The problem LimeAi solves

Problem: Traditional education is one-size-fits-all, but every student learns differently. Study tools are scattered, expensive, and lack personalization, making learning inefficient.

Solution: LimeAI brings everything into one platform—notes, AI summaries, a chatbot for doubts, diagram visualization, and podcasts—making learning smarter, structured, and truly personalized.

Challenges we ran into

1. Generating a Podcast from a PDF
   Challenge: Converting a PDF document into an audio podcast.
   Solution:
   Extracted text from the PDF.

Sent the extracted text to the DeepSeek API for processing.

Used a text-to-speech model with two different voices to generate the podcast.

2. Generating a Flowchart
   Challenge: Creating a visual flowchart from structured text.
   Solution:
   Used DeepSeek to generate Mermaid.js code.

Passed the Mermaid.js code to a renderer to convert it into a flowchart.

3. Text Summarization
   Challenge: Obtaining an accurate and concise summary from an AI model.
   Solution:
   Applied advanced prompt engineering techniques to refine the AI's response and extract a high-quality summary.