{"categories":[{"label":"Application Frameworks","url":"https://skillfed.io/packages/category/software-development-libraries-application-frameworks/3"}],"enrichment":{"capability":"A Python SDK for building and running AI agents that automate browser-based UI workflows using natural language prompts, with support for parallel sessions, tool integration, and AWS deployment.","skillfed_tags":["browser-automation","ai-agents","aws-service"],"use_cases":["Automate repetitive data entry and form submission workflows across multiple websites without manual intervention.","Extract structured information from web pages (prices, availability, contact details) and combine results from multiple sources.","Test web applications by scripting complex user journeys and validating UI behavior programmatically.","Run parallel browser sessions to scale up task completion (e.g., searching apartments and calculating commute times simultaneously).","Integrate browser automation into larger agentic systems via tool calls or remote MCP for multi-step business processes."],"what_it_does":"Nova Act is a Python SDK that lets you define and run AI agents to automate repetitive browser-based workflows. You describe a task in natural language (e.g., \"book a flight from Boston to New York\"), and the agent navigates the web, fills forms, clicks buttons, and extracts data on your behalf. It supports three modes: script mode for one-off automation, interactive mode for debugging in a Python REPL, and async mode for parallel workflows.\n\nThe SDK integrates with AWS services\u2014you can authenticate via API key for the web playground or IAM credentials for production deployment. It handles common challenges like captchas, file uploads, sensitive data entry, and browser dialogs. You can persist sessions, record videos, store results in S3, and integrate with external tools via API calls or agentic frameworks like Strands Agents. Under the hood it uses Playwright for browser control and depends on boto3, pydantic, and tenacity for AWS integration and resilience.","worth_installing":"Yes\u2014if you need to automate browser workflows at scale. The SDK is actively maintained, has low install friction, and offers both playground and production-ready deployment paths. Requires Python 3.10+, and the first run involves a one-time Playwright setup. No known vulnerabilities. Best suited for teams building AI agents or automating UI-heavy tasks; less relevant if you only need simple web scraping or don't have AWS infrastructure."},"id":"nova-act","links":{"html":"https://skillfed.io/packages/nova-act","md":"https://skillfed.io/packages/nova-act.md","pypi":"https://pypi.org/project/nova-act/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-04-30","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"nova-act","python_support":"supports_current","summary":"A Python SDK for Amazon Nova Act."},"popularity":{"monthly_downloads":590441,"position":5857,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"3.4.187.0"}