Voiceflow & Qdrant: Powering No-Code AI Agent Creation with Scalable Vector Search - Qdrant

What this post added

This post details how Voiceflow integrated Qdrant into their no-code AI agent creation platform. Key technical contributions include Voiceflow's migration from Pinecone to Qdrant due to scaling capabilities and infrastructure support, their RAG pipeline setup involving data upload, ingestion strategies, and metadata tagging, and their specific usage of Qdrant features like Product Quantization and chunking search. They also highlight the architectural choice of node pools for multitenancy and the use of Private Link for security compliance.