Let's Transform Ideas into Reality

Implementation of RAG method to perform question answering on PDF documents. HuggingFace embeddings in addition to the Groq API were used for efficient and accurate information retrieval. Session management was done to ensure embeddings are computed once per document upload to optimize performance by avoiding redundant computations.

Development of Web App that uses open source LLMs to answer user queries based on its own knowledge as well as any reference provided in the form of external webpages.

"Forecasting the Future: Utilizing LSTM for Next-Word Prediction in Natural Language Processing."