Security advisory — Malicious litellm versions 1.82.7 and 1.82.8 were removed from PyPI (potential API key exfiltration). Uninstall them, rotate exposed credentials, and upgrade to a safe release (e.g. 1.82.9+). Run pip show litellm to verify. PyPI · README

Guides

How-to walks on the Python / Near path.

Guides

These pages are first successful runs. Concepts explain the loop; a guide is the shortest path that actually works.

Diagram: each guide does one job — SDK agent, routing, Studio, knowledge, extensions, or deploy.
GuideUse it when
First AgentYou want AgentExecutor(llm_provider=).run(agent=, task=) to return a report
Multi-AgentMeta should route @, delegate_to_avatar, or spawn_subagent
Studio ServerNear or an HTTP client must talk to agx serve
Knowledge & RAGDocuments should go through LiteParse → embed → knowledge_search
ExtensionsSkills, MCP, or an AGX Bundle need to become visible
Deploymentcreate_studio_app() should stay up and keep ~/.agenticx on disk