Develop an AI Coach for Personalized Learning Through Interaction with Digital Product School Knowledge-Base

[afiDPS]

Overview:

We are building an Agentic AI Coach to help participants of the Digital Product School have a personalized learning experience by interacting with the knowledge-base. The knowledge-base includes a mix of resources such as PDFs, videos, YouTube content, Notion documents, and selected websites. The AI Coach will act as a learning assistant, enabling participants to ask questions and receive accurate, contextual answers from the knowledge-base, enhancing their learning experience.

The goal of this issue is to develop a Knowledge-Base AI Coach that:

• Allows participants to ask questions about topics within the Digital Product School knowledge-base.
• Provides accurate answers by retrieving relevant information from the knowledge-base, including PDFs, videos, YouTube content, Notion pages, and selected websites.
• Offers a personalized learning journey by understanding user needs, preferences, and progress, and providing tailored suggestions for further learning.

Requirements:

1. Knowledge-Base Integration:
   • Integrate with various formats in the knowledge-base, including PDF documents, video content (e.g., YouTube), Notion pages, and websites.
   • Use OCR and video transcription tools to convert content into searchable text where needed.
2. Question Answering System:
   • Develop an NLP-based system to understand user questions and retrieve the most relevant information.
   • Use semantic search techniques to find answers across different formats and sources.
   • Provide contextual and concise responses that directly address user queries.
3. Personalized Learning Assistance:
   • Track user interactions to understand learning preferences and suggest additional relevant content.
   • Offer follow-up questions and learning paths to encourage deeper understanding of topics.
   • Generate a learning summary based on user activity, including topics covered and suggestions for next steps.

Expectations:

• A working model that can analyze the knowledge-base and return detailed, contextual answers.
• Code documentation explaining how to integrate the Knowledge-Base AI Coach into our existing Agentic AI Coach framework.

Related Links:

• Notion API Documentation - for integrating with Notion content.
• YouTube Data API Documentation - for retrieving video content.

Note:
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Support:
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