# IntraMind — Library Edition

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  <img src="https://img.shields.io/badge/Sector-Academic-0A0A0A?style=flat-square" />
  <img src="https://img.shields.io/badge/Status-Production-22783C?style=flat-square" />
  <img src="https://img.shields.io/badge/Data_Leaves-Never-0A0A0A?style=flat-square" />
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> Sovereign AI for academic libraries. Deployed and operational.

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## What It Does

Students and staff search the library using natural language instead of keyword catalogs. IntraMind returns relevant books, research papers, and cited answers from uploaded academic content — all from a server inside the campus.

**This is the first IntraMind edition. It's in production.**

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### Example Queries

> *"Books on machine learning for beginners with Python examples"*  
> → Returns: Ranked catalog results with availability, shelf location, and related recommendations.

> *"Research papers on transformer architectures published after 2020"*  
> → Returns: Matched papers from uploaded content with cited excerpts and relevance scoring.

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## Services

| Service | What It Solves |
|---------|---------------|
| **Natural Language Catalog Search** | Students describe what they need — IntraMind finds the right books |
| **AI-Powered Recommendations** | Suggestions based on reading patterns, curriculum alignment, and content similarity |
| **Research Assistance** | Query academic content, get cited answers from uploaded papers and journals |
| **Bulk Import Pipeline** | Catalog import from CSV/MARC formats — handles thousands of records |
| **Staff Management Console** | Librarians manage content, track usage, control what's searchable |

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  <!-- Replace with Library Edition screenshot -->
  <img src="../media/library-demo.png" alt="Library Edition" width="750" />
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## Deployment Status

| Component | Status |
|-----------|--------|
| Core search engine | ✅ Production |
| Catalog import | ✅ Production |
| Recommendation engine | ✅ Production |
| Research Q&A | ✅ Production |
| Staff console | ✅ Production |
| Encryption + audit | ✅ Production |

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<p align="center">
  <a href="mailto:team@cruxlabx.dev">Request a campus demo →</a>
</p>