From c9049f2adb805c45f79b878ccfdb087b2228f059 Mon Sep 17 00:00:00 2001
From: zachary62 <zhuang333@wisc.edu>
Date: Fri, 4 Apr 2025 13:32:10 -0400
Subject: [PATCH] add nav

---
 docs/_config.yml |  2 +-
 docs/design.md   |  6 +++++
 docs/index.md    | 70 +++++++++---------------------------------------
 3 files changed, 20 insertions(+), 58 deletions(-)

diff --git a/docs/_config.yml b/docs/_config.yml
index 34f65f0..e3c3d17 100644
--- a/docs/_config.yml
+++ b/docs/_config.yml
@@ -1,5 +1,5 @@
 # Basic site settings
-title: Turns Codebase into Easy Tutorial
+title: Codebase to Tutorial
 
 # Theme settings
 remote_theme: just-the-docs/just-the-docs
diff --git a/docs/design.md b/docs/design.md
index 61c60ab..9662b2b 100644
--- a/docs/design.md
+++ b/docs/design.md
@@ -1,3 +1,9 @@
+---
+layout: default
+title: "Design"
+nav_order: 2
+---
+
 # Design Doc: Your Project Name
 
 > Please DON'T remove notes for AI
diff --git a/docs/index.md b/docs/index.md
index a56a48c..d308438 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -4,66 +4,22 @@ title: "Home"
 nav_order: 1
 ---
 
-# Pocket Flow
+# Turns Codebase into Easy Tutorial
 
-A [100-line](https://github.com/the-pocket/PocketFlow/blob/main/pocketflow/__init__.py) minimalist LLM framework for *Agents, Task Decomposition, RAG, etc*.
+Ever stared at a new codebase written by others feeling completely lost? This project analyzes GitHub repositories and creates beginner-friendly tutorials explaining exactly how the code works.
 
-- **Lightweight**: Just the core graph abstraction in 100 lines. ZERO dependencies, and vendor lock-in.
-- **Expressive**: Everything you love from larger frameworks—([Multi-](./design_pattern/multi_agent.html))[Agents](./design_pattern/agent.html), [Workflow](./design_pattern/workflow.html), [RAG](./design_pattern/rag.html), and more.  
-- **Agentic-Coding**: Intuitive enough for AI agents to help humans build complex LLM applications.
+<p align="center">
+  <a href="https://github.com/The-Pocket/PocketFlow" target="_blank">
+    <img 
+      src="./assets/banner.png" width="800"
+    />
+  </a>
+</p>
 
-<div align="center">
-  <img src="https://github.com/the-pocket/.github/raw/main/assets/meme.jpg?raw=true" width="400"/>
-</div>
+Built with [Pocket Flow](https://github.com/The-Pocket/PocketFlow), a 100-line LLM framework.
+
+## Example Result
 
 
-## Core Abstraction
+- [Autogen Core](./AutoGen Core/index.md)
 
-We model the LLM workflow as a **Graph + Shared Store**:
-
-- [Node](./core_abstraction/node.md) handles simple (LLM) tasks.
-- [Flow](./core_abstraction/flow.md) connects nodes through **Actions** (labeled edges).
-- [Shared Store](./core_abstraction/communication.md) enables communication between nodes within flows.
-- [Batch](./core_abstraction/batch.md) nodes/flows allow for data-intensive tasks.
-- [Async](./core_abstraction/async.md) nodes/flows allow waiting for asynchronous tasks.
-- [(Advanced) Parallel](./core_abstraction/parallel.md) nodes/flows handle I/O-bound tasks.
-
-<div align="center">
-  <img src="https://github.com/the-pocket/.github/raw/main/assets/abstraction.png" width="700"/>
-</div>
-
-## Design Pattern
-
-From there, it’s easy to implement popular design patterns:
-
-- [Agent](./design_pattern/agent.md) autonomously makes decisions.
-- [Workflow](./design_pattern/workflow.md) chains multiple tasks into pipelines.
-- [RAG](./design_pattern/rag.md) integrates data retrieval with generation.
-- [Map Reduce](./design_pattern/mapreduce.md) splits data tasks into Map and Reduce steps.
-- [Structured Output](./design_pattern/structure.md) formats outputs consistently.
-- [(Advanced) Multi-Agents](./design_pattern/multi_agent.md) coordinate multiple agents.
-
-<div align="center">
-  <img src="https://github.com/the-pocket/.github/raw/main/assets/design.png" width="700"/>
-</div>
-
-## Utility Function
-
-We **do not** provide built-in utilities. Instead, we offer *examples*—please *implement your own*:
-
-- [LLM Wrapper](./utility_function/llm.md)
-- [Viz and Debug](./utility_function/viz.md)
-- [Web Search](./utility_function/websearch.md)
-- [Chunking](./utility_function/chunking.md)
-- [Embedding](./utility_function/embedding.md)
-- [Vector Databases](./utility_function/vector.md)
-- [Text-to-Speech](./utility_function/text_to_speech.md)
-
-**Why not built-in?**: I believe it's a *bad practice* for vendor-specific APIs in a general framework:
-- *API Volatility*: Frequent changes lead to heavy maintenance for hardcoded APIs.
-- *Flexibility*: You may want to switch vendors, use fine-tuned models, or run them locally.
-- *Optimizations*: Prompt caching, batching, and streaming are easier without vendor lock-in.
-
-## Ready to build your Apps? 
-
-Check out [Agentic Coding Guidance](./guide.md), the fastest way to develop LLM projects with Pocket Flow!