#### Processing Multiple Files
```zig title="Zig"
const std = @import("std");
const kreuzberg = @import("kreuzberg");
pub fn main() !void {
// Batch items are passed as a JSON-encoded array across the FFI boundary.
const items_json =
\\[
\\ {"path": "doc1.pdf", "config": null},
\\ {"path": "doc2.docx", "config": null},
\\ {"path": "report.pdf", "config": null}
\\]
;
const config_json = "{}";
const results_json = try kreuzberg.batch_extract_files_sync(items_json, config_json);
defer std.heap.c_allocator.free(results_json);
const stdout = std.io.getStdOut().writer();
try stdout.print("{s}\n", .{results_json});
}
```
#### Async Processing
For non-blocking document processing:
```zig title="Zig"
const std = @import("std");
const kreuzberg = @import("kreuzberg");
// Note: the Zig binding is sync-only. There is no `extract_file` async variant —
// the FFI surface exposes blocking entry points that internally drive the global
// Tokio runtime. Use `extract_file_sync` from any thread.
pub fn main() !void {
const config_json = "{}";
const result_json = try kreuzberg.extract_file_sync("document.pdf", null, config_json);
defer std.heap.c_allocator.free(result_json);
const stdout = std.io.getStdOut().writer();
try stdout.print("{s}\n", .{result_json});
}
```
### Next Steps
- **[Installation Guide](https://docs.kreuzberg.dev/getting-started/installation/)** - Platform-specific setup
- **[API Documentation](https://docs.kreuzberg.dev/reference/api-python/)** - Complete API reference
- **[Examples & Guides](https://docs.kreuzberg.dev/)** - Full code examples and usage guides
- **[Configuration Guide](https://docs.kreuzberg.dev/guides/configuration/)** - Advanced configuration options
## Features
### Supported File Formats (90+)
90+ file formats across 8 major categories with intelligent format detection and comprehensive metadata extraction.
#### Office Documents
| Category | Formats | Capabilities |
|----------|---------|--------------|
| **Word Processing** | `.docx`, `.docm`, `.dotx`, `.dotm`, `.dot`, `.odt` | Full text, tables, images, metadata, styles |
| **Spreadsheets** | `.xlsx`, `.xlsm`, `.xlsb`, `.xls`, `.xla`, `.xlam`, `.xltm`, `.xltx`, `.xlt`, `.ods` | Sheet data, formulas, cell metadata, charts |
| **Presentations** | `.pptx`, `.pptm`, `.ppsx`, `.potx`, `.potm`, `.pot`, `.ppt` | Slides, speaker notes, images, metadata |
| **PDF** | `.pdf` | Text, tables, images, metadata, OCR support |
| **eBooks** | `.epub`, `.fb2` | Chapters, metadata, embedded resources |
| **Database** | `.dbf` | Table data extraction, field type support |
| **Hangul** | `.hwp`, `.hwpx` | Korean document format, text extraction |
#### Images (OCR-Enabled)
| Category | Formats | Features |
|----------|---------|----------|
| **Raster** | `.png`, `.jpg`, `.jpeg`, `.gif`, `.webp`, `.bmp`, `.tiff`, `.tif` | OCR, table detection, EXIF metadata, dimensions, color space |
| **Advanced** | `.jp2`, `.jpx`, `.jpm`, `.mj2`, `.jbig2`, `.jb2`, `.pnm`, `.pbm`, `.pgm`, `.ppm` | OCR via hayro-jpeg2000 (pure Rust decoder), JBIG2 support, table detection, format-specific metadata |
| **Vector** | `.svg` | DOM parsing, embedded text, graphics metadata |
#### Web & Data
| Category | Formats | Features |
|----------|---------|----------|
| **Markup** | `.html`, `.htm`, `.xhtml`, `.xml`, `.svg` | DOM parsing, metadata (Open Graph, Twitter Card), link extraction |
| **Structured Data** | `.json`, `.yaml`, `.yml`, `.toml`, `.csv`, `.tsv` | Schema detection, nested structures, validation |
| **Text & Markdown** | `.txt`, `.md`, `.markdown`, `.djot`, `.rst`, `.org`, `.rtf` | CommonMark, GFM, Djot, reStructuredText, Org Mode |
#### Email & Archives
| Category | Formats | Features |
|----------|---------|----------|
| **Email** | `.eml`, `.msg` | Headers, body (HTML/plain), attachments, threading |
