DeepFryr
Source-backed answers over difficult documents, with citations and provenance.
At a glance
- Deployment
- Automated · typically a few minutes
- Backups
- Daily snapshots · 30-day retention
- Updates
- Tested channel · staged updates with rollback
- Custom domain
- Included
- Model API
- Billed by your provider
What DeepFryr is for
DeepFryr is QIOI's trusted-knowledge engine for hard source material — manuals, permits, codes, and technical records. It returns answers backed by sources, with confidence levels and conflict detection.
It is the knowledge layer beneath vertical products like VeCondo, and it can be deployed for your own domain through QIOI.
Best for
- Domain teams
- Technical operations
- Vertical products
Support boundary
QIOI operates the DeepFryr instance and storage. Document preparation beyond package limits is a separate service.
What QIOI manages
Standardized operations applied to every instance of this template.
Included
- DeepFryr RAG engine instance
- Vector storage
- Citation and provenance tracking
- Custom domain and SSL
- Daily backups
Not included
- Large-scale document cleanup
- Third-party model API usage
- Custom schema development beyond templates
Recommended plan
This template runs comfortably on the AI-Ready profile. You can size up at any time.
- vCPU
- 4
- Memory
- 8 GB
- Storage
- 160 GB SSD
- Transfer
- 6 TB
- Backup allocation
- 80 GB
Deployment configuration
A preview of the choices you make before launch. Live configuration happens in the deploy wizard.
Product interface previews are shown as clearly-labelled conceptual diagrams until real instance screenshots are available — QIOI does not publish mock interfaces presented as real.
DeepFryr questions
- Does it show where answers come from?
- Yes. Every answer carries citations, provenance, and a confidence level, with conflict detection across sources.
- Can humans review before answers are published?
- DeepFryr supports human-review workflows for consequential or low-confidence responses.
Deploy DeepFryr without the setup.
Choose a plan and region, connect your model provider if needed, and QIOI provisions, secures, and monitors the instance.