LEARN · 3 COURSES · 54 ARTICLES · MIT-LICENSED CODE →
$ ls ./learn
Learning
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At Aurelio AI we believe in the power of online learning. That’s why we dedicate a lot of our efforts to developing educational material. Here is some of the latest content and talks that members of the Aurelio team have published.
FEATUREDNOV 6 · 2024
AI Agents are Neuro-Symbolic Systems
An introduction to understand AI agents and their role in the future of AI.
JAMES BRIGGS
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// COURSES3 COURSES · 34 LESSONS
Code-along, end to end.
COURSE · 14 LESSONSINTERMEDIATE
INPUTPROMPTLLMPARSEOUT
AI Engineering with LangChain
Build production LLM apps end-to-end: chains, agents, retrieval, structured output.
~9 HRS · SELF-PACEDSTART →
COURSE · 11 LESSONSINTERMEDIATE
› tools.list()› tools.call("rag")› obs ← chunks[3]› handoff → planner
Building Agents with the OpenAI Agents SDK
Tools, handoffs, guardrails and multi-agent orchestration with OpenAI's SDK.
~7 HRS · SELF-PACEDSTART →
COURSE · 9 LESSONSBEGINNER → PRO
0.940.710.420.18
Semantic Router for Production
Sub-millisecond routing for tool-use, deflection and safety in semantic vector space.
~5 HRS · SELF-PACEDSTART →
BROWSE OUR CONTENT
01RECSYSBuilding the Future of Agents for EcommerceExplore the cutting-edge of AI in ecommerce and how merging LLMs with more traditional predictive AI can enable the next wave of AI-innovation in ecommerce.OCT 20 · 202502RECSYSBuilding E-commerce Recommendations with Kumo AIBuild world-class recommendation engines with Graph Neural Networks.JUL 29 · 202503MODELSAlternative LLM Providers in Agents SDKMoving beyond OpenAI, here we explore how to use Anthropic's Claude with Agents SDK.JUL 10 · 202504AI ENGINEERINGGuardrails with Agents SDKLearn how to use input and output guardrails to build safe and reliable AI agents with OpenAI's Agents SDK.JUL 10 · 202505AGENTSLocal Agents with Agents SDKLearn how to use fully local LLMs with Agents SDK, implementing the latest Llama-4-Scout-17B-16E-Instruct-GGUF.JUL 10 · 202506AGENTSMulti-Agent Systems with Agents SDKLearn how to build multi-agent systems using both the orchestrator-subagent pattern and handoffs with OpenAI's Agents SDK.JUL 10 · 202507AI ENGINEERINGPrompting with Agents SDKLearn how to use static and dynamic prompting, and how to correctly use system, user, assistant, and tool prompts with OpenAI's Agents SDK.JUL 10 · 202508AGENTSRAG Agent with Agents SDKLearn how to build a Retrieval Augmented Generation (RAG) agent that can answer questions about the JFK assassination files using OpenAI's Agents SDK and Pinecone.JUL 10 · 202509AI ENGINEERINGStreaming with Agents SDKLearn how to stream text and events from your AI agents using OpenAI's Agents SDK.JUL 10 · 202510AGENTSTools with Agents SDKLearn how to use pre-built and custom tools with OpenAI's Agents SDK.JUL 10 · 202511AI ENGINEERINGTracing with Agents SDKAgents SDK automatically enables powerful tracing capabilities accessible via OpenAI's Platform. Here we'll learn how to use them.JUL 10 · 202512AGENTSVoice Agents with Agents SDKLearn how to build voice-enabled AI agents that can process spoken input and generate natural-sounding speech with OpenAI's Agents SDK.JUL 10 · 202513AI ENGINEERINGLora Fine-tuning with NVIDIA NeMoJames explores NVIDIA's NeMo Microservices library for fine-tuning LLMs to be better agents using LoRA.MAY 27 · 202514EVENTSTemporal: Stateful and Fault-Tolerant AgentsTemporal is a distributed, open-source workflow orchestration platform built by ex-Uber engineers to enable massive-scale workflow orchestration. Bogdan explains how Temporal can be used for AI agents.MAY 23 · 2025
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