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COMPASS

The Repo Atlas.

202 open-source projects in 19 categories. The tools the workshop builds on, and the ones worth knowing. Every link goes to the source.

Agents · 30

Frameworks and platforms for building autonomous and multi-agent systems.

AutoGen

Microsoft's multi-agent conversation framework.

AG2

Community fork of AutoGen (AgentOS).

CrewAI

Role-playing collaborative agent crews.

LangGraph

Stateful, graph-based multi-agent orchestration.

CAMEL

Communicative agents for scaling role-play.

IoA (Internet of Agents)

Framework for agents from different ecosystems to collaborate.

SuperAGI

Dev-first autonomous agent framework.

LangChain

The foundational LLM application framework.

LlamaIndex

Data framework for RAG and knowledge agents.

Semantic Kernel

Microsoft SDK to embed LLMs into apps.

phidata / Agno

Build agents with memory, tools, and knowledge.

Haystack

LLM orchestration and RAG pipeline framework.

Odysseus

Autonomous agent experiment.

AutoGPT

The original autonomous-agent platform.

BabyAGI

Minimal task-driven autonomous agent.

MetaGPT

A multi-agent software company in code.

OpenHands

Autonomous AI software engineer (ex-OpenDevin).

Agent-Reach

Agent outreach/automation project.

agency-agents

Agent agency experiments.

Social-GPT agent

Autonomous social-media agent.

E2B

Secure cloud sandboxes for AI agents and code.

ai-agents-frameworks

Comparison of agent frameworks.

Moltbot

OpenClaw-family personal assistant bot.

career-ops

Agent-driven career operations.

karpathy/skills

Andrej Karpathy's agent skills collection.

Trellis

Structured agent workflows.

smolagents

Hugging Face's minimal agent library.

ml-intern

Hugging Face ML intern agent.

TradingAgents

Multi-agent LLM financial-trading framework.

pi-mono

Agent tooling monorepo (Mario Zechner).

Inference & Infrastructure · 7

Serve and run models, from a laptop to a datacenter.

Training & Fine-tuning · 7

Teach models new tricks, fine-tunes, LoRA, and large-scale training.

Evaluation · 6

Measure whether the model actually works.

MCP (Model Context Protocol) · 9

Servers and tools for the open protocol that connects agents to everything.

Vector & RAG · 7

Store embeddings and retrieve knowledge for grounded answers.

Observability · 6

See what your agents and models are actually doing.

Automation · 5

Wire tools together, visual workflow builders and low-code glue.

Coding Agents & Tools · 16

AI that writes, reviews, and runs code.

Creative & Media · 21

Image, video, audio, and voice generation.

Multimodal · 4

Models that see as well as read.

Private / Local Assistants · 6

Own-your-data chat and assistants that run on your hardware.

AI Security & Guardrails · 6

Keep models and agents safe, aligned, and un-jailbroken.

Quantization & Optimization · 5

Make models smaller and faster.

Prompting & Programming LLMs · 4

Move beyond prompt strings to structured, testable programs.

Learning & Awesome Lists · 25

Where to start and how to go deep, curated lists, books, and courses in code.

Scraping & Data Collection · 3

Feed your agents the web.

Utilities & Tools · 28

The odds and ends that make everything else easier.

Platforms & UIs · 7

Full products and hubs you can self-host or build on.

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