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.
maintainer
muhammad-anas35
اپ ڈیٹ ہوا 1/16/2026
اسٹارز
0
فورکس
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.
انسٹالیشن
$ install --globalskills.sh
استعمال
انسٹال کرنے کے بعد، آپ یہ اسکل ٹرمینل میں درج ذیل کمانڈ چلا کر استعمال کر سکتے ہیں:
skills use qdrant-vectordb