Agentic Blueprints 130
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Reflection (LangGraph tutorial)
The essay-writing reflection loop: a generator drafts, a reflector critiques as a teacher grading, and the loop repeats a fixed number of rounds.
Reflexion
An answerer that critiques itself with citations: draft, self-review for missing and superfluous content, search to fill gaps, revise.
Swarm Personal Shopper
A personal-shopping team over a real user and product database: triage into sales or refunds, with orders and refunds as function tools.
Plan-and-Execute (LangGraph tutorial)
The original plan-and-execute notebook: a planner writes the step list, an executor works through it, and a replanner revises as results come in.
WebVoyager
A vision-enabled browser agent that looks at annotated screenshots and decides where to click, scroll, and type until the task is done.
SQL Agent
An agent that explores a database's schema, writes a query, double-checks it with a dedicated checker step, and recovers from execution errors.
Adaptive RAG
Routes each question to the right retrieval strategy, grades what comes back, and falls back to web search when the index can't answer.
Chatbot Simulation Evaluation
A simulated-user agent plays the customer against your chatbot so you can evaluate the whole conversation before real users do.
Corrective RAG
Grades retrieved documents for relevance and, when they fail the grade, falls back to web search before answering.
Swarm Support Bot
A two-agent support bot: a user-interface agent talks to the customer while a help-center agent answers from docs in a vector store.
Code Assistant with Self-Correction
Generates code grounded in docs, executes it, and loops on the errors — reflecting on failures before retrying until tests pass.
USACO Competitive Programming Agent
Solves olympiad programming problems with episodic retrieval of similar solved problems plus a reflect-and-retry execution loop.
Agents SDK Research Bot
OpenAI's Agents SDK research flow: a planner derives searches, they run in parallel, and a writer synthesizes the report.
Financial Research Agent
Six agents produce a verified financial research note: planner, searcher, fundamentals and risk analysts as tools, writer, then a verifier.
Agents SDK Customer Service
An airline customer-service team on the OpenAI Agents SDK: triage hands off to FAQ and seat-booking agents with function tools.
Agent Patterns Gallery
Sixteen single-file patterns from OpenAI: deterministic pipelines, agents-as-tools, parallelization, routing, LLM-as-judge, guardrails, human-in-the-loop.
Trip Planner Crew
Chooses between candidate cities, brings in a local expert agent, and produces a budgeted seven-day itinerary.
Write a Book Flow
An outline crew plans the book, then per-chapter writer crews produce it — a flow that fans a big deliverable into parallelizable pieces.
Screenplay Writer
Five agents turn a raw email thread into a formatted screenplay: filter the noise, analyze the drama, write, format, and score the result.
Recruitment Crew
A four-agent recruiting pipeline: source candidates, match them to the role, draft the outreach, and compile a report for the hiring team.
Meeting Prep Crew
Researches the people and companies you're about to meet and compiles a briefing so you walk in knowing who's across the table.
Self-Evaluation Loop Flow
One crew writes in Shakespeare's voice, a second crew reviews the output, and the flow loops the feedback until the writing passes.