🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev
Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. Join our Discord https://discord.gg/VuxzM8mtf
Faker is a Python package that generates fake data for you.
Custom Selenium Chromedriver | Zero-Config | Passes ALL bot mitigation systems (like Distil / Imperva/ Datadadome / CloudFlare IUAM)
Superduper: End-to-end framework for building custom AI applications and agents.
Mimesis is a Python library for generating fake but realistic data in multiple languages and locales.
A light-weight, flexible, and expressive statistical data testing library
- pandas
- validation
- schema
- dataframes
Playwright that anti-bots cannot see, so no captchas: same API, anti-detect stealth headless Firefox, undetected fingerprint, bypass bot detection, Python web scraping and browser automation.
- datadome
- perimeterx
- akamai
- antidetect-browser
Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.
Simple and powerful factories for mock data generation
- pydantic
- python
- dataclasses
- starlite
Browser automation engine benchmark - Test bypass rates, performance & stealth against Cloudflare, DataDome, reCAPTCHA, Kasada, Imperva, Akamai, PerimeterX and other bot detection systems. Find the best browser for scraping.
High-assurance AI data visualization IDE & analytics workbench. Natural language to charts with local ground-truth table verification.
Realistic synthetic events for testing, demos, and pipelines — streamed live or generated in bulk
MINER provided by the paper "MINER: A Hybrid Data-Driven Approach for REST API Fuzzing"
Tooling for deploying, linting and testing relational database code