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If you are building AI applications, RAG (Retrieval-Augmented Generation) pipelines, or just need a powerful search engine, you need a Vector Database. While services like Pinecone are great, they get expensive.
ChromaDB is a powerful open-source embedding database, essential for building AI applications involving semantic search, retrieval-augmented generation (RAG), and more. While Chroma offers a managed service, self-hosting provides greater control, privacy, and potentially...
This guide details how to install the Qdrant vector database on an Oracle Cloud Infrastructure (OCI) ARM Ampere VM running Ubuntu 24.04. We’ll use Docker Compose for easy management, Caddy as a secure reverse proxy with automatic SSL, and store Qdrant’s data on a...