feat: updated teaching agent README

ai_agent_tutorials/ai_teaching_agent_team/README.md

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+# 👨‍🏫 AI Teaching Agent Team
+
+A Streamlit application that brings together a team of specialized AI teaching agents who collaborate like a professional teaching faculty. Each agent acts as a specialized educator: a curriculum designer, learning path expert, resource librarian, and practice instructor - working together to create a complete educational experience through Google Docs.
+
+## 🪄 Meet your AI Teaching Agent Team 
+
+#### 🧠 KnowledgeBuilder Agent
+- Creates fundamental knowledge base in Google Docs
+- Organizes content with proper headings and sections
+- Includes detailed explanations and examples
+- Output: Comprehensive knowledge base document with table of contents
+
+#### 🗺️ RoadmapArchitect Agent
+- Designs learning path in a structured Google Doc
+- Creates progressive milestone markers
+- Includes time estimates and prerequisites
+- Output: Visual roadmap document with clear progression paths
+
+#### 📚 ResourceCurator Agent
+- Compiles resources in an organized Google Doc
+- Includes links to academic papers and tutorials
+- Adds descriptions and difficulty levels
+- Output: Categorized resource list with quality ratings
+
+#### ✍️ PracticeDesigner Agent
+- Develops exercises in an interactive Google Doc
+- Creates structured practice sections
+- Includes solution guides
+- Output: Complete practice workbook with answers
+
+
+## How to Run
+
+1. Clone the repository
+  ```bash
+   # Clone the repository
+   git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
+   cd ai_agent_tutorials/ai_personal_learning_agent
+
+   # Install dependencies
+   pip install -r requirements.txt
+   ```
+
+## Configuration - IMPORTANT STEP
+
+1. Get your OpenAI API Key
+- Create an account on [OpenAI Platform](https://platform.openai.com/)
+- Navigate to API Keys section
+- Create a new API key
+
+2. Get your Composio API Key
+- Create an account on [Composio Platform](https://composio.ai/)
+- **IMPORTANT** - For you to use the app, you need to make new connection ID with google docs and composio.Follow the below two steps to do so:  
+  - composio add googledocs (IN THE TERMINAL)
+  - Create a new connection 
+  - Select OAUTH2 
+  - Select Google Account and Done.
+  - On the composio account website, go to apps, select google docs tool, and [click create integration](https://app.composio.dev/app/googledocs) (violet button) and click Try connecting default’s googldocs button and we are done. 
+
+## How to Use? 
+
+1. Start the Streamlit app
+```bash
+streamlit run teaching_agent_team.py
+```
+
+2. Use the application
+- Enter your OpenAI API key in the sidebar (if not set in environment)
+- Enter your Composio API key in the sidebar 
+- Type a topic you want to learn about (e.g., "Python Programming", "Machine Learning")
+- Click "Generate Learning Plan"
+- Wait for the agents to generate your personalized learning plan
+- View the results and terminal output in the interface