python
A Runtime Application Self Protection agent for Python applications and serverless functions. Relies on AI, syntax analysis, and underlying OS capabilities to seamlessly provides accurate protection from within, without updates.
PyRASP is a Runtime Application Self Protection package for Python-based Web Servers (Flask, FastAPI and Django) and Serverless Functions (AWS Lambda, Azure and Google Cloud Functions).
APM for Ruby, Elixir, Node.js & Python. No-brainer monitoring for smart developers. Application Monitoring for Ruby on Rails, Elixir, Node.js & Python.
Malware analysis tool. Cuckoo3 is a Python 3 open source automated malware analysis system.
Cuckoo3 is an open-source tool to test suspicious files or links in a controlled environment. It will test them in a sandboxed platform emulator(s) and generate a report, showing what the files or websites did during the test.
Data Framework for LLM Applications.
LlamaIndex (GPT Index) is a data framework for your LLM application. Building with LlamaIndex typically involves working with LlamaIndex core and a chosen set of integrations (or plugins). There are two ways to start building with LlamaIndex in Python:
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The largest community building the future of LLM apps
LangChain’s flexible abstractions and AI-first toolkit make it the #1 choice for developers when building with GenAI. Join 1M+ builders standardizing their LLM app development in LangChain's Python and JavaScript frameworks.
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- #307.src - Langchain: Faire de l'IA comme des Lego avec Maxime Thoonsen @ <ifttd>.
- Tour d'horizon des frameworks pour créer des applications basées sur les LLM @ Data-Crafting.io :fr:.
- #304.bin - Bilan 2024: Le début de la révolution avec Quentin Adam @ <ifttd>.
- Construire son RAG (Retrieval Augmented Generation) grâce à langchain: L’exemple de l’Helpdesk d’OCTO @ OCTO talks :fr:.
- CLI Chatbot with LangChain and OpenAI in Node.js @ rw;eruch.
- Meetup GenAI - Découverte de LangChain @ Flint's YouTube :fr:.
- Agents 2.0: From Shallow Loops to Deep Agents @ PHILSCHMID.
- Production RAG: what I learned from processing 5M+ documents @ Abdellatif Abdelfattah.
Claude Engineer is an advanced interactive command-line interface (CLI) that harnesses the power of Anthropic's Claude 3 and Claude 3.5 models to assist with a wide range of software development tasks. This tool seamlessly combines the capabilities of state-of-the-art large language models with practical file system operations, web search functionality, intelligent code analysis, and execution capabilities.
Credentials gathering tool automating remote procdump and parse of lsass process.
Spraykatz is a tool without any pretention able to retrieve credentials on Windows machines and large Active Directory environments.
It simply tries to procdump machines and parse dumps remotely in order to avoid detections by antivirus softwares as much as possible.
SpiderFoot automates OSINT for threat intelligence and mapping your attack surface.
SpiderFoot is an open source intelligence (OSINT) automation tool. It integrates with just about every data source available and utilises a range of methods for data analysis, making that data easy to navigate.
SpiderFoot has an embedded web-server for providing a clean and intuitive web-based interface but can also be used completely via the command-line. It's written in Python 3 and MIT-licensed.
ArcticDB is a DataFrame Database.
ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem. Built for the modern Python Data Science ecosystem, ArcticDB transforms your ability to handle complex real world data with Incredibly fast proven Petabyte scale.
PyScript is an open source platform for Python in the browser.
PyScript is a framework that allows users to create rich Python applications in the browser using HTML's interface and the power of Pyodide, MicroPython and WASM, and modern web technologies.
OCRmyPDF adds an optical character recognition (OCR) text layer to scanned PDF files, allowing them to be searched.
Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication.
A free, secure, well integrated, reusable authentication solution for the Django framework, covering all functionality related to local and social user accounts, multi-factor authentication, in various configurations, with flows that just work.
Distributed Task Queue
Celery is a simple, flexible, and reliable distributed system to process vast amounts of messages, while providing operations with the tools required to maintain such a system.
A free & open tool for transcribing audio interviews.
oTranscribe is a free web app designed to take the pain out of transcribing recorded interviews.
Real-Time Face Swapping and One-Click Video Deepfake Tool. The Next Leap in Real-Time Face Swapping and Video Deepfake Technology.
Deep Live Cam harnesses cutting-edge AI to push the boundaries of real-time face swapping and video deepfakes. Achieve high-quality face replacement with just a single image.
Open Source Declarative Data Orchestration. Event-Driven Declarative Orchestrator.
Infinitely scalable, event-driven, language-agnostic orchestration and scheduling platform to manage millions of workflows declaratively in code.
