Monoshiri AI RAG Features
Add your documents and you get a RAG that answers with its sources. Here are 7 features, including a design that doesn't rely on vector search, LINE/Slack/MCP integrations, and folder permissions.
Drag & Drop Upload
Supports all formats including PDF, Word, Excel, PowerPoint, and images. Just drag and drop to upload. No complex setup required.
- Supported formats: PDF, DOCX, XLSX, PPTX, HTML, CSV, TXT, JPG, PNG
- 30MB max per file
- Automatic text extraction
- Automatic file size & format validation
Ask AI (navigation-based RAG)
The AI follows a table of contents of your documents (the skill tree), reads the documents it needs, and answers. For things your documents don't cover, it is designed to answer "This is not stated in the documents" rather than guess.
- Gathers sources by following the table of contents, without vector search
- Optimized for Japanese
- Free: 150/mo, Light: 1,000/mo, Standard: 3,000/mo, Pro: 20,000/mo
- Shows source documents for each answer
Multilingual AI Responses
Ask in natural language from the dashboard, LINE or Slack, and get answers grounded in your internal documents.
- Response languages: Japanese, English, Chinese (Simplified/Traditional), Korean, French, German, Spanish, Portuguese, Vietnamese, Hindi, Thai, Indonesian
- Even when your materials are written in one language, you can ask and receive answers in 13 languages including English, Chinese and Korean.
- Even when the source documents are in Japanese, the AI translates and responds in the chosen language
- No need to switch products as you add languages — it's all one service
Ask AI + LINE Integration
Ask AI is built right into Monoshiri AI. Just ask in natural language from the dashboard. With LINE integration, ask from LINE too — access information on the go.
- Search within the service
- Ask and get answers from LINE
- Intuitive natural language search
- No additional service subscription needed
No Setup Required
Start using Monoshiri AI immediately after creating your account. No server setup or database configuration needed.
- Ready in as little as 1 minute
- No server setup required
- Maintenance-free
- Auto-scaling supported
Secure Data Management
Encryption, account isolation, and domestic data centers. Data is strictly isolated between corporate accounts.
- Stored in domestic data centers
- Encrypted in transit and at rest
- Complete data isolation between companies
- Never used for AI training
Multiple Folders
Organize documents by department or project. Folder and file limits scale with your plan.
- Folders: Free 1 / Light 5 / Standard 10 / Pro 30
- Users: Unlimited on all plans
- Per folder: Free 30 / Light 100 / Standard & Pro 300 files
- Folder-level view permissions
Start your internal RAG today.
Try it free — no commitment required.
150 queries/month free / No credit card required