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