Ragie provides a turnkey RAG-as-a-service platform that ingests enterprise data from sources like Google Drive, Notion and Confluence and optimizes it for vector retrieval. The platform extracts context from text, images, charts and tables, chunks and encodes content into vectors, and builds multiple indexes (chunk, summary and hybrid) to improve retrieval. Ragie layers LLM-based re-ranking on retrieved results to increase relevance and reduce hallucination risk. The company emphasizes a managed, programmatic interface so developers do not need to assemble separate pipeline components. Ragie offers a free developer plan and a flat $500/month production tier (with enterprise pricing discussions for customers exceeding 3,000 documents). Its technology is already in use as a core element of the Glue AI chat platform, which launched in May, and the team launched Ragie after Glue approached the founders about their RAG work.

Total raised

$6M

Funding rounds

1

Latest round

Seed

Latest activity

Aug 2024