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GitHub
AI Agent Tutorials·2025
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Awesome AI Apps

Arindam Majumder, Shivay Lamba +1

Curates 80+ hands-on LLM-powered examples, tutorials and recipes for building agents, RAG systems, voice assistants, and agentic workflows. Includes starter templates, course playlists, and reference apps for rapid prototyping and learning.

#RAG#mcp#ai-agent#llm#ai-workflow+5
GitHub
AI Train·2025
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PRIME-RL

Prime Intellect

An asynchronous, high-throughput framework for large-scale reinforcement learning and agentic training that scales to 1T+ MoE models and 1000+ GPUs, with native verifiers integration, end-to-end SFT/RL/evals, and Slurm/Kubernetes deployment; requires NVIDIA GPUs.

#RL#agent-skills#mLOps#ai-train#pytorch+3
Hugging Face
AI Dataset·2025
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Interaction2Code

whale99

A benchmark dataset for evaluating MLLM-driven interactive webpage code generation: provides prototyping screenshots, action.json interaction metadata, and example generation scripts across 127 webpages and 374 interactions to test dynamic UI-to-code capabilities.

#multimodal#image#code#github#LLM+3
GitHub
AI Train·2025
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AReaL

inclusionAI (AReaL Team), Institute for Interdisciplinary Information Sciences, Tsinghua University +1·Ant Group, Institute for Interdisciplinary Information Sciences, Tsinghua University

Trains LLM reasoning and agentic models with fully asynchronous reinforcement learning, decoupling rollout generation from policy updates for a 2.77x speedup over synchronous RL. Covers GRPO, PPO and DAPO across Megatron, FSDP, vLLM and SGLang backends.

#RL#LLM#ai-train#ai-agent#pytorch+4
GitHub
AI Agent·2025
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Hands-On AI Engineering

Sumanth (maintainer), AI Engineering Community

Curated collection of production-oriented AI projects that implement OCR, RAG, multi-agent systems, and multimodal pipelines. Each entry provides runnable code, setup notes, and engineering patterns to help developers move prototypes toward production.

#ocr#RAG#ai-agent#multimodal#LLM+3
GitHub
AI Client·2025
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Claude Code Router

Provides a local model gateway and control plane for coding agents — route Claude Code, Codex, Grok CLI, ZCode and compatible clients to multiple providers through one stable local endpoint while managing routing, failover, tools, credentials, and observability.

#ai-api-management#mcp-client#ai-agent#cli#docker+8
Large Language Model Tutorials·2025

How I use LLMs

Andrej Karpathy·Eureka Labs

Walks through real LLM workflows across chat, search, deep research, file analysis, coding, voice, images, and generated podcasts. It is most useful as a field guide to the messy AI app layer.

#LLM#video#ChatGPT#tutorial
GitHub
AI Agent·2025
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OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation

Mengkang Hu, Yuhang Zhou +15·CAMEL-AI

Coordinates role-playing agents to automate real-world tasks — web search and browsing, code execution, document parsing, and multimodal handling. Built on the CAMEL-AI framework; scored 69.09% on the GAIA benchmark, topping open-source frameworks.

#mcp#ai-agent#agent-skills#ai-framework#llm+3
GitHub
AI Agent·2025
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DeepTeam

Jeffrey Ip·Confident AI

Simulates adversarial attacks against LLMs and AI agents to surface vulnerabilities (e.g., jailbreaks, prompt injection, PII leakage) and ships guardrails to block risky inputs/outputs; runs locally and can be driven from CLI or Python.

#LLM#evaluation#ai-agent#security#privacy+4
GitHub
AI Others·2025
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System Prompts and Models of AI Tools

x1xhlol·x1xhlol (Lucas Valbuena)

Collects the leaked and reverse-engineered system prompts, internal tool definitions, and model configs of 25+ proprietary AI coding assistants — Cursor, v0, Devin, Replit, Windsurf, Claude Code and more. Reveals what each is told to do.

#prompt-engineering#github#ai-tools#LLM#ai-agent+2
GitHub
AI Agent·2025
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OpenManus

Xinbin Liang, Jinyu Xiang +8·FoundationAgents, MetaGPT

Build and run configurable multi-agent LLM workflows and personal AI agents locally or with cloud LLMs; supports simple TOML-based LLM configuration, optional browser automation, a demo on Hugging Face, and companion RL tuning (OpenManus-RL) for agent training.

#LLM#ai-agent#agent-skills#python#chatbot+3
Hugging Face
AI Dataset·2025
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Ultra-FineWeb

openbmb

High-quality, efficiently verified and filtered web corpus for LLM pretraining — supplies ~1 trillion English tokens and ~120 billion Chinese tokens with English/Chinese Parquet splits. Designed for large-scale pretraining experiments and data-filtering research.

#LLM#huggingface#nlp#multilingual#transformers+2
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