Qdrant alternatives

The 12 products closest to Qdrant in what they do and who they're for, best match first.

HelixDB — Combines graph, vector, and full-text search in one engine. (Code, Free)
TurboVec — Fits a 10 million document corpus in 4 GB of RAM and searches faster than FAISS. (Code, Free)
seekdb — Unifies relational, vector, and text data for production-grade AI agents. (Code, Free)
SeekStorm — It delivers sub-millisecond lexical and vector search performance in Rust. (Search, Free)
zvec — It is a pure local, serverless vector database providing fast hybrid search. (Code, Free)
Weaviate — Stores data objects and vectors for semantic and hybrid search capabilities. (Code, Freemium)
Quivr — It provides a pre-built RAG infrastructure for rapid application integration. (Code, Free)
USearch — It uses SIMD instructions and optimized concurrency to outperform FAISS. (Code, Free)
Chroma — Object storage architecture with automatic query-aware data tiering and caching. (Code, Freemium)
Qoder — It features deep codebase awareness, autonomous coding agents, and cross-platform support. (Code, Freemium)
Grit — Automates large-scale code refactoring and migration tasks efficiently. (Code, Freemium)
RuVector — Provides persistent vector retrieval, graph relationships, and local decision making in Rust. (Search, Free)