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A Retrieval-Augmented Generation (RAG) chat app was developed using Python, combining Reflex, LangChain, Ollama, FAISS, and Hugging Face. It retrieves context from a pre-indexed dataset, feeds it to a local language model, and displays answers via a web interface. Key components include data processing, embedding generation, vector store creation, and LLM setup. The app showcases RAG's ability to improve language...

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Code a Dropbox Clone with NextJS

A new course on freeCodeCamp's YouTube channel teaches full-stack development by building "Droply," a Dropbox-inspired app. Students learn to use Next.js, Clerk, Neon, Drizzle ORM, ImageKit, Zod, React Hook Form, and Hero UI. The...