// Search & vector stores
qdrantv1.19.2
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Open source Maintained For agents
OFFICIAL DOWNLOADDirect official link
v1.20.0 · 2026-10-22
Download Windows · x6429.4 MB · qdrant-x86_64-pc-windows-msvc.zip Download Mac · Apple silicon27.7 MB · qdrant-aarch64-apple-darwin.tar.gz Download Mac · Intel30.4 MB · qdrant-x86_64-apple-darwin.tar.gz Download Linux · x6434.4 MB · qdrant-x86_64.AppImage
Every button links straight to the official file (github.com). AIMap does not host or modify installers. Checked 2026-10-23. All files, checksums & install steps →
IN ONE PARAGRAPH
qdrant is qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/.
Good for: Developers who want their agent (Claude Code, Codex, Cursor…) to search & vector stores.
01How to start
- 1Read the official README for requirements and permissions.
- 2Install it as the official guide describes.
- 3Tell your agent the command exists (e.g. in AGENTS.md / CLAUDE.md) so it knows when to call it.
02Alternatives & comparison
Compare side by side → weaviate Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database. ★ 17k infinity The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text. ★ 4.7k lancedb Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less. ★ 12k meilisearch A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications. ★ 60k llm-app Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more. ★ 59k