YtNotes Studio | Rag App for Youtube | RAG project

Hello Everyone 👋

While learning the Machine Learning and The Deep Learning i tried my hands on the RAG(Retrieval-Augmented Generation). Where we take our data and convert and store in Vectordatabase. After that from the context of the User's Question the data is sended to the LLM. And the LLM replies on our data.

Now For this project i used the fallback mechanism for LLM APIs call. Firstly the request will go to the Google Gemini APi, it the rate limit is exceeded or other error happened then the llama is called through the groq api.

Tried to do some frontend in the React, tried to implement the responsive design for all kind of ScreenSize .Backend is in FastAPI. for the Database and vector Db i used the mongodb.

Github Link : Cooming soon
Live Preview: Comming soon

#rag #ai #machinelearning #deeplearning #artificialintelligence #computerscience #fastapi #gemini #grok

Видео YtNotes Studio | Rag App for Youtube | RAG project канала Bhimani Bhavik