Sending sensitive corporate documents to 3th AI APIs introduces severe data privacy and intellectual property risks. This technical guide explains how to construct a fully local, secure, and cost-effective Retrieval-Augmented Generation (RAG) pipeline. Learn how to parse local documents, generate vector embeddings, and interact with your data privately using Ollama, Python, and ChromaDB. #LocalLLM #Ollama #RAG #ChromaDB #Python #GenerativeAI #DataPrivacy #DataSecurity #VectorDatabase #AI
Introduces severe data privacy and intellectual property risks. This technical guide explains how to construct a fully local, secure, and cost-effective Retrieval-Augmented Generation (RAG) pipeline. Learn how to parse local documents, generate vector embeddings, and interact with your data privately using Ollama, Python, and ChromaDB. #LocalLLM #Ollama #RAG #ChromaDB #Python #GenerativeAI #DataPrivacy #DataSecurity #VectorDatabase #AI