| **Archives** | `.zip`, `.tar`, `.tgz`, `.gz`, `.7z` | File listing, nested archives, metadata |
#### Academic & Scientific
| Category | Formats | Features |
|----------|---------|----------|
| **Citations** | `.bib`, `.biblatex`, `.ris`, `.nbib`, `.enw`, `.csl` | Structured parsing: RIS (structured), PubMed/MEDLINE, EndNote XML (structured), BibTeX, CSL JSON |
| **Scientific** | `.tex`, `.latex`, `.typst`, `.jats`, `.ipynb`, `.docbook` | LaTeX, Jupyter notebooks, PubMed JATS |
| **Documentation** | `.opml`, `.pod`, `.mdoc`, `.troff` | Technical documentation formats |
#### Code Intelligence (300+ Languages)
| Feature | Description |
|---------|-------------|
| **Structure Extraction** | Functions, classes, methods, structs, interfaces, enums |
| **Import/Export Analysis** | Module dependencies, re-exports, wildcard imports |
| **Symbol Extraction** | Variables, constants, type aliases, properties |
| **Docstring Parsing** | Google, NumPy, Sphinx, JSDoc, RustDoc, and 10+ formats |
| **Diagnostics** | Parse errors with line/column positions |
| **Syntax-Aware Chunking** | Split code by semantic boundaries, not arbitrary byte offsets |
Powered by [tree-sitter-language-pack](https://github.com/kreuzberg-dev/tree-sitter-language-pack) — [documentation](https://docs.tree-sitter-language-pack.kreuzberg.dev).
**[Complete Format Reference](https://docs.kreuzberg.dev/reference/formats/)**
### Key Capabilities
- **Text Extraction** - Extract all text content with position and formatting information
- **Metadata Extraction** - Retrieve document properties, creation date, author, etc.
- **Table Extraction** - Parse tables with structure and cell content preservation
- **Image Extraction** - Extract embedded images and render page previews
- **OCR Support** - Integrate multiple OCR backends for scanned documents
- **Plugin System** - Extensible post-processing for custom text transformation
- **Embeddings** - Generate vector embeddings using ONNX Runtime models
- **Batch Processing** - Efficiently process multiple documents in parallel
- **Memory Efficient** - Stream large files without loading entirely into memory
- **Language Detection** - Detect and support multiple languages in documents
- **Code Intelligence** - Extract structure, imports, exports, symbols, and docstrings from [300+ programming languages](https://docs.tree-sitter-language-pack.kreuzberg.dev) via tree-sitter
- **Configuration** - Fine-grained control over extraction behavior
### Performance Characteristics
| Format | Speed | Memory | Notes |
|--------|-------|--------|-------|
| **PDF (text)** | 10-100 MB/s | ~50MB per doc | Fastest extraction |
| **Office docs** | 20-200 MB/s | ~100MB per doc | DOCX, XLSX, PPTX |
| **Images (OCR)** | 1-5 MB/s | Variable | Depends on OCR backend |
| **Archives** | 5-50 MB/s | ~200MB per doc | ZIP, TAR, etc. |
| **Web formats** | 50-200 MB/s | Streaming | HTML, XML, JSON |
## OCR Support
Kreuzberg supports multiple OCR backends for extracting text from scanned documents and images:
- **Tesseract**
- **Paddleocr**
### OCR Configuration Example
```zig title="Zig"
const std = @import("std");
const kreuzberg = @import("kreuzberg");
pub fn main() !void {
var gpa = std.heap.GeneralPurposeAllocator(.{}){};
defer _ = gpa.deinit();
const allocator = gpa.allocator();
const config_json =
\\{
\\ "ocr": {
\\ "backend": "tesseract",
\\ "language": "eng"
\\ }
\\}
;
const result_json = try kreuzberg.extract_file_sync("scanned.pdf", null, config_json);
defer std.heap.c_allocator.free(result_json);
const owned = try allocator.dupe(u8, result_json);
defer allocator.free(owned);
const stdout = std.io.getStdOut().writer();
try stdout.print("{s}\n", .{owned});
}
```
## Plugin System
Kreuzberg supports extensible post-processing plugins for custom text transformation and filtering.
