AgentIndex icon
AgentIndex
kreuzberg logo
kreuzberg
★ 9.4k
vs
codegraph logo
codegraph
★ 99

kreuzberg vs codegraph

kreuzberg: Kreuzberg is a high-performance, polyglot library designed to extract text and metadata from over 57 file formats, including comprehensive OCR capabilities. Built with a Rust core, it offers native speed processing, memory efficiency, and the ability to generate embeddings without requiring a GPU, making it highly versatile for various data extraction and processing tasks.; codegraph: Codegraph provides AI coding assistants with an always-current, function-level dependency graph of an entire codebase, built locally and open source. This allows AI to understand code structure instantly, reducing token waste and improving accuracy for complex tasks like refactoring and debugging.

01

TL;DR

kreuzberg logo
kreuzbergVision / Multimodal · ★ 9.4k
When to choose:
  • You are building an ingestion pipeline and need text and metadata from 57+ formats without a GPU.
  • Your stack is Rust, Python, TypeScript, Ruby, Go, Java, C#, PHP or Elixir, or you need a WebAssembly build.
  • You process multi-gigabyte files and need streaming parsers, or want custom OCR backends through plugins.
When to skip:
  • You just want an assistant to read a file in chat: a simple MCP converter is quicker to set up.
  • You need the Ruby binding on Windows: the README's table shows no Windows build for it.
  • You need the same OCR everywhere: EasyOCR and PaddleOCR are Python-only and Guten is Node.js-only.
Read kreuzberg full review →
codegraph logo
codegraphVision / Multimodal · ★ 99

Improve AI agent's understanding of codebase structure, eliminating repeated re-orientation.

Read codegraph full review →
02

Side-by-Side Comparison

Field
kreuzberg logokreuzberg
codegraph logocodegraph
Category
Vision / Multimodal
Vision / Multimodal
Stars
★ 9.4k
★ 99
License
MIT
Apache-2.0
Install Command
pip install kreuzberg
npm install -g @optave/codegraph
Updated
1d ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Document Processing, Data Extraction, OCR
AI Coding Assistant, Code Analysis, Dependency Graph
03

Features

kreuzberg logokreuzberg
01Extensible architecture with a plugin system for custom backends and processors.
02Polyglot support with native bindings for 10+ programming languages.
03Comprehensive support for 57+ file formats across 8 categories, including Office, PDF, and images.
04Advanced OCR capabilities with multiple backends and intelligent table detection.
05High performance due to a Rust core, SIMD optimizations, and full parallelism.
codegraph logocodegraph
01Sub-second incremental rebuilds for an always-fresh dependency graph.
02Function-level code analysis, tracing calls and dependencies within and across files.
03Built for AI agents with a 19-tool Model Context Protocol (MCP) server for direct querying.
04Git diff impact analysis to show affected functions and callers from staged or unstaged changes.
05Embeddings-powered local semantic search for natural language queries.
04

Use Cases

kreuzberg logokreuzberg
↳Automated extraction of text, metadata, and structured data from diverse document types.
↳Building intelligent document processing pipelines for data ingestion and analysis.
↳Enabling efficient search and retrieval systems for unstructured and semi-structured content.
codegraph logocodegraph
↳Improve AI agent's understanding of codebase structure, eliminating repeated re-orientation.
↳Perform impact analysis before code changes, preventing silent bugs and dependency breakage.
↳Identify dead code and classify architectural roles (e.g., entry, core, utility) of symbols.
↳Facilitate semantic search for functions by natural language intent rather than exact names.
↳Detect and visualize circular dependencies at file or function levels to improve code quality.
05

Best For

kreuzberg logokreuzberg
EssentialTrending
codegraph logocodegraph
—
FAQ

FAQ

What is the difference between kreuzberg and codegraph?
Both kreuzberg and codegraph are in the Vision / Multimodal category. kreuzberg has 9.4k stars, while codegraph has 99 stars.
Which is better, kreuzberg or codegraph?
The best choice depends on your use case. Choose kreuzberg if Automated extraction of text, metadata, and structured data from diverse document types., and codegraph if Improve AI agent's understanding of codebase structure, eliminating repeated re-orientation..
Is kreuzberg free or open source?
Yes, kreuzberg is open source on GitHub (MIT).
Is codegraph free or open source?
Yes, codegraph is open source on GitHub (Apache-2.0).
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