Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

An opinionated list of awesome Python frameworks, libraries, software and resources.

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

[Support 0.49.x]（Reset Cursor AI MachineID & Bypass Higher Token Limit） Cursor Ai ，自动重置机器ID ， 免费升级使用Pro功能: You've reached your trial request limit. / Too many free trial accounts used on this machi…

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

Multi-agent framework, runtime and control plane. Built for speed, privacy, and scale.

Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.

Set up a personal VPN in the cloud

☁️ Build multimodal AI applications with cloud-native stack

The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

Public repository for Skills

AgentScope: Agent-Oriented Programming for Building LLM Applications

Prowler is the Open Cloud Security for AWS, Azure, GCP, Kubernetes, M365 and more. As agent-less, it helps for continuous monitoring, security assessments & audits, incident response, compliance, h…

dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

Supercharge Your LLM Application Evaluations 🚀

"RAG-Anything: All-in-One RAG Framework"

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

Prevent cloud misconfigurations and find vulnerabilities during build-time in infrastructure as code, container images and open source packages with Checkov by Bridgecrew.

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen2.5, Qwen3, Llama, and more!

Build effective agents using Model Context Protocol and simple workflow patterns

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.

Flexible and powerful framework for managing multiple AI agents and handling complex conversations

The Open Source Feature Store for AI/ML

Standard and Advanced Demos for learn.cantrill.io courses