home/categories/nosql-databases/muhammad-anas35-genai-book-claude-skills-qdrant-vectordb-skill-md
nosql-databasesdatabases

qdrant-vectordb

Use when working with Qdrant vector database for semantic search and RAG. Covers collection setup, embedding generation, vector upsert/search, HNSW indexing, filtering, and integration with OpenAI embeddings for textbook content retrieval.

muhammad-anas35
maintainer
muhammad-anas35
업데이트됨 1/16/2026
스타
0
포크
0
quick start

Installation and usage

Use when working with Qdrant vector database for semantic search and RAG. Covers collection setup, embedding generation, vector upsert/search, HNSW indexing, filtering, and integration with OpenAI embeddings for textbook content retrieval.

설치
$ install --globalskills.sh
사용법

설치 후 터미널에서 다음 명령을 실행하여 이 스킬을 사용할 수 있습니다:

skills use qdrant-vectordb