pyba Documentation

Tell the AI what to do once. Get a script you can run forever. Works for OSINT and webscraping

PyBA (Python Browser Automation) uses LLMs to autonomously navigate any website, then exports the session as a standalone Playwright script—no API costs on repeat runs.

Note

PyBA was specifically built for OSINT and automated intelligence workflows.

Why PyBA?

Every AI browser agent has the same problem: you pay for every single run.

Run it 100 times? Pay for 100 LLM calls.
Same task every day? Pay every day.
The AI figures out the same clicks over and over.

PyBA is different. Let the AI figure it out once, then export a deterministic script you own forever.

from pyba import Engine

engine = Engine(openai_api_key="sk-...")

# Step 1: AI navigates autonomously
engine.sync_run(prompt="Go to Hacker News, click the top story, extract all comments")

# Step 2: Export as a standalone Playwright script
engine.generate_code(output_path="hacker_news_scraper.py")

Now run python hacker_news_scraper.py forever. No AI. No API costs. Just Playwright.

Besides, if you already have free API keys, you’re golden.

Key Features

Four Exploration Modes: Normal, Step (interactive step-by-step), DFS (depth-first), and BFS (breadth-first)
Code Generation: Export any successful run as a standalone Python script
Trace Files: Every run generates a Playwright trace.zip for debugging
Stealth Mode: Anti-fingerprinting, random mouse movements, human-like delays
Multi-Provider: Works with OpenAI, Google VertexAI, or Gemini
Low Memory Mode: Optimized browser settings for resource-constrained environments
Database Logging: Store every action in SQLite, PostgreSQL, or MySQL
Platform Logins: Built-in login handlers for Instagram, Gmail, Facebook

Current Version: 0.3.21

Getting Started

User Guide