AI Project: Scaling RAG with Pinecone (Cloud Vector Databases)
We built a RAG chatbot using FAISS, which runs locally. That works for 1,000 documents. But what if you have 100 million? You need a…
AI Project: Build a Simple RAG Chatbot (Hugging Face & FAISS)
This is the most important AI project of the “2026 Vision.” Building a Python RAG Chatbot is a practical example of how RAG (Retrieval-Augmented Generation)…
AI Project: Create Text Embeddings with Hugging Face (Sentence Transformers)
This is one of the most powerful concepts in modern AI. In particular, Hugging Face Text Embeddings are an innovative way to use embeddings today….
