Generate vector knowledge base or a knowledge graph based on your needs.
Upload files, crawl websites, or use our integrations to connect data sources.
Chat with it to ensure accuracy and consistency, and deploy RAG to your AI apps - it's that simple!
Getting your RAG solution production-ready takes time away from other tasks and features you could be working on.
Cloud computing services, storage, server costs... it all adds up.
RAG solutions typically require 2-3 engineers to maintain over time.
Saves you weeks of work. Embrace fast prototyping.
Empowers knowledge owners to regain control, while freeing developers from maintenance tasks.
Tweak your chunking strategy, toggle on/off re-ranking - the choice is yours.
Choose to index your knowledge with a vector database or graph database with LightRAG.
Slashes 70% of the costs compared with GraphRAG, while achieving on-par or better results.
Streamline research with an AI assistant that retrieves insights from your documents and data.
Automate the extraction of key insights from SEC filings, earnings reports, and other regulatory documents.
For exploring Ragdoll AI
Production ready for projects and teams.
Designed for scale.
Ready to enhance your AI application with RAG capabilities?
Join Alpha Program