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Pocket Flow Cookbook

Name Difficulty Description
Chat ☆☆☆
Dummy
A basic chat bot with conversation history
Structured Output ☆☆☆
Dummy
Extracting structured data from resumes by prompting
Workflow ☆☆☆
Dummy
A writing workflow that outlines, writes content, and applies styling
Agent ☆☆☆
Dummy
A research agent that can search the web and answer questions
RAG ☆☆☆
Dummy
A simple Retrieval-augmented Generation process
Map-Reduce ☆☆☆
Dummy
A resume qualification processor using map-reduce pattern for batch evaluation
Streaming ☆☆☆
Dummy
A real-time LLM streaming demo with user interrupt capability
Chat Guardrail ☆☆☆
Dummy
A travel advisor chatbot that only processes travel-related queries
Multi-Agent ★☆☆
Beginner
A Taboo word game for asynchronous communication between two agents
Supervisor ★☆☆
Beginner
Research agent is getting unreliable... Let's build a supervision process
Parallel ★☆☆
Beginner
A parallel execution demo that shows 3x speedup
Parallel Flow ★☆☆
Beginner
A parallel image processing demo showing 8x speedup with multiple filters
Thinking ★☆☆
Beginner
Solve complex reasoning problems through Chain-of-Thought
Memory ★☆☆
Beginner
A chat bot with short-term and long-term memory
MCP ★☆☆
Beginner
Agent using Model Context Protocol for numerical operations
Tracing ★☆☆
Beginner
Trace and visualize the execution of your flow
Judge ★☆☆
Beginner
LLM-as-Judge evaluator-optimizer loop for iterative content refinement
Debate ★☆☆
Beginner
Adversarial reasoning with two advocates and a judge
Agentic RAG ★☆☆
Beginner
Agent-driven RAG that decides which documents to read
Self-Healing Mermaid ★☆☆
Beginner
Generate Mermaid diagrams with automatic error recovery
Heartbeat ★☆☆
Beginner
ClawBot-like always-on periodic monitoring with nested flows
Lead Generation ★★☆
Intermediate
Sales pipeline: scrape, enrich, score, and personalize outreach emails
Newsletter ★★☆
Intermediate
AI newsletter curation: curate, filter, summarize, and format
Invoice Processing ★★☆
Intermediate
Extract and validate invoice data from PDFs using vision
NotebookLM ★★☆
Intermediate
Turn documents into a podcast with two AI hosts
Deep Research ★★☆
Intermediate
Recursive map-reduce research with iterative refinement
Coding Agent ★★★
Advanced
Production coding agent with 6 tools, memory, and patch-as-subflow

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