AI Search Guide 2026: Fuzzy vs Vector Search EXPOSED

Search is no longer just about matching keywords. In this video, we break down the difference between Fuzzy Search and Vector Search (Semantic Search) — and explain exactly when to use each one. You’ll learn: What fuzzy search is (Levenshtein distance & typo tolerance) What vector search is (embeddings & cosine similarity) Why keyword search fails in modern AI systems When to use fuzzy search vs vector search How hybrid search (BM25 + vectors) powers modern RAG systems Real-world examples from e-commerce, chatbots, and AI applications If you're building: AI chatbots RAG systems Sea…