Represent, send, store and search multimodal data

A lightweight semantic image search engine for cats and dogs, built using Hugging Face image encoders and DocArray.

A production-ready Flask web application that enables natural language question-answering over PDF documents using Retrieval Augmented Generation (RAG) powered by LangChain, semantic embeddings, and LLM APIs.

audio transcription and full-text search

This repo will help to understand how you can use LLM to chat with your given pdf or pdfs