image-to-text-app

A FastAPI-based REST API service that provides OCR (Optical Character Recognition) for images, RAG (Retrieval-Augmented Generation) for PDF documents, and Speech-to-Text conversion for audio files. Built with PaddleOCR, LangChain, OpenAI Whisper, Qdrant vector search, and asynchronous job processing via Dramatiq and Redis.

GitHub

Official source

Start locally with the CLI guide