AI Implementation Studio¶
Connect your database. RagLeap's Manager AI reads your schema, suggests automations, and deploys them to your channels — in one conversation. Zero code.
How it works¶
1. Connect your database¶
Tell Manager your credentials in plain language: You: Connect my MySQL database Manager: What's the host? You: db.mycompany.com Manager: Port? You: 3306 ... Manager: ✅ Connected! Analysing your schema now...
Credentials are encrypted at rest on your server. Never sent to any third party.
2. AI reads schema automatically¶
The moment the database is connected, Manager scans every table and column — without being asked — and maps them to your active channels.
3. Specific automation suggestions¶
Manager presents channel-specific suggestions based on your actual data: Manager → Found: orders, customers, products tables. Here's what I can automate:
Order status checker → WhatsApp + Voice Product availability → Web embed + Telegram Customer lookup by mobile → All channels
Say "set up all" or pick one.
4. Deploy in one command¶
You: Set up order status on WhatsApp and Voice Manager: ✅ Done. Order status bot is live on WhatsApp and Voice. Customers can send their order number and get a live reply.
Supported database types¶
| Type | Status |
|---|---|
| MySQL | ✅ Supported |
| PostgreSQL | ✅ Supported |
| MongoDB | ✅ Supported |
| REST API | ✅ Supported |
| CSV Upload | ✅ Supported |
| Snowflake | ✅ Supported |
| BigQuery | ✅ Supported |
Manager AI commands¶
| Command | What it does |
|---|---|
Connect my [type] database |
Starts the connection flow |
List my databases |
Shows all connected databases |
Analyse my database |
Scans schema and suggests automations |
How many orders today? |
Runs a live plain-English SQL query |
Set up [automation] on [channel] |
Deploys a specific automation |
Set up all on WhatsApp |
Deploys all suggested automations at once |
Sync my database |
Triggers a manual background sync |
Disconnect [database name] |
Removes a database connection |
Background sync¶
RagLeap syncs your database every 5 minutes automatically via Celery. Your RAG answers always reflect your latest data.
Important
If your query_template in the connector settings is empty, the sync will run but return no records. Make sure to set a valid SQL query in your data source settings.