Tools for Building Agentic Systems

Prompt Engineering

Anthropic Prompt Engineering Tutorial

Anthropic Prompt Engineering Tutorial

Prompt Engineering Interactive Tutorial

OpenAI Playground

OpenAI Playground

Agentic Patterns

Agentic Workflows

Berkeley Agents Course

Agents Course Homepage

Youtube Playlist

GenAI Agents: Comprehensive Repository for Development and Implementation

GenAI Agents

Choosing Between Software Frameworks for Agents

Choosing Between LLM Agent Frameworks

• GitHub Repo

Phoenix

Arize Phoenix AI Observability and Evaluation

LangFuse

Open Source LLM Engineering Platform

Reasoning Agents

Crispino, Nicholas, Kyle Montgomery, Fankun Zeng, Dawn Song, and Chenguang Wang. 2024. “Agent Instructs Large Language Models to Be General Zero-Shot Reasoners.” arXiv. http://arxiv.org/abs/2310.03710.

• Google Illuminate

LLMs (Still) Can’t Plan

Valmeekam, Karthik, Kaya Stechly, and Subbarao Kambhampati. 2024. “LLMs Still Can’t Plan.” arXiv. http://arxiv.org/abs/2409.13373

• Google Illuminate

GPT-4o1 Does Better at a Cost

Laboratory for Assured AI Application Development (LA3D)