Ragly turns email into a question portal for your docs.
Email and API endpoints for your vector store. Ask from the inbox, ingest by sending attachments, or call a clean endpoint to retrieve answers with citations.
Works with your existing docs. No new tools for your team.
Ragly snapshot
Q&A endpoint
"Can contractors roll PTO?" -> "Yes, 5 days max."
Email ingest
attachments -> "3 docs added to Acme KB"
API retrieval
POST /retrieve -> JSON + sources
Interactive demo
One surface, three ways to get answers.
Pick a mode and see what Ragly sends back. No noisy cards, just the flow.
Questions in. Answers out. No new tools.
- Ask from any inbox with a friendly subject line.
- Ragly runs vector search and replies with citations.
- Great for HR, policies, handbooks, and FAQs.
"If I take 3 days off in December, do they roll over?"
How it works
Four steps from docs to answers.
Create a store
Spin up a vector store for your docs in minutes.
Add docs
Upload files or email attachments to keep it current.
Create endpoints
Email Q&A, email ingest, and a retrieval API.
Ask or call
Ragly retrieves and returns grounded results.
Use cases
Real workflows, fewer tabs.
Pick a scenario and Ragly keeps answers consistent wherever your team works.
HR / Policy Q&A
Instant answers from handbooks with citations.
Sales enablement snippets
Pull pricing and positioning into email replies.
Internal runbooks
Ops teams ask once, Ragly answers with sources.
Project documentation
Keep specs, notes, and docs searchable by inbox.
Customer support macros
Generate consistent replies with grounded facts.
Personal research vault
Drop papers in, ask questions later.
Control & trust
Built for teams who need guardrails.
Ragly keeps permissions tidy, so askers and ingesters never collide.
Sender allowlist
Only approved senders can ask or ingest.
Separate permissions
Control who can ask questions vs add docs.
Audit trail
Track every doc add and query event.
FAQ
Quick answers before you ask.
- What is a vector store?
- A vector store is a searchable index of your docs, optimized for semantic retrieval.
- Do I need to be technical?
- No. If you can send an email, you can use Ragly. The API is there for builders.
- Can I control who can email or call and who can add docs?
- Yes. Allowlist who can ask and separately control who can ingest.
- What file types are supported?
- PDF, DOCX, TXT, and more common document formats.
- Is this email-only?
- Email plus API today. More channels are on the roadmap.
- Where do answers come from?
- Your docs, with sources listed in every response.