Kestra is a universal open-source orchestrator that makes both scheduled and event-driven workflows easy. By bringing Infrastructure as Code best practices to data, process, and microservice orchestration, you can build reliable workflows and manage them with confidence.
Domain Public Data Collection Service.
DPULSE is a software solution for conducting OSINT research in relation to a certain domain.
An extremely fast Python package installer and resolver, written in Rust.
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pip-tools = pip-compile + pip-sync
A set of command line tools to help you keep your pip-based packages fresh, even when you’ve pinned them. You do pin them, right? (In building your Python application and its dependencies for production, you want to make sure that your builds are predictable and deterministic.)
A modern Python package and dependency manager supporting the latest PEP standards.
PDM is a modern Python package manager with PEP 582 support. It installs and manages packages in a similar way to npm that doesn't need to create a virtualenv at all!
pylyzer is a static code analyzer / language server for Python, written in Rust.
The fastest way to create an HTML app.
Modern web applications in pure Python. Built on solid web foundations, not the latest fads - with FastHTML you can get started on anything from simple dashboards to scalable web applications in minutes.
FastHTML is a new next-generation web framework for fast, scalable web applications with minimal, compact code.
Virtual Camera for Linux written in Python.
CamSimulate is a python application which stream Videos from local file or from a URL to video devices of your device.
Next-gen Python tooling. Fast, unified, futuristic
Astral’s mission is to make the Python ecosystem more productive by building high-performance developer tools, starting with Ruff.
Infra for RAG apps that work in prod. You know Postgres. Now you know machine learning.
Index, filter & rank vectors. Create embeddings. Generate real-time, fact-based outputs.
Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript and Rust, Korvus delivers high-performance, customizable search capabilities with minimal infrastructure concerns.
30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace.
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Nmap Dashboard Mini Project.
nmap-did-what is a Grafana docker container and a Python script to parse Nmap XML output to an SQLite database. The SQLite database is used as a datasource within Grafana to view the Nmap scan details in a dashboard.
qr-code-service is a microservice implemented in Python which uses qrcode library. It provides a gRPC interface for generating QR codes.
Quickly build web UIs in Python. Used at Google for rapid internal app development.
Mesop is a Python-based UI framework that allows you to rapidly build web apps like demos and internal apps.
Uncomplicated Observability for Python and beyond! 🪵🔥 .
Logfire is an observability platform built on the same belief as our open source library — that the most powerful tools can be easy to use.
statistical data visualization.
Seaborn is a Python data visualization library based on matplotlib. It provides a high-level interface for drawing attractive and informative statistical graphics.
GestureX: Control Linux-based operating systems using hand gestures. Built using Mediapipe, OpenCV and PyGTK.
GestureX enables you to control your Linux PC using hand gestures. You can assign specific commands or functionalities to different hand gestures, allowing for hands-free interaction with your computer.
Understand. Improve. Code.
AST Metrics is a blazing-fast static code analyzer that works across programming languages.. It empowers you to gain deep insights into your code structure, identify potential problems early on, and improve code quality. Leveraging the efficiency of Go, AST Metrics delivers exceptional performance for large codebases.
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The ldap2json script allows you to extract the whole LDAP content of a Windows domain into a JSON file.
libvips is a demand-driven, horizontally threaded image processing library.
It implements around 300 operations covering arithmetic, histograms, convolution, morphological operations, frequency filtering, color, resampling, statistics, and others.
High-quality multi-lingual text-to-speech library by MyShell.ai. Support English, Spanish, French, Chinese, Japanese and Korean.
RMBG v1.4 is our state-of-the-art background removal model, designed to effectively separate foreground from background in a range of categories and image types. This model has been trained on a carefully selected dataset, which includes: general stock images, e-commerce, gaming, and advertising content, making it suitable for commercial use cases powering enterprise content creation at scale. The accuracy, efficiency, and versatility currently rival leading open source models. It is ideal where content safety, legally licensed datasets, and bias mitigation are paramount.
Triton is a language and compiler for parallel programming. It aims to provide a Python-based programming environment for productively writing custom DNN compute kernels capable of running at maximal throughput on modern GPU hardware.
The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
a Hassle-Free Python Experience.
Rye is a comprehensive project and package management solution for Python. Born from its creator's desire to establish a one-stop-shop for all Python users, Rye provides a unified experience to install and manages Python installations, pyproject.toml based projects, dependencies and virtualenvs seamlessly. It's designed to accommodate complex projects, monorepos and to facilitate global tool installations.
Tool to Detect Infections in MySQL Instances.
