RAGOps Starter Kit
RAG is the go-to for generative-AI use — but is the field meeting your expectations?
Accuracy falls short
Even after tuning, answer quality stays inconsistent.
A long road to real use
It takes too long to go from build to actual business adoption.
No improvement loop
There is no mechanism to grow the system through operations.
RAGOps — stand it up on Day 1, gather field knowledge, grow it from there
Try it instantly — just upload data
- Drag and drop the PDFs you reference at work, and stand up a RAG service immediately.
Human in the loop — make it useful for the field
- Capture feedback during operations and efficiently expand the data that matters in the field.
- Build it as a data asset for future AI use cases.
Comprehensive RAG tuning options
- A broad suite of tuning capabilities — distilled from ExaWizards' delivery experience — for accuracy improvement.
Key capabilities of the RAGOps Starter Kit
PDF / Word / CSV ingestion, data cleansing, body editing and metadata registration, hybrid search, generation-model selection, test logs, user feedback, user-group-based access control, DB backup, Amazon Bedrock / Azure OpenAI Service support, SSO, multi-RAG service in one screen — every capability needed from build to operations.
Why teams choose it
① Easy to customize and extend
- The RAGOps Starter Kit itself is composed of containers, so adding or customizing parts is straightforward.
② Simple data access management
- Separate data accessible per user group for strict access control.
- For example, in an "in-house policy Q&A bot," you can split which data the bot can access for general employees vs. executives.
③ Avoid accuracy drop from data bloat
- Cramming a single RAG service with too many documents drops accuracy.
- Easily run multiple RAG services per topic, so data bloat does not erode quality.
④ Field-tested know-how baked in
- Distilled from RAG-build engagements with major enterprises.
- Practical capabilities — easy advanced preprocessing, chunk-editing — are rolled out continuously.
Contact
For a more detailed walkthrough of the RAGOps Starter Kit, please reach out.