RAG-as-a-Service · Memory for AI Agents
Give your AI agents persistent, searchable memory. Upload documents, ask questions, get answers with hybrid semantic search.
SECURE
Data is AES-256 encrypted, isolated and protected
RRF
Hybrid Reranking
BM25
Full-text Search
RE-RANKER
Highest retrieval accuracy by reranking search results
Why RigRAG
Vector similarity + BM25 full-text search combined via Reciprocal Rank Fusion for best-in-class retrieval accuracy.
Upload PDF, DOCX, PPTX, XLSX, Markdown, and plain text. Documents are parsed, chunked, and embedded automatically.
Organize knowledge into isolated spaces. Assign spaces to agents for scoped, relevant memory retrieval.
Fine-grained retrieval with Cohere Rerank models. Re-score candidates after hybrid search for maximum relevance precision.
Row-level security, AES-256 encryption, per-user isolation, encrypted API keys. Your data stays yours.
Connect AI agents via the Model Context Protocol — no glue code needed. Also exposes a full REST API for custom integrations and any agent framework.
Pipeline
01
Organize your knowledge into isolated memory spaces for different agents or domains.
02
Upload files or paste text. We parse, chunk with markdown-aware splitting, and embed everything.
03
Use the API or MCP to give your agent access to search, retrieve, and store memories.
04
Hybrid search combines vector similarity and keyword matching for precise, relevant results.
Pricing
Credits make costs predictable: uploads are charged when you add knowledge, searches are charged when your agents retrieve it.
Free
€0.00 /mo
For prototypes and early experiments.
Pro
Coming Soon€19.99 /mo
For builders shipping useful agents.
Estimate your first month
200
150
Uploads are a one-time charge when you add documents. Searches use credits as your agents retrieve answers.
One-time upload
200
Monthly search
150
Suggested tier
Free
Required credits
350
What counts as a page? ~500 tokens of extracted text. A typical A4 page is usually close to one page here.
What happens later? Your stored pages stay available. Re-embedding or uploading new documents uses upload credits again.
Give your AI agents the memory they deserve. Start with the free tier and scale as you grow.
Get Started Free →