data integration

Build a private, on-prem AI knowledge base from the Linux CLI with a minimal, reproducible RAG pipeline: convert scattered docs (PDFs, Office, images via OCR, HTML/Markdown) to text, chunk and embed with Sentence Transformers, index with FAISS, and query via a simple CLI or pipe context to a local LLM (Ollama). The guide covers installs, automation with cron/systemd, practical use cases, and troubleshooting.

Discover the power of automating cross-cloud data migration using Linux Bash in this guide. Learn to utilize tools like Rsync, AWS CLI, Google Cloud SDK, and Azure CLI for transferring data between AWS, Google Cloud, and Azure. The guide covers preparation, security, downtime planning, and cost considerations to ensure smooth, efficient migrations.