TOS Vectors - Vector Storage and Similarity Search
A comprehensive Claude Agent Skill for managing vector storage, indexing, and similarity search using TOS Vectors service - a cloud-based vector database optimized for semantic search, RAG systems, and recommendation engines.
🚀 Manage vector storage and similarity search effortlessly with TOS Vectors, a cloud-based vector database built for AI. This skill enables Claude to create and manage vector buckets, build custom indexes, and perform powerful semantic searches. Perfect for building intelligent retrieval systems that understand meaning, not just keywords.
💡 Ideal for semantic search, retrieval-augmented generation (RAG), recommendation engines, and image similarity matching. Whether you're building document search systems or AI-powered product recommendations, TOS Vectors handles the heavy lifting with batch operations and flexible metadata filtering.
✨ Enjoy seamless integration with support for up to 4096-dimensional vectors, efficient batch processing, and multi-region deployment across Beijing, Shanghai, and Guangzhou for optimal performance.
Requirements
TOS Vectors API access key for authentication
TOS Vectors API secret key for authentication
TOS Vectors account ID
Python SDK for TOS Vectors service (Python 3.7+)