{"repo":"awslabs/project-lakechain","free":true,"listed":false,"github":"https://github.com/awslabs/project-lakechain","clone":"git clone https://github.com/awslabs/project-lakechain.git","description":":zap: Cloud-native, AI-powered, document processing pipelines on AWS.","language":"TypeScript","stars":191,"topics":["aws","computer-vision","document-processing","generative-ai","machine-learning","natural-language-processing","retrieval-augmented-generation","serverless","hacktoberfest","aws-cdk"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"Project Lakechain   Cloud-native, AI-powered, document processing pipelines on AWS. 🔖 Features - 🤖 Composable — Composable API to express document processing pipelines using middlewares. - ☁️ Scalable — Scales out-of-the box. Process millions of documents, scale to zero automatically when done. - ⚡ Cost Efficient — Uses cost-optimized architectures to reduce costs and drive a pay-as-you-go model. - 🚀 Ready to use — 60+ built-in middlewares for common document processing tasks, ready to be deployed. - 🦎 GPU and CPU Support — Use the right compute type to balance between performance and cost. - 📦 Bring Your Own — Create your own transform middlewares to process documents and extend Lakechain. - 📙 Ready Made Examples - Quickstart your journey by leveraging 50+ examples we've built for you. 🌟 Examples Summarize Videos Generative Audio Podcast Video Chaptering RAG Pipeline Face Detection E-mail Analysis Image Inpainting Ollama on AWS 🚀 Getting Started 👉 Head to our documentation which contains all the information required to understand the project, and quickly start building! What's Lakechain ❓ Project Lakechain is an experimental framework based on the AWS Cloud Development Kit (CDK) that makes it easy to express and deploy scalable document processing pipelines on AWS using infrastructure-as-code. It emphasizes on modularity of pipelines, and provides 40+ ready to use components for prototyping complex document pipelines that can scale out of the box to millions of","default_branch":null,"files":null,"tree":[],"storefront":"/r/awslabs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/awslabs/project-lakechain/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}