Gaffa is a REST API built for web scraping and browser automation, allowing developers to run real, full browsers at scale with a single API call. It removes the difficulty of managing headless browser frameworks, rotating proxies, CAPTCHA solving, and scaling infrastructure, all of which are handled automatically.
JavaScript-heavy and dynamic websites render exactly as they would for a human visitor by default. Beyond standard scraping, Gaffa supports AI-driven structured data extraction (extract data into a defined schema without writing CSS selectors), screenshot and PDF capture, infinite-scroll and form-filling automation, and clean Markdown conversion for feeding webpages directly into LLM and RAG pipelines.
A rotating residential proxy network keeps access reliable across regions, and a credit-based pricing model means teams pay only for the browser time and bandwidth they actually use. Gaffa is designed for AI engineers, data teams, and developers who want production-grade web data extraction without having to build and maintain their own infrastructure.
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IONOS offers GPU Servers that deliver a high-performance computing framework aimed at managing tasks that demand significantly more power than standard CPU systems can provide. This infrastructure features top-tier NVIDIA GPUs, including the H100, H200, and L40s, in addition to specialized AI accelerators like Intel Gaudi, facilitating extensive parallel processing for demanding applications. By utilizing GPU-accelerated instances, the cloud infrastructure is enhanced with dedicated graphical processors, enabling virtual machines to execute intricate calculations and handle data-heavy tasks at a much faster rate compared to traditional servers. This solution is especially well-suited for fields such as artificial intelligence, deep learning, and data science, where training models on extensive datasets or executing rapid inference processes is necessary. Furthermore, it accommodates big data analytics, scientific simulations, and visualization tasks, including 3D rendering or modeling, that necessitate substantial computational capacity. As a result, organizations seeking to optimize their processing capabilities for complex workloads can greatly benefit from this advanced infrastructure.
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AMD Radeon ProRender
AMD Radeon™ ProRender serves as a robust physically-based rendering engine that allows creative professionals to generate breathtakingly photorealistic visuals. Leveraging AMD’s advanced Radeon™ Rays technology, this comprehensive and scalable ray tracing engine utilizes open industry standards to optimize both GPU and CPU performance, ensuring rapid and impressive outcomes. It boasts an extensive, native physically-based material and camera system, empowering designers to make informed choices while implementing global illumination. The unique combination of cross-platform compatibility, rendering prowess, and efficiency significantly shortens the time needed to produce lifelike images. Additionally, it utilizes the power of machine learning to achieve high-quality final and interactive renders much more quickly than traditional denoising methods. Currently, free plug-ins for Radeon™ ProRender are available for a variety of popular 3D content creation software, enabling users to craft remarkable, physically accurate renderings with ease. This accessibility broadens the creative possibilities for artists and designers across various industries.
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appleseed
Appleseed is a free, open-source rendering engine that focuses on physically-based global illumination, primarily catering to the needs of animation and visual effects. Developed by a dedicated, international group of volunteers from the animation and VFX sectors, Appleseed aims to deliver a comprehensive, dependable, and entirely open rendering solution for both individuals and small studios. Throughout its development, Appleseed has contributed to various projects, ranging from television documentaries and advertisements to promotional videos and short animated films. The engine incorporates a contemporary path tracing workflow that allows for single-pass rendering without artifacts, requiring minimal technical adjustments. Additionally, it provides the flexibility to perform unbiased rendering for scenarios where accuracy is critical, while also offering biased rendering options for projects that prioritize artistic expression and quicker rendering times. With its robust features, Appleseed continues to evolve, attracting more users and contributors who appreciate its quality and open-source nature.
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