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
更新日 1/16/2026
スター
0
フォーク
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.

インストール
$ install --globalskills.sh
使い方

インストール後、ターミナルで以下のコマンドを実行してこのスキルを使用できます:

skills use qdrant-vectordb