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Cloud Development Framework.
The AWS Cloud Development Kit (AWS CDK) is an open-source software development framework to define cloud infrastructure in code and provision it through AWS CloudFormation.
It offers a high-level object-oriented abstraction to define AWS resources imperatively using the power of modern programming languages. Using the CDK’s library of infrastructure constructs, you can easily encapsulate AWS best practices in your infrastructure definition and share it without worrying about boilerplate logic.
the AI-native open-source embedding database. The fastest way to build Python or JavaScript LLM apps with memory!
Chroma is the open-source AI application database. Batteries included.
Embeddings, vector search, document storage, full-text search, metadata filtering, and multi-modal. All in one place. Retrieval that just works. As it should be.
OSINT automation for hackers.
A recursive internet scanner for hackers.
BEE·bot is a multipurpose scanner inspired by Spiderfoot, built to automate your Recon, Bug Bounties, and ASM!
Process Automation Solutions. Build Durable Workflows with Just a Few Lines of Code.
Developer first, open source, serverless workflow automation platform where you code the business logic and autokitteh takes care of the rest: API integration, scalability, reliability, durability, easy deployment, and monitoring.
ElectricEye is a multi-cloud, multi-SaaS Python CLI tool for Asset Management, Security Posture Management & Attack Surface Monitoring supporting 100s of services and evaluations to harden your CSP & SaaS environments with controls mapped to over 20 industry, regulatory, and best practice controls frameworks
A project providing a Graphic Walker Pane for use with HoloViz Panel.
A simple way to explore your data through a Tableau-like interface directly in your Panel data applications.
panel-graphic-walker brings the power of Graphic Walker to your data science workflow, seamlessly integrating interactive data exploration into notebooks and Panel applications. Effortlessly create dynamic visualizations, analyze datasets, and build dashboards—all within a Pythonic, intuitive interface.
Undetectable, Lightning-Fast, and Adaptive Web Scraping for Python.
Dealing with failing web scrapers due to anti-bot protections or website changes? Meet Scrapling.
Scrapling is a high-performance, intelligent web scraping library for Python that automatically adapts to website changes while significantly outperforming popular alternatives. For both beginners and experts, Scrapling provides powerful features while maintaining simplicity.
Conversational Data Analysis.
PandasAI is a Python platform that makes it easy to ask questions to your data in natural language. It helps non-technical users to interact with their data in a more natural way, and it helps technical users to save time, and effort when working with data.
PandasAI is a Python library that integrates generative artificial intelligence capabilities into pandas, making dataframes conversational.
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
🦛 CHONK your texts with Chonkie ✨ - The no-nonsense RAG chunking library.
The no-nonsense RAG chunking library that's lightweight, lightning-fast, and ready to CHONK your texts
AcSecurity is a Python module designed to scan applications for common security vulnerabilities. It checks for hardcoded secrets, dependency vulnerabilities, and code quality issues.
A small Python library created to help developers protect their applications from Server Side Request Forgery (SSRF) attacks. It implements an asynchronous GET method called safehttpx.get(), which is a wrapper around httpx.AsyncClient.get() while performing DNS validation on the supplied URL using Google DNS.
Flask-Vault is a robust library that empowers Flask applications to securely store and manage sensitive credentials. It provides a set of CLI commands for storing secrets using AES-GCM symmetric encryption, ensuring that vital information like API keys and database credentials remain protected.
Flask-Vault provides several cli commands and Python functions to store secrets that you do not want to keep in the clear, using symmetric encryption with AES-GCM. These commands and functions allow you to safely read/write very important credentials such as API keys, database credentials, etc.
Security tool against dependency typosquatting attacks.
Twyn is a security tool that compares the name of your dependencies against a set of the most popular ones, in order to determine if there is any similarity between them, preventing you from using a potentially illegitimate one. In short, Twyn protects you against typosquatting attacks.
Build your Python web crawlers using Crawlee.
It helps you build reliable Python web crawlers. Fast.
Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.
Docling parses documents and exports them to the desired format with ease and speed.
🗂️ Reads popular document formats (PDF, DOCX, PPTX, Images, HTML, AsciiDoc, Markdown) and exports to Markdown and JSON.
Tiny status page generated by a Python script.
TinyStatus is a simple, customizable status page generator that allows you to monitor the status of various services and display them on a clean, responsive web page.
Open-Source Web Automation library with any LLM.
Let LLMs interact with websites through a simple interface.
Hertz-dev is an open-source, first-of-its-kind base model for full-duplex conversational audio.
AI Data Management at Scale - Curate, Enrich, and Version Datasets.
DataChain is a modern Pythonic data-frame library designed for artificial intelligence. It is made to organize your unstructured data into datasets and wrangle it at scale on your local machine. Datachain does not abstract or hide the AI models and API calls, but helps to integrate them into the postmodern data stack.
Datachain enables multimodal API calls and local AI inferences to run in parallel over many samples as chained operations. The resulting datasets can be saved, versioned, and sent directly to PyTorch and TensorFlow for training. Datachain can persist features of Python objects returned by AI models, and enables vectorized analytical operations over them.
SoFE performs two primary functions: it monitors non-filler episodes in Sonarr and generates Plex collections.
SoFE (Sonarr Anime Filler Excluder) is a Python application that configures Sonarr to monitor only non-filler anime episodes sourced from Anime Filler List. It also creates separate Plex collections for non-filler and filler episodes, depending on the download status.