Attackers are abusing MySQL instances for conducting nefarious operations on the Internet. The cybercriminals are targeting exposed MySQL instances and triggering infections at scale to exfiltrate data, destruct data, and extort money via ransom. For example one of the significant threats MySQL deployments face is ransomware. We have authored a tool named "MELEE" to detect potential infections in MySQL instances. The tool allows security researchers, penetration testers, and threat intelligence experts to detect compromised and infected MySQL instances running malicious code. The tool also enables you to conduct efficient research in the field of malware targeting cloud databases. In this release of the tool, the following modules are supported:
Turns Data and AI algorithms into production-ready web applications in no time. Taipy is an open-source Python library for building production-ready front-end & back-end in no time.
Taipy is an open-source Python library for easy, end-to-end application development, featuring what-if analyses, smart pipeline execution, built-in scheduling, and deployment tools.
visualize, debug, get AI help for Python, Java, C, C++, and JavaScript.
Python Tutor helps you do programming homework assignments in Python, Java, C, C++, and JavaScript. It contains a unique step-by-step visual debugger and AI tutor to help you understand and debug code.
A Red Team Script to Detect Canary Tokens and Seed Files. How to Detect Canary and Seed Microsoft Office Files with Python Without Triggering an Alert.
In the realm of cybersecurity, vigilance is key. One way malicious actors might infiltrate systems is through seemingly innocuous Microsoft Office files. These files might contain hidden URLs or macros designed to execute harmful actions. In this blog post, we'll explore a Python script designed to detect potentially suspicious Microsoft Office documents by examining their contents without opening them directly, reducing the risk of inadvertently triggering malicious code.
monitor and alert. Get alerted when services go down or metrics go crazy. Self-hosted, easily-deployable monitoring and alerts service - like a lightweight PagerDuty
Cabot is a free, open-source, self-hosted infrastructure monitoring platform that provides some of the best features of PagerDuty, Server Density, Pingdom and Nagios without their cost and complexity. (Nagios, I'm mainly looking at you.)
It provides a web interface that allows you to monitor services (e.g. "Stage Redis server", "Production ElasticSearch cluster") and send telephone, sms or hipchat/email alerts to your on-duty team if those services start misbehaving or go down - all without writing a line of code. Best of all, you can use data that you're already pushing to Graphite/statsd to generate alerts, rather than implementing and maintaining a whole new system of data collectors.
A tool to scrape LinkedIn without API restrictions for data reconnaissance.
This tool assists in performing reconnaissance using the LinkedIn.com website/API for red team or social engineering engagements. It performs a company specific search to extract a detailed list of employees who work for the target company. Enter the name of the target company and the tool will help determine the LinkedIn company ID, which will be used to perform the search.
Pixi is a package management tool for developers. It allows the developer to install libraries and applications in a reproducible way. Use pixi cross-platform, on Windows, Mac and Linux.
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SSH server & client security auditing (banner, key exchange, encryption, mac, compression, compatibility, security, etc)
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Interactively find and recover deleted or 👉 overwritten 👈 files from your terminal.
A default credential scanner.
changeme picks up where commercial scanners leave off. It focuses on detecting default and backdoor credentials and not necessarily common credentials. It's default mode is to scan HTTP default credentials, but has support for other credentials.
⚡ Building applications with LLMs through composability ⚡.
LangChain is a framework for developing applications powered by language models.
HopToDesk is an open-source remote desktop, and alternative to TeamViewer.
PolarDNS is a specialized authoritative DNS server suitable for penetration testing and vulnerability research.
PolarDNS is a specialized authoritative DNS server written in Python 3.x, which allows the operator to produce fully custom DNS responses, suitable for DNS protocol testing purposes.
Accelerating your DevOps with pyATS & Genie.
pyATS is an end-to-end DevOps automation ecosystem. Agnostic by design, pyATS enable network engineers to automate their day-to-day DevOps activities, perform stateful validation of their device operational status, build a safety-net of scalable, data-driven and reusable tests around their network, and visualize everything in a modern, easy to use dashboard.
Typer, build great CLIs. Easy to code. Based on Python type hints.
Typer is a library for building CLI applications that users will love using and developers will love creating. Based on Python 3.6+ type hints.
Simple, Pythonic remote execution and deployment.
Fabric is a high level Python (2.7, 3.4+) library designed to execute shell commands remotely over SSH, yielding useful Python objects in return. It builds on top of Invoke (subprocess command execution and command-line features) and Paramiko (SSH protocol implementation), extending their APIs to complement one another and provide additional functionality.
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Doctor Dignity is an LLM that can pass the US Medical Licensing Exam. It works offline, it's cross-platform, & your health data stays private.