Zilliz

Build AI applications with vector search, RAG, and semantic search using Milvus

Semantic memory search plugin for Claude Code — markdown-first, backed by Milvus

Core tools: pilot (main controller), embedding, chunking, indexing, rerank, ray, local-setup

RAG solutions: basic RAG, rerank, agentic, multi-hop

Long-term memory for chatbots and AI assistants

Text search: semantic, filtered, hybrid (BM25 + vector), multi-vector

Multimodal search: image, text-to-image, video, multimodal RAG

Recommendation: item-to-item similarity, user-to-item personalization

Data analytics: duplicate detection, clustering

Automatic semantic memory for Claude Code — remembers what you worked on across sessions