Rag Database | AI Database Assistant for Enterprise Data

Connect Your Business Data

Securely connect your existing databases without changing your applications or workflows. Ragfish keeps your AI Assistant connected to the data your business relies on every day.

MySQL

Connect your MySQL databases and turn structured data into AI-ready knowledge.

PostgreSQL

Query PostgreSQL databases in natural language without writing SQL.

Microsoft SQL Server

Bring your SQL Server data into secure, AI-powered conversations.

Oracle Database

Connect Oracle databases and unlock instant insights from enterprise data.

MongoDB

Turn MongoDB collections into searchable, AI-ready business knowledge.

MariaDB

Connect MariaDB databases for fast, natural-language access to your data.

Make Your Data AI-Ready

Ragfish understands your database schema, relationships, and business context to deliver accurate, meaningful answers from complex business data.

Schema Discovery

Automatically map your database structure without manual configuration.

Relationship Mapping

Understand how your tables and data connect for smarter, contextual answers.e

Knowledge Indexing

Organize your database content into a searchable knowledge base.

Metadata

Automatically capture table, column, and source details for full traceability.

Semantic Search

Find answers by meaning, not just exact matches, across your data.

Live Data Sync

Keep your AI assistant answering with real-time, up-to-date data.

Publish Your AI Assistant

Publish AI assistants that answer questions using your business databases while enforcing role-based permissions and protecting sensitive information.

Public

Share database insights openly with anyone, no login required.

Private

Restrict access to a select group of trusted users only.

Team Access

Give your entire team shared access to the same data insights.

Department Access

Scope access by department so each team sees only relevant data.

API Access

Query your business data programmatically through a secure API.

Website Embedded

Embed your AI assistant into your website for instant data access.

Ask Questions About Your Business

Stop writing SQL or searching through reports. Ask business questions in plain language and receive instant, context-aware answers.

Built for Every Business Function

Unlock insights from the systems you already use.

Sales Management

Get instant answers on pipeline, deals, and sales performance.

Customer Management (CRM)

Turn customer records into instant, actionable insights.

Inventory & Warehouse

Track stock levels and warehouse data through natural conversations.

Finance & Accounting

Get instant answers on revenue, expenses, and financial data.

ERP Systems

Connect your ERP data for unified, conversational business insights.

Operations Dashboard

Turn operational data into real-time answers for your team.

Enterprise Security

Connect databases securely within your own infrastructure while maintaining complete control over data access, governance, and compliance.

Self-Hosted

Deploy Ragfish on your own infrastructure and keep full control of your data.

On-Premises

Run Ragfish entirely within your own environment for maximum data sovereignty.

Role-Based Access

Control exactly who can view or query each data source.

Encryption

Protect your data at rest and in transit with enterprise-grade encryption.

Audit Logs

Track every query and action across your databases for full accountability.

Secure Connectivity

Connect to your databases through encrypted, secure channels.

Why Rag Database?

Turn business data into intelligent conversations.

Connect multiple business databases

Bring all your databases together into one unified, queryable source.

Search structured data using natural language

Ask questions in plain English instead of writing SQL.

AI-ready database knowledge

Automatically transform raw database records into structured AI knowledge.

Secure access to live business information

Query real-time data safely without compromising security.

Enterprise-grade deployment

Deploy at scale with the reliability and security enterprises demand.

Seamless integration with the Ragfish Platform

Connect effortlessly with the rest of the Ragfish ecosystem for a unified workflow.

Upload

Organize

Publish

Ask

Channels

Framework

Resources

Transform Business Databases into Intelligent AI Assistants