For detailed plugin documentation, visit [Plugin System Guide](https://docs.kreuzberg.dev/guides/plugins/).
## Embeddings Support
Generate vector embeddings for extracted text using the built-in ONNX Runtime support. Requires ONNX Runtime installation.
**[Embeddings Guide](https://docs.kreuzberg.dev/features/#embeddings)**
## Batch Processing
Process multiple documents efficiently:
```zig title="Zig"
const std = @import("std");
const kreuzberg = @import("kreuzberg");
pub fn main() !void {
// Batch items are passed as a JSON-encoded array across the FFI boundary.
const items_json =
\\[
\\ {"path": "doc1.pdf", "config": null},
\\ {"path": "doc2.docx", "config": null},
\\ {"path": "report.pdf", "config": null}
\\]
;
const config_json = "{}";
const results_json = try kreuzberg.batch_extract_files_sync(items_json, config_json);
defer std.heap.c_allocator.free(results_json);
const stdout = std.io.getStdOut().writer();
try stdout.print("{s}\n", .{results_json});
}
```
## Configuration
For advanced configuration options including language detection, table extraction, OCR settings, and more:
**[Configuration Guide](https://docs.kreuzberg.dev/guides/configuration/)**
## Documentation
- **[Official Documentation](https://docs.kreuzberg.dev/)**
- **[API Reference](https://docs.kreuzberg.dev/reference/api-python/)**
- **[Examples & Guides](https://docs.kreuzberg.dev/)**
## Contributing
Contributions are welcome! See [Contributing Guide](https://github.com/kreuzberg-dev/kreuzberg/blob/main/CONTRIBUTING.md).
## Part of Kreuzberg.dev
- [Kreuzberg Cloud](https://github.com/kreuzberg-dev/kreuzberg-cloud) — managed extraction API with SDKs, dashboards, and observability.
- [kreuzcrawl](https://github.com/kreuzberg-dev/kreuzcrawl) — web crawling and scraping with HTML→Markdown and headless-Chrome fallback.
- [html-to-markdown](https://github.com/kreuzberg-dev/html-to-markdown) — fast, lossless HTML→Markdown engine.
- [liter-llm](https://github.com/kreuzberg-dev/liter-llm) — universal LLM API client with native bindings for 14 languages and 143 providers.
- [tree-sitter-language-pack](https://github.com/kreuzberg-dev/tree-sitter-language-pack) — tree-sitter grammars and code-intelligence primitives.
- [alef](https://github.com/kreuzberg-dev/alef) — the polyglot binding generator that produces this README and all per-language bindings.
- [Discord](https://discord.gg/xt9WY3GnKR) — community, roadmap, announcements.
## License
Elastic-2.0 License — see [LICENSE](../../LICENSE) for details.
## Support
- **Discord Community**: [Join our Discord](https://discord.gg/xt9WY3GnKR)
- **GitHub Issues**: [Report bugs](https://github.com/kreuzberg-dev/kreuzberg/issues)
- **Discussions**: [Ask questions](https://github.com/kreuzberg-dev/kreuzberg/discussions)