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updated requirements file
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README.md
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## 🎯 What is LearnFlow Agent?
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**LearnFlow Agent** is an intelligent, conversational tool that helps you figure out *what to learn next* — tailored precisely to your **age**, **background**, and **interests**.
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Powered by advanced language models and a sleek Gradio interface, it delivers a **personalized study roadmap**, helpful explanations, beginner resources, and even custom questions to test your understanding.
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---
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## 🚀 Key Objectives
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LearnFlow Agent is built to **empower learners** by:
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* 🎓 **Creating Personalized Learning Plans**
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Customized to match your educational background and interests.
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* 🧭 **Clarifying Why It Matters**
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Test yourself with grasp-check questions based on your learning path.
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---
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## 🔑 What You Get
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### 🗺️ **Personalized Study Workflow**
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Generates a structured roadmap (`study_workflow`) with 3–5 main topics and their subtopics, progressing from beginner ➝ advanced.
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### 🧠 **Meaningful Reasoning + Outcomes**
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Clearly explains:
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* Why this learning path fits *you*
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* What you’ll be able to do after completing it
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### 📘 **Beginner-Friendly Resources**
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Includes 2–3 handpicked materials (YouTube, MOOCs, docs) to help you get started confidently.
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### ❓ **Grasp Check Questions**
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Provides 5–10 custom questions to assess your comprehension along the way.
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### 📊 **Visual Mermaid Diagram**
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Automatically turns your learning roadmap into an interactive diagram for visual learners.
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### 5️⃣ Resources & Comprehension
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Alongside your study path, receive:
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* 📚 Beginner resources
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* ❓ Smart grasp-check questions to reinforce your learning
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---
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---
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## 👤 Who Is This For?
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Whether you're:
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* A **student** exploring tech,
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* A **career switcher** entering data or programming,
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* A **hobbyist** wanting structure in your learning journey…
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**LearnFlow Agent** is here to guide you with confidence and clarity. 🌟
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---
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## 🧪 Future Features (Coming Soon!)
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## 🙌 Contribute
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Have ideas? Found a bug? PRs and feedback are welcome. Let's build better learning tools together. 🤝
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---
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## 🎯 What is LearnFlow Agent?
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**LearnFlow Agent** is an intelligent, conversational tool that helps you figure out *what to learn next* — tailored precisely to your **age**, **background**, and **interests**.
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Powered by advanced language models and a sleek Gradio interface, it delivers a **personalized study roadmap**, helpful explanations, beginner resources, and even custom questions to test your understanding.
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---
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## 🚀 Key Objectives
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LearnFlow Agent is built to **empower learners** by:
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* 🎓 **Creating Personalized Learning Plans**
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Customized to match your educational background and interests.
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* 🧭 **Clarifying Why It Matters**
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Test yourself with grasp-check questions based on your learning path.
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---
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## 🔑 What You Get
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### 🗺️ **Personalized Study Workflow**
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Generates a structured roadmap (`study_workflow`) with 3–5 main topics and their subtopics, progressing from beginner ➝ advanced.
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### 🧠 **Meaningful Reasoning + Outcomes**
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Clearly explains:
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+
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* Why this learning path fits *you*
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* What you’ll be able to do after completing it
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### 📘 **Beginner-Friendly Resources**
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Includes 2–3 handpicked materials (YouTube, MOOCs, docs) to help you get started confidently.
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### ❓ **Grasp Check Questions**
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Provides 5–10 custom questions to assess your comprehension along the way.
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### 📊 **Visual Mermaid Diagram**
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Automatically turns your learning roadmap into an interactive diagram for visual learners.
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---
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### 5️⃣ Resources & Comprehension
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Alongside your study path, receive:
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+
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* 📚 Beginner resources
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* ❓ Smart grasp-check questions to reinforce your learning
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---
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---
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## 👤 Who Is This For?
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Whether you're:
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+
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* A **student** exploring tech,
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* A **career switcher** entering data or programming,
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* A **hobbyist** wanting structure in your learning journey…
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+
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**LearnFlow Agent** is here to guide you with confidence and clarity. 🌟
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---
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## 🧪 Future Features (Coming Soon!)
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---
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## 🙌 Contribute
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Have ideas? Found a bug? PRs and feedback are welcome. Let's build better learning tools together. 🤝
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