docarray

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.

audio transcription and full-text search

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.

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