Use cases

What we build for your application

Every integration is designed around your specific stack and data. These are the most common starting points.
🤖
AI chat assistant
A chat interface powered by your own knowledge base. Answers questions about your product, documentation, or internal processes — always accurate because it retrieves from your data, not the internet.
📄
Document search
Search across PDFs, internal docs, support tickets, and any text content by meaning rather than keywords. Find what you need even when you don't know the exact words.
🗒️
Log analysis
Application logs ingested into the vector store and queryable in natural language. Ask what errors happened last night and get a clear answer — no regex, no grep, no manual search.
📚
Knowledge base assistant
Your team's institutional knowledge — decisions, architecture docs, runbooks, onboarding guides — made instantly accessible through a conversational interface.
Architecture

How the integration works

The same pattern adapts to any use case. Your data stays private on EU infrastructure throughout.
Your application
Radibase RAG API
pgvector search
AI model
Response to user
AI models

Choose your inference model

We integrate with any model that fits your data privacy requirements and budget.
☁️
Cloud API
Anthropic Claude, OpenAI GPT, AWS Bedrock, Groq. Your data stays on Radibase EU — only the query context is sent to the API. Best for most use cases.
🔒
Fully private
Ollama running on your Radibase VM. Llama, Mistral, or any open model. No data leaves your infrastructure. Best for sensitive or regulated data.
⚙️
Hybrid
Sensitive data on private Radibase infrastructure, non-sensitive processing via cloud API. Designed per your compliance requirements.
Frameworks

Works with your existing stack

We implement the integration in whatever language and framework your application uses.
Supported frameworks
PHP / Laravel
Node.js / Express
Python / FastAPI
Python / Django
.NET / ASP.NET Core
Go

Ready to embed AI into your application?

Tell us about your stack and what you want to build — we will scope the integration and get back to you with a proposal.
Book a free architecture review