AI-POWERED RAG
Retrieval Augmented Generation
“This isn't RAG as the world knows it.
This is RAG engineered for the next era.”
Traditional RAG is a maze of technical chores:
documents to parse, chunks to tune, embeddings to compute,
databases to scale, retrieval logic to fix, context to layer…
It's a stack that belongs to engineers who love pain.
But GTWY doesn’t just simplify RAG —
We reinvent it with AI at the core.
This isn’t
Static RAG
This is
Self-Improving RAG
The kind that evolves, adapts, and gets smarter the longer it runs.
We're not building a tool.
We're building the next generation of intelligence.
The brutal truth
RAG is extremely complex if you build it manually
To build real RAG from scratch, you must master:
An AI-driven RAG
that keeps evolving
Our RAG doesn’t sit still. It’s a living system.
Learns how users query
Adapts to search patterns and intent
Adapts chunking strategies
Auto-optimizes document segmentation
Optimizes retrieval
Improves accuracy with each search
Improves context recall
Gets better at finding relevant info
Enhances accuracy automatically
Self-correcting intelligence
A Beautiful, Ready-Made UI
No frontend code required
You don't need to build a dashboard.
You don't need designers.
You don't need frontend engineers.
Our RAG comes with a complete visual system
Document manager
Organize all your knowledge
Upload panel
Drag-and-drop simplicity
Status interface
Real-time processing updates
File history
Track all changes over time
Source tracking
Know where answers come from
Everything is pre-built, optimized, and elegant.
You focus on intelligence.
We handle the experience.
This isn't RAG for Today
It's RAG for the Future
You're not adopting RAG.
You're adopting a continuously evolving
knowledge brain
A system that becomes sharper, faster, and more autonomous over time.
This is the future.
And you're building it with GTWY.
Build the Future
of Knowledge Retrieval
Start with AI-powered RAG that evolves with your needs.
Complete Control,
Zero Vendor Lock-In
Self-host gtwy RAG on your own infrastructure. Deploy anywhere, modify anything, and own your entire stack.
git clone https://github.com/Walkover-Web-Solution/hippocampus.gitWhy We Believe in Open Source
Open source isn't just a development model—it's a philosophy that drives innovation, trust, and collective progress.
Full Transparency
Every line of code is visible, auditable, and modifiable. You know exactly how your RAG engine works.
Community Driven
Join thousands of developers contributing improvements, fixes, and innovations to the platform.
Complete Control
Self-host on your infrastructure. No vendor lock-in. Your data never leaves your environment.
Fully Customizable
Extend and modify the core engine to fit your exact use case. Build what you need.
Proven in Production
Battle-tested by enterprises and startups alike. Real-world feedback drives our roadmap.
No Hidden Costs
The core engine is free forever. Pay only if you want managed hosting and enterprise support.
From Open Source
to Managed Platform
Our journey mirrors many great platforms: start with a powerful open-source core, then build optional managed services for those who want simplicity without sacrificing control.
The Foundation: Open Source
We released the core RAG engine to the world. No paywalls, no licenses, just pure innovation. The community adopted it, improved it, and deployed it in production environments worldwide.
The Need: Managed Hosting
While self-hosting is powerful, many teams wanted to skip infrastructure complexity. They needed auto-scaling, monitoring, updates, and support—without managing servers themselves.
The Solution: gtwy Platform
We built a managed platform on top of the open-source engine. Same code, same freedom, but with enterprise-grade hosting, automatic updates, 24/7 support, and seamless scaling.
You choose what works for you.
Self-host the open-source version or use our managed platform.
Either way, you get the same powerful RAG engine.
Choose Your Path
Both options give you the same powerful technology—pick what fits your needs.
Self-Hosted
Full control, zero cost for the software
Managed Platform
Zero ops, enterprise support, instant scaling
Join the Community
Whether you're self-hosting or using our platform, you're part of a vibrant community of developers, researchers, and AI enthusiasts pushing the boundaries of RAG technology.
GitHub Discussions
Ask questions, share projects, and collaborate with other developers.
Join DiscussionOpen source is in our DNA.
The platform is built by developers, for developers—and always will be.
Start Building Today
Clone the repo and deploy your own RAG engine in minutes.