2 papers
cs.AI2026
In-Context Prompting Obsoletes Agent Orchestration for Procedural Tasks
Simon Dennis, Michael Diamond, Rivaan Patil +2
Agent orchestration frameworks -- LangGraph, CrewAI, Google ADK, OpenAI Agents SDK, and others -- place an external orchestrator above the LLM, tracking state and injecting routing…
cs.CL2024
Evaluating Large Language Models with fmeval
Pola Schwöbel, Luca Franceschi, Muhammad Bilal Zafar +7
fmeval is an open source library to evaluate large language models (LLMs) in a range of tasks. It helps practitioners evaluate their model for task performance and along multiple r…