Post by LlamaIndex

Some teams are throwing out vector databases for pure grep. Others are betting everything on embeddings. Who's right? Neither. It's a false binary. Pure semantic search dead-ends the moment an answer spans chunks, and brute-force crawling a corpus file-by-file torches latency and token budgets. You need a full retrieval harness. We've built this harness into LlamaParse Index, orchestrating semantic search, server-side grep, and file-level navigation in a single reasoning loop. Join our Head of Engineering George He on June 30 for a look under the hood: the architecture decisions, the dead ends, and a live multi-index demo. Register here: https://lnkd.in/g2Ri5cb7