Build Smarter AI with
Open-Source RAG-as-a-Service
Connect your app to user data in minutes with self-hostable RAG pipelines. Harness AI-powered retrieval with enterprise-grade scalability.
Ingest & Connect
Seamlessly integrate with data sources using our pre-built connectors. Automatically sync documents from Google Drive, Dropbox, AWS ( more will add soon ).
More soon..
Chunk & Index
Automated document processing with AI-powered chunking, OpenAI embeddings, and hybrid indexing in Qdrant vector storage.
Intelligent Retrieval
Powerful API endpoint with hybrid search, LLM re-ranking, and flexible filtering for precision results.
POST /api/retrievals
"query": "AI security best practices",
"top_chunk": 5,
"rerank": true,
"filter": {
"source": "google-drive"
}Cloud Version
Hosted solution, No setup required
Scalable
Qdrant Vector Engine
Multi-source
PDFs
Self-host
Docker Support
Powered by Modern AI Stack
Dcup combines cutting-edge technologies to deliver production-ready RAG capabilities. Built on OpenAI for intelligence, Qdrant for speed, and Redis for reliability.
OpenAI
AI Processing
Advanced embeddings and query expansion using text-embedding-3 model
Qdrant
Vector Engine
Blazing-fast vector similarity search at scale
Redis
Real-time Cache
Metadata storage and low-latency retrieval caching