Qdrant

Qdrant is an open-core vector database focused on performance, filtered search, and easy ops (Rust). Popular for production RAG with rich payload filtering. Use when you need a dedicated vector service for agent retrieval. 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/ 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 ONLY the shared/ folder within VSCode and in the Extensions Marketplace find CodeTogether Live. Install it. Inside the extension, you'll have to click on 'Host New Session' and then 'Start'. You now have a link in your clipboard, which you should share with the candidate. Don't forget to run npm run vite.dev inside.