awesome-llm-apps/ai_agent_tutorials/ai_personal_learning_agent

AI Personal Learning Agent

A Personal learning Roadmap Architect assistant built on Phidata Framework that explains a particular topic, creates learning plans and roadmaps using multiple specialized AI agents which are hierarchical. The system uses OpenAI's GPT-4o to generate comprehensive learning materials, roadmaps, and practice exercises. This uses streamlit for UI.

Demo

https://github.com/user-attachments/assets/67e81377-d80e-4221-b1f2-e25cffb71c93

Features

• 🧠 Knowledge Building: Researches and creates comprehensive knowledge bases
• 🗺️ Learning Roadmaps: Generates structured learning paths with time estimates
• 📚 Resource Curation: Finds and validates high-quality learning materials
• ✍️ Practice Materials: Creates progressive exercises and projects
• 🔍 Internet Search Integration: Used a DuckDuckGo tool for real-time research
• 📊 Live Terminal Output: Shows real-time agent interactions in terminal - also in streamlit UI

Agents

1. KnowledgeBuilder: Research specialist that gathers and organizes information
2. RoadmapArchitect: Curriculum designer that creates structured learning paths
3. ResourceCurator: Resource specialist that finds and validates learning materials
4. PracticeDesigner: Exercise creator that develops practice materials

How to Run

1. Clone the repository

 # 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
• Navigate to API Keys section
• Create a new API key

2. Get your Composio API Key

• Create an account on Composio Platform
• [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.
• In the composio account website, go to apps, select google docs tool, and click create integration (violet button) and click Try connecting default’s googldocs button and we are done. (https://app.composio.dev/app/googledocs )

Usage

1. Start the Streamlit app

streamlit run ai_personal_learning_agent.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