A seamless migration with lasting impact.

Vambe builds AI-powered sales and support assistants that help businesses automate customer conversations across channels like WhatsApp, Instagram, and web chat. After needing a new RAG platform, the team migrated to Ragie in less than a day. The switch immediately improved retrieval accuracy and reduced hallucinations, giving Vambe a faster, more reliable foundation to scale its AI products.
“The migration to Ragie happened quickly and smoothly in less than one day of developer hours. Ragie’s embedding proc ess is simply superior to other solutions we’ve tried. Our AI agents began performing significantl y better almost immediately after the transition, an improvement that our clients noticed as well.”

Matias Perez Pefaur
Co-Founder & Chief AI Officer
Better accuracy and control. Made possible with Ragie.
Reranker
Better retrieval for every assistant
Vambe uses Ragie's reranking engine to ensure the most relevant content surfaces first in search results. By automatically prioritizing the best information, reranking reduces hallucinations and improves the accuracy and quality of AI responses for customers.
Reranker
Flexible filtering for precise context control
Vambe uses Ragie's retrieval filters to define exactly which data sources each AI assistant can access. This enables precise segmentation by source and scope, ensuring assistants only retrieve information relevant to their specific function.