Text Highlight PDF

Inspiration

As we are students, we often have to read a lot of PDFs. We often find ourselves highlighting important text in the PDFs. but the problem is that resources are a lot and we can't highlight all the text. So we thought of creating a tool that can highlight the text in the PDFs for us.

What it does

we have created a tool that can highlight the important text in the PDFs. It can highlight the text in the PDFs.

How we built it

we have used Langchain in collaboration with Gemini API to create this tool. We have used the Langchain to extract the text from the PDFs, splitting it into chunks, creating a vector database of the text, and then using the Gemini API to summarize the text in the PDFs. and pass the summarized text to the Langchain to highlight the text in the PDFs.

Challenges we ran into

We have faced a lot of challenges in this project. The main challenge was to extract the text from the PDFs and then highlight the text in the PDFs. We used Langchain to extract the text from the PDFs and then used the Gemini API to summarize the text in the PDFs. and then pass the summarized text to the Langchain to highlight the text in the PDFs.