Context Is Everything
Build AI-native apps and seamlessly integrate personalized AI into your product within minutes
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WHY MIRIEL
Miriel's context engine gives your AI apps and agents the context they need in real time
LLMs Are Missing Context
- An LLM is not personalized to your business and is difficult to control
- It is probabilistic and does not store facts or data
- An LLM is only as good as its training data and inputs
you · When does pricing v3 launch, and who owns the pricing page?
you · When does pricing v3 launch, and who owns the pricing page?
// the same question, with and without your context
Adding the Right Context Is Hard
- Each data source is unique; low retrieval quality degrades performance
- Building, maintaining, and scaling retrieval infrastructure can take months
- Connecting your data is only the first step, you also need to keep it secure
// learn(): fetch, parse, index and extract entities, per source, with permissions carried through
Miriel Unlocks Rapid AI App Development
- Unparalleled Quality: Miriel's context engine uses intelligent indexing and retrieval tailored to each of your data sources
- Power With Only 2 Lines of Code: 1 line connects your data; the 2nd retrieves all relevant context to make intelligent queries—deploy your app in minutes
- Security and Control: Encrypt every interaction with your data and manage permissions at the token level, not just the file level
- Auditability and Source Attribution: Inspect your entire AI pipeline to see sources and understand every AI response—no black box
// one line connects your data; the second retrieves the context, with sources and entities
The Next Generation of AI App Development Is Here
- By managing the context fed into an LLM and structuring the output, AI becomes a controllable runtime component
- Significantly reduce the complexity of your app while increasing functionality (1,000+ lines of code become 10’s of lines)
- Build AI applications with code you can understand and any engineer can maintain—avoid a brittle mess of AI generated code
- Test ideas, iterate faster, and confidently ship more projects
- Deliver new capabilities and an unforgettable experience to your users
// request
// structured output your app renders directly: AI as a runtime component
One context engine, and the products built on it.
Context Engine
The storage & retrieval layer for AI-native development. Ingest anything; query it in real time.
Autodev
AI that ships code to real dev/prod environments, debuggable, under human control.
NexusBuild
Reclaim your website — even if you’ve lost every login. Strictly read-only.
GET STARTED
Be first to build with Miriel.
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