VoltOps RAG
Give Your Agent a Knowledge Base
Upload docs, connect your agent, and start querying. No vector database setup required.
Upload Your Docs
Drop your files and start querying. Supports PDF, DOCX, DOC, PPTX, PPT, XLSX, XLS, CSV, HTML, HTM, XML, MD, MDX, TXT, JSON, VTT, and PROPERTIES. You can also sync from Notion or crawl websites.
One Line to Add RAG
Set retriever on your agent for automatic context injection, or add retriever.tool to let the LLM decide when to search. Both options work with a single line of code.
Automatic Chunking
Documents are automatically chunked and embedded. Configure chunk size and overlap if needed, or use the defaults.