Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
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Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
- semantic-search
- information-retrieval
- ai
- python
☁️ Build multimodal AI applications with cloud-native stack
- neural-search
- cloud-native
- deep-learning
- machine-learning
🚀 自托管的抖音、TikTok、B 站数据采集与无水印视频下载 API，支持 AI agent 通过 MCP 调用与离线语音转文字，Docker 一键部署。| Self-hosted TikTok, Douyin & Bilibili scraper and no-watermark video downloader — async REST API, MCP server for AI agents, CLI and web console, plus offline speech-to-text for downloaded videos. Self-healing identity pool, PostgreSQL archive, one docker compose up.
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
Insular email distribution - mail server as Docker images
macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.
Asynchronous Python framework for event-driven services. A thin client for Kafka, RabbitMQ, NATS, Redis and MQTT with full access to native broker features, plus AsyncAPI docs, in-memory tests and observability out of the box.
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
- python
- machine-learning
- infrastructure
- reproducible-research
pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
Continuous Archiving for Postgres
- python
- backup
- backups
- postgresql
Accelerated deep learning R&D
A deliberately vulnerable CI/CD environment. Learn CI/CD security through multiple challenges.
:cloud: Bash history in the cloud. Indexed and searchable.
Native speech-to-text for Linux - Fast, accurate, private, and hackable system-wide dictation
Zentral is a control plane for secure, observable Apple endpoints in enterprises. Configure, observe, and enforce the desired state of every Apple endpoint. Manage that desired state as code through GitOps and Terraform.
- macos
- inventory
- elasticsearch
- endpoint-management
MCP-NixOS - Model Context Protocol Server for NixOS resources
- ai-assistant
- ai-integration
- ai-tools
- anthropic
InterPlanetary Wayback: A distributed and persistent archive replay system using IPFS
- ipfs
- warc
- wayback
- web-archiving
Learn cloud security by building it! An open-source homelab teaching Zero Trust, DevSecOps, IaC, and cloud architecture from the ground up.
Serverless Container-aware ARchitectures (e.g. Docker in AWS Lambda)
Reusable GitHub Actions source builds for jhaizhou-ops/d2r-mobile. Bring your own prepared game archive.
CVE-2026-109618 / CVE-2026-109619 pre-auth RCE in PHP session.upload_progress (mod_php): version-aware exploit profiles, Docker labs, heap calibration and detection guidance.
- cve-2026-109618
- cve-2026-109619
- exploit
- mod-php
Simulator for AWS architecture blog (http://www.awsarchitectureblog.com/ ) about jitter and backoff.
micrOS - mini asynchronous automation OS for DIY projects.
- micropython
- iot-platform
- interrupts
- socket