| Name | Difficulty | Description | | :-------------: | :-------------: | :--------------------- | | [Chat](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-chat) | ☆☆☆ ^*Dummy* | A basic chat bot with conversation history | | [Structured Output](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-structured-output) | ☆☆☆ ^*Dummy* | Extracting structured data from resumes by prompting | | [Workflow](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-workflow) | ☆☆☆ ^*Dummy* | A writing workflow that outlines, writes content, and applies styling | | [Agent](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-agent) | ☆☆☆ ^*Dummy* | A research agent that can search the web and answer questions | | [RAG](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-rag) | ☆☆☆ ^*Dummy* | A simple Retrieval-augmented Generation process | | [Batch](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-batch) | ☆☆☆ ^*Dummy* | A batch processor that translates markdown into multiple languages | | [Streaming](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-llm-streaming) | ☆☆☆ ^*Dummy* | A real-time LLM streaming demo with user interrupt capability | | [Chat Guardrail](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-chat-guardrail) | ☆☆☆ ^*Dummy* | A travel advisor chatbot that only processes travel-related queries | | [Majority Vote](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-majority-vote) | ☆☆☆ ^*Dummy* | Improve reasoning accuracy by aggregating multiple solution attempts | | [Map-Reduce](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-map-reduce) | ☆☆☆ ^*Dummy* | Batch resume qualification using map-reduce pattern | | [CLI HITL](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-cli-hitl) | ☆☆☆ ^*Dummy* | A command-line joke generator with human-in-the-loop feedback | | [Multi-Agent](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-multi-agent) | ★☆☆ ^*Beginner* | A Taboo word game for async communication between 2 agents | | [Supervisor](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-supervisor) | ★☆☆ ^*Beginner* | Research agent is getting unreliable... Let's build a supervision process| | [Parallel](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-parallel-batch) | ★☆☆ ^*Beginner* | A parallel execution demo that shows 3x speedup | | [Parallel Flow](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-parallel-batch-flow) | ★☆☆ ^*Beginner* | A parallel image processing showing 8x speedup | | [Thinking](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-thinking) | ★☆☆ ^*Beginner* | Solve complex reasoning problems through Chain-of-Thought | | [Memory](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-chat-memory) | ★☆☆ ^*Beginner* | A chat bot with short-term and long-term memory | | [Text2SQL](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-text2sql) | ★☆☆ ^*Beginner* | Convert natural language to SQL queries with an auto-debug loop | | [Code Generator](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-code-generator) | ★☆☆ ^*Beginner* | Generate test cases, implement solutions, and iteratively improve code | | [MCP](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-mcp) | ★☆☆ ^*Beginner* | Agent using Model Context Protocol for numerical operations | | [Agent Skills](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-agent-skills) | ★☆☆ ^*Beginner* | Route requests to reusable markdown skills and apply them in an agent flow | | [A2A](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-a2a) | ★☆☆ ^*Beginner* | Agent wrapped with A2A protocol for inter-agent communication | | [Streamlit FSM](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-streamlit-fsm) | ★☆☆ ^*Beginner* | Streamlit app with finite state machine for HITL image generation | | [FastAPI WebSocket](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-fastapi-websocket) | ★☆☆ ^*Beginner* | Real-time chat interface with streaming LLM responses via WebSocket | | [FastAPI Background](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-fastapi-background) | ★☆☆ ^*Beginner* | FastAPI app with background jobs and real-time progress via SSE | | [Voice Chat](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-voice-chat) | ★☆☆ ^*Beginner* | An interactive voice chat application with VAD, STT, LLM, and TTS. | | [Judge](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-judge) | ★☆☆ ^*Beginner* | LLM-as-Judge evaluator-optimizer loop for iterative content refinement | | [Debate](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-debate) | ★☆☆ ^*Beginner* | Adversarial reasoning with two advocates and an impartial judge | | [Agentic RAG](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-agentic-rag) | ★☆☆ ^*Beginner* | Agent-driven RAG that decides which documents to read | | [Self-Healing Mermaid](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-self-healing-mermaid) | ★☆☆ ^*Beginner* | Generate Mermaid diagrams with automatic error recovery | | [Heartbeat](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-heartbeat) | ★☆☆ ^*Beginner* | ClawBot-like always-on periodic monitoring with nested flows | | [Lead Generation](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-lead-generation) | ★★☆ ^{*Intermediate*} | Sales pipeline: scrape, enrich, score, and personalize emails | | [Newsletter](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-newsletter) | ★★☆ ^{*Intermediate*} | AI newsletter curation: search, filter, summarize, and format | | [Invoice Processing](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-invoice) | ★★☆ ^{*Intermediate*} | Extract and validate invoice data from PDFs using vision | | [NotebookLM](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-notebook-lm) | ★★☆ ^{*Intermediate*} | Turn documents into a podcast with two AI hosts | | [Deep Research](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-deep-research) | ★★☆ ^{*Intermediate*} | Recursive map-reduce research with iterative refinement | | [Coding Agent](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-coding-agent) | ★★★ ^*Advanced* | Production coding agent with 6 tools, memory, and patch-as-subflow |

| App Name | Difficulty | Topics | Human Design | Agent Code | | :-------------: | :-------------: | :---------------------: | :---: | :---: | | [Website Chatbot](https://github.com/The-Pocket/PocketFlow-Tutorial-Website-Chatbot)
^{_{Turn your website into a 24/7 customer support genius}} | ★★☆
*Medium* | [Agent](https://the-pocket.github.io/PocketFlow/design_pattern/agent.html)
[RAG](https://the-pocket.github.io/PocketFlow/design_pattern/rag.html) | [Design Doc](https://github.com/The-Pocket/PocketFlow-Tutorial-Website-Chatbot/blob/main/docs/design.md) | [Flow Code](https://github.com/The-Pocket/PocketFlow-Tutorial-Website-Chatbot/blob/main/flow.py) | [Danganronpa Simulator](https://github.com/The-Pocket/PocketFlow-Tutorial-Danganronpa-Simulator)
^{_{Forget the Turing test. Danganronpa, the ultimate AI experiment!}} | ★★★
*Advanced* | [Workflow](https://the-pocket.github.io/PocketFlow/design_pattern/workflow.html)
[Agent](https://the-pocket.github.io/PocketFlow/design_pattern/agent.html) | [Design Doc](https://github.com/The-Pocket/PocketFlow-Tutorial-Danganronpa-Simulator/blob/main/docs/design.md) | [Flow Code](https://github.com/The-Pocket/PocketFlow-Tutorial-Danganronpa-Simulator/blob/main/flow.py) | [Codebase Knowledge Builder](https://github.com/The-Pocket/Tutorial-Codebase-Knowledge)
^{_{Life's too short to stare at others' code in confusion}} | ★★☆
*Medium* | [Workflow](https://the-pocket.github.io/PocketFlow/design_pattern/workflow.html) | [Design Doc](https://github.com/The-Pocket/Tutorial-Codebase-Knowledge/blob/main/docs/design.md) | [Flow Code](https://github.com/The-Pocket/Tutorial-Codebase-Knowledge/blob/main/flow.py) | [Build Cursor with Cursor](https://github.com/The-Pocket/Tutorial-Cursor)
^{_{We'll reach the singularity soon ...}} | ★★★
*Advanced* | [Agent](https://the-pocket.github.io/PocketFlow/design_pattern/agent.html) | [Design Doc](https://github.com/The-Pocket/Tutorial-Cursor/blob/main/docs/design.md) | [Flow Code](https://github.com/The-Pocket/Tutorial-Cursor/blob/main/flow.py) | [Ask AI Paul Graham](https://github.com/The-Pocket/Tutorial-YC-Partner)
^{_{Ask AI Paul Graham, in case you don't get in}} | ★★☆
*Medium* | [RAG](https://the-pocket.github.io/PocketFlow/design_pattern/rag.html)
[Map Reduce](https://the-pocket.github.io/PocketFlow/design_pattern/mapreduce.html)
[TTS](https://the-pocket.github.io/PocketFlow/utility_function/text_to_speech.html) | [Design Doc](https://github.com/The-Pocket/Tutorial-AI-Paul-Graham/blob/main/docs/design.md) | [Flow Code](https://github.com/The-Pocket/Tutorial-AI-Paul-Graham/blob/main/flow.py) | [Youtube Summarizer](https://github.com/The-Pocket/Tutorial-Youtube-Made-Simple)
^{_{Explain YouTube Videos to you like you're 5}} | ★☆☆
*Beginner* | [Map Reduce](https://the-pocket.github.io/PocketFlow/design_pattern/mapreduce.html) | [Design Doc](https://github.com/The-Pocket/Tutorial-Youtube-Made-Simple/blob/main/docs/design.md) | [Flow Code](https://github.com/The-Pocket/Tutorial-Youtube-Made-Simple/blob/main/flow.py) | [Cold Opener Generator](https://github.com/The-Pocket/Tutorial-Cold-Email-Personalization)
^{_{Instant icebreakers that turn cold leads hot}} | ★☆☆
*Beginner* | [Map Reduce](https://the-pocket.github.io/PocketFlow/design_pattern/mapreduce.html)
[Web Search](https://the-pocket.github.io/PocketFlow/utility_function/websearch.html) | [Design Doc](https://github.com/The-Pocket/Tutorial-Cold-Email-Personalization/blob/master/docs/design.md) | [Flow Code](https://github.com/The-Pocket/Tutorial-Cold-Email-Personalization/blob/master/flow.py)