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Update README.md

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@@ -9,10 +9,12 @@ app_file: app.py
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  pinned: true
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  license: mit
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  short_description: Imagine having a smart educational guide right at your side.
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- tags: [agent-demo-track]
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  ---
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- ![LearnFlow Banner](https://github.com/subham73/LearnFlow/blob/main/assets/Slide2.JPG)
 
 
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  ## πŸŽ₯ [Watch the LearnFlow Usecase Video](https://youtu.be/2UTir0MX0kU)
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  # πŸ“‘ LearnFlow Agent
@@ -22,7 +24,7 @@ tags: [agent-demo-track]
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  **LearnFlow Agent** is an intelligent, conversational tool that helps you figure out *what to learn next* β€” 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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  ## πŸš€ Key Objectives
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  LearnFlow Agent is built to **empower learners** by:
@@ -35,13 +37,12 @@ LearnFlow Agent is built to **empower learners** by:
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  Handpicked beginner-friendly content like courses, videos, and books.
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  * 🧩 **Ensuring You Understand**
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  Test yourself with grasp-check questions based on your learning path.
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- ---
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  ## πŸ”‘ What You Get
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  ### πŸ—ΊοΈ **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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  ### πŸ“˜ **Beginner-Friendly Resources**
@@ -50,7 +51,7 @@ Includes 2–3 handpicked materials (YouTube, MOOCs, docs) to help you get start
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  Provides 5–10 custom questions to assess your comprehension along the way.
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  ### πŸ“Š **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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  ## πŸ”Œ Integrations & Stack
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  | Component | Description |
@@ -60,7 +61,6 @@ Automatically turns your learning roadmap into an interactive diagram for visual
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  | πŸ’‘ **Gradio Interface** | Simple, modern UI for input/output, diagrams, and feedback |
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  | πŸ“ˆ **MermaidJS** | Converts study workflows into clear visual diagrams |
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- ---
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  ## πŸ” How It Works
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@@ -100,27 +100,20 @@ Whether you're:
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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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  ## πŸ§ͺ Future Features (Coming Soon!)
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  * 🌍 Multi-language support
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  * πŸ§‘β€πŸ« Tutor Mode with progress tracking
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  * πŸ”— Resource bookmark sync
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  * 🧠 AI-powered concept explanation on hover
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- ---
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  ## πŸ› οΈ Tech Stack
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  * `Python` + `Gradio` + `Pydantic`
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  * `OpenAI` + `SambaNova`
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  * `MermaidJS` for diagrams
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- ---
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  ## πŸ“Ž License
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  MIT License
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- ---
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  ## πŸ™Œ 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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-
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- ---
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- tags:
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- - sambanova
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- ---
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  pinned: true
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  license: mit
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  short_description: Imagine having a smart educational guide right at your side.
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+ tags: [agent-demo-track, sambanova]
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  ---
14
 
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+
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+ ![LearnFlow Banner](https://raw.githubusercontent.com/subham73/LearnFlow/main/assets/Slide2.JPG)
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+
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  ## πŸŽ₯ [Watch the LearnFlow Usecase Video](https://youtu.be/2UTir0MX0kU)
19
 
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  # πŸ“‘ LearnFlow Agent
 
24
 
25
  **LearnFlow Agent** is an intelligent, conversational tool that helps you figure out *what to learn next* β€” tailored precisely to your **age**, **background**, and **interests**.
26
  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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+
28
  ## πŸš€ Key Objectives
29
 
30
  LearnFlow Agent is built to **empower learners** by:
 
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  Handpicked beginner-friendly content like courses, videos, and books.
38
  * 🧩 **Ensuring You Understand**
39
  Test yourself with grasp-check questions based on your learning path.
40
+
41
  ## πŸ”‘ What You Get
42
  ### πŸ—ΊοΈ **Personalized Study Workflow**
43
  Generates a structured roadmap (`study_workflow`) with 3–5 main topics and their subtopics, progressing from beginner ➝ advanced.
44
  ### 🧠 **Meaningful Reasoning + Outcomes**
45
  Clearly explains:
 
46
  * Why this learning path fits *you*
47
  * What you’ll be able to do after completing it
48
  ### πŸ“˜ **Beginner-Friendly Resources**
 
51
  Provides 5–10 custom questions to assess your comprehension along the way.
52
  ### πŸ“Š **Visual Mermaid Diagram**
53
  Automatically turns your learning roadmap into an interactive diagram for visual learners.
54
+
55
  ## πŸ”Œ Integrations & Stack
56
 
57
  | Component | Description |
 
61
  | πŸ’‘ **Gradio Interface** | Simple, modern UI for input/output, diagrams, and feedback |
62
  | πŸ“ˆ **MermaidJS** | Converts study workflows into clear visual diagrams |
63
 
 
64
 
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  ## πŸ” How It Works
66
 
 
100
  * A **hobbyist** wanting structure in your learning journey…
101
 
102
  **LearnFlow Agent** is here to guide you with confidence and clarity. 🌟
103
+
104
  ## πŸ§ͺ Future Features (Coming Soon!)
105
  * 🌍 Multi-language support
106
  * πŸ§‘β€πŸ« Tutor Mode with progress tracking
107
  * πŸ”— Resource bookmark sync
108
  * 🧠 AI-powered concept explanation on hover
109
+ *
110
  ## πŸ› οΈ Tech Stack
111
  * `Python` + `Gradio` + `Pydantic`
112
  * `OpenAI` + `SambaNova`
113
  * `MermaidJS` for diagrams
114
+
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  ## πŸ“Ž License
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  MIT License
 
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  ## πŸ™Œ 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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