RAG System Demo

Turn your internal documents, databases, and visual assets into a single, governed knowledge layer for an AI assistant in just one week.

Request a demo and see how our RAG system streamlines document search and knowledge access across your organization.

Request a Demo

RAG Core 2.0

RAG Core 2.0 is a production-grade AI platform for enterprise search and Q&A. It unifies documents, visual content, and databases into a governed knowledge layer, enabling faster, more accurate, and fully controlled enterprise knowledge access.

Key Features of RAG Core 2.0

The platform uses hybrid retrieval, combining:

  • semantic vector search,
  • keyword and metadata search.

Results are merged and re-ranked, delivering stable, high-precision answers. This is critical for complex enterprise knowledge bases.

RAG Core 2.0 goes beyond plain text. Our document pipeline leverages vision models to:

  • extract data from PDFs, DOCX, XLSX, and images,
  • interpret pages with diagrams, charts, and schematics,
  • convert visual content into searchable knowledge.

Users get answers based on the full spectrum of enterprise content, leading to more accurate and expert-level responses.

When a question relates to structured data in corporate databases, the RAG system automatically switches to a Text-to-SQL pipeline:

  • generates safe SQL queries,
  • retrieves data from databases,
  • returns clear, human-readable answers.

Ideal for KPIs, reporting, sales, finance, and analytics.

RAG Core 2.0 is designed for enterprise environments and includes:

  • knowledge scopes and access boundaries,
  • metadata- and role-based filtering,
  • enterprise SSO integration,
  • query auditing and execution tracing,
  • hallucination prevention when data is missing.

Who Is RAG Core 2.0 For?

01

Customer Support & Service Desks

Policies, troubleshooting guides, product documentation.
02

Sales Enablement

Sales playbooks, product specifications, pricing PDFs, proposals.
03

Legal & Compliance Teams

Contracts, regulations, audit evidence.
04

HR & Internal Operations

Policies, onboarding materials, benefits, internal procedures.
05

Finance & Business Analytics

Database Q&A enriched with document context.

Why Businesses Choose RAG Core 2.0

  • Seamless integration with enterprise SSO and verifiable security controls.
  • Bulk ingestion of large document volumes without core system reconfiguration.
  • Free demo.
  • Demo delivery in 1 week.
  • Production integration in your environment from 2 weeks.
  • Customization for specific business workflows.
  • Support for both on-premise and cloud LLMs, with fast model switching.
  • Open platform for further customization and extension — unlike rigid off-the-shelf enterprise solutions.

What We Need for the Demo

To showcase the real value of our RAG solution, we will ask you to provide sample documents. This allows us to run the demo on your real content and demonstrate results in realistic conditions. Please prepare representative materials in advance.

Frequently Asked Questions

Yes.
The system supports direct connections to structured data sources. Queries related to tabular data are processed via a secure Text-to-SQL pipeline.

Yes.
RAG Core 2.0 is deployed as a containerized solution (Docker / docker-compose) and integrates into your enterprise environment with SSO and RBAC support.

The demo shows how RAG Core 2.0 answers questions based on your corporate content — documents, databases, and visual assets. The system retrieves relevant knowledge snippets, aggregates them, and generates answers strictly from approved sources.

RAG Core 2.0 uses Redis caching and an optimized, asynchronous retrieval pipeline for high performance. Frequently asked questions can be answered instantly.

RAG Core 2.0 integrates with enterprise SSO and RBAC, enforces role-based knowledge scopes, filters answers by metadata, and blocks access to unauthorized sources. Configuration encryption and full query audit logs are supported.

Demo setup takes about 1 week. The testing phase typically lasts 1 week. Production deployment in your enterprise environment usually takes from 2 weeks.

Yes, the demo is free.
If you decide to roll out RAG Core 2.0 in production, the core platform can also be deployed at no cost. You only pay for integration and custom development tailored to your use cases.

You can upload documents (PDF, Word, Excel), images, scans, and tables, and connect structured databases for Text-to-SQL queries.

If no relevant information is found, the system explicitly states that the answer is not available. This minimizes hallucinations and increases trust in the system's responses.

The platform supports multiple LLMs.
The demo uses Google Gemini models, but we can connect any LLM depending on licensing, performance, or on-premise deployment requirements.

Book a demo

Test the demo with your own documents

Test the demo with your own documents

Tell us about your use case so we can prepare a tailored demo.

Please include:

  • Sample documents
  • A description of your business process
  • Existing system integrations
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