Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.
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Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
- python
- luigi
- orchestration-framework
- scheduling
Network Analysis in Python
- python
- complex-networks
- graph-theory
- graph-algorithms
The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
- unit-testing
- test
- testing
- python
OCR model that handles complex tables, forms, handwriting with full layout.
Python bindings for FFmpeg - with complex filtering support
Hydra is a framework for elegantly configuring complex applications
Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
- ai
- code-intelligence
- dead-code
- developer-tools
A lightweight library for converting complex objects to and from simple Python datatypes.
- serialization
- deserialization
- validation
- python
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
- keras
- deep-learning
- text-generation
- tensorflow
Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
- mesa
- agent-based-modeling
- agent-based-simulation
- simulation-framework
flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.
- python
- python3
- static-analysis
- static-code-analysis
A wiki system with complex functionality for simple integration and a superb interface. Store your knowledge with style: Use django models.
- python
- django
- django-wiki
Python interface for igraph
- complex-networks
- graph-algorithms
- graph-theory
- mathematics
A pure Python HTML5 parser that just works. No C extensions to compile. No system dependencies to install. No complex API to learn.
Python interface to Graphviz graph drawing package
- graph-visualization
- complex-networks
- python
Design, simulate, validate, and operate within complex systems
Community Discovery Library
- community-discovery
- complex-networks
- community-evaluation
- cdlib
ROPMEMU is a framework to analyze, dissect and decompile complex code-reuse attacks.
密码生成工具 flexible and scriptable password dictionary generator which can support brute-force、combination、complex rule mode etc...
- password-generator
- password-dictionaries
- wordlist-generator
- brute-force
Poco will help you to organise and manage Docker, Docker-Compose, Kubernetes, Openshift projects of any complexity using simple YAML config files to shorten the route from finding your project to initialising it in your local environment.
- docker
- docker-compose
- project-compose
- project-catalog
Programs to identify link communities in complex networks
This library for MicroPython makes it easy to leverage the complex functionality of the Texas Instruments INA219 sensor to measure voltage, current and power.
- micropython
- ina-219
- pyboard
- esp8266