Agentic Blueprints 34
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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.
LLMCompiler
A planner streams a DAG of tasks, workers execute them in parallel as dependencies clear, and a joiner decides to finish or replan.
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.
WebVoyager
A vision-enabled browser agent that looks at annotated screenshots and decides where to click, scroll, and type until the task is done.
Self-Discover
The agent first composes its own reasoning structure from atomic modules, then solves the task by following the structure it built.
