dephinate/geminidynamo

Dynamo is an AI enabled tool that generates transcripts from YouTube Videos.

QuizMaster

YouTubeFlashCard is an AI tool that generates flashcards by extracting key concepts, terms, and definitions from YouTube videos using gemini 1.5 pro at 95% lower cost and 90% lower processing time.

Table of Contents

• Overview
  • Brief Description
  • Technologies Used
  • Target Audience
  • Project Status
  • Future Plans
• Installation
• Usage
• Model and Data
• How to authenticate GCP to access APIs?
• Contributing
• Acknowledgments
• Contact

Overview

YouTubeFlashCard is an AI tool that generates flashcards by extracting key concepts, terms, and definitions from YouTube videos using gemini 1.5 pro at 95% lower cost and 90% lower processing time.

Brief Description

QuizMaster is an AI powered quiz generator that can generate and assess Quizzes from any educational document with ease. User can upload any number of pdfs and enter the topic to generate quizzes and give the assessment. Say goodbye to manual quiz creation and hello to automated, efficient learning.

Technologies used

• Langchain, GCP, VertexAI, Gemini 1.5, React, HuggingFace

Target Audience

• Students
• Teaching Assitants
• Professors
• Educators
• E-Learning Platforms

Project Status

• Phase 1 : Currently the project works only for videos with transcripts.

Future Scope

• Extend the capabilities of the the application to support videos with and without timestamps and allow users to put timestamps.

Installation

** Python 3.10**

1. Clone this repository to your local machine using:

   $ git clone https://github.com/Dephinate/GeminiDynamo.git
   $ cd your_project

2. Create a conda environment and install dependencies

   $ pip install -r requirements.txt

Usage

1. Need to first perform google authentication to use Gemini pro from Vertex AI.
2. Open two terminals.
3. Copy the following command in terminal 1:

   $ cd frontend/dynamocards/
   $ npm run dev

4. Copy the following command in terminal 2:

   $ cd backend/
   $ python main.py

Model and Data

LLM uses: Gemini 1.5 Pro from Vertex AI

How to authenticate GCP to access APIs?

Watch the video : https://www.loom.com/share/fa6cd412c1274683a0ebab5a43b09597?sid=bff89143-0997-426d-81ee-c3f0feea549f

Acknowledgments

https://www.linkedin.com/in/mikhail-ocampo/

https://python.langchain.com/v0.1/docs/get_started/introduction/

https://python.langchain.com/v0.1/docs/integrations/vectorstores/chroma/

https://python.langchain.com/v0.1/docs/expression_language/

https://colabdoge.medium.com/what-is-rag-retrieval-augmented-generation-b0afc5dd5e79

https://www.hopsworks.ai/dictionary/vector-database

Contact

[LinkedIn] (https://www.linkedin.com/in/vks2102/)