Building an AI-Powered Bookmark Search Engine
generated by meta ai Building an AI-Powered Bookmark Search Engine To create an intelligent bookmark search engine, we will combine Graph-based relationships, AI embeddings, RAG (Retrieval-Augmented Generation), and an agent-based system . Below is a step-by-step breakdown: 1. Data Collection & Storage Your bookmarks contain: ✅ URLs (the actual web link) ✅ Titles (name of the page) ✅ Descriptions & Metadata (from the page or manually added) ✅ Categories/Tags (optional user-defined organization) ✅ Thumbnails (if applicable) Solution Approach: Store bookmarks in a structured graph database (like Neo4j) or vector database (like ChromaDB, Weaviate, Pinecone). Index metad...