The custom "Read & Chunk" component to preprocessing PDF files, splitting pages to sentence and them merge them into chunks for embedding and indexing. MongoDB to perform vector similarity and keyword ...
Artificial intelligence (AI) is no longer limited to tech labs. OpenAI launched ChaGPT in 2022. Since then AI chatbots have become mainstream with big.
A powerful local RAG (Retrieval Augmented Generation) application that lets you chat with your PDF documents using Ollama and LangChain. This project includes multiple interfaces: a modern Next.js web ...