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

API Reference

SDK constructors versus the Near / Studio chat loop.

API Reference

The Agents page is a field-level SDK reference for agenticx.core. Near chat does not use AgentExecutor. It uses AgentRuntime.run_turn.

Diagram: construct AgentExecutor in your process; Near / Studio still run AgentRuntime.
PageWhat is actually documented
AgentsAgent, Task, AgentExecutor(llm_provider=).run(agent=, task=)
LLMsProvider config, green/red status, non-vision models
Tools@tool, dispatch_tool_async, MCP, skill_use
MemoryMEMORY.md, messages.json, session SQLite
Flow@start / @listen / @router, kickoff()

See also Agent runtime and CLI.